Book of Abstracts
MASSA 2022
20-22 giugno 2022 – Carlentini (SR)
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Committees
Scientific Committee
Gianluca Bartolucci University of Florence
Giuliana Bianco University of Basilicata
Cecilia Bergamini ARPAE Bologna
Donatella Caruso University of Milano
Riccardo Flamini CREA-VE, Conegliano (TV)
Roberta Galarini IZS Umbria e Marche, Perugia
Gianluca Giorgi University of Siena
Emanuela Gregori Ist. Sup. Sanità, Roma
Valentina Lazazzara E. Mach Foundation, S. Michele all'Adige (TN)
Fulvio Magni University of Milano Bicocca
Giorgio G. Mellerio University of Pavia
Paola Montoro University of Salerno
Luciano Navarini Illy caffè, Trieste
Organizing Committee
Salvatore Guccione
University of Catania
Rosario Pignatello University of Catania
Milena Rizzo University of Catania
Francesco Paolo Bonina University of Catania
Matteo Pappalardo University of Catania
Carmelo Puglia University of Catania
Calogero Statella Tenuta delle Terre Nere
Cristina Tomasella University of Catania
MASSA 2022
20-22 giugno 2022 – Carlentini (SR)
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MASSA 2022 is patronaged by:
MASSA 2022 is kindly supported and sponsored by:
MASSA 2022
20-22 giugno 2022 – Carlentini (SR)
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Scientific Program
MONDAY, JUNE 20, 2022
2:00 p.m. Registration
3:00 p.m. Opening remarks and greetings from the Rector (University of Catania)
Applicazioni della spettrometria di massa per lo studio ed il controllo dei materiali
polimerici
Chairs: Luciano NAVARINI &
Riccardo FLAMINI
3:30 p.m. PL1 Soft MS of synthetic polymers: a focus on bioplastics characterization
Sabrina Carola Carroccio (CNR-IPCB - Catania)
4:10 p.m. KN1
High resolution-mass spectrometry for safety assessment of food packaging
materials
Federica Bianchi (University of Parma)
4:40 p.m. OR1
TGA-GC-MS and MALDI-TOF mass spectrometry: two promising tools for
the characterization of ultrathin polymer films
Riccardo Chiarcos (University of Piemonte Orientale)
4:55 p.m. OR2
Optimization of polymer processing for the reduction of volatile organic
compounds (VOCs)
Francesco Prandi (University of Bologna)
5:10 p.m. Consiglio direttivo della DSM
7:30 p.m. Welcome party
TUESDAY, JUNE 21, 2022
La spettrometria di massa per lo studio di sostanze naturali
Chairs: Paola MONTORO &
Giuliana BIANCO
9:00 a.m PL2
Lipidomic analysis in food: The role of a detailed elucidation of intact lipids in
functional foods for investigating on nutritional aspects
Paola Dugo (University of Messina)
9:40 a.m OR3
Metabolomics in the study of Foeniculum vulgare. From the characterization
of bioactive compounds to cell metabolomics studies for the confirmation of
their activities
Maria Assunta Crescenzi (University of Salerno)
9:55 a.m OR4
Untargeted metabolomics approach to understand grapevine communication
mediated by volatile organic compounds against downy mildew
Sara Avesani (University of Trento)
10:10 a.m OR5
The development of a manually curated database of the metabolic proteins of
Triticum aestivum (TriMet_DB)
Antonella Di Francesco (University of Catania)
10:25 a.m OR6 LC-MS for the Analysis of Psychoactive Substances in Archaeological Finds
Flaminia Vincenti (Sapienza University of Rome)
10:40 a.m Coffee Time
11:00 a.m OR7
Determination of Carbazole Alkaloids in Murraya Koenigii leaves by means
LC-MRM/PI/IDA/EPI analysis
Eduardo Viteritti (University of Teramo)
MASSA 2022
20-22 giugno 2022 – Carlentini (SR)
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11:15 a.m OR8
Comprehensive two-dimensional liquid chromatography coupled to mass
spectrometry for determination of the polyphenolic profile of food and natural
products
Francesco Cacciola (University of Messina)
11:30 a.m
OR9
Quantification of glyphosate in milled and brown rice in LC-ICP-MS/MS
Paolo Scardina (Agilent Technologies Italia S.p.A.)
11:45 a.m OR10
Raw materials in food manufacturing: a complexity ascertained by high-
resolution mass spectrometry.
Maria Assunta Acquavia (University of Basilicata)
12:00 p.m. OR11
Use of native-mass spectrometry to elucidate the oligomeric state and
substrate-binding affinity of FrlB, a bacterial deglycase
Angela Di Capua (The Ohio State University, Columbus, OH, USA)
12:15 p.m. OR12
Assaying vegetable specimens by FT-ICR mass spectrometry, an election
technique in metabolomic studies
Alba Lasalvia (Sapienza University of Rome)
12:30 p.m. Lunch and Poster session
La spettrometria di massa nelle Scienze della vita
Chairs: Fulvio MAGNI &
Donatella CARUSO
2:00 p.m. PL3 Analytical tools for metabolomics and applications
Giuseppe Paglia (University of Milano-Bicocca)
2:30 p.m. OR13
Proteomic profile of extracellular vesicles secreted by astrocytes using high
resolution mass spectrometry
Maria Gaetana Pittalà (University of Catania)
2:45 p.m. OR14
Liquid Chromatography-High Resolution Mass Spectrometry (LC-HRMS)
Profiling of Commercial Enocianina and Evaluation of Their Antioxidant and
Anti-Inflammatory Activity
Giovanna Baron (Università degli Studi di Milano)
3:00 p.m. OR15 Emerging per- and polyfluoroalkylated substances (PFASs) in wild boar liver
Simone Moretti (IZS of Umbria and Marche “Togo Rosati”- Perugia)
3:15 p.m. OR16
Plasma proteome investigation of COVID-19 patients with different outcomes
through an untargeted label-free LC-MS/MS approach
Lisa Pagani (University of Milano-Bicocca)
3:30 p.m. OR17
A novel Spatial Multi-omics mass spectrometry imaging workflow to assist
clinical investigations
Vanna Denti (University of Milano-Bicocca)
3:45 p.m. Coffee Time
4:05 p.m. OR18
The detection of new products by HPLC-HRMS validates a novel stoichio-
kinetic model for the reaction between the 2,2-diphenyl-1-picrylhydrazyl
radical (DPPH•) and common antioxidants
Lucrezia Angeli (University of Bolzano)
4:20 p.m. OR19
MS-based approaches in drug development: elucidation of RNA-ligand-
protein interactions for the investigation of bis-3-chloropiperidines targeting
TAR
Alice Sosic (University of Padova)
4:35 p.m. OR20
Discovery and Characterization of a novel Lipid Class via LC-ESI-MS & MSn
analysis: the case of Acyl-Glucuronosylglycerols
Giovanni Ventura (University of Bari)
4:50 p.m. OR21
Quali-quantitative determination of toxic carbonyl compounds in the emissions
of both heated tobacco products (HTP) and conventional cigarettes
Simone Ronsisvalle (University of di Catania)
MASSA 2022
20-22 giugno 2022 – Carlentini (SR)
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5:05 p.m. Assemblea soci DSM
8:30 p.m. Social dinner
WEDNESDAY, JUNE 22, 2022
50 anni della DSM
Chair: Gianluca GIORGI
9:00 a.m. PL4 The first 50 years of GSM – DSM
Giorgio Giacomo Mellerio (University of Pavia)
9:30 a.m. KN2 Mass Spectrometry in Sicily: a Historical Overview
Leopoldo Ceraulo (University of Palermo)
10:00 a.m. Coffee Time
Validazione, qualità del dato e miscellanea
Chairs: Cecilia BERGAMINI &
Roberta GALARINI
10:20 a.m. PL5
Current state and future perspective on validation of Mass Spectrometry
methods.
Marios G. Kostakis (EURACHEM, University of Athens, Grece)
11:00 a.m. OR22
Development and validation of a rapid and simple analytical method for the
simultaneous analysis of pyrrolizidine alkaloids and related N-oxides in
beehive products by salting out assisted liquid liquid combined with LC-
tandem mass spectrometry
Rita Celano (University of Salerno)
11:15 a.m. OR23
Perfluoroalkyl and polyfluoroalkyl substances (PFASs) in honey by LC-Q-
Orbitrap: method development and validation study
Carolina Barola (IZS of Umbria and Marche “Togo Rosati”- Perugia)
11:30 a.m. OR24
Material screening of electronic devices by ICP-MS and HR-ICP-MS: towards
a low background for astroparticle physics experiments
Francesco Ferella (Gran Sasso National Laboratories, L'Aquila)
11:45 a.m. OR25
Different applications of the Liquid Chromatography coupled to Isotope Ratio
Mass Spectrometry (LC-IRMS)
Matteo Perini (Fondazione Edmund Mach, San Michele All’Adige-TN)
12:00 p.m. OR26
Validation of analytical method for the determination of cortisol in hair by
UHPLC-MS/MS
Chiara Maccari (University of Parma)
12:15 p.m. OR27
Fast and sensitive high-throughput antineoplastic drugs surface contamination
monitoring by ultra-high performance liquid chromatography coupled with
tandem mass spectrometry.
Donato Squillaci (University of Firenze)
12:30 p.m. OR28 Rapid analysis and interpretation of metabolomics SWATH acquisition
Mario Armelao (SCIEX Italia)
12:45 p.m. Closing remarks
1:00 p.m. Lunch
MASSA 2022
20-22 giugno 2022 – Carlentini (SR)
8
ORALS
Applicazioni della spettrometria di massa per lo studio ed il controllo dei
materiali polimerici
Chairs: Luciano NAVARINI & Riccardo FLAMINI
PL1
MASSA 2022
20-22 giugno 2022 – Carlentini (SR)
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Soft MS of synthetic polymers: a focus on bioplastics characterization
S. C. Carroccio
CNR-Institute for Polymers Composites and Biomaterials (IPCB), Via P. Gaifami 18, 95126 Catania (Italy)
Summary: The impressive development in the characterization of polymeric materials, and specifically
Bioplastics, introduced by the discovery of MALDI TOF Mass Spectrometry, were herein highlighted. In
particular, molar masses determination and distribution, structural changes, and degradation phenomena
involved during the lifetime of bioplastics were taken into account and discussed.
Keywords: Mass Spectrometry, MALDI-TOF, Bioplastics characterization
1. Introduction In the last two decades, soft mass Spectrometry and
in particular matrix-assisted laser
desorption/ionization time-of-flight (MALDI-
TOF) transformed the practice of polymer
characterization in all-polymer chemistry labs
since MS was no longer restricted to the analysis of
small molecules. Soft MS is applicable to
determine average molar masses (MMs), structural
changes, and all types of degradation phenomena
involved in a polymer lifetime, starting from their
synthesis to the final disposal.
In this talk, salient aspects of MALDI
characterization in the field of bioplastics will be
reported and discussed. A focus on measurable
parameters, not achievable from traditional MS,
such as, the chemical formula, architectures, MMs,
and chain end groups, will be evidenced by
considering bioplastics materials.
Finally, the advancement obtained by using
MALDI in determining properties of bioplastics
for applications such as processing, in-service and
final disposal will be reported. Especially the
benefits achievable by applying MALDI-TOF to
the study of polymers degradation phenomena are
impressive. The study involves the collection of
MALDI spectra of samples subjected to external
stimuli, to observe the structural changes induced
by them, relating the latter with the properties of
degraded materials.
If compared with previous studies based on
conventional techniques, the results obtained for
bioplastics analyzed by MALDI are highly
informative, yielding precise information on the
size, structure, and end groups of molecules
originating during the exposure to the external
factors
Figure 1. MS analysis of macromolecular products derived from degradation processes
Reference
1. P. Rizzarelli, S. Carroccio; Analytica Chimica Acta, 808 (2014), pp 18-43.
KN1
MASSA 2022
20-22 giugno 2022 – Carlentini (SR)
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High resolution-mass spectrometry for safety assessment of food packaging
materials
F. Bianchi, N. Riboni, M. Mattarozzi, A. Cavazza, M. Careri
University of Parma, Department of Chemistry, Life Sciences and Environmental Sustainability, Parco Area delle
Scienze 17/A, 43124 Parma, Italy
Summary: An overview of different high resolution mass spectrometry-based approaches for the analysis of
contaminants from food contact materials is presented
Keywords: High resolution-mass spectrometry; Food contact materials; Targeted and untargeted analysis
1. Introduction
Safety of materials in contact with food is an issue
of great concern since different chemicals could
migrate from packaging into food, thus raising
health concern and/or producing changes on both
taste and odour of foodstuffs. Both intentionally
added substances among which antioxidants,
stabilizers, processing aids and non-intentionally
added substances (NIAS) [1] can be released from
the packaging material, compromising food safety.
In this context, accurate and sensitive analytical
methods and a harmonized system for their
application in analytical laboratories are required.
Migration tests are required in order to guarantee
consumers’ safety, food preservation and
organoleptic properties.
Gas chromatography-mass spectrometry and more
recently liquid chromatography coupled to high-
resolution mass spectrometry (LC-HRMS) have
been successfully applied for the determination of
intentionally and non-intentionally-added
compounds both from extracts and directly from
the packaging materials. In particular, HRMS has
advanced as the most powerful tool for the
unambiguous determination of the investigated
analytes [2,3]. In this context, untargeted strategies
represent a major challenge for food safety
assessment, being able to provide a comprehensive
fingerprinting of the packaging material as well as
the identification of new markers [4,5].
Rapid HRMS methods have also been devised for
screening the presence of contaminants released
from food packaging. Taking into account that
sample treatment could affect material integrity
leading to degradation of polymers along with the
release of additives and untargeted compounds, the
capabilities of ambient ionization sources coupled
to HRMS have been exploited for direct molecular
characterization of food contact materials with
minimal or no sample preparation, thus avoiding
chromatographic separation, reducing sample
handling, costs and analysis time [5,6].
Finally, MS imaging approaches, using properly
developed ionization surfaces [7,8], can enable
mapping of the spatial distribution of components
on sample surfaces, thus leading to a better
understanding of the localization of packaging
components for an improved product quality and
safety.
Examples related to the evaluation of the migration
of contaminants from existing or newly developed
materials, including alternative packaging derived
from substances of natural origin will be discussed.
Finally, the fundamental role of chemometrics for
data processing will be critically presented.
References
1. Commission regulation (EU) No 10/2011 of 14 January 2011 on plastic materials and articles intended to come in
contact with food. Official Journal of the European Commission.
2. P. Miralles, V. Yusà, Y. Sanchís, C. Coscollà, Molecules, 26 (2021) 7640.
3. C. W. Klampf, Trends Anal. Chem. 50 (2013) pp. 53–64.
4. A. Cavazza, C. Bignardi, M. Grimaldi, P. Salvadeo, C. Corradini, Food Res. Int. 139 (2021) 109959
5. M. Mattarozzi, M. Milioli, C. Cavalieri, F. Bianchi, M. Careri, Talanta, 101 (2012) pp. 453-459.
6. A. Issart, S. Godin, H. Preud'homme, K. Bierla, A. Allal, J. Szpunar, Anal. Chim. Acta 1058 (2019) pp. 117
7. Q. Xu, R. Tian, C. Lu, Anal. Chem. 93 (2021) pp. 13703−13710.
8. A. Penna, M. Careri, N. D. Spencer, A. Rossi, J. Am. Soc. Mass Spectrom. 26 (2015) pp. 1311-131.
OR1
MASSA 2022
20-22 giugno 2022 – Carlentini (SR)
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TGA-GC-MS and MALDI-TOF mass spectrometry: two promising tools for the
characterization of ultrathin polymer films
R. Chiarcos, V. Gianotti, D. Antonioli, M. Laus
Università del Piemonte Orientale (UPO)
Summary: Two different approaches for the determination of molecular weights and chemical compositions
of polymers anchored by one end to inorganic substrates to form ultrathin films are here presented. A TGA
oven hyphenated with a GC-MS system is used in one case, whereas a MALDI-TOF spectrometer in the
other approach.
Keywords: Ultrathin films, polymers, mass spectrometry.
1. Introduction Ultrathin films consisting of synthetic polymers
anchored by one terminal to an inorganic substrate
are generally indicated as polymer brushes and are
currently employed in an extremely broad range of
applications, from antifouling surfaces to
dispersants for colloidal systems. The most
common approach to obtain polymer brushes is
named grafting to reaction and is based on the
reaction of polymers containing a reactive terminal
group with the substrate.
Recently, equimolar blends of two polymers with
the same chemical composition but different
molecular weights were also grafted to produce
ultrathin brushes [1]. The big challenge is to
determine the brush composition, i.e. the molar
fractions of the two polymers in the final brush, in
order to check if the lightest polymer reacts
preferentially with the substrate, as reported in
literature [2].
The hyphenated apparatus consisting of a
ThermoGravimetrical Analysis (TGA) oven and a
Gas Chromatography-Mass Spectrometry system
allows to determine the compositions of polymer
brushes obtained by grafting a blend of two
polymers, one of which partially deuterated.
Moreover, brush compositions were also indirectly
determined by analysing the ungrafted part of the
polymer blend by MALDI-TOF analyses [3]. In
fact, starting from an equimolar blend, a
preferential grafting of the lightest polymer
produces consequently a depletion of the same
polymer in the unreacted residue of the sample.
With this second approach the deuterium labelling
is not required.
In this talk, both the two approaches will be
discussed, using as a reference system a blend of
two hydroxy- terminated polystyrene samples.
2. Results A hydroxy-terminated deuterated polystyrene with
an average molecular weight of 5200 g/mol
(PSd5.2OH) and a hydroxy-terminated polystyrene
with an average molecular weight of 13000 g/mol
(PS13OH) were mixed together in an equimolar
blend (molPSd5.2OH/molPS13OH = 1). The blend was
spin-coated on a silicon oxide substrate (1 cm x 1
cm) to give a polymer film thick ~30 nm and the
grafting to reaction between the polymers and the
substrate was promoted by thermal annealing at
190° C for 2100 s. The unreacted molecules were
removed by toluene washes and collected for the
MALDI-TOF analyses. The thickness of the
grafted brush was determined by ellipsometry and
the sample was then analyzed by TGA-GC-MS.
In Figure 1a the scheme of the TGA-GC-MS
apparatus is reported [4]. The polymer brush is
annealed from 20 to 1100° C in the TGA oven to
promote the molecule degradation by
depolymerisation (the polymer is reduced to its
monomers). The monomers are then transferred to
the GC-MS using helium as gas carrier and injected
each minute. The MS is setted in the Single Ion
Monitoring (SIM) mode to acquire the signals
related to styrene (m/z = 104) and deuterated
styrene (m/z =112). The collected chromatograms
are reported in Figure 1b.
The areas of the chromatograms related to styrene
and deuterated styrene are indicative of the
monomer amounts. By combining these data with
the thickness of the grafted brush, it is possible to
calculate the brush composition as
molPSd5.2OH/molPS13OH = 1.56 ± 0.03. Considering
that the starting blend has a molar ratio of 1, the
enrichment of the lightest polymer is definitely
confirmed.
OR1
MASSA 2022
20-22 giugno 2022 – Carlentini (SR)
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Fig. 1. Scheme of the TGA-GC-MS apparatus (a). Superimposed chromatograms of styrene (red) and deuterated
styrene (blue) collected from the grafted brush.
A double check can be made by analysing the
unreacted molecules collected after the toluene
washes using MALDI-TOF mass spectrometry.
The toluene solution was dried under vacuum and
solubilized again in a matrix/cationizing agent
solution. In details, DCTB and AgTFA were used
as matrix and cationizing agent, respectively. In
Figure 2 an exemplary spectrum is reported. Since
the integral area of each polymer is related to its
amount and considering the decrease in sensitivity
related to the mass increase, the composition of the
unreacted residue of the grafting to reaction can be
calculated using an opportune calibration curve.
Fig. 2. MALDI-TOF spectrum of the unreacted residue. The integral areas related to the two components of the blend
are highlighted
From the compositional data of the unreacted
residue, the specular composition of the brush can
be determined. In the reported case a molar ratio of
molPSd5.2OH/molPS13OH = 1.54 ± 0.04 was obtained,
which is very similar to the direct result obtained
from the TGA-GC-MS analyses.
Finally, the MALDI-TOF approach was applied on
polystyrene blends without the requirement of
isotopic labelling.
References
1. D. Antonioli, R. Chiarcos, V. Gianotti, M. Terragno, M. Laus, G. Munaò, G. Milano, A. De Nicola, M. Perego;
Polym. Chem., 12 (2021), pp 6538-6547.
2. L. Michalek, K. Mundsinger, C. Barner-Kowollik, L. Barner; Polym. Chem., 10 (2019), pp 54-59.
3. R. Chiarcos, D. Antonioli, V. Ospina, M. Laus, M. Perego, V. Gianotti; Analyst, 146 (2021), pp 6145-6155.
4. V. Gianotti, D. Antonioli, K. Sparnacci, M. Laus, T. J. Giammaria, M. Ceresoli, F. Ferrarese Lupi, G. Seguini, M.
Perego; J. Chromatogr. A, 1368 (2014), pp 204-210
OR2
MASSA 2022
20-22 giugno 2022 – Carlentini (SR)
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Optimization of polymer processing for the reduction of volatile organic
compounds (VOCs)
F. Prandi, D. Caretti
Department of Industrial Chemistry “Toso Montanari”, University of Bologna,
Viale del Risorgimento 4, 40136 Bologna (Italy)
Summary: Control of volatile organic compounds (VOCs) for the development of sustainable packaging
Keywords: VOCs, processing, food packaging
1. European regulations and optimization of analytical techniques The EU circular economy Action Plan lays the
foundations to a new plastics economy, where the
design and production of polymers and plastic
products fully respect reuse, repair and recycling
needs and more sustainable materials are
developed and promoted. In this context, it is very
important to investigate the aspect of volatile
pollutants in polymeric materials for food
packaging production.
According to the most recent European directive 1,
any organic compound with a boiling temperature
lower than 250°C at atmospheric pressure must be
considered as a volatile organic compound (VOC).
These substances can migrate from the matrix in
which they are contained, such as food packaging.
In the case of food contact materials, regulation
(EC) 1935/2004 2 provides a harmonized EU legal
framework and establishes the general principles of
safety and inertness for all materials intended to
come in contact with food. Therefore, the design of
any product that will have such use must be
suitable to minimize the release by the polymeric
material of all the substances mentioned in the
European directives.
In food contact materials, it is particularly
important to monitor the presence of non-
intentionally added substances (NIAS).
NIAS can enter the supply chain of FCMs/FCAs at
any level, e.g., during chemical syntheses of raw
materials as well as manufacture, transport, and
recycling. NIAS thus have different origins and can
be grouped into by-products, degradation products
and contaminants.
We investigated several methods of VOCs
extraction and gas chromatographic analysis for
quali-quantitative studies of these compounds.
Specifically, GC-MS analysis was performed on
pristine and recycled HDPE samples subjected to
headspace extraction, analyzing volatiles
substances.
2. Development of sustainable processing In this study, the compression moulding process (a
technology developed by SACMI Imola S.C.) was
evaluated from the point of view of volatile organic
compounds profile. Compression moulding offers
several advantages, including a low extrusion
temperature and low mechanical stress applied to
the polymeric material. Compression molding tests
were conducted with pristine and recycled HDPE,
and then polymeric materials were characterized to
investigate the initial composition of VOCs and the
effect of process parameters on these pollutants.
The results show that the passage in extruder, in the
condition used for subsequent compression
moulding, implies a decrease in volatile
compounds, and the subsequent compression
molding increases this effect. The process
examined leads to a high rate of devolatilization,
particularly of compounds that exhibit a low odor
detection threshold.
References
1. Directive 2004/42/CE of the European Parliament and of the Council of 21 April 2004 on the limitation of emissions
of volatile organic compounds, EUR-Lex, Document 32004L0042F. Takens, D. Rand and L.S. Young editors,
Dynamical Systems and Turbulence, Warwick 1980, pp 36-38.
2. Regulation (EC) No 1935/2004 of the European Parliament and of the Council of 27 October 2004 on materials and
articles intended to come into contact with food, EUR-Lex, Document 32004R1935
MASSA 2022
20-22 giugno 2022 – Carlentini (SR)
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ORALS
La spettrometria di massa per lo studio di sostanze naturali
Chairs: Paola MONTORO & Giuliana BIANCO
PL2
MASSA 2022
20-22 giugno 2022 – Carlentini (SR)
15
Lipidomic analysis in food: The role of a detailed elucidation of intact lipids in
functional foods for investigating on nutritional aspects
P. Dugo1, F. Rigano1, D. Donnarumma1, L. Mondello1,2,3
1 Department of Chemical, Biological, Pharmaceutical and Environmental Sciences, University of Messina, Italy
3 Chromaleont s.r.l., c/o Department of Chemical, Biological, Pharmaceutical and Environmental Sciences, University
of Messina, Messina, Italy 4 Department of Sciences and Technologies for Human and Environment, University
Campus Bio-Medico of Rome, Italy
Keywords: lipidomic analysis; functional foods; linear retention indices
1. Introduction The growing demand in natural matrices,
representing a source of dietary and nutraceutical
molecules, placed, as direct consequence, the
urgent need for the development of suitable
analytical methods able to provide a
comprehensive characterization of both
“conventional” and “unconventional” products. In
the last decades, lipidomic has emerged as a
cutting-edge approach among omics- techniques,
since lipids revealed to be essential molecules in
the regulation of metabolic pathways. To this
regard, the content of essential fatty acids (EFAs),
as well as nutritional indices such as the levels of
omega-3 and omega-6 FAs and their ratio are
essential parameter to evaluate the beneficial
properties of food products. In addition, the
investigation of complex lipids in their native
forms is proved to be crucial to obtain additional
information about lipids role and on FA
arrangement into each species.
2. Results For this reason, the present study is aimed to a
detailed elucidation of intact lipids in different
functional foods, including the profiling of
microalgae, hemp products and the wastes of
the fish industry.
Phospholipids and triacylglycerols were the
most representative lipid classes. However,
mono- and diacylglycerols, pigments and
carotenoids were also detected, representing
an added value for the investigated matrices.
From an analytical point of view, the use of a
recently introduced linear retention index
(LRI) approach [1] in LC paved the way for
the automatization of the identification
process in LC. Furthermore, the use of high
resolution chromatographic techniques (that is
UHPLC), even combined with selective
tandem MS operation mode allowed for the
determination of the entire lipidome with high
sensitivity. Finally, the UHPLC-MS/MS
platform was coupled to a preparative
workstation to fully automatize the analytical
work-flow [2]. This also entailed the
miniaturization of the lipid extraction
procedure, which was compared with a
conventional manual procedure, resulting in
quite similar quali-quantitative profiles.
References 1. F. Rigano, M. Oteri, M. Russo, P. Dugo, L. Mondello; Analytica Chemistry, 90 (2018), pp 3313-3320.
2. F. Rigano, P. Arena, D. Mangraviti, D. Donnarumma, P. Dugo, P. Donato, L. Mondello, G. Micalizzi, Journal of
Separation Science, 44 (2021), pp 1571-1580.
OR3
MASSA 2022
20-22 giugno 2022 – Carlentini (SR)
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Metabolomics in the study of Foeniculum vulgare. From the characterization of
bioactive compounds to cell metabolomics studies for the confirmation of their
activities.
M. A. Crescenzi 1,2, G. D’Urso 1, S. Piacente 1, H. Gallart-Ayala3, J. Ivanisevic3 and P.
Montoro 1.
1 Department of Pharmacy, University of the study of Salerno, via Giovanni Paolo II, 132, I-84084 Fisciano, SA, Italy. 2 PhD Program in Drug Discovery & Development, Pharmacy Department, University of the Study of Salerno.
3 Metabolomics Platform, Faculty of Biology and Medicine, University of Lausanne, Switzerland.
Summary: Cultivation of F. vulgare produces huge amounts of waste. Nowadays alternative ways to reuse
them are sought, considering vegetable waste as a source of metabolites with important biological activities.
The aim of this work was to carry out a metabolic study of fennel waste extract and evaluate its biological
activities.
Keywords: by-product, bioactive compounds, metabolomic analysis.
1. Introduction Foeniculum vulgare belongs to the Umbelliferae
family. Its cultivation creates high amount of by-
products rich in metabolites with potential
biological activities such as antioxidant, apoptotic
and anti-inflammatory [1,2]. In this study, the
potential to retrain fennel waste into bioactive
metabolites is investigated following the workflow
of Figure 1.
2. Experimental LC-ESI/LTQOrbitrap/MS analysis of Tiziano
winter variety of fennel waste was used to analyse
the metabolite profiles of different parts (bulb,
leaves, stems, and little stems) and a Multivariate
Data Analysis was developed to discriminate
different parts of F. vulgare. To identify the fennel
waste part richest in phenolic compounds, a
quantitative analysis was set up by using Tandem
Mass Spectrometry in Multiple Reaction
Monitoring (MRM) mode, monitoring two products
of fragmentation, expanding the analysis to two
other varieties of different seasonality, Preludio
(summer) and Pegaso (spring). LC-ESI/LTQ-Orbitrap/MS chromatograms of
extracts of three varieties of F. vulgare were
subjected to chemometric analysis, Principal
Component Analysis (PCA), to have a better
interpretation of data and to also identify marker
metabolites for each variety.Once the plant
matrices were chemically characterized, the
antioxidant activity of fennel extracts was studied
using the TEAC and DPPH spectrophotometric
assays; subsequently, using a fluorometric assay,
we assessed the potential anti- inflammatory
activity of some metabolites present in fennel
evaluating the inhibition of COX-1 and COX-2
isoforms. A cell metabolomics analysis has been
performed to deepen the anti-inflammatory activity
of fennel waste. A targeted quantitative analysis
using UPLC interfaced to Q-Trap Mass
Spectrometry by using MRM (Multiple Reaction
Monitoring) was developed and then applied on
cells stimulated both with fennel extracts and with
metabolites isolated from F. vulgare, studying
alteration in sphingolipids and eicosanoids
metabolism
3. Results Fennel waste is rich in phenolic acids
(neochlorogenic acid and feruloyl quinic acid),
glycosylated and glucuronates flavonoids
(quercetin glucoside, quercetin glucuronide,
isorhamnetin glucuronide), phenylpropanoids
(coumaroyl quinic acid) and some oxylipins first
identified in F. vulgare [3].
Multivariate statistical analyses allowed to
identify marker metabolites both among the four
waste parts analysed (bulb, stem, little stem and
leaf) and also among the three different varieties
of fennel (Tiziano, Pegaso and Preludio). The
study showed that the leaf is the most promising
part among fennel waste, having a higher content
of active compounds and showing greater
antioxidant activity. The major metabolites of F.
vulgare were found to be inhibitors of the COX-
1 and COX-2 isomers. In particular, they have a
lower IC50 value for COX 2 than for COX-1.
Therefore, at certain concentrations the
metabolites of fennel waste resulted able to
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specifically inhibit the COX-2 isoform that is
activated in inflammatory processes, limiting so
the side effects that occur from the inhibition of
COX-1.
In vitro metabolic studies on cells would seem to
confirm the potential anti-inflammatory activity
of fennel waste; alterations in the metabolism of
compounds involved in inflammatory processes
were highlighted.
Fig. 1. Research workflow
4.Conclusions
Fennel waste studied with a metabolomic approach
has been found to contain biologically active
metabolites, including anti-inflammatory
compounds. suggesting that including it in the
human diet or as a nutraceutical product or as a
functional food can have beneficial effects on
human health.
References 1. S. B. Badgujar, V. V. Patel and A. H. Bandivdekar; Biomed Res Int, 2014, 842674.
2. C. Kure, J. Timmer and C. Stough; Frontiers in pharmacology, 2017, 8, 117-117.
3. M.A. Crescenzi, G. D’Urso, S. Piacente and P. Montoro; Foods, 2021, 10(8), 1893.
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Untargeted metabolomics approach to understand grapevine communication
mediated by volatile organic compounds against downy mildew
S. Avesani1,2,3, V. Lazazzara3, M. Oberhuber2, P. Robatscher2, M. Perazzolli1,3
1 Center Agriculture Food Environment (C3A), University of Trento, Via E. Mach 1, 38098 San Michele all'Adige,
Italy 2Laboratory for Flavours and Metabolites, Laimburg Research Centre, Laimburg 6, Pfatten (Vadena), 39040
Auer (Ora), Italy 3Research and Innovation Centre, Fondazione Edmund Mach, Via E. Mach 1, 38098 San Michele
all'Adige, Italy
Summary: Volatile organic compounds (VOCs) play crucial roles in the communication of plants with other
organisms and are mediators of plant defense against pathogens. The objective of this work is to understand
the mechanism of grapevine communications mediated by VOCs against grapevine downy mildew (caused by
Plasmopara viticola), using an untargeted metabolomics approach.
Keywords volatile organic compounds, downy mildew, metabolomics, grapevine
1. Introduction Plants can produce a wide variety of volatile
organic compounds (VOCs), which can play
crucial roles in the regulation of plant responses
against pathogens1. Different modes of action
against phytopathogens have been attributed to
VOCs, such as induction of plant resistance and
direct inhibition of pathogen growth [1]. Recent
studies showed that the amount of some volatile
terpenes was higher in resistant than susceptible
grapevine genotypes upon Plasmopara viticola
inoculation, indicating their possible involvement
in resistance mechanisms against this pathogen
[2,3]. This work aims at identifying the metabolic
response of VOC-treated grapevine leaves and the
potential activation of VOC-mediated resistance
mechanisms using an untargeted metabolomics
approach.
2. Experimental Susceptible grapevine leaf disks were treated with
a pure terpene, or with water (control) at one day
before and one hour after Plasmopara viticola
inoculation (P. viticola-inoculated) or water
application (mock-inoculated). Downy mildew
severity was assessed six days post inoculation
(dpi) as a percentage of the leaf disk surface
covered by sporulation [3]. Leaf samples were
collected at two time points (one and six dpi) and
an untargeted metabolomics approach was
applied using ultra-high pressure liquid
chromatography- electrospray ionization - high
resolution- quadrupole-time of flight-mass
spectrometry (UHPLC-ESI-Q-TOF-MS) analysis
[4,5]. The Q TOF was operated in both positive
and negative ion modes [5]. Raw data were
processed using an in-house R script and
statistical analysis was performed with the
MetaboAnalyst online platform
(https://www.metaboanalyst.ca/MetaboAnalyst/ho
me.xhtml) [4]. Features with significant changes
in abundance were identified according to the
Volcano Plot analysis, using a t-test (adjusted p-
value ≤ 0.05) and a fold-change higher than two in
at least one comparison [6]. Putative annotations
and metabolic pathways of annotation features
were obtained by KEGG
(https://www.kegg.jp/kegg/) with Vitis vinifera as
a reference organism using the webserver
MassTRIX(http://masstrix3.helmholtzmuenchen.d
e/masstrix3/start.html)[4].
3. Results The assessment of disease severity confirmed that
the pure volatile terpene reduced downy mildew
severity on susceptible grapevine leaf disks.
Principal component analysis applied on the
features (specified by retention time and mass to
charge ratio) discriminated samples according to
VOC treatment and time point, indicating global
metabolite changes in VOC-treated leaf disks. The
annotation of selected features and the respective
metabolic pathways will highlight grapevine
defense responses activated by VOC treatments.
4. Conclusions The untargeted metabolomics approach will
identify the metabolic response of grapevine leaves
to pure VOCs and will help to improve the
knowledge of grapevine defense mechanisms
activated by VOCs against pathogens.
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References
1. E. Quintana‐Rodriguez, A. T. Morales‐Vargas, J. Molina‐Torres, R. M. Ádame‐Alvarez, J. A. Acosta‐Gallegos,
M. Heil; Journal of Ecology, 103.1 (2015), pp 250-260.
2. A. Algarra Alarcon, V. Lazazzara, L. Cappellin, P.L. Bianchedi, R. Schuhmacher, G. Wohlfahrt, I. Pertot, F.
Biasioli, M. Perazzolli; Journal of Mass Spectrometry, 50.8 (2015), pp 1013-1022.
3. V. Lazazzara, C. Bueschl, A. Parich, I. Pertot, R. Schuhmacher, M. Perazzolli; Scientific reports, 8.1 (2018), pp
1- 14.
4. M. Adrian, M. Lucio, C. Roullier-Gall, M. C. Héloir, S. Trouvelot, X. Daire, B. Kanawati, C. Lemaître-Guillier,
B. Poinssot, R. Gougeon, P. Schmitt-Kopplin; Frontiers in Plant Science, 8 (2017), p 101.
5. K. Billet, M. A. Malinowska, T. Munsch, M. Unlubayir, S. Adler, G. Delanoue, A. Lanoue; Plants, 9.8 (2020),
p 1008.
6. S. Krishnan, A. T. Queiroz, A. Gupta, N. Gupte, G. P. Bisson, J. Kumwenda, K. Naidoo, L. Mohapi, V. Mave,
R. Mngqibisa, J. R. Lama, M. C. Hosseinipour, B. B. Andrade, P. C. Karakousis; Frontiers in immunology, 12
(2021) p 2060.
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The development of a manually curated database of the metabolic proteins of
Triticum aestivum (TriMet_DB)
A. Di Francesco1, A. Cucina1, M. G. G. Pittalà1, A. Lanzoni1, C. Mills2, R. Saletti1, S.
Foti1, V. Cunsolo1
1 Laboratory of Organic Mass Spectrometry, Department of Chemical Sciences, University of Catania,
Viale A. Doria 6, 95125, Catania, Italy 2Manchester Institute of Biotechnology, University of Manchester, Manchester M13 9PL, UK
Summary: We report the development of a manually-curated database, the TriticuMet Database, of the
metabolic proteins of Triticum aestivum. This database was used to interpret mass spectrometry data acquired
on the metabolic proteins extracted from the T. aestivum genotype MEC.
Keywords: Proteome analysis, high resolution mass spectrometry, manually-curated database
1. Introduction It is well known that MS-based approaches require
a functionally annotated genome of the specie
under investigation and curated and not redundant
protein sequence databases. The first draft
sequencing of the entire genome of common wheat
(Triticum aestivum), has been completed only
recently and the genomic data have not been
converted into the corresponding protein sequences
[1]. Consequently, because the lacking of
exhaustive and complete database, the MS-based
proteomic studies aimed to the identification of
wheat proteins, their content and distribution, have
encountered many difficulties [2]. On the light of
this evidence, many researchers have moved to
develop exhaustive manually-curated databases to
support proteomic studies. As example, recently, a
manually-curated database (GluPro V1.0) of gluten
proteins, comprising 630 unique full-length protein
sequences that are representative of the different
types of gliadin and glutenin components, has been
compiled [3]. In this context, we report the
development of a manually-curated database,
TriMet_DB, of the metabolic proteins of Triticum
aestivum. Then, the performance of the TriMet_DB
were evaluated in the identification of the
metabolic proteins extracted from of the Triticum
aestivum genotype MEC. The results were
compared with those obtained by searching MS
data against the Swiss-Prot.
2. Experimental Grain of the bread making wheat (Triticum
aestivum) cultivar MEC was grown at CREA-CI,
Foggia. 200 mg of wheat flour were extracted in 2
mL of extraction buffer (0.4 M NaCl, 0.067 M
K2HPO4, pH 7.6). The insoluble fraction was
spinned down, for 15 min at 4°C. The pellet
material was separated and the extraction
procedure was repeated twice. The supernatants
from these extractions were pulled and the
concentration of the extract was determined by
fluorimetric assay using the Qubit Protein Assay
kit with the Qubit 1.0 Fluorometer (ThermoFisher
Scientific, Milan, Italy). Finally, 50 µg of each
sample were reduced, alkylated and digested by
porcine trypsin. Mass spectrometry data were
acquired on a Thermo Fisher Scientific Orbitrap
Fusion Tribrid® (Q-OT-qIT) mass spectrometer
(Thermo Fisher Scientific, Bremen, Germany) in
triplicate runs. MS data were processed using
PEAKS X de novo sequencing software (v. 10.0,
Bioinformatics Solutions Inc., Waterloo, ON
Canada). Data were searched against the manually-
curated TriMet database and against the SwissProt
database restricted to the reviewed T. aestivum
entries.
3. Results The aim of this work was to generate the first
version of an annotated, and non-redundant
resource of wheat (T. aestivum) metabolic protein
entries that would facilitate analysis by MS data. In
particular, to compile our database, we used, as
starting step, two groups of “query sequences”: i)
the 335 reviewed entries of the metabolic proteins
of T. aestivum present in the Swiss-Prot database
(release May 2021), and ii) the 484 proteins of the
species phylogenetically closest to T. aestivum,
identified in a recent work (Di Francesco et al.,
2019) in the metabolic fraction of wheat, by a
shotgun approach [4]. Each “query sequence” entry
was BLAST searched against the TrEMBL section
of Uniprot database to find as many unreviewed
wheat sequences as possible showing the highest
percentage of sequence identity respect to the
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“query sequence”. This step allowed to collected
many protein family (Pfam) clusters that were
checked to eliminate redundant, fragment, or
duplicate sequences. Finally, to compile the first
draft of the TriMet database, all Pfam clusters are
grouped in a FASTA file format that can be directly
read by programs used for mass spectrometry data
interpretation.
To evaluate the performance of the manually-
curated TriMet database, the MS data obtained by
a shotgun analysis of an extract of the metabolic
proteins of wheat (Triticum aestivum) flour of the
cultivar MEC were used. Then, the TriMet
database search results were compared with those
achieved by searching MS data against the T.
aestivum Swiss-Prot_DB. In detail, by searching in
the T. aestivum Swiss-Prot_DB 65 proteins were
identified. On the contrary, using the manually-
curated TriMet database, it was possible to identify
306 protein entries. Of which, 41 proteins were in
common to both the database searches, whereas 24
and 265 were exclusively identified by the T.
aestivum Swiss-Prot_DB and TriMet_DB,
respectively.
4. Conclusions One of the main purposes of many proteomics
analyses is to identify as many proteins as possible
with high quality. Therefore, protein sequence
databases play a fundamental role in the majority
of the currently applied mass-spectrometry-based
proteomics workflows. In this respect, wheat
proteomics is up to date limited because the first
draft sequencing of its entire genome has been
completed only recently, and even today an
exhaustive, well-annotated and complete database
of wheat proteins is lacking. Here we developed a
manually-curated database, named TriMet_DB, of
metabolic wheat (T. aestivum) proteins, containing
4232 entries. The approach used to compile the
manually-curated database permitted the
cataloguing (i.e. protein family classification, and
gene code attribution) of all the protein entries
selected, including the high number of hypothetical
and uncharacterized entries selected by the
TrEMBL section. By means MS-based shotgun
approach the TriMet_DB was tested. In particular,
it was possible to achieve a deeper description of
the protein content of the metabolic fraction
extracted by the bread making wheat (Triticum
aestivum) cultivar MEC, including the Gene
Ontology. Future work will be focused on
expanding the database to include other wheat
species such as Triticum durum, and to incorporate
data from currently available genome sequences of
Chinese Spring, used as standard for Triticum
aestivum, with the aim to facilitate the
identification and functional study of metabolic
proteins of wheat.
References
1. International Wheat Genome Sequencing Consortium (IWGSC); Science, 345 (2014), pp 1251788.
2. M. Rossignol, J. B. Peltier, H. P. Mock, A. Matros, A. M. Maldonado, J. V. Jorrín; Proteomics, 6 (2006), pp 5529-48.
3. S. Bromilow, L. A. Gethings, M. Buckley, M. Bromley, P. R. Shewry, J. I. Langridge, E. N. C. Mills; Journal of
Proteomics, 163 (2017), pp 67-75.
4. A. Di Francesco, R. Saletti, V. Consolo, B. Svensson, V. Muccilli, P. DeVita, S. Foti; Journal of Proteomics, 211
(2020), pp 103530.
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LC-MS for the Analysis of Psychoactive Substances in Archaeological Finds
F. Vincenti1,2, M. Pallotta1, A. Ciccola1, I. Serafini1, M. Croce1,2, G. Di Francesco1, C.
Montesano1, G. Favero3, R. Curini1, M. Sergi4
1Department of Chemistry, Sapienza University of Rome, 00185 Rome, Italy 2Department of Public Health and Infectious Disease, Sapienza University of Rome, 00185 Rome, Italy
3Department of Environmental Biology, Sapienza University of Rome, 00185 Rome, Italy 4Faculty of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, 64100 Teramo,
Italy
Summary: The use of psychoactive substances has been well known since ancient times. It’s known that some
populations used these substances during magical or religious rites. This work shows how the combination of
targeted and semi-untargeted investigations made possible to clarify the use of opium alkaloids by the Dauni
inhabitants.
Keywords: Opium Alkaloids, Cultural Heritage, Dauni
1. Introduction The curative and dangerous properties of many
natural psychoactive substances, , were well known
in antiquity; for example Papaver Somniferum, one
of the most ancient, has been already known since
the Sumerian civilization, and the extraction of
psychoactive substances from plants, in particular
opium, was known and practiced by ancient
Egyptians in Bronze Age, handed down to ancient
Greeks and reached up to the Romans, in which the
first cases of dependence are highlighted [1].
The use of these substances was linked to food and
medicine; moreover, it probably dominated the
rituals due to their symbolic meanings related to
fertility, healing, death.
A particular case is represented by Dauni,
inhabitants of the historical-geographical district of
northern Puglia, which in ancient times (with
Peucezia and Messapia) constituted the Apulia.
This civilization left us a rich ancient collection of
stelae and vases belonging to the VIII – VI century
BC. These ancient vases show pictorial and
morphological references that suggest the use of
opioids by Dauni, probably in a religious and
healing context.
Fig. 2. Urns from the Ceci Macrini private collection
The aim of the work is the development of a
method for the determination of opium alkaloids in
complex matrices, such us archaeological
ceramics, to find evidences of these theories,
combining forensics and cultural heritage through
mass spectrometry.
2. Materials and methods
Urns had been buried for years. Given the valuable
nature of the sample, a sampling technique less
invasive as possible have been implemented. If a
residue of the earth was present, a first sampling
was carried out by means of the grattage technique,
scraping away the residual earth without affecting
the urns itself. Secondly, two different samples
were performed with swab, alcoprep (a commercial
swab containing 2-propanol) and cotton pads
soaked in different solvents such as ethanol and
water. Given the viability of the sample, a versatile
analyte extraction and clean-up method has been
developed, the technique chosen is PLE followed
by dLLME clean-up [2]. The extract obtained was
analysed simultaneously in semi-targeted and
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untargeted modes. An MRM-IDA-EPI method was
developed using a Q-Trap 6500 triple quadrupole
instrument, the samples were analysed in semi-
targeted mode, focusing attention on the detection
of natural opium alkaloids. The untargeted analysis
was conducted using a Q-Exactive Orbitrap to
obtain the complete profile of all natural
compounds that might be present in the vessels.
3. Results and discussion
Even without reference analytical standards, thanks
to the creation and the application of a suspect
screening method based on MRM-IDA-EPI, it was
possible to carry out an initial screening of all the
samples. The method allows to obtain the low
resolution fragmentation pattern of the compounds.
To increase the information confidence, data
obtained from mass spectrometry were coupled
with a prediction study of the retention times of all
suspect analytes performed by a predictive model,
a Quantitative Structure Retention
Chromatographic Relationship (QSRR) one.
Simultaneously, the samples were analysed in high
resolution mass spectrometry with the aim of
obtaining a generic profile of all the compounds
possibly present in the sampled vessels. Carrying
out the two different types of surveys made it
possible to obtain the richest information possible.
The strengths of the two techniques have been
highlighted.
Thanks to the application of the presented method
several opium alkaloids were found in different
urns. In details, morphine, thebaine, quinine and
codeine were present in 7 different manufact. By
means of the untargeted analyses it was possible to
isolate different natural compound, such us
eucalyptol or roccellic acid, deriving from several
medicinal plant commonly used for the preparation
of infusions and oils.
4. Conclusion By applying the two different presented methods to
real samples with targeted and untargeted analyses,
the presence of hallucinogen and antipyretic
substances, such us morphine, codeine,
scopolamine quinine was verified.
Results obtained, allow us to confirm the
hypothesis according to which, the Daunia
population used the opium poppy, and also of the
plants of the Solenaceae and Chincona family,
during several religious and magical rituals [3].
Acknowledgment
The authors would like to thank Dr. Lorello
Macrini, Dr. Marco Macrini for allowing
investigations on the artifacts belonging to their
private collection and Dr. Laura Leone for the
historical and archaeological contribution provided
in order to complete the work
References 1. P. Nencini, Substance Use & Misuse 32(14), 1997, pp. 2111-9
2. F. Vincenti, et al. V. Andreu, Y. Picó, Journal of Chromatography A 1605, 2019, pp 360348
3. L. Leone, Stele daunie: semata funerari o statue votive, 2003, pp. 67–76
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Determination of Carbazole Alkaloids in Murraya Koenigii leaves by means LC-
MRM/PI/IDA/EPI analysis
E. Viteritti1, F. Eugelio1, E. Oliva1, F. Fanti1, S. Palmieri1, E. Bafile2, A. Pepe1, D.
Compagnone1, M. Sergi1
1University of Teramo, Faculty of Bioscience and Technology for Food, Agriculture and Environment, Teramo, Italy. 2Sintal Dietetics
Summary: Several biological activities of Murraya Koenigii are attributed to Carbazole alkaloids (CAs). An
LC-MS/MS method for simultaneous, quantification and putative identification of CAs was developed. The
analyses were performed by using predictive multi experiment approach, coupling multiple reaction
monitoring (MRM) and precursor product ion scan (PIS) with information-dependent acquisition (IDA) and
enhanced product ion scan (EPI).
Keywords: Carbazole alkaloids; HPLC-MS/MS; EPI.
1. Introduction Carbazole Alkaloids (CAs) represent an important
classes of natural products, as these compounds
showed various biological activities [1]. A large
number of carbazole alkaloids have been isolated
from higher plants of the Rutaceae family, and in
particular, from the genus Murraya [2]. In this
work, a sensitive method involving the use of High
Performance Liquid Chromatography (HPLC)
coupled to a hybrid Triple Quadrupole-Linear Ion
Trap (LIT-QqQ) mass spectrometer was
developed. A putative identification and
simultaneous quantification was provided for CAs
on the leaves of Murraya Koenigii. This method
was performed using a combination of predictive
multi experiment approach coupling multiple
reaction monitoring (MRM), precursor ion scan
(PI), information-dependent acquisition (IDA) and
enhanced product ion scan (EPI). An extraction and
clean-up procedure was also developed to obtain
good recoveries of all analytes (from 60% to 85%)
by solid-phase extraction (SPE).
2. Experimental The samples were analyzed by two different
acquisition modes in a single run: MRM/PI/IDA-
EPI. The MRM acquisition mode, coupled with
IDA-EPI experiment, allowed the quantitative
analysis for analytes, whose standards were
available; moreover, it allowed the putative
identification of 11 more CAs and their isomers,
whose MRM transitions were generate by means of
in silico experiments using the Competitive
Fragmentation Modeling for Metabolite
Identification (CFM-ID) [3,4] and added to create
the inclusion list. The IDA method was then used
to trigger the EPI scans by analyzing MRM signals,
so unknown compounds were confirmed by
matching dependent MS/MS spectra acquired in
EPI mode with the literature or fragment prediction
made by CFM-ID. The PI-IDA-EPI approach
allowed to find and predict, in a single acquisition,
the presence of further compounds not included in
the MRM list, but with similar structure. In this
work we applied an IDA approach with 2 survey
scans (MRM+PIS) and an EPI experiment as a
dependent scan. The use of PIS as survey scan
greatly helped to extend the number of ions to
include in the IDA criteria and therefore in EPI
experiment, so widening the number of potential
candidates for the putative identification in the
selected matrices.
3. Results The proposed analytical method allowed to
perform a qualitative and quantitative analysis of
the CAs in Murraya Koenigii leaves. Targeted
analysis using the MRM-IDA-EPI acquisition
mode provided a sensitive and robust quantitative
analysis on targeted compounds with LOQs
between (4.2 and 12.7 pg mg-1); semi-untargeted
analyses with MRM-IDA-EPI scan mode was used
to confirm the standard analytes and to investigate
their isomers and the analogs of CAs, whose peaks
have been obtained by means of the in silico MRM
transitions. The acquisition of the EPI spectra of
the following analytes was used to propose a
hypothetical identification. For example, the MRM
transitions optimized for Koenigicine standard,
showed peaks at RT 5.84 min and 6.27 during
samples acquisition. The peak at RT 6.27
corresponds to Koenigicine, identification
confirmed through the comparison with the
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analytical standard. The EPI spectrum of this peak
was acquired and matched with the spectrum of
Koenigicine reported in literature [5]. It was
possible to confirm the fragments m/z: 309.0,
293.0; 282.0; 278.0; 268.0; 238.0; 210.0; 167.0;
from the fragmentation pattern it is possible to
hypothesize that the compound is Koenigicine. The
other peak at RT 5.84 has been hypothesized to
belong to Mukonicine, an isomer of Koenigicine
which differs by the position of a methoxyl group.
From the analysis of the EPI spectrum, which was
compared with the MS/MS spectrum predicted by
CFM-ID, a fragmentation pattern similar to that of
Koenigicine is evident, and the following
fragments have been confirmed: 309.0; 278.2;
266.0; 250.1; 238.0; 210.1. For the correspondence
of the fragments it was possible to hypothesize that
this compound is probably Mukonicine.
The ions at m/z: 258.0; 264.1; 334.2; 346.2; 364.2;
376.1; 393.1 corresponding probably to the mass
6,7-Dimethoxy-1-hydroxy-3-methylcarbazole;
Girinimbine; Mahanimbinol; Murrayamine J;
Murrayanol; Murrayakonine C; Bis-2-hydroxy-3-
methylcarbazole was identified in the PI-IDA-EPI
scan m/z 210.1. For the m/z 264.1 a peak was
obtained at RT 2.84 min. The peak was associated
with Girinimbine. In fact the acquired EPI
spectrum was compared with the data reported in
the literature [6] and it was possible to compare the
following fragments: 249.0; 246.0; 236.0; 222.0;
206.4.
4. Conclusions The presented method was performed using a
combination of predictive multi experiment
approach that provides a targeted and semi-
untargeted approach to obtain both reliable
quantitative data, by MRM-IDA-EPI acquisition,
and structural information on analogues CAs using
MRM/PI-IDA-EPI acquisition mode. Accuracy,
linearity, precision, LOD and LOQ were evaluated
for validation, with good performance in each
parameter. The presented method could represent
an useful tool for studying the content of CAs in
different matrices, with good sensitivity, and also
for screening and confirming unknown analogues
included in CAs.
References 1. Y. Zang, C. Li, X. Song, J. Ma, J. Yang, and D. Zhang, J. Asian Nat. Prod. Res., vol. 6020, no. May, pp. 1–7,
2017.
2. F. F. Zhang, L. L. Gan, and C. H. Zhou, Bioorganic Med. Chem. Lett., vol. 20, no. 6, pp. 1881–1884, 2010.
3. F. Allen, R. Greiner, and D. Wishart, Metabolomics, vol. 11, no. 1, pp. 98–110, 2015.
4. Y. Djoumbou-Feunang et al.,Metabolites, vol. 9, no. 4, pp. 1–23, 2019.
5. A. A. Ochung’ et al., J. Korean Soc. Appl. Biol. Chem., vol. 58, no. 6, pp. 839–846, 2015.
6. J. L. Songue, Kouam, E. Dongo, T. N. Mpondo, and R. L. White, “Chemical constituents from stem bark and
roots of Clausena anisata,” Molecules, vol. 17, no. 11, pp. 13673–13686, 2012.
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Comprehensive two-dimensional liquid chromatography coupled to mass
spectrometry detection for characterization of bioactive compounds in food and
natural products
F. Cacciola1, K. Arena2, P. Dugo2,3, L. Mondello2,3,4
1 Department of Biomedical, Dental, Morphological and Functional Imaging Sciences, University of Messina, Messina,
Italy 2 Department of Chemical, Biological, Pharmaceutical and Environmental Sciences, University of Messina, Italy
3 Chromaleont s.r.l., c/o Department of Chemical, Biological, Pharmaceutical and Environmental Sciences, University
of Messina, Messina, Italy 4 Department of Sciences and Technologies for Human and Environment, University
Campus Bio-Medico of Rome, Italy
Summary: The present contribution aims to highlight the use of comprehensive two-dimensional liquid
chromatography coupled to mass spectrometry detection for the characterization of bioactive compounds in
food and natural products. The developed approach is estimated as a valuable tool for the quali-quantitative
study of complex food and natural products.
Keywords: LC×LC; natural products; mass spectrometry.
1. Introduction Polyphenols comprise a complex class of bioactive
compounds, whose nature and high content in
commonly consumed foodstuffs, make their
analysis challenging. Comprehensive two-
dimensional liquid chromatography is a well-
established method for the unraveling of complex
food and natural products samples.
2. Experimental Combination of reversed-phase×reversed-phase
(RPLC×RP-LC) and hydrophilic interaction liquid
chromatography×reversed-phase (HILIC×RP-LC)
were investigated for unravelling polyphenol
profiles in food and natural products samples.
Moreover, the use of active modulation in the
HILIC×RP-LC approach, performed by the
addition of a make-up flow, efficiently helped to
compensate for the solvent strength mismatch
produced between the two dimensions.
3. Results The developed LC×LC methods allowed an
improved separation of bioactive compounds with
enhanced practical peak capacity and orthogonality
with respect to the current conventional available
methodologies. In addition, a quantification
approach was carried out through external
calibration curves yielding satisfactory LODs,
LOQs, intraday and interday precision and
recovery values.
4. Conclusions The developed approach can be estimated as a
valuable tool for the quali-quantitative study of
natural products, considering their great
complexity and high dimensionality. Furthermore,
their polyphenolic characterization will be of valid
aid to confirm their potential use for the human
health.
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Quantification of glyphosate in milled and brown rice in LC-ICP-MS/MS
P. Scardina1, Andrea Carcano1, Gian Maria Beone2, Maria Chiara Fontanella2,
Agnese Salvatico2
1Agilent Technologies Italia S.p.A. – Cernusco Sul Naviglio – MI – Italy
2Univ. Cattolica del Sacro Cuore – Dipartimento di Scienze e Tecnologie Alimentari – Piacenza -Italy
Summary: We developed a new method for the quantification of Gliphosate in rice by coupling an Agilent
bio-inert 1260 HPLC system with an Agilent 8900 QQQ ICP MS/MS System. The result is a very sensitive
and selective method with a minimum sample preparation; LOQ are lowed than the EU community limits
and this methos can be extended to other food matrix
Keywords: LC-ICP-MS/MS – Gliphosate - Rice
1. Introduction Gliphosate (GLY) is a potential carcinogenic
pesticide regulated by UE regulation 293/213 in
food and in particular in rice with a limit of 0.1
mg/kg considered the actual instrumental LOQ. A
new method developed coupling an Agilent bio-
inert 1260 HPLC system with an Agilent 8900
QQQ ICP MS/MS System is able to improve of
classical LC-MS method LOQ with a simplified
sample preparation.
2. Experimental ICP-MS/MS is a very selective and sensitive
detector for phosphorus, a controlled reaction with
oxygen can remove all the potential on mass
polyatomic interferents.
Rice samples prepared by extraction and after
filtration is introduced in a coupled LC-ICP-
MS/MS system, different instrumental set-up
has been tested on milled and brown rice
3. Results Method shows a very good linearity and
reproducibility with excellent LOQ both in milled
and brown rice with a good recovery even on very
low spike amount
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4. Conclusion This work isa proof that actual triple quadrupole
ICP-MS-MS system can be extended to organic
method when coupled to HPLC system, with the
advantage of a simplified sample preparation and
an improvement of LOQ.
This method can be implemented to other food
matrix and to other organic pollutant containing
elements like phosphorus and/or sulphur.
References
1. A. L. Valle · F. C. C. Mello · R. P. Alves-Balved L. P. Rodrigues· L. R. Goulart · Environmental Chemistry Letters
(2019) 17:291–317
2. B. Lajin, W. Goessler - TalantaVolume 196, 1 May 2019, Pages 357-361
3. E. M. Pimenta, F F. da Silva, É. S. Barbosa, A. P. Cacique,D. L. Cassimiro, Gevany P. de Pinhoa, F. O. Silvério - J.
Braz. Chem. Soc., Vol. 31, No. 2, 298-304, 2020
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Raw materials in food manufacturing: a complexity ascertained by high-
resolution mass spectrometry
M.A. Acquavia1,2, R. Pascale3, A. Onzo1, C. Gaeta4, P. Iannece4, R. Ciriello1, F. Lelario1, C. Tesoro1, R. Rubino5, G. Bianco1
1Università degli Studi della Basilicata, Dipartimento di Scienze, via dell’Ateneo Lucano 10, 85100, Potenza, Italy
2THEMA INFORMATIK S.r.l Via Ressel 2/F, 39100, Bolzano, Italy 3Gnosis by Lesaffre, Pisticci, 75015 Matera, Italy 4Università Degli Studi di Salerno, Dipartimento di Chimica e Biologia, Via Giovanni Paolo II 132, Fisciano, Italy
5ANFoSC - Via San Leonardo 62/A, 84131 Salerno, Italy.
Summary: The raw materials for food manufacturing are commonly considered similar in the whole
agricultural world, due to the parameters used to evaluate their quality. Here, HRMS-based metabolomics
was used to ascertain the complexity and establish the differences among several species and varieties of
Italian agro-food products.
Keywords: agro-food products; metabolomics; HRMS
1. Introduction The market of agro-food products constitutes a
highly specialized and competitive sector.
Nevertheless, the raw materials for food
manufacturing are often considered similar in
the whole agricultural world, as the parameters
commonly employed to evaluate their quality
are poorly connected to their flavor. Indeed, they
are mainly indices of their nutritional value (i.e
proteins, fats and carbohydrates content) or of
the type of technological processing to which
they are subjected, in order to obtain the final
products. As example, for cereal-based food,
such as pasta, the aspects of major importance to
account their quality include test weight, 1000-
kernel weight, physical defects, vitreousness,
moisture content, weather damage and grain
protein percentage, as well as the milling
process of the grain [1]. Actually, the natural
conditions (terroir) and the local know-how
(savoir-faire) have proved to be important
sources of distinctiveness for the agricultural
productions and their derived food [2]. Both the
terroir and the know-how account for the
differentiation of the products, which is
reflected in their metabolic composition [3,4].
Mass spectrometry-based metabolomics
approaches could be successfully applied as tool
for the differentiation of agro-food products,
since they allow to get a chemical fingerprint of
food matrices and differentiate them on the basis
of the molecules occurring in the sample. Here,
we investigated the molecular complexity of
common Italian raw materials for food
manufacturing by high-resolution mass
spectrometry.
2. Experimental The extracts of different Italian agro-food
products, i.e. beans, peppers and aubergines as well
as of the flours obtained by wheat cultivated in
several area of the Basilicata region (South Italy),
were analyzed by electrospray ionization (ESI) FT-
ICR MS technique. High-resolution mass spectra
were acquired with a 7 T solariX XR FT-ICR MS
(Bruker Daltonik GmbH, Bremen, Germany) and
then exported to peak lists. To obtain unequivocal
formulas for each m/z signal, several constraints
were applied, such as atoms number limitations,
restrictions on atoms to carbon number ratios,
RDBE > 0, nitrogen rule, and isotopic pattern
filtering. HRMS data were processed by using Data
Analysis (v4.2, Bruker Daltonik GmbH, Bremen,
Germany) and the R software (, v3.6.3) and were
represented using van Krevelen diagrams, which
sort them onto two axes according to H/C and O/C
atomic ratios.
3. Results Direct-injection High Resolution ESI(±)-FT-ICR
MS data were used to obtain a general description
of the metabolome of different Italian agro-food
products. The processed mass spectra showed a
huge number of peaks, thus revealing the wide
diversity of metabolites occurring in the samples.
As a matter of fact, the number of identified
phytoconstituents remarkably increased from
beans (100-200 detected metabolites) to aubergines
(7000 detected metabolites), thus showing how
their content is related to the plant species (Fig. 1).
Besides, the number of metabolites, albeit to a
lesser extent, also varies within the same species,
both in the case of different varieties and for the
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same variety of a given agro-food product. As
example, for Peperoni di Senise peppers, the
secondary metabolites are about one third higher
for those protected by the PGI quality mark, thus
suggesting the influence of agricultural practices
on the chemical peculiarities of the matrix.
Moreover, the content of biomolecules is different
also in the food products obtained from the
processing of raw materials. Indeed, as
experimental evidence, the HRMS data obtained
for flours derived from the wheat cultivated in
different areas of the Basilicata region, were
different. In addition to the number of metabolites,
the differences were evident in their distribution
within the molecular maps (Van Krevelen
diagrams) too. The variability in the metabolic
fingerprint of the Carosella flours (Fig. 2), which
excel from a molecular point of view, is presumably due to the areas of wheat cultivation,
thus supporting the thesis of raw materials
differentiation for food manufacturing.
4. Conclusions High-resolution mass spectrometry proved to be a
valid tool to ascertain the complexity of agro-food
products. The high levels of resolution and
accuracy reached made possible to assess the
metabolic differences existing among vegetables
belonging to different species. More importantly,
the construction of 2D Van Krevelen plots allowed
to highlight a consistent variability in the
metabolomic fingerprints of agro-food matrices
belonging to the same variety. Such a variability
was reflected also in the products derived from
their manufacturing and could account for their
different quality and organoleptic properties.
Fig. 1. Number of metabolites identified by ESI(±)-FT-ICR MS data in agro-food products (beans, peppers, aubergines)
and flours of Basilicata region (South Italy).
Fig. 2. Van Krevelen plots of Carosella flour (262 metabolites) obtained by wheat cultivated in Episcopia (PZ) (A); Van
Krevelen plots of Carosella flour (3750 metabolites) obtained by wheat cultivated in Valsinni (PZ) (B). Types of the
formula are distinguished by colors.
References 1. Sicignano, A., Di Monaco, R., Masi, P., and Cavella, S. (2015) F. J. Sci. Food Agric., 95 (13), 2579–2587.
2. Bowen, S., and Zapata, A.V. (2009). J. Rural Stud., 25 (1), 108–119.
3. Dias, C., and Mendes, L. (2018) P. Food Res. Int., 103 (September 2017), 492–508.
4. Pascale, R., Bianco, G., Cataldi, T.R.I., Kopplin, P.S., Bosco, F., Vignola, L., Uhl, J., Lucio, M., and Milella, L.
(2018). Food Chem., 242 (June 2017), 497–504.
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Use of native-mass spectrometry to elucidate the oligomeric state and substrate-
binding affinity of FrlB, a bacterial deglycase
A. Di Capua1,2, S. Kovvali3, C. E. Bell4, V. Gopalan1, V. H. Wysocki1,2
1Department of Chemistry & Biochemistry, 2Resource for Native MS-Guided Structural Biology, 3Department of
Microbiology, 4Department of Biological Chemistry & Pharmacology, The Ohio State University, Columbus, OH
Summary: Here, we used native mass spectrometry to confirm the oligomeric state of FrlB, a bacterial
deglycase, and six of its mutant derivatives. We also elucidated the ligand binding affinity and stoichiometry
of its natural substrate, 6-phospho-fructolysine, to better identify the active site and catalytic mechanism of
FrlB.
Keywords: native mass spectrometry, ligand binding affinity, FrlB deglycase
1. Introduction Amadori compounds are stable sugar-amino acid
conjugates that are formed non-enzymatically via
the Maillard reaction. Most of the sugar-amino
acids can be metabolised through a common
pathway that involve a putative permease, a kinase,
and a deglycase, to give as final products a glucose-
6-phosphate and the respective amino acid.[1]
Fructose-lysine (F-Lys, ε-conjugated) is one of the
most abundant Amadori compounds in processed
foods and is a key intermediate in the formation of
advanced glycation end products, which in turn are
implicated in inflammation and disease. FrlB, a
deglycase, converts 6-P-F-Lys to L-lysine and
glucose 6-phosphate, with the latter feeding into
glycolysis among other routes. To better
understand the catalytic mechanism of FrlB, we
sought to identify the residues involved in its
catalytic mechanism.[2] Towards this goal, we
investigated Salmonella FrlB wild type (WT) and
six mutant derivatives.
Native Mass Spectrometry (nMS) is a powerful
analytical tool that allows study of macromolecular
complexes in the gas phase where proteins remain
folded and non-covalent interactions can be
preserved. The general workflow is based on a
protein buffer exchange with a solution of a volatile
salt (usually ammonium acetate) followed by nano-
ESI-MS analysis. The use of a volatile electrolyte
at the physiological pH and ionic strength allows
for transfer of biomolecules from solution to the
gas phase without perturbing protein-binding
interactions. [3] Here, we used native MS to confirm
the oligomeric state of WT FrlB and six individual
mutants and to investigate their affinity for the
substrate 6-P-F-Lys.
2. Methods Recombinant WT FrlB and six individual mutants
of FrlB were overexpressed in Eschericha coli and
purified by affinity chromatography. For native
mass spectrometry analysis, proteins were buffer-
exchanged into 200 mM ammonium acetate
(AmAc, pH 6.8) using 6-kDa cutoff Micro Bio-
Spin columns. For FrlB-6-P-F-Lys (enzyme-
substrate) complex experiments, 6-P-F-Lys was
diluted using 200 mM AmAc to the desired
concentration and then mixed with FrlB. Samples
were introduced into the mass spectrometer using
nano-electrospray ionization. For Online Buffer-
Exchange nMS (OBE-nMS), samples were kept in
their storage buffer and injected into the mass
spectrometer through a desalting (buffer exchange)
cartridge connected to a Vanquish liquid-
chromatography system (Thermo Scientific). [4-7]
Experiments were performed on an in-house
modified Thermo (Q) Exactive UHMR which was
modified to include an SID device after the
quadrupole.[8]
3. Results Native mass spectrometry was used to determine
the oligomeric state of FrlB WT as well as six
mutants. By using nano-ESI mass spectrometry, we
confirmed the dimeric oligomeric state for FrlB
WT and mutants. To determine the exact molecular
mass of monomers, surface-induced dissociation
(SID) was used. SID is an activation method where
proteins in the gas phase collide with a surface and
generate native-like subcomplexes.
Once we confirmed the exact mass and the
oligomeric state of our proteins, we investigated
the binding affinity of FrlB for its natural substrate
6-P-F-Lys. When FrlB was titrated with different
concentrations of 6-P-F-Lys, we observed two
copies of 6-P-F-Lys bound to the FrlB dimer (at a
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protein:ligand ratio 1:400). We then investigated
the binding competence of the six FrlB mutants,
and we observed that one of them (S46A) exhibited
a lower affinity for the natural substrate 6-P-F-Lys
and the rest were incompetent. These results are in
agreement with the kinetic studies conducted on
the FrlB mutant derivatives, where only one mutant
(S46A) showed cleavage of the substrate and the
rest are inactive. Collectively, these data provide
insights into the active site of FrlB.
Moving forward, electron capture dissociation
(ECD) coupled with high-resolution mass
spectrometry will be performed to further refine
this picture of the FrlB catalytic center.
References
1. V.M. Deppe, J. Bongaerts, T. O’Connell, et al. Applied microbiology and biotechnology (2011), pp. 399–406. 2. B. Graf von Armansperg, F. Koller, N. Gericke, et al. Molecular microbiology (2021), pp. 175–190.
3. K.R. Karch, D.T. Snyder, S.R. Harvey, V.H. Wysocki Annual review of biophysics (2022), 51.
4. Z.L. VanAernum, F. Busch, B.J. Jones, M. Jia, Z. Chen, S.E. Boyken, et al. Nature protocols (2020), pp. 1132-
1157.
5. M. Jia, S. Sen, C. Wachnowsky, I. Fidai, J.A. Cowan, V.H. Wysocki. Angewandte Chemie (International ed. in
English), (2020), pp. 6724-6728.
6. F. Busch, Z.L. VanAernum, S.M. Lai, V. Gopalan, V.H. Wysocki. Biochemistry, (2021), pp. 1876-1884.
7. B.E. Szkoda, A. Di Capua, J. Shaffer; E.J. Behrman, V.H. Wysocki, V. Gopalan. Journal of molecular biology
(2022), 167480.
8. Z.L. VanAernum, J.D. Gilbert, M.E. Belov, A.A. Makarov, S.R. Horning, V.H. Wysocki. Analytical chemistry
(2019), pp. 3611-3618.
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Assaying vegetable specimens by FT-ICR mass spectrometry, an election
technique in metabolomic studies
A. Lasalvia, A. Maccelli, S. Fornarini, M. E. Crestoni
Dipartimento di Chimica e Tecnologie del Farmaco, Università di Roma “La Sapienza”, P. le Aldo Moro 5, 00185,
Roma, Italy
Summary: Untargeted profiling studies have been performed on two different extracts of Goji berry (Lycium
barbarum L.) and Sulmona red garlic (Allium sativum L.). Direct infusion electrospray ionization (ESI) source
hyphenated with Fourier transform ion cyclotron resonance (FT-ICR) mass spectrometer (MS) has allowed to
investigate and characterize, in a multimethodological approach, the phytochemical composition of food
matrices.
Keywords: FT-ICR MS, Metabolomics, foodstuffs
1. Introduction The omics sciences aim to identify, characterize,
and quantify all molecules that are involved in
biological pathways. Metabolomics, a branch of
omics sciences, investigate all chemical processes
concerning metabolites, which are the end products
of cellular pathways in cell, tissue, and organ. In
this field, mass spectrometry represents one of the
election techniques due to its analytical sensitivity
and specificity. The study of a metabolomic
fingerprint may follow either a targeted or an
untargeted approach. In this context, based on
recent work[1], an untargeted study has been
carried out by high resolution FT-ICR mass
spectrometry on two different foodstuff extracts of
Goji berry (Lycium barbarum L.) and Sulmona red
garlic (Allium sativum L.) for a comprehensive
qualitative characterization. At same time this
work winks at sustainability by shedding light on
waste material, such as goji berries leaves or garlic
tunics, because they can be renovated into a rich
source of ingredients useful to different purposes.
Goji berries (GBs), excellent source of macro- and
micronutrients, have gained increasing interest in
western world justifying the naming as
“superfood” due to the wide variety of
pharmacological functions, including antioxidant,
immunomodulatory and anticancer properties[2].
Not only berries, but also Goji leaves hold a high
amount of antioxidant and bioactive compounds,
which makes them promising in nutraceutical and
cosmetic field.
Garlic (Allium sativum L.) belonging to the
Amaryllidaceae family represents one of the most
diffuse aromatic and food herb. Garlic bulbs are
potentially involved in the prevention of chronic
and degenerative disorders[3] thanks to their
complex composition in bioactive compounds
including metabolites with antimicrobial,
antiradical and antioxidant activities, thus gaining
great interest as functional foods. ‘Rosso di
Sulmona’ is a garlic variety inserted into the list of
the officially recognized commercial varieties of
red garlic (DM 296/2009 delivered by Italian
Ministry of Agricultural, Food and Forestal
Policy). This crop presents a whole bulb covered
by a white tunica and a characteristic reddish tunica
surrounding each bulbil once the bulb is divided.
Its identification is related to morphological and
morphometric characteristic factors, while the
chemical properties have never been studied.
2. Experimental Samples have been analysed by direct infusion
ESI-MS. High resolution mass analysis of each
sample was carried out by using a Bruker BioApex
FT-ICR. All mass spectra were recorded in the m/z
100-1000 range and the measurements were based
on the “monoisotopic” ion. The extreme accuracy
of high resolution gives a univocal molecular
formula which has been assigned to several
metabolites with an uncertainty of less than 3 ppm.
Further confirmation of the identity of ionic species
was obtained by CID MS/MS experiments on
mass-selected ions giving complementary proof of
the peak assignment. Further tests by cross-
reference with online libraries were also
performed.
3. Results and Conclusions MS analyses of GBs have regarded hydroalcoholic
(HA) and organic (O) extracts of fruits and leaves
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of two different GBs cultivars: Sweet Rose and Big
Life of L. barbarum L., at red (ripe) and green
(unripe) ripening stages. In addition, a sample of
BL grown under less sun exposure (LE) was
analysed. Each sample revealed up to 1400
molecular formulas for fruits and more than 600 for
leaves. Garlic analyses were conducted on two HA
extracts of ‘Sulmona red garlic’ comparing
chemical and biological properties of the smaller
bulbs, the external white tunica and the inner red
tunica. The qualitative analyses of HA extracts
from samples, collected in two different years,
have revealed more than 400 molecular formulas
for each of them. Lastly, the analyses, for both GBs
and Sulmona red garlic extracts, have been
completed by graphical visualisation tools, such as
van Krevelen diagrams and elemental composition
histograms, and multivariate statistical analysis
(PCA). These tools allow to obtain interesting
information about density of molecular classes,
metabolic pathways linking metabolites and
correlation between samples. To conclude, the
obtained results corroborated the rich composition
in bioactive compounds (such as the Lycium
barbarum polysaccharides, carotenoids,
polyphenols, hydroxycinnamic acids) of Goji
berries and leaves imparting them beneficial
properties for health and well-being and making
them a promising source in the pharmaceutical,
food, and cosmetic fields. Likewise, Sulmona red
garlic MS analyses highlighted the great
abundance of lipids, polyketides, amino acids and
organosulfur compounds. Moreover, this work
confirmed MS as highly sensitive method and
therefore the election technique to obtain accurate
mass measurements of metabolites in complex
matrices, wherein several hundred signals can be
revealed in a single measurement. In addition,
application of the graphical visualisation tools and
statistical method to mass spectrometry analyses
allows to condense a p-dimensional information in
a two-dimensional space in order to gain an
immediate graphic visualization of the data and to
understand the different correlation between the
variables by verifying the assumptions on the data.
References 1. Maccelli, S. Cesa, F. Cairone, D. Secci, L. Menghini, B. Chiavarino, S. Fornarini, M.E. Crestoni and M. Locatelli;
Journal of Mass Spectrometry. (2020). 55:e4525.
2. Yao, R.; Heinrich, M.;Weckerle, C.S. J. Ethnopharmacol 2018, 212, 50–66.
3. V.P.Londhe, A.T.Gavasane, S.S.Nipate, D.D.Bandawane, P.D.Chaudhari. Angiogenesis. 2011, 12(13), 129–1
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ORALS
La spettrometria di massa nelle Scienze della vita
Chairs: Fulvio MAGNI & Donatella CARUSO
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Metabolomics, analytical tools for the systems-level analysis of metabolism
G. Paglia
School of Medicine and Surgery, University of Milano-Bicocca.
Summary: The use of Ion Mobility Mass Spectrometry in Metabolomics and its application in sport medicine and
transfusion medicine
Keywords: Metabolomics, Lipidomics, Ion Mobility Mass Spectrometry, Sport Medicine and Transfusion
Medicine.
Metabolomics and lipidomics are rapidly evolving
analytical approaches in life and health sciences and
they aim to the complete characterization of
metabolites and lipids in cells, tissues, and biological
fluids. Mass spectrometry (MS) is the most widely
used tool for metabolomics and lipidomics, enabling
the analysis of complex mixtures of small molecules
present with a wide dynamic range of concentrations
in biological samples. MS alone, however, is not able
to completely
resolve and characterize the thousands of metabolites
and lipids, including many isobaric and isomeric
species. One of the most attractive technological
innovations in the field of MS-based
metabolomics/lipidomics is the coupling of ion
mobility spectrometry (IMS) to MS, combination that
provides a powerful analytical platform that can
separate ions beyond mass to charge ratio (m/z).
However, metabolomics is not only measuring as
many metabolites as possible but should be considered
also a tool for the systems-level analysis of
metabolism. Considering that the metabolome and
lipidome are both impacted by genetic background
and environmental exposure, metabolomics and
lipidomics can provide the ultimate molecular
description of the phenotype of a biological system.
This report will first describe the benefits of coupling
IM-MS in metabolomics studies and then will present
applications of metabolomics to study metabolism in
cells and biological fluids, ranging from sport
medicine, transfusion medicine and population
studies.
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Proteomic profile of extracellular vesicles secreted by astrocytes using high
resolution mass spectrometry
M. G. G. Pittalà1, L. Leggio2, G. Paternò2, A. Cucina1, V. Cunsolo1, A. Di Francesco1, B.
Marchetti2, S. Foti1, N. Iraci2, R. Saletti1
1Laboratory of Organic Mass Spectrometry, Department of Chemical Sciences, University of Catania, Via S. Sofia 64,
95123 Catania, Italy; 2 Laboratory of Molecular Biology, Department of Biomedical and Biotechnological Sciences, University of Catania, Via S.
Sofia 97, 95123 Catania, Italy.
Summary: We characterized the proteome of astrocyte-derived extracellular vesicles (EVs) from the main brain
regions affected in Parkinson’s disease (PD), in basal and activated conditions. Our data suggest that specific
proteins are sorted towards EVs depending on the cellular origin and treatment, with potential implications for
PD diagnosis and treatment.
Keywords: Parkinson's disease, exosomes, shotgun approach
1. Introduction Parkinson's disease (PD) is a devastating
neurodegenerative disease caused by progressive
loss of dopaminergic neurons in the Substantia Nigra
pars compacta within the ventral midbrain (VMB),
and their terminals in the striatum (STR) [1]. During
PD onset and progression, extracellular vesicles
(EVs) secreted by astrocytes (AS-EVs) were
identified as potential contributors in the propagation
of molecules able to enhance neurotoxicity.
However, EVs can have also a neuroprotective role
in PD [2].
To identify the mechanisms involved in the
neuroprotective effects of AS-EVs [3], we have
investigated their proteomic profile, comparing
vesicles secreted by astrocytes from the VMB vs. the
STR, both in basal conditions (AS-EVs Ctrl) and
activated by the pre-treatment with the
neuroprotective chemokine CCL3 (AS-EVs CCL3).
2. Experimental Intact EVs were purified via differential
ultracentrifugation from primary cultures of
postnatal VMB and STR astrocytes. EVs were
incubated in ice for 15 min and then lysed using 0.1%
RapiGest SF. Proteins were purified from salts, lipids
and other contaminants, reduced with DTT, alkylated
by addition of iodoacetamide and in-solution
digested using porcine trypsin. Analysis was
conducted in triplicate by a shotgun approach and
nanoUHPLC/High-Resolution nanoESI-MS/MS [4].
Finally, we have performed Gene Ontology analysis
in order to unravel molecular processes and
biological functions potentially coordinated by AS-
EVs.
3. Results MS analysis revealed a different proteomic profile of
AS-EVs Ctrl and AS-EVs CCL3 extracted from
VMB and STR. In particular, the data shown, among
the common proteins identified, the presence of
classical EV markers, such as Cd81, Sdcbp and Tfrc
but also of astrocyte markers, such as Aldh1l1 and
GFAP. Furthermore, both cytosolic and
mitochondrial proteins (e.g. Atp5f1a and b) and
glycolytic enzymes (e.g. Eno1 and Pkm) were found.
Instead, among the proteins identified exclusively in
the AS-EVs CCL3 samples, many of them are
involved in regulation and development of nervous
system, in secretion of synaptic vesicles and in
differentiation and proliferation of neurons and glia
cells. Gene Ontology Enrichment Analysis showed
that EV proteins correlated with neurological disease
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pathways including neurodegeneration, loss of
synapse and neuroinflammation; interestingly
they are also enriched in terms related to cellular
growth, neural and glial proliferation, outgrowth
of neurites and branching of axons, in line with
the neuroprotective potential of the donor
astrocytes.
4. Conclusions
Our results suggest the existence of a molecular
machinery capable of organizing in the astrocytes
the sorting of specific proteins towards EV-
mediated secretion. Furthermore, it implies the
possibility that the secreted proteins may have
specific functions when transferred to target
cells and the possibility to reprogram AS-EVs for
brain repair. Thus, the knowledge generated
within this study, may pave the way for the
development of innovative therapeutic
approaches to tackle PD.
References
1. E. C. Hirsch, P. Jenner, S. Przedborski; Mov. Disord., 28 (2013), pp 24–30.
2. B. Marchetti, L. Leggio, F. L'Episcopo, S. Vivarelli, C. Tirolo, G. Paternò, C. Giachino, S. Caniglia, M. F.
Serapide, N. Iraci; J. Clin. Med., 9, (2020), 1941.
3. L. Leggio, F. L’Episcopo, A. Magrì, M. J. Ulloa-Navas, G. Paternò, S. Vivarelli, C. A. P. Bastos, C. Tirolo, N.
Testa, S. Caniglia, P. Risiglione, F. Pappalardo, N. Faria, L. Peruzzotti-Jametti, S. Pluchino, J. M. Garcia-
Verdugo, A. Messina, B. Marchetti, N. Iraci; BiorXiv, (2021), preprint.
4. M. G. G. Pittalà, S. Conti Nibali, S. Reina, V. Cunsolo, A. Di Francesco, V. De Pinto, A. Messina, S. Foti, R.
Saletti; Int. J. Mol. Sci., 22 (2021), 12833.
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Liquid Chromatography-High Resolution Mass Spectrometry (LC-HRMS)
Profiling of Commercial Enocianina and Evaluation of Their Antioxidant and
Anti-Inflammatory Activity
L. Della Vedova1, G. Ferrario1, F. Gado1, A. Altomare1, M. Carini1, P. Morazzoni2, G.
Aldini1 and G. Baron1
1Department of Pharmaceutical Sciences (DISFARM), , Via Mangiagalli 25, 20133 Milan, Italy. 2Divisione
Nutraceutica, Distillerie Umberto Bonollo S.p.A, 35035 Mestrino, Italy.
Summary: Enocianina is an anthocyanin rich extract obtained from grape pomace used as colorant for the
food industry. To understand whether enocianina can offer potential health benefit applications, we
characterized the qualitative and semi-quantitative profile of four commercial enocianinas by LC-HRMS and
assessed their radical scavenging, enzymatic antioxidant and anti-inflammatory activity.
Keywords: Enocianina, LC-HRMS, antioxidant and anti-inflammatory activities
1. Introduction Several extracts rich in anthocyanins, isolated from
fruits and vegetables, including grape skin, currant,
elderberry, cranberry, bilberry, maize, cabbage,
and carrot, are widely used as food colorants [1].
Oenocyanin, enocyanin or enocianina is the name
of anthocyanins when extracted from grape
pomace, composed of the stalks, skin, pulp, and
seeds that are left over after the pressing of the
grapes during the winemaking process [2,3]. Hence, enocianina could be considered as an early
example of a circular economy, in fact it is used as
a colorant for the food industry (E-163, grape peel
extract). To understand whether enocianina,
besides its coloring effect, can offer potential
health benefit applications, the aim of the study is
to fully characterize the qualitative and semi-
quantitative profile (by LC-HRMS [4]) of four
commercial enocianinas and to assess their radical
scavenging (DPPH test), enzymatic anti-oxidant
(Nrf2 activation) and anti-inflammatory activity
[4].
2. Results LC-ESI-MS/MS in positive and negative ion mode
identified 90 phytochemicals, among which 41
different anthocyanins, 9 phenolic acids, 1
stilbenoid, 31 flavonols and 8 flavanols. The
relative content of each anthocyanin was assessed
by a semi-quantitative analysis, malvidin
derivatives being the most abundant, followed by
compounds containing peonidin and petunidin,
while delphinidin and cyanidin derivatives
represent a minor fraction.
Fig. 3. Venn diagram showing the number of compounds identified in positive (n=52) and negative (n=15) ion modes
and those identified by both the two ion modalities (n=23). Distribution of compounds among the flavonoid classes are
also detailed. By combining the compounds identified by the two ion modes a total number of 90 compounds were
identified.
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UV-VIS spectroscopy detected a total amount of
polyphenols and anthocyanins of 23% and 3.24%,
respectively, indicating that anthocyanins represent
a minor fraction of total polyphenols. Multiple
linear regression analysis indicates that the radical
scavenging activity is related to the total
polyphenol content and not to anthocyanins. All
four enocianins tested were found to dose-
dependently activate Nrf2 and such activity was
related to the content of catechol containing
polyphenols. Finally, all the tested enocianinas
showed a dose-dependent anti-inflammatory
activity which at the highest concentrations tested
was found to be strictly related to the total
polyphenol content and was explained by radical
scavenging, Nrf2 activation and other mechanisms
related to the polyphenolic components.
3. Conclusions
In conclusion, enocianina is a mixture of highly
valuable phytochemicals derived from wine waste
product which exert direct and indirect antioxidant
and anti-inflammatory effects mediated by
mechanisms involving both catechol (Nrf2
activation) and non-catechol containing derivatives
References
1. Khoo H.E., Azlan A., Tang S.T., Lim S.M.; Food Nutr Res, 61 (2017), pp 1361779.
2. Da Porto C., Zironi R., Celotti E., Bertolo A.; Journal International des Sciences de la Vigne et du Vin, 32 (1998),
pp 8.
3. Prodanov M.P., Domínguez J.A., Blázquez I., Salinas M.R., Alonso G.L.; Food Chemistry, 90 (2005), pp 11.
4. Baron G., Ferrario G., Marinello C., Carini M., Morazzoni P., Aldini G.; Molecules, 26 (2021), pp 5454.
.
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Emerging per- and polyfluoroalkylated substances (PFASs) in wild boar liver
S. Moretti 1, C. Barola 1, F. Paoletti 1, S. Sdogati 1, D. Giusepponi 1, G. Brambilla 2, R. Galarini 1
1Istituto Zooprofilattico Sperimentale dell’Umbria e delle Marche ”Togo Rosati”, Perugia, Italy; 2Istituto
Superiore di Sanità, Dipartimento Alimenti, Nutrizione e Sanità Pubblica Veterinaria, Rome, Italy
Summary: Per- and polyfluoroalkylated substances (PFASs) are a wide group of contaminants used in several
industrial products. The presence of novel perfluoro-polyether carboxylic acids has been recently reported in
environmental matrices. In this work, substances belonging to this group have been detected for the first time in liver
of wild boars.
Keywords: Per- and polyfluoroalkylated substances (PFASs), wild boar liver, LC-Q-Orbitrap
1. Introduction
Per- and polyfluoroalkylated substances
(PFASs) are a wide group of synthetic molecules
distributed globally. The EU established
regulations that restrict some types of long-chain
PFASs and related compounds; therefore new
molecules have been synthetized as alternatives.
Several studies have proven that wild boars can
bioaccumulate PFASs [1]. The presence of
emerging PFAS molecules was investigated in a
pool of wild boar livers.
2. Experimental
Twenty-eight wild boar liver samples from male
animals shot in different Italian areas were
pooled and homogenized. Two grams of pooled
livers were then extracted and purified as
described in Barola et al. [2]. PFAS analysis was
performed by liquid-chromatography coupled to
a Q-Orbitrap mass analyser (LC-Q Exactive,
Thermofisher Scientific, San Jose, CA, USA).
Negative ionization mode was applied.
Acquisition of target compounds (with or without
reference standards) was carried out using t-SIM-
ddMS2 experiment on the basis of an inclusion
list [2-4]. Untargeted analysis was performed
combining three different experiments: full
MS/dd-MS2 (TopN), full MS/AIF/NL dd-MS2 and
full MS/DIA.
3. Results
Target analysis revealed the presence of
dodecafluoro-3H-4,8-dioxanonanoate
(ADONA), potassium 9- chlorohexadecafluoro-
3-oxanonane-1-sulfonate (9Cl-PF3ONS) and
potassium 11-chloroeicosafluoro-3-
oxaundecane-1-sulfonate (11Cl-PF3OUdS).
Moreover, congeners of perfluoroether
carboxylic acids have been detected and
tentatively identified, too. Their general structure
was hypothesized in Figure 1.
Fig. 1 -General structure of perfluoroether carboxylic acid oligomeric series (R=Cl: ClPFPECA; R = H:
HPFECA). The R group position is likely variable [3,4]
Eight major oligomeric forms of chloro-
perfluoro-polyether carboxylates (ClPFPECA)
and hydro- perfluoroether carboxylic acid
(HPFPECA) were identified with “e” from 0 to
2 and “p” from 0 to 3. These molecules have
been recently detected in environmental
samples collected in New Jersey (USA) [3,4]
and they could be traced back to the mixture of
telomers (CAS 329238-24-6) produced bySolvay with the trade name ADV 7800 [5].
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Interestingly MS2 spectra recorded for some
nearly co-eluting ClPFPECA isomers were not
compatible with the structure shown in Figure 1
due to the missing of characteristic fragment ions
such as C3ClF6O- (m/z 200.9547) [3,4]. Moreover,
by means of untargeted analysis, another group
of perfluoro polyether acids was also detected.
Based on the molecular ions, Compound
DiscovererTM software (Thermofisher Scientific)
proposed raw formulas. Later, analyzing the relevant
MS2 spectra with some characteristic fragment ions
such as C2F3O2-and C4F7O3
-, the oligomeric structure
shown in Figure 2 was hypothesized. This group of
PFASs could be traceable to CAS No. 69991-62-4
[6].
Fig. 2 – Presumed general structure of perfluoroether di-carboxylic acids series (PFPEdCA)
4. Conclusions
The results demonstrated that emerging and
novel poly- and perfluoro-polyether PFASs
bioaccumulate in liver of wild boars. Further
investigations are necessary especially to
confirm the proposed structures for PFPEdCAs
and assess their presence, persistence, mobility
and bioaccumulation in other environmental
and animal matrices.
References 1. F. Arioli, F. Ceriani, M. Nobile, R. Vigano', M. Besozzi, S. Panseri, L. Maria Chiesa. Food Additives &
Contaminants Part A. 36 (2019) 1244–1252.
2. C. Barola, S. Moretti, D. Giusepponi, F. Paoletti, G. Saluti, G. Cruciani, G. Brambilla, R. Galarini; Journal of
Chromatography A, 1628, (2020), 461442.
3. J. W. Washington, C. G. Rosal, J. P. McCord, M. J. Strynar, A. B. Lindstrom, E. L. Bergman, S. M. Goodrow, H.
K. Tadesse, A. N. Pilant, B. J. Washington, M. J. Davis, B. G. Stuart, T. M. Jenkins. Science. 2020, 368(6495):
1103– 1107.
4. J. P. McCord, M. J. Strynar, J. W. Washington, E. L. Bergman, S. M. Goodrow. Environmental Science &
Technology Letters 2020 7(12): 903–908.
5. EFSA Scientific Opinion. EFSA Journal 2010; 8(2):1519
6. J. Glüge, M. Scheringer, I. T. Cousins, J. C. DeWitt, G. Goldenman, D Herzke, R. Lohmann, C. A. Ng, X. Trieri,
Z. Wangj. Environmental Scienceç processes & Impacts 2020 22, 2345-2373
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Plasma proteome investigation of COVID-19 patients with different outcomes
through an untargeted label-free LC-MS/MS approach
L. Pagani1, C. Chinello1, A. Mahajneh1, F. Clerici1, L. Criscuolo1, A. Favalli2, P. Gruarin2, R. Grifantini2, A. Bandera3,4,5, A. Lombardi3, R. Ungaro3, A. Muscatello3, F.
Blasi3,4, A. Gori3,4,5, F. Magni1
1 Proteomics and Metabolomics Unit, Department of Medicine and Surgery, University of Milano-Bicocca, 20854
Vedano al Lambro, Italy 2 Istituto Nazionale di Genetica Molecolare (INGM), 20122 Milan, Italy 3 Fondazione
IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy 4 Department of Pathophysiology and
Transplantation, University of Milano, 20122 Milan, Italy 5 Centre for Multidisciplinary Research in Health Science
(MACH), University of Milano, 20122 Milan, Italy
Summary: Mass spectrometry-based proteomics represents an attractive opportunity for the study of SARS-
CoV-2 disease. Herein, an untargeted and label-free proteomic nLC-ESI MS/MS approach have been
developed and applied to plasma samples of COVID-19 patients presenting different outcomes, with the aim
to investigate proteome changes associated to the severity of the disease.
Keywords: COVID-19, Mass spectrometry, Proteomics
1. Introduction
Coronavirus Disease 2019 (COVID-19) still
represents a life-threatening disorder, since it has
caused more than 6 million deaths, and nowadays
it presents a fatality rate of 2% [1]. In this pandemic
scenario, the omics science, as mass spectrometry-
based proteomics, represent a useful tool for
COVID-19 investigation, allowing the study of
different aspects of the disease [2] and providing a
valid platform for biomarker discovering and
sample profiling [3].
Therefore, the aim of our project was to develop
an untargeted and label-free nLC-ESI MS/MS-
based method able to analyse plasma samples of
people affected by COVID-19, in order to evaluate
our sensibility in SARS-CoV-2 proteins detection
and to highlight proteomics changes in plasma
samples of patients with different outcomes.
2. Experimental and Results At first, we established our limit of detection
(LOD) for purified SARS-CoV-2 proteins,
analysing four recombinant proteins (S1-S2-RBD
of Spike glycoprotein (S) and Nucleoprotein (N))
which were purified, de-glycosylated, digested
with trypsin and analysed in different amount with
nLC-UHRTOF. A LOD of 10pg for both S and N
proteins has been determined.
As a second step, we build a MS-compatible
method to process patient plasma and inactivate
viral particles. The protocol was tested with
healthy plasma samples spiked with purified viral
proteins. After the physical and chemical
inactivation, biofluids were subjected to a
deglycosylation step followed by an enhanced
trypsinization prior to the nLC-MS/MS analysis.
Based on this workflow we were able to detect both
S and N proteins adding at least 1 µg of each viral
protein to plasma, while about 300 human proteins
were identified [4].
Finally, the developed method was applied to
plasma samples of 48 COVID-19 patients and
permitted to identify and quantify 589 and 331
human proteins, respectively. Patients were divided
into two groups, mild and severe, based on WHO
severity classification. Considering a fold change
of 1.5, 16 proteins were down- expressed, while 12
were up-regulated in the mild group, using a
supervised approach. A significant correlation
between Fetuin-A concentration and disease
severity has been observed, in line with literature
[5-6]. In order to increase the robustness of data and
remove possible confounders, analyses were
adjusted by sex and age. Excluding this
interference, 15 proteins resulted down- expressed,
while 11 were up-expressed in mild patients.
Interestingly the trend of Fetuin-A abundance
related to patient outcome remained confirmed, as
well as the expression of almost all the proteins
already observed before the adjustment.
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3. Conclusions
An untargeted mass spectrometry-based method
able to both identify purified SARS-CoV-2
proteins and the host human proteome in plasma
samples has been developed. Applying this
workflow, a panel of proteins, including Fetuin-
A, has been recognized as significantly associated
to the severity of the disease, suggesting a
possible role as biological indicators of the
disease development and a potential involvement
in the pathophysiology of SARS-CoV-2.
References 1. Kostopanagiotou K, Schuurmans MM, Inci I, Hage R.; Ann Med. 2022;54(1):588-590.
2. Costanzo M, Caterino M, Fedele R, et al.; Int J Mol Sci. 2022;23(5):2414. Published 2022 Feb 22.
3. Park J, Kim H, Kim SY, Kim Y, Lee JS, Dan K, Seong MW, Han D.; Sci Rep. 2020 Dec 29;10(1):22418.
4. Pagani L, Chinello C, Mahajneh A, Clerici F, Criscuolo L, Favalli A, Gruarin P, Grifantini R, Bandera A, Lombardi
A, Ungaro R, Muscatello A, Blasi F, Gori A, Magni F.; BioChem. 2022; 2(1):64-82.
5. Völlmy F, van den Toorn H, Zenezini Chiozzi R, Zucchetti O, Papi A, Volta CA, Marracino L, Vieceli Dalla Sega
F, Fortini F, Demichev V, Tober-Lau P, Campo G, Contoli M, Ralser M, Kurth F, Spadaro S, Rizzo P, Heck AJ.;
Life Sci Alliance. 2021 Jul 5;4(9):e202101099.
6. Kukla M, Menżyk T, Dembiński M, Winiarski M, Garlicki A, Bociąga-Jasik M, Skonieczna M, Hudy D, Maziarz
B, Kuśnierz-Cabala B, Kapusta M, Skladany L, Grgurevic I, Mikolasevic I, Filipec-Kanizaj T, Wójcik-Bugajska
M, Grodzicki T, Rogula T, Stygar D.; Biomolecules. 2021 Sep 28;11(10):1422.
Acknowledgments:
This research was funded by FAR 2017–2020; Fondazione Gigi & Pupa Ferrari Onlus; Regione
Lombardia POR FESR 2014–2020, Call HUB Ricerca ed Innovazione: ImmunHUB; and Regione
Lombardia: Programma degli interventi per la ripresa economica: sviluppo di nuovi accordi di
collaborazione con le università per la ricerca, l’innovazione e il trasferimento tecnologico.
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A novel Spatial Multi-omics mass spectrometry imaging workflow to assist
clinical investigations
V. Denti1, G. Capitoli2, I. Piga1, G. Paglia1, F. Magni1,
A. Smith1
1 Department of Medicine and Surgery, Proteomics and Metabolomics Unit, University of Milano-Bicocca, Vedano al
Lambro, Italy 2 Bicocca Bioinformatics Biostatistics and Bioimaging B4 Center, School of Medicine and Surgery,
University of Milano-Bicocca, 20900 Monza, Italy
Summary: Here we present the development and the feasibility of a novel spatial multi-omics MALDI-MSI
workflow for the in-situ analysis of lipids, N-Glycans, and tryptic peptides on a single FFPE tissue section.
Keywords: multimodal, spatial omics, MALDI-MSI
1. Introduction The field of spatial omics defines the gathering of
different techniques that allow the detection of
significant alterations of biomolecules in the
context of their native tissue or cellular structures.
As such, they extend the landscape of biological
changes occurring in complex and heterogeneous
pathological tissues, such as cancer. However,
additional molecular levels, such as lipids and
glycans, must be studied to define a more
comprehensive molecular snapshot of disease and
fully understand the complexity and dynamics
beyond pathological condition [1]. Among the
spatial-omics techniques, matrix-assisted laser
desorption / ionisation (MALDI) – mass
spectrometry imaging (MSI) offers a powerful
insight into the chemical biology of pathological
tissues in a multiplexed approach where several
hundreds of biomolecules can be examined within
a single experiment [2]. Thus, MALDI-MSI has
been readily employed for spatial multi-omics
studies of proteins, peptides and N-Glycans on
clinical formalin-fixed paraffin-embedded (FFPE)
tissue samples.
2. Experimental In this work, we describe a spatial multi-omics
MALDI-MSI workflow which enables the
sequential analysis of lipids, N-glycans, and tryptic
peptides on a single FFPE tissue section (Figure1).
In doing so, we first highlight the feasibility using
technical replicates of murine brain tissue.
Following, as a proof-of-concept, the approach was
applied to four clear cell renal cell carcinoma
(ccRCC) specimens to assess the ability of this
multiplexed MALDI-
MSI approach to more comprehensively characterise
the tumour tissue when combining the multi-level
molecular information.
Fig. 1. Multimodal MALDI-MSI workflow. Sample
preparation for lipids (A), N-Glycans (B), and tryptic
peptides (C) on the same FFPE tissue section
3. Results First, comparing the average spectra obtained from
lipid, N-Glycan, and tryptic peptide imaging of the
three technical replicates which were analysed on
three separate days, respectively, a high degree of
similarity can be observed. Accordingly, the mean
CV% obtained from each of the sequential
MALDI- MSI analysis lay within a range
comparable to the CV threshold of 20%
recommended by the European Medicine Agency
(EMA) for analytical techniques.
When the spatial distribution of the detected lipid,
N-Glycan, and tryptic peptides was evaluated, it
soon became clear that each
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molecular class was able to better underline
different regions of the brain tissue, indicating their
complementary nature. This was also consistent
among the three technical replicates. Additionally,
the potentiality of this spatial multi-omics MALDI-
MSI workflow in ccRCC pathological tissue was
assessed and, as observed in murine brain tissue,
each of the molecular levels showed tendencies to
better underline different histopathological regions.
To confirm the capability of each molecular class to
distinguish among the different histopathological
regions of ccRCC tissue, qualitative statistical
analyses were performed. In support of what was
observed in the MALDI-MS images themselves,
each dataset led to a complementary separation of
the histopathological regions.
When these individual datasets were then combined
into one large multi-omics dataset, the
histopathological regions were separated with
greater power and, in fact, could all easily be
distinguished from one another. This was
not possible using the lipidomics, N-Glycan, or
tryptic peptide dataset in isolation.
4. Conclusions Taken together, the spatial multi-omics MALDI-
MSI workflow presented here provides the ability
to map the distribution of lipids, N-Glycans, and
tryptic peptides on a single FFPE tissue section.
Whilst this study focuses on known
histopathological regions as proof of concept, it
underlines the increased molecular coverage that is
obtained by using a multiplexed MALDI-MSI
approach and can lead to a more comprehensive
characterisation of diseased tissue [3]. Finally,
these findings also pave the way for further
development of more powerful bioinformatics
tools which can be used to mine these spatial multi-
omic datasets and uncover hidden molecular
patterns which arise as a result of the relationship
between these multiple molecular levels.
References 1. G. C. Bingham, F. Lee, A. Naba, and T. H. Barker, Matrix Biol., vol. 91–92, pp. 152–166, 2020
2. A. Smith, I.Piga, V. Denti, C. Chinello and F. Magni, Methods in molecular biology (Clifton, N.J.), 129–142, 2021
3. Subramanian, I., Verma, S., Kumar, S., Jere, A. & Anamika, K., Bioinformatics and Biology Insights, 14, 2020.
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The detection of new products by HPLC-HRMS validates a novel stoichio-
kinetic model for the reaction between the 2,2-diphenyl-1-picrylhydrazyl radical
(DPPH•) and common antioxidants
L. Angeli, S. Imperiale, Y. Ding, M. Scampicchio, K. Morozova
Faculty of Science and Technology, Free University of Bozen-Bolzano, Piazza Università 1, 39100 Bolzano, Italy
Summary: A kinetic model for the DPPH assay was developed to describe the antioxidant activity of single
molecule and natural extracts. The mechanism involved the main reaction and the side reaction, which leads
to the generation of unknown products. The products were putatively identified with HPLC-HRMS validating
the kinetic model.
Keywords: antioxidant activity; kinetic model; products characterization
1. Introduction Food antioxidants play an important role in
improving public health since they help to fight
oxidative stress in cells. In vitro assays are usually
applied to evaluate such activity in food matrices.
The 2,2-diphenyl-1-picrylhydrazil (DPPH•) is a
stable radical used to assess the antioxidant
activity of food products. However, the common
DPPH• protocol uses a single-point measurement
and does not give information about the kinetics
of the reaction. Kinetic approaches involve the
reaction between the antioxidant and DPPH•
giving the antioxidant oxidized and the reduced
form for DPPH• [1]. The mechanism of the
reaction between DPPH and antioxidants (AOH)
is described in Eq.1.
(1)
However, the possible secondary reactions
between the transient radicals of the
antioxidant generated in the first reaction have
not been fully considered yet (Eq.2).
(2)
The radical form of the antioxidant is generally
able to quench another DPPH. Moreover,
secondary reactions lead to unknown products.
This reaction is underestimated in literature and
could explain the variability of results of the
common DPPH assay. The aim of the work was
to develop a kinetic model able to fit
experimental data using both the equation and to
calculate the stoichiometry of the reaction.
Thus, the reaction of DPPH and different
concentration of ascorbic, chlorogenic, sinapic,
ferulic, caffeic, gallic acid and Trolox was
studied. The method was then validated with
HPLC-HRMS and applied to eight herbal
extracts.
2. Experimental The absorption decay of DPPH• at 515 nm during
the reaction with antioxidants was monitored
spectrophotometrically. 100 µM of DPPH• reacted
with different concentrations (10-100 µM) of
gallic, ferulic, caffeic, sinapic, ascorbic acid and
Trolox, separately. High-resolution mass
spectrometry with Q-Exactive Orbitrap was used
to validate the method and find the products of the
side reactions. A reaction mixture with an excess
of DPPH• was injected in the HPLC after 1 h in
the dark [2]. The MS operated in negative
ionization mode with a capillary voltage of 4.5 kV
at 350 °C. Full-MS analysis was performed at a
resolution of 70,000 with AGC Target at 2e5. For
data-dependent analysis (dd-MS2) the instrument
operated at a resolution of 17,500. Eight herbal
extracts were analyzed for their total phenolic
content (TPC) and subjected to the DPPH kinetic
analysis. The fitting of the data was achieved
using the software COPASI.
3.Results
A kinetic model of second order describes the
reaction between DPPH• and common
antioxidants. Such reaction can follow a simple
model or a more complex model employing a
secondary reaction, related to the development of
reaction products, called side reaction. The fitting
of such decay yields the rate constant k1, which
describes the main reaction between antioxidants
and DPPH• and it is responsible for the velocity,
and the rate constant k2, which is attributed to a
slower side reaction considering the products
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generated between the transient radicals (AO•) and
another molecule of DPPH•. This side reaction is
involved in the ability of the antioxidant to
continue the scavenging mechanism over time.
Moreover, the stoichiometric factor of the reaction
could be easily assessed. The model was first
applied to antioxidant standards. Sinapic acid,
Trolox and ascorbic and chlorogenic acids did not
show any side reaction. Instead gallic, ferulic and
caffeic acids achieved the best fitting with k2.
High-resolution mass spectrometry (HPLC-
HRMS) was used to characterize the reaction
products of those antioxidants with the DPPH
radical. Some antioxidants, such as gallic, ferulic
and caffeic acid, showed complex reaction
products that are justified by the presence of
a side reaction in the kinetic model, as shown in
Fig. 1.
Fig. 1. Products and fragmentation spectra for the reaction between gallic acid and DPPH
For other antioxidants, such as ascorbic acid,
Trolox and sinapic acid the oxidized form or a
dimer were found. Indeed, they did not show any
side reaction in the kinetic model. Finally, the
kinetic model was applied to evaluate the
antioxidant activity of more complex matrices.
Eight herbal extracts were employed and could be
described by the kinetic model involving the side
reaction with a very good fitting (R2 > 0.99) [3].
4. Conclusion In summary, this study describes a promising
stoichiometric and kinetic approach coupled to
high-resolution mass spectrometry to monitor the
antioxidant activity of food antioxidants. These
achievements help to elucidate why a kinetic model
is superior to single-point measurement methods.
References 1. M. C. Foti et al; Journal of Organic Chemistry, 69 (2004), 2309-2314.
2. S. B.R. Berton et al.; Industrial Crops & Products, 154 (2020), 112701.
3. L. Angeli et al.; Antioxidants, 10 (2021), 1019.
ì
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MS-based approaches in drug development: elucidation of RNA-ligand-protein
interactions for the investigation of bis-3-chloropiperidines targeting TAR
A. Sosic1, R. Goettlich2, D. Fabris3, B. Gatto1
1Dipartimento di Scienze del Farmaco, Università di Padova, Padova, Italy 2Institute of Organic Chemistry, Justus Liebig University Giessen,Germany
3Department of Chemistry, University at Albany-SUNY, Albany, NY, USA
Summary: RNA has gained its credibility as a druggable target. We have recently probed the TAR RNA of
the HIV-1 genome with bis-3-chloropiperidines (B-CePs). To thoroughly characterize B-CePs effects on TAR
and its recognition by the nucleocapsid (NC) protein, we developed quantitative MS-based approaches for
the study of multicomponent RNA-based interactions.
Keywords: RNA-based interactions, STHEM-ESI, native MS
1. Introduction The Trans-Activation Response element (TAR) is
an RNA stem–bulge–loop structure involved in
several steps of HIV-1 replication.[1] We recently
showed how RNA targeting can inhibit HIV-1
nucleocapsid (NC), a highly conserved protein
known to catalyze nucleic acid melting and strand
transfers during reverse transcription. Our RNA
targeting strategy consists of the employment of
bis-3-chloropiperidines (B-CePs) to impair RNA
melting through bifunctional alkylation.[2]
Bis-3-chloropiperidines (B-CePs) are recently
developed alkylating agents, thoroughly
investigated for their mechanism of action toward
DNA.[3] Interestingly, the analysis of a large
library of B-CePs revealed that high in vitro
reactivity toward DNA mirrors a poor cytotoxicity
despite a good cell permeability.[4] The most
potent B-CePs react fast with available
nucleophiles before reaching the cell nucleus,
resulting in lower genomic DNA damage, and
higher susceptibility of competing reactions in the
cytoplasmic environment. Given this observation,
we reasoned that fast-reacting B-CePs may hide
an unveiled RNA-targeting potential and could
possibly disclose new candidates for alternative
therapeutic applications.
We therefore thoroughly characterized binding
modes by electrospray ionization mass
spectrometry (ESI-MS) analysis and we
unambiguously elucidated at the molecular level
the reaction of B-CePs with RNA.
2. Experimental All RNA substrates were purchased from IDT
(Coralville, IO). RNA constructs were prepared
by heat-refolding in order to assume their desired
secondary structure. Bis-3-chloropiperidines were
synthesized in house. Typical probing reactions
involved different B-CePs to RNA ratio in phosphate
buffer (pH 7.4). After 2h incubation at 37°C,
reactions were quenched by ethanol precipitation and
buffer-exchanged in 150 mM ammonium acetate (pH
7.0). Samples were analyzed by direct infusion
nanospray ionization either on a Thermo Fisher
Scientific (West Palm Beach, CA) LTQ-Orbitrap
Velos mass spectrometer or on a Synapt G2 HDMS
traveling- wave ion mobility spectrometry (IMS)
mass spectrometer (Waters, Manchester, UK).
Duplex dissociation was carried out in solution by
using a home-built heating block to finely adjust the
emitter temperature between 4 and 100°C.
3.Results We explored the previously uncharted reactivity
of bis-chloropiperidines (B-CePs) towards RNA.
We characterized at the molecular level the
different adducts induced by the fast reacting B-
CeP with RNA. Following an approach based on
solution thermal melting coupled with ESI mass
spectrometry (STHEM-ESI), we proved the
ability of B-CePs to induce inter-molecular cross-
links between guanines in double stranded RNA
(Figure 1), which had not been observed for any
DNA construct previously examined.[5] We
leveraged this unique feature to study specific
interactions between B-CePs and TAR RNA,
which were analytically analysed by mass
spectrometry, allowing the elucidation of B-CePs’
recognition of TAR, and highlighting an RNA-
directed mechanism of protein inhibition.
We further performed a systematic evaluation of B-
CePs-induced adducts onto TAR-NC binding to
better understand their putative inhibitory
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properties. This MS-based evaluation involved
accomplishing: (i) the qualitative and quantitative
analysis of conditions, but significant differences
were immediately evident, which could be
ascribed B-CePs-TAR adducts for the selected
test compounds; (ii) the quantification of the
crosslinks induced within the TAR RNA hairpin
structure; (iii) the quantification of B-CePs
inhibition of TAR-NC binding (Figure 2); and
(iv) analogous analyses on samples in which TAR
RNA was replaced by its complementary cTAR
DNA construct.[6] The results afforded new
valuable insights into the mechanisms of B-CePs
at the molecular level.
Figure 1. STHEM-ESI analysis of a sample obtained by mixing 2 M of double-stranded oligoribonucleotide dsRNA
with 5 M bis-3-chloropiperidine 1 and incubating for 2 h at 37◦C. (A) Representative ESI-MS spectrum obtained at
25◦C. (B) Representative ESI-MS spectrum obtained at 95◦C.
Figure 2. Representative ESI-MS spectrum of samples obtained by adding NC protein to TAR pre-treated with B-CeP 1
(50:1 compound:RNA ratio) for 2h at 37 °C. NC protein and TAR are 1 μM each. The spectra were recorded in 150 mM ammonium acetate. The inset shows an enlarged view of the detected ternary complexes.
4. Conclusions The employment of agents able to react with the RNA partners of NC blocking structure remodeling represents an original strategy that draws the spotlight on the RNA-mediated processes. At the same time,
our studies provided the opportunity to assess the merits of our MS- based approaches as a successful analytical strategy for the in vitro investigation of multicomponent complexes involving RNA.
References 1. M. Mori; L. Kovalenko; S. Lyonnais; D. Antaki; B.E. Torbett; M. Botta; G. Mirambeau; Y. Mely; Curr. Top.
Microbiol Immunol. 389 (2015), 53-92. 2. A. Sosic; G. Olivato; C. Carraro; R. Goettlich; D. Fabris; B. Gatto; Molecules, 26 (2021), 1874. 3. A. Sosic; I. Zuravka; N.K. Schmitt; A. Miola; R. Goettlich; D. Fabris; B. Gatto; ChemMedChem, 12 (2017), 1471-
1479. 4. C. Carraro; T. Helbing; A. Francke; I. Zuravka; A. Sosic; M. De Franco; V. Gandin; B. Gatto; R. Goettlich;
ChemMedChem, 16 (2021), 860-868. 5. A. Sosic; R. Goettlich; D. Fabris; B. Gatto;Nucleic Acids Res., 49 (2021), 6660-6672. 6. A. Sosic G. Olivato; C. Carraro; R. Goettlich; D. Fabris; B. Gatto; Int. J. Mol. Sci., 23 (2022), 582.
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Discovery and characterization of a novel lipid class via
LC-ESI-MS & MSn analysis: the case of Acyl-Glucuronosylglycerols
G. Ventura1, D. Coniglio1, C. D. Calvano1,2, I. Losito1,2,
T. R. I. Cataldi1,2
1 Department of Chemistry, University of Bari Aldo Moro, 70126 Bari, Italy 2Interdepartmental Research Center SMART, University of Bari Aldo Moro, 70126 Bari, Italy
Summary: A lipid class named acyl-glucuronosylglycerols, was discovered and characterized in red ripe
tomatoes (Solanum lycopersicum L.) by an RPLC-ESI-MS and MSn investigation. Fragmentation rules were
established, thus allowing a deep chemical characterization and regiochemical assignment.
Keywords: Lipidomics, tandem MS, chromatography
1. Introduction Glucuronopyranosyl-diacylglycerols (GlcA-DAG
R1/R2, Figure 1), are unusual glycolipids found in
several organisms, like bacteria [1,2] and fungi [3],
whose occurrence was recently reported even in
higher plants [4,5]. GlcA-DAG formation has
received much attention and it seems to increase
under stressful circumstances, such as phosphate-
depletion conditions [4]. Extensive research for
such a lipid class in red ripe tomato (Solanum
lycopersicum L.) lipid extracts led us to a not-yet
described lipid class, i.e. acylated R3 GlcA-DAG
R1/R2 (Acyl-GlcA-DAG), together with their
derived lyso-forms (acylated R3 GlcA-DAG R1/0:0
or 0:0/R2, Acyl-GlcA-MAG, see Figure 1) [6].
High-performance liquid chromatography and MSn
analyses were employed to characterize GlcA-
DAG, Acyl-GlcA-DAG, and Acyl-GlcA-MAG.
Simple fragmentation rules by collision-induced
dissociation tandem MS (CID-MS/MS) spectra
were established, both in negative and positive ion
modes. As a result, the proper regiochemical
assignment of Acyl-GlcA-DAG was addressed and
isobaric Acyl-GlcA-MAG and GlcA-DAG species
were distinguished.
Fig. 4. Simplified Structures of Acylated 3-(O-α-D-glucuronosyl)-1,2-diacyl-sn-glycerols
(Acylated R3 GlcA-DAG R1/R2), GlcA-DAG R1/R2, and Acylated R3 GlcA-MAG (R1/0:0) or (0:0/R2).
2. Experimental The analytical approach based on reversed-phase
liquid chromatography (RPLC) coupled with
electrospray ionization (ESI) and tandem mass
spectrometry (MS/MS) using a linear ion trap is
described in this communication. The development
of an appropriate chromatographic set-up was the
key to separate isomeric Acyl-GlcA-MAG and/or
GlcA-DAG having the same sum composition.
Since acidic extraction conditions may trigger an
artifact formation of plant acyl lipids by activating
acyltransferase enzymes, a slightly modified hot 2-
propanol extraction method [7] was devised to
demonstrate that these species might be
endogenous.
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3. Results 14 GlcA-DAG species, including four
regioisomers, containing three predominant fatty
acyl chains (viz., 16:0, 18:2, and 18:3), were
identified in tomatoes lipid extracts. Moreover, 29
Acyl-GlcA-DAG were discovered, alongside 15
acylated lyso-forms, i.e., acyl-R3 GlcA-MAG.
Furthermore, MS/MS spectra of acyl-GlcA-DAG
and acyl-GlcA-MAG as sodiated adducts,
[M+Na]+, allowed us to identify the hydroxyl
linked to C2′ of the glucuronosyl ring as the
preferential acylation position. Finally, those lipid
species were also detected and characterized in
tomato plant leaves, roots, and steams. Although
further investigation is necessary to clarify the
biological importance, such glycolipids can be
significant for the recovery of compounds with
high added value from production waste.
4. Conclusion The proposed RPLC-ESI-MS/MS approach paved
the way for the characterization of GlcA-DAG and
GlcA-MAG. The presence of acylated GlcA-DAG
species, containing fatty acyl groups linked at the
C2′, was also demonstrated both in red ripe
tomatoes and tomato plant wastes.
Fragmentation rules were established to recognize
the occurrence of these acylated glycolipids,
confirming that LC-MS techniques are a very
powerful tool in the field of lipidomics.
Acknowledgements This work was supported by the project PONa3_00395/1“BIOSCIENZE & SALUTE (B&H)” of Italian
Ministero per l’Istruzione, l’Università e la Ricerca (MIUR) and by PON “Ricerca e Innovazione” 2014-2020
CCI2014IT16M2OP005 “Caratterizzazione e valorizzazione di biomasse da scarti agroalimentari per una
efficiente produzione energetica nelle bioraffinerie”, financed by the Ministero Italiano per l’Istruzione,
l’Università e la Ricerca (MIUR).
References 1 H. Y. J. Wang, R. V. V. Tatituri, N. K. Goldner, G. Dantas and F. F. Hsu, Biochimie, 178 (2020), pp 158–169.
2 G. Hölzl and P. Dörmann, Prog. Lipid Res., 46 (2007), pp 225–243.
3 H. Diercks, A. Semeniuk, N. Gisch, H. Moll, K. A. Duda and G. Hölzl, J. Bacteriol., 197 (2015), pp 497–509.
4 Y. Okazaki, H. Otsuki, T. Narisawa, M. Kobayashi, S. Sawai, Y. Kamide, M. Kusano, T. Aoki, M. Y. Hirai and
K. Saito, Nat. Commun., 4 (2013), 1510.
5 D. Yu, T. W. T. Rupasinghe, B. A. Boughton, S. H. A. Natera, C. B. Hill, P. Tarazona, I. Feussner and U.
Roessner, Anal. Chim. Acta, 1026 (2018), pp 87–100.
6 G. Ventura, C. D. Calvano, V. Cinquepalmi, I. Losito and T. R. I. Cataldi, J. Am. Soc. Mass Spectrom., 32
(2021), pp 2227–2240.
7 I. A. de la Roche, C. J. Andrews and M. Kates, Plant Physiol., 51 (1973), pp 468–473.
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Quali-quantitative determination of toxic carbonyl compounds in the
emissions of both heated tobacco products (HTP) and conventional
cigarettes
S. Ronsisvalle1,3, F. Sipala1, N. Santuccio1, R. Rapisarda1, M. Nicolosi1, M.
Caruso2,3, G. Li Volti2,3
1 Department of Drug and Health Sciences 2 Department of Biomedical and Biotechnological Sciences3 Center of
Excellence for the Acceleration of Harm Reduction (CoEHAR), University of Catania, Via S. Sofia, 89, 95123, Catania
(Italy)
Summary:Tobacco users continually come into contact with toxicologically relevant substances responsible for multiple adverse health effects. The aim of this work was to perform a quali-quantitative
analysis of carbonyl compounds such as acetaldehyde, acrolein and formaldehyde, in the emissions of
conventional cigarettes and heated tobacco products using UPLC-Ms/Ms techniques.
Keywords:Cigarettes, UPLC-Ms/Ms analysis
1. Introduction Tobacco users continually come into contact
with various toxicologically relevant
substances that are responsible for multiple
adverse health effects [1, 2, 3]. As a result, the
focus today is on developing alternative
products that are less dangerous to health.
Several scientific evidences show that,
compared to traditional tobacco cigarettes,
new heated tobacco devices and/or electronic
cigarettes are able to contain lower levels of
compounds that are harmful to the health not
only of smokers, but also of nonsmokers who
are exposed to secondhand smoke [4, 5, 6].
2. Aim The aim of this work is to verify the hypothesis
that in the emissions of heated tobacco
products (HTP) there are lower harmful
chemicals than in conventional cigarette (CC),
given the lack of direct tobacco combustion.
The goal was achieved quantifying and
comparing the levels of carbonyl compounds
(acetaldehyde, acrolein and formaldehyde), in
the aerosols of these two products, using
UPLC-MS/MS methods for quali-quantitative
analysis. The conventional cigarette used is a
1R6F Certified Reference Cigarette provided
by the Center for Tobacco Reference Products
(CTRP) at the University of Kentucky, which
is widely used as a standard for tobacco and
tobacco product analysis [7]. The heated
tobacco product (HTP) used for the study is the
IQOS 3 device, developed by "Philip Morris
International" based in Switzerland, which was
launched on the market in Italy, Switzerland
and Japan in 2014, and is widely used today
[8].
3. Results and conclusion At the end of the UPLC-MS/MS analyses, the
levels of acetaldehyde, acrolein and
formaldehyde were compared with the
certified reference values, established by the
Health Canada Intense (HCI) Smoking
Regime for the certified reference cigarette
1R6F and for the HTP IQOS 3. The result
showed that the levels of aldehydes, including
acetaldehyde, acrolein, and formaldehyde
emitted by HTP are lower than the levels
emitted by conventional cigarette. The results
suggest that, the use of heated tobacco
products as a substitute for combustible
cigarettes can play an important role in
reducing smoking-related harm.
References 1. Lopez, A. D., Collishaw, N. E. & Piha, T. Tobacco Control 3, (1994).
2. U.S. Department of Health and Human Services. National Library of Medicine 2012, (2004).
3. Athyros, V. G., Katsiki, N., Doumas, M., Karagiannis, A. & Mikhailidis, D. P. Current Medical Research
and Opinion vol. 29 (2013).
4. Caponnetto, P., Keller, E., Bruno, C. M. & Polosa, R. Internal and Emergency Medicine vol. 8 (2013).
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5. Polosa, R., Rodu, B., Caponnetto, P., Maglia, M. & Raciti, C. Harm Reduction Journal vol. 10 (2013).
6. Caruso, M. et al. Scientific Reports 11, 24182 (2021).
7. Ortiz, A. & Grando, S. A. International Journal of Dermatology vol. 51 (2012).
8. Barreiro E, Peinado VI, Galdiz JB, Ferrer E, Marin-Corral J, Sánchez F, Gea J, Barberà JA; Am J Respir Crit
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The first 50 years of GSM – DSM
G. G. Mellerio
Dipartimento di Chimica, Università di Pavia
Summary: The dates of the foundation and the first activity of the mass spectrometry group (GSM), now
division (DSM), of the Italian Chemical Society (SCI), are remembered.
Keywords: Mass Spectrometry, history, Italy
The first “Italian Mass Spectrometrists’
Congress” [Convegno degli spettrometristi di
massa italiani] was organized in 1968 (April 29-
30) at the Joint Research Centre EURATOM in
Ispra (VA), thanks to efforts of Dr. Sergio
Facchetti [1]. More than 50 scientists attended
and the main topics included ionisation
phenomena, gas chromatography – mass
spectrometry coupling and inorganic solids.
Three years later, again at the Joint Research
Centre EURATOM in Ispra (VA), the second
edition of this congress took place (September
1-3, 1971) [2]. After the congress (September,
22) a promoting committee (Pompeo Capella,
Sergio Facchetti, Alberto Frigerio, Giovanni
Galli, Gian Gualberto Gallo, Salvatore
Pignataro, Antonio Selva, Luigi Zerilli) met in
Milan and founded the Group of Mass
Spectrometry. Its interests are directed to
scientific, industrial and didactic problems. In
1972, May 13, the “Group of Mass
Spectrometry”(GSM) was set up as an
interdisciplinary working group within the
Italian Chemical Society (SCI). The number of
its members was 58 in 1974 [3] and in 1977
about seventy, equally distributed between
laboratories of universities and industries, with
an availability of about one hundred instruments
of different types. An executive committee of
seven members was active, whose president for
the three-year period 1974-76 was Dr. S.
Facchetti. Immediately the GSM has sponsored
two Schools of Mass Spectroscopy, in April
1973 in Rome and in June 1975 in Milan, with
58 and 35 participants respectively from
universities and industry. The schools were both
four days long, starting from a basic level up to
somewhat specialist topics, and they included an
experimental section. The GSM also organized
a specialized meeting in Naples in December
1973 and, apart from this, the national meeting.
The third edition of the Mass Spectrometry
Congress, named for the first time “National”,
moved to Central Italy and it was organized in
1974 (April, 22-24) at the Italian National
Institute of Health [Istituto Superiore di Sanità]
in Rome [4]. In addition, mass-spectroscopic
sections have been sponsored by GSM in the
national meetings of the Italian Chemical
Society (Cagliari, 30 September 1975) and of
the Italian Vacuum Association (Perugia, 29
September-2 October 1975); these sections
concentrated on instrumental topics. The main
task of GSM for 1976 was the organization of
the 7th International Mass Spectrometry
Conference in Florence, 30 August-3 September
1976. The conference was expertly organized by
S. Facchetti and all appeared to go smoothly [5].
Over 700 registered participants arrived from
the 5 continents and 35 countries, 296 papers
and posters were presented. The 10 plenary
lectures embraced many of the topics to be
further discussed in the lecture sessions each
day (2 sessions, running 3 at a time), the round
tables (7 during the week) and the extensive
poster sessions. Salvatore Pignataro from
Catania delivered the plenary lecture: Ionisation
Techniques.
The series of the “Mass Spectrometry
Congresses” continues in 1977 (4th Edition,
September 12-14, 1977, Catania) [6], 1980 (5th
Edition, September 14-18, 1980, Rende (CS)
[7], 1983 (6th Edition, August 28-September 2,
1983, Sorrento (NA) [8], 1986 (7th Edition,
September 2-5, 1986, Torino). The ”Congress of
Mass Spectrometry” changed its name and from
1991 (L’Aquila, June, 2-5) on it became
“MASSA” followed the name of the year. These
meetings, which are held every three years, gave
an opportunity for Italian mass spectroscopists
to meet each other and discuss their problems.
The programme [9] included plenary lectures,
usually taught by experts in the field: such as in
Catania, 1977: E. Jellum, “GC-MS computer
methods applied to biomedical problems”, H.
Knöppel, “MS in environmental organic
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analysis”, and J. Seibl, “Trends in organic MS”.
Social offices were renewed during the
congress: in 1977 the new Council, which would
direct activities until 1980, was elected: A.
Selva (President and Treasurer), P. Traldi
(Secretary), A. Casalini, N. Uccella, L. Ceraulo,
G. Marino and S. Pignataro. In 1981 two
important meetings of the Italian Chemical
Society's Mass Spectrometry Group took place
in the Residential Congress Centre of the
University of Calabria at Rende (Cosenza). The
first meeting, from 8 - 12 September, was the
Scuola di Spettrometria di Massa Organica, an
advanced mass spectrometry school devoted to
organic chemists, organized in conjunction with
the Organic Chemistry Division of the Italian
Chemical Society. The programme included
lessons in theory, practical work on instruments
and open sessions for discussion, for a total of
eight hours a day. From 14--18 September was
held the 5th National Congress of Mass
Spectrometry. The programme did not consist of
the usual type of communication, but general
reports from research groups operating in Italy
about their research topics, to promote a better
knowledge of the state of art of mass
spectrometry in Italy.
In October, 1982 the Mass Spectrometry Group
(GSM) organized two important meetings in the
Area della Ricerca del Consiglio Nazionale
delle Ricerche (Research Area of the National
Research Council) in Padova (Padua). The first
meeting, from October, 6-9 was an
“Introduzione alla Spettrometria di Massa”,
organized in connection with CNR. The
program included theoretical lessons and open
sessions for discussion on the school's lesson
themes, for a total of eight hours a day. From 12-
13 October a meeting on “ La Chimica degli Ioni
Organici” (organic ion chemistry) was held.
This meeting was organized together with the
Organic Chemistry Division of SCI.
In 1985, with the president Antonio Malorni
(Naples) and the secretary Gloriano Moneti
(Florence), the “Group of Mass Spectrometry”
became the “Division of Mass Spectrometry”
(DSM) of the Italian Chemical Society with the
statement: to favour the studies in mass
spectrometry in fundamental and applied
research; to increase in Italy the knowledge of
the capabilities of mass spectrometry and to
maintain relations with other groups in foreign
countries. Members: 181, meetings per year: 5,
attendance (average participation): 40 [10].
To be continued! [11-13]
References 1. Chim. Ind., 50, 707 (1968).
2. Chim. Ind., 53, 309 (1971).
3. Bollettino del Gruppo di Spettrometria di Massa della Società Chimica Italiana – Numero I, s.l., 1974.
4. Chim. Ind., 57, 149; 59, 725 (1974).
5. Eur. Spectroscopy News, 9, 21 (1976).
6. Chim. Ind., 59, 726 (1977).
7. Chim. Ind., 63, 378 (1980).
8. Chim. Ind., 66, 290-291 (1983).
9. Eur. Spectroscopy News, 17, 44 (1978).
10. Eur. Spectroscopy News, 62, 29 (1985).
11. cfr: F. Turco, Archi e tracce. La spettrometria di massa tra fisica e chimica, La Goliardica Pavese, Pavia, 2005.
In particolare: Capitolo 7 “La spettrometria di massa in Italia” pp. 117-148.
12. 12. K. R. Jennings (ed), A History of European Mass Spectrometry, IM publications, Chichester, 2012. pp. 255-
258.
13. G. G. Mellerio, “Spettrometria di massa in Italia “, Chim. Ind., 2013 (5), 111- 115
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Mass Spectrometry in Sicily: a Historical Overview
L. Ceraulo
Dipartimento di Scienze e Tecnologie Biologiche, Chimiche e Farmaceutiche (STEBICEF), Università di Palermo, via
Archirafi N° 32,I 90123 Palermo
Summary: This short communication aims to bring back the origin and history of MS in Sicily. The first MS
laboratories and the first researchers, their scientific achievements and their overall activity in this field will
be remembered.
Keywords: Mass-spectrometry, Sicily, History
1. Introduction I gladly accepted the invitation to present this short
report on the origin of mass Spectrometry (MS) in
Sicily and on the contribution that Sicilian
scientists have made in this field and their
activities within the MS Division of the Italian
Chemistry Society (DSM-SCI).
2. The Pioneers in Sicily The first Sicilian (by birth, university education
and affiliation) who conducted researches in MS is
Salvatore Pignataro [1], graduated in chemistry
(1962) at the University of Catania.
We also find S. Pignataro in the meeting of the
promoting committee of the MS Group of the
Italian Chemical Society (Milan, September 1971)
together with P. Capella, S. Facchetti, A. Frigerio,
G. Galli, A. Selva and L. Zerilli. After a period
spent at the University of Perugia and at the
University of Bologna and one year at the MS
Laboratory of Lossing (Canadian N.R.C- Ottawa)
Pignataro came back to Catania as Full Professor
of Physical Chemistry (1975). He formed a
research group, with Orazio Puglisi, Nino
Licciardello and Giovanni Marletta, operating in
several scientific fields (MS, Photoelectron
Spettroscopy, Materials and Surfaces). In 2004 S.
Pignataro received the DSM-SCI Bruner medal
Also at the University of Catania Prof. Giorgio
Montaudo (currently Professor Emeritus of
Industrial Chemistry), leading in the early 70s the
research group on polymers, began to deal with MS
in collaboration with Prof. Helmut Ringsdorf
(University of Mainz) which had a double focusing
mass spectrometer MAT 711. These researches
were carried out together with the very young
Salvatore Foti (now Full Professor of Organic
Chemistry). Before the acquisition of the LKB
mass spectrometer by the University of Catania S.
Foti used the instrumentation of University of
Mainz (M. Prsybylski), University of Palermo (L.
Ceraulo) and University of Calabria (G. Sindona).
Later, when Prof. Montaudo became the director of
the CNR Institute for Polymers (1985), a Kratos
mass spectrometer with a FAB source was
purchased. To gain experience with the new ion
source S. Foti spent one year at the University of
Cambridge where Prof. Dudley Williams was
using an identical instrument. In the meantime,
Prof. Montaudo formed also another research
group, involving Dr. Domenico Garozzo, while
Prof. Salvatore Foti (now Associate Professor)
constituted its own group with expertise in MS of
proteins, at the Department of Chemistry. This
group is still operating and comprise Prof. Rosaria
Saletti, Prof. Vincenzo Cunsolo, Prof. Vera
Muccilli (DSM-SCI Young Researchers Award in
2006). In 2003 Prof. Montaudo received the DSM-
SCI prize for scientific research,
At the University of Messina, the first interest in
MS was shown in the second half of the 1960s by
Giampietro Cum, Professor of Industrial
Chemistry, who also had scientific contacts with
the University of Cambridge. The young Nicola
Uccella was sent to Cambridge to undertake
research in this field. Shortly after (1974) Nicola
Uccella together with the even younger Giovanni
Sindona moved to the University of Calabria,
where they conducted important research on
fundamental and applicative aspects of MS.
Subsequently both were Presidents of DSM-SCI.
In the same academic environment, Giovanni Dugo
(today Professor Emeritus of Food Chemistry) and
Giacomo Dugo founded a research group with an
excellent expertise in separative techniques also
coupled with MS. The group widened with Paola
Dugo and Luigi Mondello (currently President of
the Division of Analytical Chemistry of SCI).
As far as Palermo is concerned, the history of MS
begins in 1972 with the decision of Prof. Vincenzo
Sprio (director of the Institute of Organic
Chemistry of the Faculty of Pharmacy) to buy the
first mass spectrometer of the Athenaeum. To
achieve rapidly expertise on the field, he sent me,
young researcher with a fellowship, to the MS
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laboratory of the Institute of Chemistry of the
Milan Polytechnic. The laboratory was directed by
Prof. Antonio Selva and at the time it was one of
the most important in Italy, with more than five
years of experience! I attended the laboratory for
two years. In addition to meeting Antonio Selva,
Piero Traldi, Umberto Vettori and Roberto Tonani
who also worked there, I had the opportunity to
meet Sergio Facchetti (our first President), Luigi
Zerilli, Giovanni Galli, Alberto Frigerio, Giorgio
Mellerio, Luca Simonotti, Ermes Pella and Bruno
Gioa. Back in Palermo in 1974 (at that time as
Assistant Professor) I joined with the young
Pasquale Agozzino, Mirella Ferrugia and Liliana
Lamartina to create a peers’ research group. We
were able to purchase (in 1976) a mass
spectrometer with a resolving power of 10,000. At
the beginning our interest were focused on the
structural determination of synthetic and natural
organic compounds and the study of fragmentation
mechanisms. From this first group the expertise
was transmitted to the researchers who currently
deal with MS for environmental and agri-food
analyses at the University of Palermo. They are
Prof. Giuseppe Avellone (currently in charge of the
MS Laboratory of AtenCenter), David Bongiorno
(DSM-SCI Young Researchers Award in 2000),
Prof. Vita Di Stefano and Prof. Serena Indelicato
(winner of a DSM-SCI 2008 mobility fellowship
for young researchers). With the foundation of the
network of University Laboratories (UniNetLab
now AtenCenter) that I directed from 2008 to 2014,
the instrumentation was enhanced and in addition
to several analytical investigation, some innovative
research on the aggregation of surfactants in the gas
phase were carried out. Later I had the honor of
being the President of the DSM-SCI (2005-2007)
and in 2013 to receive the DSM-SCI award for the
activity carried out in the field of MS. Since 2010
the University laboratories were joined, in
Palermo, by the important MS laboratory of the
Regional Laboratory Quality Center (CRQ)
directed by Prof. Francesca Di Gaudio that operates
as clinical service for the AOOR Villa Sofia
Cervello.
In Palermo, another important activity linked to
MS concerns the determination of stable isotopes.
The first laboratory (equipped with a Varian MAT
250 mass spectrometer) was founded by Antonio
Longinelli (Full Professor of Isotopic
Geochemistry) and by the young Sergio Hauser
(later he will become Full Professor of Isotopic
Geochemistry). Currently, isotopic MS in Palermo
involves the University and the section of Palermo
of the National Institute of Geophysics and
Volcanology (INGV-PA). A large number of
researchers have been involved and many more are
actually involved in MS for stable isotopes of noble
gases (He, Ne, Ar, and Xe) and of (C-O-H-N) in
water and natural gas samples and in rock samples
(University of Palermo: Prof. Sergio Hauser, Prof.
Paolo Censi, Prof. Mario Nuccio, Prof. Salvatrice
Vizzini, Dr. Giovanna Scopelliti; INGV-PA: Dr.
Francesco Italiano, Dr. Andrea Rizzo, Dr. Antonio
Caracausi, Dr Rocco Favara, Dr. Giorgio Gapasso,
Dr. Fausto Grassa).
3. Meetings, Schools and Masters Numerous meetings and schools of MS have been
organized in Sicily, the most with the collaboration
of my group and that of Prof. Foti and often with
the involvement of Prof. Sindona. In Sicily both the
40th and 50th anniversaries of DSM-SCI were
celebrated. The 30th anniversary was celebrated in
the conference in Cetraro (co-chairs: G. Sindona,
L.Ceraulo and S. Foti). Finally another important
initiative has been the activation of the first
university master's degree in MS Methodologies
and Applications (AY 2007/08, 2010/11, 2011/12).
(Director L. Ceraulo; Scientific Committee: P.
Agozzino, G. Capasso, L. Ceraulo, S. Foti, G.
Sindona) at the University of Palermo, in
partnership with the University of Catania, the
University of Calabria and INGV-PA.
4. Managing Board of the DSM-SCI Sicilian scientists (S. Pignataro, L. Ceraulo, N.
Uccella, G. Innorta, S. Foti, G. Sindona, D.
Bongiorno, V. Cunsolo, G. Avellone) have been
members of the Managing Board of DSM-SCI in
different periods, since the proposing committee in
1971. They have been present to all the Managing
Boards, with the exception of the last two. Further
three Sicilian scientists have been Presidents:
Nicola Uccella (1981-1983) and Giovanni Sindona
(1996-1998) both Sicilian by birth and university
education, not as affiliation at the time of their
presidencies, and myself Leopoldo Ceraulo (2005-
2007), Sicilian by birth, university education and
affiliation.
5. Conclusions In conclusion, the activity of the Sicilian mass
spectrometrists, who also contributed to the
foundation and management of the DSM-SCI, has
been relevant. I hope that this meeting in Sicily will
further stimulate the activities of our researchers
within the Division.
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Acknowledgments: I thank Salvatore Foti (UNICT) and Giorgio Capasso (INGV-PA) for their valuable
help.
References: Foffani, S. Pignataro, B. Cantone, F. Grasso; Nuovo Cimento, 29 (1963), pp 918-929.
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ORALS
Validazione, qualità del dato e miscellanea
Chairs: Cecilia BERGAMINI &Roberta GALARINI
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Current state and future perspectives on validation of Mass Spectrometry
Methods
M. Kostakis
Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens,
Panepistimiopolis Zografou, 157 71 Athens, email: [email protected]
Summary: An overview of performance criteria for mass spectrometry that referred to validation guidelines
will be presented in this lecture. Furthermore, advantages, disadvantages, challenges and problems on
validation of promising and eventually developing non-targeted methods will be discussed.
Keywords: validation, mass spectrometry, non-targeted methods
1. Introduction In the last 20 years, mass spectrometry has become
the dominant technique in the field of research as
well as routine analysis. Mass spectrometry
minimizes the cost and time of analysis, makes
affordable lower limits of detection, and gives the
opportunity for detection of unknown compounds
or emerging pollutants. The challenges for methods
that they fitted for intended use, are becoming more
and more necessary, especially in the non-targeted
methods that guidelines are limited until now.
2. Validation of targeted methods In the first part of presentation, validation
guidelines and performance characteristics that
they related to mass spectrometry methods will be
discussed. Generic performance characteristics,
such as linearity and accuracy, mass spectrometry-
specific performance characteristics, such as
matrix effect, will be presented and its related
performance criteria.
3. Challenges in validation of non-targeted methods The following questions about non-targeted
technique validation will be addressed in the
second part of presentation [1,2]:
1. What are the differences between targeted and
non-targeted methods?
2. How is a non-targeted method validated?
3. Are all the non-targeted methods the same?
4. Are the current validation guidelines sufficient
for non-targeted methods?
References
1. J. M. Bastos da Silva, J. Chaker, A. Martail. J.C. Moreira, A David, B. Le Bot; Journal of Xenobiotics, 11 (2021),
pp 1-15.
2. K. Nachani, S. Uhlig, M. Stoyke, S. Kammlein, F. Ulberth, I. Haase, M. Doring, S. G. Walch and P. Gowik;
Preprints, (2021), 2021120420.
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Development and validation of a rapid and simple analytical method for the
simultaneous analysis of pyrrolizidine alkaloids and related N-oxides in beehive
products by salting out assisted liquid liquid combined with liquid
chromatography-tandem mass spectrometry
S. Rizzo1, R. Celano1, L. Campone2, L. Rastrelli1, A. L. Piccinelli1
1Department of Pharmacy, University of Salerno, Via Giovanni Paolo II 132, 84084 Fisciano, Salerno, Italy 2Department of Biotechnology and Biosciences, University of Milano-Bicocca, Piazza Della Scienza 2, Milan, I-20126,
Italy
Summary: A simply, fast and cheap analytical procedure for the simultaneous analysis of PAs and PANOs in
beehive products was developed. The developed method, based on SALLE technique before the instrumental
analysis by UHPLC-MS/MS, provided a sensitive and accurate determination of the target analytes.
Keywords: pyrrolizidine alkaloids, beehive products, UHPLC-MS/MS
1. Introduction Pyrrolizidine alkaloids (PAs) are phytotoxins
widely distributed in about 3% of flowering plants.
They are specialized metabolites synthesized
by different plant species (Boraginaceae,
Asteraceae and Fabaceae) as defence against
phytophagous insects and herbivorous
animals. [1]. 1,2-Unsaturated PAs are defined as
hepatotoxic, genotoxic, and carcinogenic agents
and they are one of the most significant hepatic
phytotoxins class. The possible routes of exposure
of the human diet to PA occur, therefore, through
accidental ingestion of plants, herbal products
(drug, teas, food supplements), besides to products
of vegetal-animal origin, such as honey and pollen
[1, 2]. Considering the potential risk that PA
represents to human health, there is growing
interest from the scientific community in relation
to these compounds and beehive products, mainly
honey and pollen.
2. Experimental SALLE was evaluated as extraction and clean-up
technique for the analysis of PAs and PANOs in
honey and pollen. UHPC-MS/MS was selected as
highly sensitive and selective multiresidue method.
The critical parameters (pH of the aqueous
solution, extraction solvent, type and amount of
salting-out agents) affecting SALLE performance
were carefully studied and optimized using a
chemometric approach. The proposed method
was validated and applied to honey and pollen
samples.
3. Results The study of SALLE conditions allowed to select
and optimize the factors affecting on the extraction
efficiency and to provide acceptable extraction
efficiencies for PAs and PANOs. Under the
optimal experimental conditions the developed
procedure showed excellent extraction efficiency
(86-104 %) and recoveries (78-113 %) for all target
analytes, in both studied matrices. The proposed
method showed negligible matrix effect for both
studied matrices and satisfactory intra-day (< 10)
and inter-day (< 13) precisions. Method detection
and quantification limits were at very low ppb
levels for all target analytes. The proposed method
was successfully applied to the analysis of honey
(n=71) and pollen (n=6) samples.
4. Conclusions This study describes the first application of SALLE
to the determination of PAs in food matrices.
Compared with the most widely used method in PA
analysis, the proposed method provides a
comparable accuracy and higher sensitivity, with
lower costs and analysis times, and reduced use of
organic solvents. Its represents a simple and low-
cost alternative for screening and quality control
programs and occurrence studies.
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References
1. EFSA. (2011). European Food Safety Authority (EFSA) Panel on Contaminants in the Food Chain (CONTAM).
Scientific Opinion on Pyrrolizidine alkaloids in food and feed. EFSA Journal 2011, 9(11), 2406; 1–134.
2. EFSA, European Food Safety Authority (EFSA) Panel on Contaminants in the Food Chain (CONTAM), F. C.,
Knutsen, H. K., Alexander, J., Barregard, L., Bignami, M., Binaglia, M. (2017).. EFSA Journal, 15(7).
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Perfluoroalkyl and polyfluoroalkyl substances (PFASs) in honey by LC-Q-
Orbitrap: method development and validation study
C. Barola 1, S. Moretti 1, A. Piersanti 2, T. Tavoloni 2, A. Stramenga 2, D. Giusepponi 1, F. Paoletti 1, S. Sdogati 1, R. Galarini 1
1 Istituto Zooprofilattico Sperimentale dell’Umbria e delle Marche ”Togo Rosati”- Perugia 2 Istituto Zooprofilattico Sperimentale dell’Umbria e delle Marche ”Togo Rosati”- Ancona
Summary: A method was developed for the determination of forty PFASs at ng/kg levels in honey by means of
LC-Q-Orbitrap technique. Validation experiments showed satisfactory performances for most of the analytes.
The procedure was then applied to forty Italian honeys of different geographical and floral origins.
Keywords: Perfluoroalkyl substances (PFASs), honey, LC-Q-Orbitrap
1. Introduction Per- and polyfluoroalkylated substances
(PFASs) have been produced since the late
1940s. They are a family of more than 4000
fluorinated aliphatic synthetic compounds
used in hundreds of industrial products such
as fire-fighting foams, coatings and paper
products for food packaging [1]. Over the
past decade, PFASs have proven to be
ubiquitous in a variety of globally distributed
environmental and biological matrices
thanks to their high resistance to degradation
processes. Bee products are generated in
environments, which may be polluted by
different contamination sources and
contaminants may reach nectar, pollen, plant
exudates through air, plants, water and soil
and then be transported into the bee hives by
bees. Therefore, honey is not only a food
product with world-wide consumption, but it
can be also a good indicator of
environmental pollution. To date few
methods have been developed for PFAS
determination in honey and, in addition, they
include only a restricted number of target
analytes [2, 3]. The aim of this work was the
development and validation of an analytical
procedure for the determination of forty
PFASs in honey of different floral and
geographical origin.
2. Experimental
Honey samples were treated and analysed by
liquid-chromatography Q-Orbitrap mass
spectrometry (LC-Q Exactive Plus,
Thermoscientific, San Jose, CA, USA) under
the conditions reported in Barola et al. [4]
with modifications. The forty PFASs were
quantified applying isotopic dilution with the
addition of twenty-five labelled internal
standards. The validation study was carried
out through spiking experiments at eight
different concentrations (from 2 ng/kg to 500
ng/kg) applying a nested design [5]. The
method performance characteristics
(linearity, precision, trueness, limits of
detection and quantification) as well as the
measurement uncertainty were estimated by
means of an in-house software developed in
R environment [6,7]. Finally, forty Italian
honey samples were collected in local
markets and analysed by the validated
procedure.
3. Results At the beginning, the sample treatment
protocol already optimized for tissues was
applied without any modification [4].
However, for honey, the extraction step had
to be drastically changed dissolving the
sample directly in 20 mL of a mixture of
MeOH and a solution of 100 mM ammonium
acetate (50:50, v/v). The solubilized sample
was then purified through a double clean-up
step [4]. The validation study results were
satisfactory for the most of the forty tested
PFASs with intra-laboratory reproducibility
coefficients of variation lower than 20% and
trueness from 80 to 110%. Limits of
quantification were lower than or equal to 10
ng/kg for the majority of the analytes.
Finally, the validated method was applied to
forty honey samples of different botanical
origin (acacia, chestnut, multiflower and
orange) produced in Italy. Five PFASs
(PFPeA, PFHxA, PFHpA, PFOA, PFDA)
were detected in thirty-five honey samples.
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The most polluted honey type was chestnut
honey with concentrations of PFPeA and
PFHxA from 2 ng/kg to 25 ng/kg. In Figure
1, the LC-Q-Orbitrap chromatograms
recorded for a multiflower honey are
compared with the chromatograms of same
honeyspiked at 100 ng/kg. As shown, some
PFASs were detected also in the unspiked
honey and, although their peaks had a
negligible area (< 1 ng/kg), this observation
confirmed the ubiquity of per- and
polyfluoroalkylated substances and the need
to prevent laboratory contamination [4].
Fig.1- LC-Q-Orbitrap chromatograms of a multiflower honey sample (left) and of the same honey fortified at 100 ng/kg (right)
4. Conclusions The developed procedure demonstrated
good performance characteristics in terms of
selectivity, linearity, accuracy, detection and
quantification limits. These results were
finally confirmed by the participation in a
Proficiency Test (EURL-PT-PF_2102-HO)
organised by the European Union Reference
Laboratory of Friburg (Germany) obtaining
z-scores between -2 and +2. Analysis of
honey samples purchased in local markets
showed low contamination. The PFASs
found most frequently were the medium-
chain perfluoroalkyl carboxylates (C5-C8
PFCAs).
Acknowledgments The authors gratefully acknowledge financial support from the Italian Health Ministry (Ricerca
Corrente “Determination of PFASs in food by liquid chromatography coupled to mass spectrometry
detection” IZSUM 06/2020 and Ricerca Corrente “Multiclass methods for the determination of
antibiotics in food. Squaring the circle: eggs and honey” IZSUM RC0032019).
References
1. E. M. Sunderland, X. C. Hu, C. Dassuncao, A. K. Tokranov, C. C. Wagner, J. G. Allen. Journal of Exposure
Science & Environmental Epidemiology 29, (2019) 131–147
2. M. Surma, W. Wiczkowski, E. Cieślik, H. Zieliński, Microchemical Journal 121, (2015) 150–156
3. M. Surma, H. Zieliński, M. Piskuła. Bullettin of Environmental Contamination and Toxicology 97, (2016) 112–
118
4. C. Barola, S. Moretti, D. Giusepponi, F. Paoletti, G. Saluti, G. Cruciani, G. Brambilla, R. Galarini;
Journal of Chromatography A, 1628, (2020), 461442.
5. Eurachem Guide. Planning and Reporting Method Validation studies. First edition 2019
https://www.eurachem.org/images/stories/Guides/pdf/MV_Guide_planning_supplement_EN.pdf. 6. The Comprehensive R Archive Network. https://cran.r-project.org
7. R. Galarini. XXII International Mass Spectrometry Conference, Florence (Italy) ThP-199, 1211-1212,
(2018) https://www.imsc2018.it/images/IMSC2018_Abstract_Book.pdf
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Material screening of electronic devices by ICP-MS and HR-ICP-MS: towards a
low background for astroparticle physics experiments
F. Ferella1,2, S. Nisi1
1 INFN, Gran Sasso National Laboratories, via G. Acitelli 22, I-67100, Assergi (L’Aquila), Italy
2Department of Physical and Chemical Sciences, University of L’Aquila, via Vetoio, I-67100, L’Aquila, Italy
Summary: Low background is a fundamental requirement to astroparticle physics experiments to maximize
sensitivity. Gran Sasso National Laboratories are an ideal place to reduce background through rock
thickness of above mountain. Cosmic rays are reduced about 106 factor, furthermore radiopure material are
also used in experiments.
Keywords: trace analysis, low background
1. Introduction Material screening is a fundamental step to follow
to evaluate different type of materials used in setup
of astroparticle physics experiments that requires a
low radioactive background [1]. Electronic
components play a very important role during
amplification and transfer of signals obtained by
detectors, for this reason use of high purity
materials is necessary. Cables, circuits, electronic
boards, pins, supports, connections, and other
components required for set-up are subjected to a
preliminary screening to determine their purity and
therefore possible application and use. Inductively
Coupled Plasma Mass Spectrometry (ICP-MS) has
been used to characterize all materials adopted for
this procedure, to search for impurities inside
samples and to monitor contamination level]. High-
Resolution ICP-MS was used to determine amount
of impurities regard to natural radioactive elements
(Th, U, K), lower detection limits were reached
improving our analysis. Search of materials with
low level of contamination, as optical fibers, TPB,
nylon foils, circuits will be discussed to make a
preliminary screening related to materials to be
used for detectors assembly.
2. Materials and methods Chemicals used in sample preparations were HNO3
ultra-pure grade obtained from Hyper pure grade
nitric acid (VWR Chemicals, Canada) through sub-
boiling system (DuoPur, Milestone, Italy), HF
from Panreac, H2O UP (resistivity 18.2 MΩ/cm at
25°C) obtained from a Milli-Q (Millipore
Corporation, Billerica, Ma, USA). All
measurements were performed by mean Sector
Field High Resolution Inductively Coupled
Plasma-Mass Spectrometer (Element II, Thermo
Fisher Scientific, USA) equipped with an ASX520
autosampler from Cetac (Omaha, NE, USA).
Standard solution of 25 ppt Th and U in oxalate was
used as a reference material to calibrate instrument.
Instrumental calibration with certified standard
solution and recovery test were carried out to
perform measurements. ISO 6 clean room located
at LNGS was used to preparative analysis and
characterizations to avoid risk of environmental
contamination.
3. Results and discussion A preliminary step to take into consideration
information was to evaluate which radionuclides
ware sought in materials of our interest, in order to
be able to focus characterization on specific
masses; presence of radionuclides with natural
radioactivity give a contribute that get worse
background, so sensitivity could be decrease.
Instrument calibration was performed by standard
solution, recovery test was performed by adding a
known amount of solution (spike solution) in order
to evaluate total efficiency of our system.
Mineralization of samples was different according
to type of materials, in specify case ashing
treatment, acid dissolution, microwave digestion.
Regards to some types of material, it was important
to determine radioactive contribution of various
components by treating them separately, different
mineralizations were performed to discrimine
contaminations and subsequently evaluate total
contribution. HR-ICP-MS was adopted to perform
quantitative analysis, focusing on element of our
interest, and to reduce interferences; working in an
enrivoment with a very high presence of argon,
polyatomic compounds that are formed generate
various interferences especially in low resolution,
therefore with medium and high resolution it’s
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possible to reduce them even if there’s a loss of
sensitivity.
4. Conclusions ICP-MS has proved to be a highly sensitive and
versatile technique for carrying out
characterizations of materials involved in physics
experiments. Fast time of analysis, high sensitivity,
use of very small sample amounts, are great
advantages that are widely exploited in this type of
work. Over the years, rare event searches like those
hosted in LNGS laboratories investigating neutrino
and dark matter have screened different materials
through ICP-MS characterization. Also, other
techniques are used (e.g. gamma-ray spectrometry)
[2] to have a general overview of contamination
inside materials
References 1. F. Ferella, S. Nisi, F. Marchegiani, Physics, 3 (2021), pp 71-84
2. S. Nisi, M. Laubenstein, et al., Appl. Radiat. Isot., 67 (2009), pp 828-832
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Different applications of the Liquid Chromatography coupled to Isotope Ratio
Mass Spectrometry (LC-IRMS)
M. Perini1, M. Pellegrini2, S. Pianezze1
1Centro Trasferimento Tecnologico, Fondazione Edmund Mach, San Michele all’Adige (TN), Italy
2Thermo Fisher Scientific S.p.A, Rodano (MI) -Italy
Summary: The liquid chromatography interface coupled with IRMS permits the compound-specific δ13C
analysis of non-volatile and water-soluble compounds in complex mixtures without resorting to derivatization.
Applications in paleoarchaeology, nutrition and trophic, pediatrics, soil science and food genuineness are
examined here by reporting the progress and the technical constraints.
Keywords: stable isotope ratio analysis, liquid chromatography
1. Introduction Isotope Ratio Mass Spectrometry (IRMS) is a mass
spectrometry technique aiming to measure the
relative stable isotopic abundances of the elements
that comprise a specific material. The stable
isotope ratios of carbon (13C/12C), hydrogen
(2H/1H), oxygen (18O/16O), sulfur (34S/32S) and
nitrogen (15N/14N) are usually measured to provide
information about the geographical, chemical and
biological origin of substances. The IRMS can be coupled with different types of
devices, in particular liquid (LC) or gas
chromatographs (GC), so that the separation of the
specific compounds in the studied matrices is
performed before measuring the isotope ratio. The
association between the liquid chromatography and
the isotope ratio mass spectrometry (LC-IRMS),
although more recent than the GC-IRMS, has an
undisputed potential that will be here illustrated.
2. Results and Discussion The three most commonly used liquid
chromatographic techniques coupled with the
IRMS are thereafter described. Ion exchange
chromatography (technique 1) was used for the
determination of the carbon isotope ratios of
carbohydrates, amino sugars and amino acids.
However, it is difficult to completely resolve the
proteinogenic amino acids when adopting ion
exchange as the only mechanism of separation. The
resolution of many amino acids can be consistently
improved by using a reversed phase (RP) column
(technique 2). Almost all amino acids can be
resolved by mixed mode chromatography
(technique 3), i.e., the combination of RP and ion
exchange interaction sites in the same stationary
phase, which is today the most published method
for LC-IRMS analysis of non-derivatized amino
acids. The compounds that can be studied by
applying this technique range from carbohydrates
(in honey and sweet wine for the identification of
sugar adulterations or for the study of human
glucose metabolism and in the environmental
field), to organic acids (such as citric acid
fraudulently added in juices), to amino acids and
polypeptides (for the separation and the measure of
the 13C isotope enrichment of non-derivatized
amino acids in ecological, nutritional, trophic and
pediatric studies) and to herbicides.
Recently, the application of high temperatures to
the mobile and stationary phases (HT-LC-IRMS)
was proposed as an alternative approach to increase
the elution strength of aqueous eluents in reversed
phase LC. This specific variant of the method has
so far been applied to two matrices only: caffeine
and pharmaceutical products.
3. Conclusions The LC-IRMS is a powerful tool for the analysis of
a wide variety of different matrices and can be
applied to different research fields, as shown by
several studies. Compound-specific isotopic
analysis can be much more informative than the
bulk one, and the technological advances that make
it possible to isolate a specific compound before the
isotopic analysis by an LC interface lead to the
opening up of broad perspectives.
The LC technique proves to be an effective
alternative approach to the GC technique, offering
the advantage to avoid the derivatization of the
sample, which can lead to unwanted fractionations.
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References
1. M. Perini, L. Bontempo; Liquid Chromatography coupled to Isotope Ratio Mass Spectrometry (LC-IRMS): a
review, TrAC Trends in Analytical Chemistry, 147 (2022), pp 1–11.
,
.
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Validation of analytical method for the determination of cortisol in hair by
UHPLC-MS/MS
C. Maccari1, G. Magnani3, G. Niccoli3, M. Corradi1,2, R. Andreoli1,2
1Laboratory of Industrial Toxicology, Department of Medicine and Surgery, University of Parma, Italy 2Centre for Research in Toxicology (CERT), University of Parma, Italy.
3 Department of Medicine, University of Parma, Parma.
Keywords: Cortisol, chronic stress, LC-MS/MS
1. Introduction Cortisol is a steroid hormone commonly known as
the "stress hormone". Like all steroid hormones, it is
produced from cholesterol. The stages leading to its
synthesis take place at the level of the adrenal glands
under the control of the hypothalamic-pituitary-
adrenal axis. The main factors involved in controlling
cortisol secretion are: negative feedback, stress-
induced stimuli and circadian rhythm. The rate of
cortisol production shows high intra- and inter-
individual variability and is related to a physiological
circadian rhythm. Usually, cortisol levels were
quantified in saliva, urine, or blood, to describe an
extemporary, non-specific oxidative status.
Chronic hyper- or hyposecretion of cortisol is
influenced by environmental factors, psycho-
physical stress and involves long-term physiological
changes.Chronic stress can increase the susceptibility
of the individual to poor health and expose him to
different diseases: in particular, several studies have
shown that acute and chronic stress factors, can
increase the probability to have heart events, such as
heart attack.
Hence the interest in the use of cortisol as a biomarker
for chronic stress, usable as a prognostic marker for
many diseases but also as a predictor and therefore
applied in the prevention field.
In literature, the cardiovascular effects of chronic
cortisol exposure are described but there are not
enough evidence that its levels, measured in
biological fluids such as urine, blood or saliva, could
be used as a prognostic marker.
Determination of cortisol levels in hair can be a
reliable biomarker of long-term HPA axis activity
since it reflects total cortisol production for several
weeks or months and it is thought that the amount of
cortisol deposited in the hair is proportional to the
concentration of systemic cortisol.
Since the hair has a growth rate that generally stands
around 1 cm/ month; the concentration of a
compound in a specific hair segment is closely
related to the exposure suffered by the subject in the
period corresponding to the hair growth under
examination. For this reason, hair analyses allow a
retrospectively investigation of the production of
cortisol and can prove valuable to use cortisol as an
indicator of chronic stress.
2.Experimental We studied cortisol and 6β-hydroxy-cortisol (6β-
OHF) in 140 spot urine samples of healthy
volunteers, collected in the time window 8 a.m-10
a.m. to reduce the individual variability linked to the
circadian rhythm and in 14 strands of hair of healthy
volunteers. All the subjects were recruited on a
voluntary basis, were over the age of 18, and with no
chronical stress exposure history.
LC-MS/MS determinations were carried out on a
6500+ triple quadrupole mass spectrometer (Sciex),
equipped with a TurboIonSprayTM interface.
Chromatography was performed on an Atlantis dC18
column using variable proportions of 10 mM aqueous
formic acid and methanol at a flow-rate of 0.35
ml/min (Figure 1).
Fig. 2. Chromatograph with peak of two standard
Cortisol and 6β-OHF were ionized in negative ion
mode and detection was obtained in selected-reaction
(SRM) mode. For all analytes, the [M+HCOOH-H]-
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was selected by the first mass filter, to increase the
sensitivity of the analytical method (Table 1).
Table 1. working condition of mass spectrometry
Q1 Q3 compound DP EP CE CXP
407 331 cortisol -20 -10 -25 -18
407 297 cortisol -20 -10 -40 -15
407 282 cortisol -20 -10 -50 -15
423 423 6β-OHF -40 -10 -10 -15
423 347.3 6β-OHF -40 -10 -25 -18
Urine samples were analysed after thawing,
centrifugation and dilution with a solution of water
and methanol.
Working on a pool of hair, the better sample
treatment was investigated comparing three different
extraction procedures and different sample
quantity/extraction volume ratio. Particularly, the
tested extraction conditions were: (i) heating at 50 ºC
for 12 hours; (ii) ultrasonic for 20 minutes; (iii)
overnight agitation at room temperature in MeOH;
and the sample quantity/extraction volume ratios
were: (i) 50 mg of hair in 1 ml of MeOH in eppendorf;
(ii) 50 mg of hair in 1 ml of MeOH in Falcon; (iii)
100 mg of hair in 2 ml of MeOH in Falcon.
3. Results The limits of quantification, defined as signal to noise
ratios equal to ten (S/N=10) were calculated in
solvent and were 0.5 ng/L for cortisol and 0.12 ng/L
for 6β-OHF. Working calibrations were performed in
matrix and calibrating standards were treated as
samples. The imprecision of the method, calculated
as %RSD at three different concentration levels (n=6)
in all matrices, was within 1-4% for intra-day and 3-
9% for inter-day determinations.
LC-MS/MS method was validated on urine samples
because it is a biological matrix easier to collect then
hair, more accessible and it is known to have a natural
physiological content of cortisol and 6β-OHF. The
concentration levels of urinary cortisol and 6β-OHF
were found to be of the same order of magnitude as
the reference values.
Fig. 2. Analysis of extraction yields
Looking at the hair, the sample treatment that allowed
the higher recovery of cortisol was 100 mg of hair in
Falcon with 2 ml of methanol stirring at room
temperature overnight; while in none of tested
conditions, 6β-OHF was found to be in
concentrations above the limit of quantification (0.12
ng/L).
Then we obtained preliminary results related to the
natural cortisol content in hair. We divided the
strands of hair into segments of 1 cm each, starting
from the most proximal to the most distal segments
from the scalp of four healthy individuals and we
analyzed each segment.
We observed a progressively decrease of cortisol
levels starting to 3.9 pg/mg near the neck from 0.3
pg/mg corresponding to the final part of the hair; the
results were in accordance with the literature [2] and
the founded phenomenon is known as “wash-out”
effect [3].
4. Conclusions We developed a new analytical method that allowed
the quantification of cortisol in the hair samples.
Although some more tests are needed, cortisol
determination in the hair is a promising tool for a
chronic stress assessment.
References
1. Gatti, R., Codemo, C., De Palo, E.F. Biochim. Clin., 34(20109, pp 591-599.
2. Gao, W., Stalder T., Foley, P., Rauh, M., Deng, H., Kirschbaum, C. J. Chromatogr. B. Analyt. Technol. Biomed. Life Sci,
928(2013), pp 1-8.
3. Mayer, S.E., Lopez-Duran, N.L., Sen, S., Abelson, J.L. Psychoneuroendocrinology; 92 (2018), pp 57–65.
4. Iob E., Steptoe A., Current Cardiology Reports 21 (2019), pp 116.
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Fast and sensitive high-throughput antineoplastic drugs surface contamination
monitoring by ultra-high performance liquid chromatography coupled with
tandem mass spectrometry
S. Dugheri1, N. Mucci2, D. Squillaci2, G. Marrubini3, G. Bartolucci4, C. Melzi5, E. Bucaletti2, G. Cappelli2, L. Trevisani2, C. Valsecchi6, V.Consonni6, F. Gosetti6, D.
Ballabio6, G. Arcangeli2
1 Industrial Hygiene and Toxicology Laboratory, Occupational Medicine Unit, Careggi University Hospital,
50134 Florence, Italy 2 Department of Experimental and Clinical Medicine, University of Florence, 50134
Florence, Italy; 3Department of Drug Sciences, University of Pavia, Via Taramelli 12, 27100 Pavia, 4 Department
of Neurosciences, Psychology, Drug Research and Child Health, University of Florence, 50019 Sesto
Fiorentino, Italy; 5 Metanalisi, Corso di Porta Venezia 40, 20121 Milano, Italy; 6 Milano Chemometrics and QSAR Research Group,
Department of Earth and Environmental Sciences, University of Milano-Bicocca, 20126 Milan, Italy;
Summary: Antineoplastic drugs are an heterogeneous group of substances that can cause severe toxic
effects. Hospital surfaces contaminations are a growing issue and therefore require the development and
implementation of sensible and fast monitoring methods. The objective of this work is to create a high-
throughput wipe-test sampling procedure coupled with UHPLC-MS/MS analysis.
Keywords: Antineoplastic drugs; LC-MS/MS; Wipe test;
1. Introduction
Antineoplastic drugs (ADs) are a wide and
heterogeneous group of substances that can
cause highly severe toxic effects to whoever is
exposed. From an occupational safety point of
view, surface contaminations inside preparation
and administration units are a growing issue and
therefore require the development and
implementation of sensible and fast monitoring
methods. Wipe-test sampling procedure coupled
with (U)HPLC-MS/MS analysis is at the time
being the most used method to evaluate surface
contamination. However, it still presents a
challenging environment for mass spectrometry
analysis, due to the presence of organo-metallic
compounds, such platinum-based ADs, isobaric
compounds and isomers couples. At the same
time, the variety of molecules required the use
of two separated chromatographic methods,
both in reverse and normal phase.
2. Materials and methods
The methods were developed on a Shimadzu
LCMS 8050 triple quadrupole, equipped with
an electrospray source (ESI) and coupled with
a Nexera X2 UHPLC system. Each of the 34
ADs underwent a scan spectrum evaluation,
collision induced dissociation of the selected
precursor ion and optimization of the
quantitative and qualitative fragment ions
selected. Seven levels of calibration solutions
were prepared using drug products in a
concentration range from 5 to 50 ng/mL, with
the exception of cisplatin which needed
concentrations from 40 to 400 ng/mL. Internal
quality control samples were prepared to
evaluate accuracy and precision of the method.
For what concerns the normal phase method, a
co- injection program has been used to inject
bigger volumes of sample without altering the
peak shape. The optimization of the mobile
phases composition has been carried out by the
use design of experiments (DoE). Wipe
samples have been desorbed with a 50:50
water-methanol solution, filtered and injected
without further purification.
3. Results and discussion
The major difficulties have been encountered
during the development of the mass spectrometry
method, particularly for what concerns the
selection of the precursor ion. The wipes’ matrix,
even if relatively clean, might contain many salt
residues, deriving from the drugs excipients and
from the monitored surfaces, and thus create an
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abundant amount of adduct ions in ESI. This
issue has been evident in the analysis of
platinum-based ADs (PtADs), whose metal
complexes nature render particularly exposed to
the formation of collateral adducts and
modification of the very composition of the
drugs, especially considering that platinum itself
brings a very complex isotopic cluster. Cisplatin,
whose structure is the most labile among PtADs,
is divided in many different signals in the
positive ion scan, deriving not only from adducts
with the salts present in the matrix, but also from
the formation of complexes with the solvents’
molecules. For the same reason a few of the
precursor ions had to be selected between
ammonium and sodium adducts. However, the
obtained results were fitting the needed
performances, showing a precision and
accuracy error lower than 15%. The fast
sample preparation and analysis time allow the
monitoring, in the same sampling campaign, of
more than 100 points, making possible a wide
and punctual search of the ADs contamination in
a reasonable instrument work time. This way, not
only the average contamination of a preparation
or treatment unit can be checked, but also an
evaluation of contamination patterns which lead
to that result.
4. Conclusions
The developed methods gave the possibility to
monitor 34 ADs surface contaminations in the
order of pg/cm2 (ng/mL injected) with a single
sampling and two LC-MS/MS runs, with a total
time of analysis lower than 30 min/sample.
They proved to provide a useful tool not only
for the contamination monitoring but also to the
comprehension of how the contamination
might be generated.
References
1. Dugheri, S.; Mucci, N.; Squillaci, D.; Marrubini, G.; Bartolucci, G.; Melzi, C.; Bucaletti, E.; Cappelli, G.;
Trevisani, L.; Arcangeli, G. Separations 2021, 8(9), 150.
2. Dugheri, S.; Mucci, N.; Mini, E.; Squillaci, D.; Marrubini, G.; Bartolucci, G.; Bucaletti, E.; Cappelli, G.;
Trevisani, L.; Arcangeli, G. Separations 2021, 8(5), 69.
3. Dugheri, S.; Mucci, N.; Squillaci, D.; Bucaletti, E.; Cappelli, G.; Trevisani, L.;Valsecchi, C.; Consonni,V. ;
Gosetti, F.;Ballabio,D.; Arcangeli, G. Separations 2022, 9(2), 34.
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Rapid analysis and interpretation of metabolomics SWATH acquisition
A. Antonoplis, J. Causon, C. Hunter
SCIEX
SWATH acquisition is a data independent
acquisition (DIA) workflow that has been
demonstrated to improve metabolite coverage over
traditional data dependent techniques for
untargeted metabolomics. The workflow enables
creation of a digitized record of the metabolome
present in a sample, with full (MS1) and MS/MS
scans capturing every detectable analyte in a single
injection. The richness of SWATH acquisition data
offers numerous data analysis opportunities, one of
which is to identify differential metabolites across
sample groups. While instrumentation and
appropriate methods for collecting metabolomics
SWATH acquisition data are well-established, the
lack of software tools for processing large-scale
metabolomics SWATH acquisition studies remains
a challenge for wide-spread adoption of the
workflow in laboratories. The OneOmics suite, a
cloud- based solution for SWATH acquisition data
processing, enables fast and confident
identification of differential metabolites across
experiment groups in large-scale metabolomics
SWATH acquisition studies. The entire processing
workflow, from meta data management to
examining biological significance of results, is
supported in the platform.
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A general analytical platform and strategy for the screening and determination
of pyrrolizidine alkaloids in food matrices with high risk of contamination using
high-resolution mass spectrometry (Q-Orbitrap)
S. Rizzo, R. Celano, L. Rastrelli, A. L. Piccinelli
Dipartimento di Farmacia, Università degli studi di Salerno, Via Giovanni Paolo II, 84084 Fisciano (SA), Italia.
Summary: A general analytical platform for the screening of pyrrolizidine alkaloids in food matrices with
high risk of contamination was developed in this study. The platform includes a first highly selective extraction
procedure (SALLE) and a second step of analysis (UHPLC-MS/MS), allowing to determine 108 pyrrolizidine
alkaloids in the studied matrices.
Keywords: pyrrolizidine alkaloids, high-resolution mass spectrometry, targeted screening analysis
1. Introduction Pyrrolizidine alkaloids (PAs) are a large group of
naturally occurring phytotoxins recently regarded
as undesirable substances in plant-derived food
products due to their genotoxic and carcinogenic
activities [1-2]. A high-throughput screening and
confirmatory method combining salting-out
assisted liquid-liquid extraction (SALLE) with
ultra-high performance liquid chromatography
coupled with high resolution tandem mass
spectrometry (UHPLC-MS/MS) for the detection
of pyrrolizidine alkaloids in food matrices with
high risk of contamination (beehive products,
herbal infusions, and plant-based dietary
supplements) was developed in this study [3-4].
Firstly, an in-house diagnostic product ion filtering
strategy was developed and applied to naturally
PAs-producing plants to build a spectral library to
be used for the screening of a huge number of real
samples. A total number of 108 pyrrolizidine
alkaloids were analysed, including
30 reference standards, 45 PAs identified and
characterized in nine PAs-producing plants from
two different families: Asteraceae (Eupatorium
cannabinum, Lithospermum officinale, Petasites
hybridus, Senecio vulgaris, Tussilago farfara) and
Boraginaceae (Anchusa officinalis; Borago
officinalis, Echium italicum, Symphytum
officinale), based on their exact mass and
fragmentation pattern and confirmed with well-
known chemotaxonomic data and online databases,
and 33 tentatively identified using the diagnostic
product ion filtering strategy and literature
information. The mass spectrometer operated in
positive ion mode and full-HRMS- data-dependent-
MS2(full-HRMS-dd-MS2) acquisition mode at a
resolution of 70 000 (full- HRMS) and 17 500 (dd-
MS2). The screening method was applied and then
validated in food matrices with high risk of
contamination (beehive products, herbal infusions,
and plant-based dietary supplements), which differ in
the nature of co- extractants and may cause a variable
matrix effect [5]. The method proved to be linear up
to a concentration of 50 µg L–1 (R2 > 0.99). The limits
of quantification (LOQs) of the reference standards
were lower than 1 µg kg–1 for all the tested matrices.
Recoveries were in the range of 70-120% and
repeatabilities, expressed as relative standard
deviations (RDSs) lied in the range of 1- 11%.
2. Experimental and Results A wide database of PAs (617 molecules) was built
by drawing on EFSA and literature data; the
database was implemented by collecting
information about the collecting molecules such
as CAS number, elemental composition, molecular
weight and m/z ratio of precursor and product ions.
The collected PAs were then grouped into different
classes according to the necine base type
(retronecine, heliotridine, platynecine, otonecine,
supinidine and trachelanthamidine) and the
esterified necic acid type (monoester, open-chained
and cyclic diester) to develop an in-house
diagnostic product ion filtering strategy to be used
for the rapid screening and determination of PAs in
food matrices with high risk of contamination.
The crucial part of the platform building was the
development of the diagnostic product ion filtering
strategy as it allowed us to first build and then
continuously implement the HRMS spectral library
through the characterization of PAs- producing
plants and finally detect (and sometimes identify)
unknown PAs through the screening analysis of
real samples. Literature studies were fundamental
for the development of the strategy; however,
important clarifications also arose during the
screening analysis of real samples thanks to the
comparison of detected
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spectra with those present in online spectral
libraries (the most consulted was the MoNA
online library). The strategy was divided into
two subsets since the literature studies
immediately allowed to delineate the different
behavior of PAs and PANOs regarding their
fragmentation patterns. The PA and PANO’s
subsets of the strategy are shown in the Figures
1 and 2 respectively.
Figura 1. PAs’ subset of the strategy.
Figura 2. PANOs’ subset of the strategy.
The analytical screening method was successfully
applied to the analysis of a huge number (250) of
real samples (including honeys, pollen, food
supplements, black and green teas, and herbal
infusions) proving to be effective in the screening
and detection of both target and unknown PAs.
Overall, the percentage of contamination resulted
to be high in herbal infusions composed by mixed
plants (95.5 %), honey samples (89.0 %), black
teas (77.3 %), solid plant-based dietary
supplements (62.9%), and pollen samples
(50.0%); however, the percentage of samples
exceeding the MLs was only worrying for pollen
(33.3 %), herbal infusions composed by mixed
plants (21.6 %), black teas (16.6 %) and to a lesser
extent honey (6.9 %). No one of the solid dietary
supplements exceeded the MLs established by the
2020/2040/EU Regulation. Regarding herbal
infusion labelled as dietary supplements, green
teas, and herbal infusions composed by single
plant, the percentage of contamination resulted to
be low and no one of the samples exceeded the
MLs. The results of the present study highlight the
need to extent the monitoring studies beyond the
list of the most relevant PAs (28) to be monitored
in food and herbal products proposed by the
CONTAM Panel of EFSA to increase the amount
of data available on this topic and thus preserve the
health of consumers.
3. Conclusions A general platform for the simultaneous
screening and determination of 108 hepatotoxic
pyrrolizidine alkaloids in matrix with high risk of
contamination has been developed for
monitoring purpose in the present study. Target-
PAs could be detected at sub to low ppb levels
within a fast analysis of 30 min, including the
easy and cheap salting-out assisted liquid-liquid
extraction and the chromatographic separation.
High resolution mass spectra were acquired in
full MS data dependent MS2 acquisition mode,
which allowed to verify the identity of the target-
PA within the HRMS spectral library or to
further search before deciding if a confirmatory
analysis is needed. Furthermore, the method can
be easily and continuously expanded to
accommodate additional target compounds and it
can be even re- interrogated without having to re-
analyse the samples to search for PAs not target
at the moment of the analysis but discovered at
a future time.
References 1. EFSA CONTAM Panel (2016) EFSA Journal 14 (8), 4572.
2. EFSA CONTAM Panel (2017) EFSA Journal 15 (7), 4908.
3. Rizzo, S., Celano, R., Campone, L., Rastrelli, L., & Piccinelli, A. L. (2022). Journal of Food Composition and
Analysis, 108, 104457.
4. Chung, S. W., & Lam, C. H. (2018). Journal of agricultural and food chemistry, 66(11), 3009- 3018.
5. Magnusson B. & Örnemark U. (2014). Eurachem Guide: The Fitness for Purpose of Analytical Methods
120.0808 ≈60% 120.0808 bp
138.0910 ≈40% 138.0910 <5%
83.0491 ≈20%
220.1332 <5%
PANOs type R or H P or S
open or cyclic P P open or cyclic monoesters
diesters monoesters diesters
136.0757 <50%
R open diesters
H open diesters
214.1074 bp 254.1387 bp 214.1074 >50% 254.1387 >50%
O7-Acetyl O7-Angelyl O7-Acetyl O7-Angelyl
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Determination of sugars in olive leaves in response to water deficit
C. Benincasa, R. Nicoletti, M. Pellegrino, F. Carbone, A. Salimonti
CREA - Research Centre for Olive, Fruit and Citrus Crops, 87036 Rende (CS), Italy
Summary: This work presents the results of the composition of carbohydrates in olive leaves from plants
irrigated with different water regimes to study the role of sugars in the response to water deficit. Quantitative
analysis of glucose, fructose, galactose, and mannose was performed by cesium attachment electrospray
tandem mass spectrometry.
Keywords: Mass spectrometry, Sugar analysis, Olive leaves
1. Introduction Green plants produce carbohydrates through the
process of photosynthesis. These compounds are
used either as energy sources for vegetative growth
and development or as precursors in the
biosynthesis of a wide range of molecules,
including lipids, proteins, and polysaccharides.1
Selected plant species appear to have evolved the
biochemical processes and physiological
conditions necessary for with standing unfavorable
environmental variables, including drought,
flooding, salinity, irradiance, and both high and
low temperatures.2,3 This study describes the
evaluation of sugars, glucose, fructose, galactose,
and mannose, in olive leaves whose plants were
irrigated with different water regimes to study the
role of sugars in the response to water deficit. In
fact, understanding the mechanisms by which olive
plants tolerate water deficit is essential for
selecting more tolerant plant cultivars. Quantitative
analysis of sugars was performed by cesium
attachment electrospray tandem mass
spectrometry.
2. Experimental Materials. The experimental material consisted in
leaves of six cultivars of olive plants: Arbequina,
Coratina, Frantoio, Itrana, Leccino, and Moraiolo,
reased under controlled conditions. A certain
number of replicas, for each experimental thesis,
were subjected to a treatment with commercial
mycorrhizae, which would seem to contribute to
the improvement of the resilience of the olive trees
in response to water stress. Olive leaf samples
were collected and freeze dried until analyses.
Chemicals. Cesium iodide, acetonitrile, glucose,
fructose, galactose, and mannose were purchased
from Sigma Aldrich (Italy). Distilled water was
produced in situ by means of a Milli-Q plus system
(Millipore, Bedford, MA, USA).
Extraction procedure. Approximately 0.2 g of
dried leaf was extracted with 100 ml of distilled
water by sonication (15 min) and further
centrifugation (10 min). The filtered supernatant
solution was analysed by electro spray ionization
tandem mass spectrometry (ESI-MS/MS). The
extraction was done in triplicate.
Quantitative analysis. Standard stock solutions
were prepared dissolving the sugar standards in
distilled water. Aliquots of these solutions were
further diluted to obtain five calibration standards
at concentrations range between 0.625 and 10
g/mL. Calibration curves were built using a least-
squares linear regression analysis with correlation
coefficients between 0.9996 and 0.9999. The
accuracy and precision were evaluated at two
concentration: 3.25 and 6.50 g/mL (recovery
between 94 and 109 %).
LC–MS/MS analysis. Measurements were
performed by using a MSD Sciex Applied
Biosystem API 4000 Q-Trap mass spectrometer.
The LC–MS was operated in the positive ion mode
using multiple reaction monitoring (MRM): for
each analyte, the transition of the deprotonated
molecular ion [Sugar-H]+ was scanned on the first
quadrupole and its main fragments on the third one
[Sugar-Cs]+. The experimental conditions were as
follow: ionspray voltage (IS) 5500 V; curtain gas
15 psi; temperature 100 °C; ion source gas (1) 35
psi; ion source gas (2) 45 psi; collision gas
thickness (CAD) medium; entrance potential (EP),
declustering potential (DP), entrance collision
energy (CE) and exit collision energy (CXP) were
optimized for each transition monitored. The
analytes were separated on a Chromegabond
carbohydrate column [(5 m particle size, 15 cm
length and 2.1 mm i.d.) at a flow rate of 300
mL/min with an injection volume of 10 L. A
binary mobile phase consisted of acetonitrile (A)
and CsCl H2O 54 M (B). The total elution time
was 10 min per injection.
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3. Results and Conclusions The sugars profile of olive leaves can be
conveniently determined by following the gas
phase chemistry of their cesium adduct. In this
work, for each cultivar studied, the highest sugar
content was recorded in the leaves belonging to
plants that have undergone water stress. For the
experimental theses subjected to commercial
mycorrhizae treatment, it wasn’t observed a
significantly contribute to the improvement of the
resilience of olive trees in response to water stress.
The results obtained can be explained by
considering that the accumulation of the sugars in
olive leaves is a strategy to provide a long-term
protection against future periods of water deficit.
Acknowledgments This work was supported under the Progect
“ALIVE” (D.M. MiPAAF 93880 del 29/12/2017).
References
1. C.M. Duffus and J.H. Duffus; Carbohydrates: Structure, Location, Function. By Carbohydrate
Metabolism in Plants; Longman House: Burnt Mill, Harlow Essex, UK, 1984.
2. H.K Lichtentaler; J. Plant Physiol. 1995, 148, 4.
3. J. Ingram, D. Bartels; Plant Mol. Biol. 1996, 47, 377.
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Development of mass spectrometric methodologies for the quality assessment of
bergamot-based food products in the framework of the activities of the
QUASIORA laboratory
I. Santoro2, L. Bartella1,2, F. Mazzotti1,2, L. Di Donna1,2
1 Department of Chemistry and Chemical Technology, University of Calabria, Via P. Bucci, Cubo 12/D, Rende, CS,
87036, Italy 2 QUASIORA Laboratory, Agrinfra Research Net, University of Calabria, Via P. Bucci, Cubo 12/D, ,
Rende, CS, 87036, Italy
Summary: The key mission of the QUASIORA laboratory is to provide technological support to the small and
middle enterprises operating in the agri-food district, through the setting up of innovative research
methodologies which aim at qualifying the food products.
Keywords: QUASIORA laboratory, mass spectrometry, agri-food products, bergamot
1. Introduction The QUASIORA (Quality, Safety, and Origin of
Food) laboratory was established in 2009 at the
Department of Chemistry and Chemical
Technologies of the University of Calabria
(UNICAL) in accordance to the project Action 2,
FAP - Scientific Research and Technological
innovation, funded by Calabria Region.
The main activity of the laboratory relies on the
development of new and accurate analytical
methods, based on mass spectrometry, for the
assessment of the quality of foods. The
QUASIORA lab is involved in the following fields:
• Quality and safety of foods: The technical
expertise present in the lab allows the design
and the development of protocols and
methodologies addressed to the quali-
quantitative assay of molecular markers in
typical foods of the territory
• Nutraceutical: development and
characterization of “medical foods” and “novel
foods”
• Determination of the food origin and product
qualification through molecular fingerprint.
By 2015, UNICAL has filed the trademark
QUASIORA at the Chamber of Commerce in
Cosenza; in 2020, the QUASIORA laboratory
received a new grant from Calabrian Region in
order to realize its main mission, which is to
valorise the typical food products of the region,
through the application of those innovative
methods, helping the local companies to grow-up
in those markets which require high-quality
products [1-6].
Currently, QUASIORA operates with companies,
through i) collaboration in research grants such as
the case of “Terre Grecaniche”, a consortium of
wine producers, or “Azienda Pratticò” a local
producer of bergamot-based beverages and the
“Cedro di Calabria Consortium”, which promotes
the production and the use of Citron, a typical
Calabrian citrus fruit, or ii) by simple third-party
activities as in the case of Esserrepharma, a
company which produces bergamot-based food
supplements.
Here are shown some of the activities of the
researchers of the QUASIORA laboratory who
developed a new method, based on LC_MSMS, for
the characterization of quality markers molecules
and to prevent safety issues in bergamot foods.
Fig. 1 The laboratory logo-trademark registered at the
Chamber of Commerce of Cosenza
2. Experimental Coumarines and flavonoids were directly analyzed
in food supplements from Esserrepharma and food
beverages from Azienda Pratticò after dissolution
(if needed), filtration and centrifugation. High
resolution HPLC/MS (Thermo Orbitrap Exploris
120) operating in positive mode was used for the
analysis of coumarines. The assay was performed
in SIM mode following the exact mass of
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Bergapten and Bergamottin, the two main
coumarines in bergamot. The HPLC run was
obtained by a gradient of H2O (0.1% Formic Acid)
and Acetonitrile eluents. The total run time was 16
minutes. The coumarines were quantified through
an external calibration curve that was built
sampling five standard solution in triplicate at
different concentration (25, 50, 100, 200, 400
µg/L).
Instrumental determination of flavonoids was
carried out by High Performance Liquid
Chromatography (Thermo Accela) coupled with a
Triple quadrupole mass spectrometer (Thermo TSQ-Vantage) operating in negative ionization
mode using MRM scan mode. Pure neoeriocitrin,
neoesperidin, naringin, peripolin, brutieridin and
melitidin standards were used for the assay
together with caffeic acid as internal standard. A
calibration curve has been built sampling five
standard solution in triplicate at different
concentration (25, 50, 100, 200, 400 µg/L) and the
internal standard (caffeic acid) concentration was
set at 100 µg/L. The HPLC run was obtained by a
gradient of H2O (0.1% Formic Acid) and Methanol
eluents. The total run time was 26 minutes.
3. Results The methods developed were applied to different
juices and extracts from Bergamot. The analyzed
samples were divided into 28 liquid extracts of
bergamot, 10 solid extracts, 10 commercial juices
(1 juice sweetened with stevia). The concentration
of flavonoids ranged between 260-1000 mg/L in
the commercial juices, 28300 mg/l in the liquid
extracts, 30% w/w in solid extract.
The concentration of coumarins present in the
extract samples varies from between 0-140 mg/L
for the liquids and 0.003-0.4% w/w in solids.
4. Conclusions The application of the methods developed by the
QUASIORA laboratory to the agri-food products
can support the small and middle enterprises to
qualifying their products, facilitating their access to
the market worldwide, and pushing forward the
business initiative and job growth.
References 1 L. Bartella, F. Mazzotti, ,A. Napoli, G. Sindona, L. Di Donna. Analytical and Bioanalytical Chemistry 410(8) (2018)
pp. 2193-2201
2 L. Bartella, F. Mazzotti, ,A. Napoli, G. Sindona, L. Di Donna. Food and Chemical Toxicology 136 (2020).
3 L. Di Donna, L. Bartella, L. De Vero, M. Gullo, A.M. Giuffrè, C. Zappia, A. Caridi. European Food Research and
Technology. 246(10) (2020) pp. 1981-1990.
4 L. Di Donna, D. Taverna, S. Indelicato, A. Napoli, G. Sindona, F. Mazzotti. Food Chemistry 229 (2017) pp. 354-357
5 G. Sindona, L. Di Donna. Toxic Chemical and Biological Agents (2020) pp. 1-10
6 L. Di Donna, G. De Luca, F. Mazzotti, A. Napoli, R. Salerno, D. Taverna, G. Sindona. Journal of Natural Products
72(7) (2009) pp.1352-135
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Identification of sinapoylquinic acids in coffee by “surrogate standards”
fingerprinting: a win-win strategy
S. Colomban 1, E. Guercia1, E. De Angelis1, L. Navarini2
1Aromalab illycaffè S.p.A., AREA Science Park, Padriciano 99, 34149 Trieste, Italy
2illycaffè S.p.A., via Flavia 110, 34147 Trieste, Italy
Summary: The focus of this paper is to identify sinapoylquinic acids (SiQA) in coffee extracts using an
extract of Gardenia Fructus as surrogate standard for the characterization of the 3 isomers.
Keywords: sinapoylquinic acids, coffee, UHPLC‐ESI‐MS/MS
1. Introduction Chlorogenic acids (CGAs) are a large class of ester
formed between quinic acid and hydroxycinnamic
acids. They are present in coffee as a complex
mixture of positional and geometric isomers, where
caffeoylquinic acids (CQA) are the most abundant,
followed by dicaffeoylquinic acids (diCQA) and
feruloylquinic acids (FQA) [1]. Sinapoylquinic
acids are the most widely distributed of these less
common cinnamic acids, being reported in
Gentianales [2] (the order with the greatest range),
Aquifoliales, Asterales, Caprifoliales, and
Solanales. The lack of synthetic standards or the
high cost for authentic commercial standards for
LC/MS identification and quantification could be
the weak spot in the metabolites identification
process, but a different strategy proved to be
effective: the use of surrogate standards supported
by LC/MS data providing retention time, UV-vis
spectrum, molecular mass and mass fragmentation
data [3]. This strategy allows the fingerprinting of
a specific class of compounds that, in most cases,
can be identified unequivocally at minimal cost.
2. Experimental Gardenia Jasminoides fruits (zhi zi) extract and
food supplement containing gardenia fruits and
artemisia capillaris thumb. (yin chen hao tang)
were purchased from Qiu Tian Srl (Acquaviva, San
Marino Rep.), Arabica and Robusta lyophilized
coffee extracts were prepared in our lab from an
aqueous ethanolic extract. Sample were extracted
with water/ethanol (30/70 v/v) for 30 min at 60°C
in an ultrasound cleaning bath Sonorex RK100
(Bandelin), the ratio of sampling weight to
extraction solution volume was 20. After extraction
the sample was centrifuged (5 min, 8602× g RCF
at 20°C, Allegra 64R Centrifuge, Beckman
Coulter, Indianapolis, IN, USA) and filtered with
regenerated cellulose (RC) membrane 0.20 µm
(Reliaprep Ahlstrom-Munksjö Oyj, Helsinki,
Finland) and diluted with water if needed. Analyses
were performed with UHPLC-DAD and UHPLC-
MS/MS as previously reported in literature [4].
3. Results All data for chlorogenic acids presented in this
manuscript use the recommended IUPAC
numbering system. Generally, peak assignments
have been made on the basis of the structure-
diagnostic hierarchical keys published in literature
[5], supported by examination of the UV spectrum
and retention time relative to 5-caffeoylquinic acid.
The three isomers of sinapoylquinic acids are
characterized by precursor ion at m/z 397, so we
focused only on compounds producing a precursor
ion of m/z 397. Fragmentation was recorded and
compared with literature. We decided to start our
sinapic acid derivatives exploration with
lyophilized Gardeniae Fructus (ZhiZi and Yin
Chen Hao Tang) extract, available on the market at
an affordable price. When identification of
sinapoylquinic acids in these extracts was
successful we optimized the identification method
with a Multiple Reaction Monitoring mode (MRM)
to identify the regioisomers of sinapoylquinic acid
in coffee. Three isomers were detected with
precursor ion at m/z 397, these eluted after 5-
caffeoylquinic acid. The first sinapoylquinic acid
was assigned as the 3-isomer (3-SiQA). The most
strongly retained isomer was assigned to 4-
sinapoylquinic acid (4-SiQA) and has a
fragmentation characteristic of 4-acyl chlorogenic
acid. The last isomer elutes between 3- and 4-
sinapoylquinic acid, and has a fragmentation at m/z
191, characteristics of the 5-acyl chlorogenic acid,
so it was assigned to 5-sinapoylquinic acid (5-
SiQA).
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Once the three regioisomers were successfully
identified we added the specific transitions of
SiQAs to the MRM method we routinary apply for
the determination of chlorogenic acid profile in
coffee, and we were able to identify SiQAs on
different samples: food supplement containing Zhi
zi and coffee (both Arabica and Robusta).
4. Conclusions In conclusion we proved that using a matrix that is
particularly rich in secondary metabolites of
interest as a standard to identify and optimize an
LC-MS/MS method is an effective and cheap
strategy to fulfil characterization of those
compounds in other matrices.
Once the identification of the sinapoylquinic acids
is performed we observed that this chlorogenic acid
derivatives are present in both Arabica and Robusta
coffee, and further investigations and
quantification of these compounds are needed.
We strongly believe that the approach used to
identify new compounds on coffee matrix is
effective and can help research team to improve the
characterization of minor compounds already
described in literature without the need of time
consuming organic synthesis or expensive
commercial standards purchase.
References
1. A. Farah, J. De P. Lima, The Royal Society of Chemistry, Coffee, London (2019) pp 584–610.
2. M.N. Clifford, W. Wu, J. Kirkpatrick, R. Jaiswal and N. Kuhnert, Rapid Commun. Mass Spectrom, 24 (2010), pp
3109–3120.
3. H. Čížkova, V. Soukupova, M. Voldřich, R.Sevcik, Journal of Food and Nutrition Research, 46 (2007), pp 28-34.
4. S. Colomban, E. Guercia and L. Navarini, J Mass Spectrom, 55 (2020), e4634.
5. M. N. Clifford and N. E. Madala, J Agric Food Chem, 65 (2017), pp 3589-3590.
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Stable isotope analysis to detect differences in four compartments of Simmental
cull cows fed on C3 and C4 diets
S. Pianezze1,2, M. Corazzin2, L. Bontempo3, A. Sepulcri2, E. Saccà2, M. Perini1, E.
Piasentier2
1Centro Trasferimento Tecnologico, Fondazione Edmund Mach, San Michele all’Adige (TN), Italy 2Dipartimento di Scienze Agroalimentari, Ambientali e Animali, University of Udine, Udine (UD), Italy
3Centro Ricerca e Innovazione, Fondazione Edmund Mach, San Michele all’Adige (TN), Italy
Summary: The isotopic analysis of the fat (EA-IRMS) and the fatty acids (GC-C-IRMS) of 13 multiparous
Italian Simmental cull cows made it possible to discriminate between animals fed on different feeding regimes
(either C3-based or C4-based) and to collect information about the metabolic pathway of the FAs in the bovine
organism.
Keywords: fatty acids, isotope ratio mass spectrometry, gas chromatography
1. Introduction Fatty acids (FAs) are long chain carboxylic
acids that can be found in the adipose tissues and
the muscles of bovines. They may derive from
the diet only, as for the essential FAs (such as
linoleic and linolenic acid), and/or from de novo
endogenous synthesis [1]. The FAs metabolic
pathway starts in the rumen, where the
hydrolysation of dietary complex fats into long
chain FAs occurs [2]. Then, the FAs released
during this process are converted into saturated
FAs through biohydrogenation reactions [3].
The FAs reach the liver carried by the blood,
whose flow, together with the FAs
concentration, influences their supply to this
organ [4]. The deposition of the FAs into the
animal tissue can be considered as the final step
of their metabolism.
2. Results and Discussion The aim of this study was to discriminate
between two groups (nTOT = 13) of Italian
Simmental cull cows fed on different diets and
to widen the knowledge about the FAs
metabolic path in the bovine organism. The first
group was fed on a C3 products-based diet
(δ13CC3_BULK_DIET = -32.55‰) while the
second one was fed on a C4 products-based one
(δ13CC4_BULK_DIET = -18.74‰). Beside the
diet, three compartments of the animals were
considered: rumen, liver and meat. The fat
extracted from the four matrices was both
analysed through EA-IRMS (elemental
analysis-isotope ratio mass spectrometry), as a
bulk sample, and through GC-C-IRMS (gas
chromatography-combustion-isotope ratio mass
spectrometry), after a derivatization process
which made it possible to measure the δ13C of
five FAs (C16:0, C18:0, C18:1n-9, C18:2n-6
and C18:3n-3). A good discrimination between
C3 and C4 groups was achieved. Moreover,
different trend of δ13C passing from the diet to
the loin were found as for C3 and C4 groups.
3. Conclusions The δ13C analysis of the bulk fat and the FAs
helped in shedding light on the metabolic path
that the FAs follow in the bovine organism and
on how this path changes depending on the diet.
Nevertheless, the metabolic path of the FAs is
still far from being completely understood.
Therefore, more studies focusing in particular
on the various chemical reactions taking place
into the rumen, should be carried out.
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References 1. C. Galli, P. Risé; European Journal of Lipid Science and Technology, 108 (2006), pp 521–525.
2. Buccioni, M. Decandia, S. Minieri, G. Molle, A. Cabiddu; Animal Feed Science and Technology, 174 (2012),
pp 1–25.
3. W.W. Christie, X. Han; Lipid Analysis, (2012), pp 3–19.
4. J.F. Hocquette, D. Bauchart; Reproduction, Nutrition, Development, 39, (1999), pp 27–48.
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LC-MS/MS characterization of phenolic compounds in olive oils obtained with
different extraction techniques
C. Benincasa1, M. Pellegrino1, G. Lacertosa2, G. Montanaro3
1 CREA - Centro di Ricerca Olivicoltura, Frutticoltura, Agrumicoltura, Rende (CS), Italy 2 ALSIA - Centro Ricerche Metapontum Agrobios, Metaponto (MT), Italy
3 Università degli Studi della Basilicata, Dipartimento delle Culture Europee e del Mediterraneo (DICEM), Matera
(MT), Italy
Summary: The objective of this study was the evaluation of the physical-chemical and organoleptic
parameters of the oils obtained with different extraction techniques, with particular emphasis to the
determination of phenolic compounds performed by tandem mass spectrometry.
Keywords: Extra virgin olive oil, Oil extraction process, Phenolic compounds.
1. Introduction Olive oil represents the main source of fat in the
Mediterranean diet and represents a valuable food
product from both nutritional and economic point
of view. The nutritional value and the health
promoting effects of extra virgin olive oil (EVOO)
rely on its favorable nutrient composition,
including oleic acid as the most abundant fatty acid
and fat-soluble vitamins and the presence of
phenolic compounds1–3. The latter are recognized
in contributing to the positive health effects related
to the consumption of extra virgin olive oil4, 5 and
can be affected by the production process involving
crushing the olives into a paste, mixing the pastes
in order to progressively favor the coalesce of oil
drops and separating the oil from the aqueous
phase5–7. The legal term "Extra virgin olive oil of a
superior category obtained directly from olives and
solely by mechanical procedures" does not give the
right emphasis to the production process where
important biochemical processes take place. In
fact, if not kept under control, the extraction system
can lead to a deterioration in the quality of the
product. By favoring the goal of maximum yield
and extraction efficiency by adopting
hyperoxidative methods and olive paste
temperatures above 30 °C, the quality of the oil
produced is compromised. On the contrary, by
adopting non-invasive extraction technique, as the
uses a module capable of conditioning the
temperature of the paste before it is subjected to
malaxation, it can guarantee the reduction and
degradation of phenolic substances, tocopherols,
phytosterols, pigments, ensuring the integrity of the
glycerine component as well. The objective of this
study was, therefore, the evaluation of the physical-
chemical and organoleptic parameters of the oils
extracted with different types of olive mills
techniques, with particular emphasis to the
determination of phenolic compounds.
2. Experimental Olive samples of Coratina, Frantoio e Leccino
cultivar were collected in the crop year 2019–2020.
The extraction systems utilised consisted of
hammer and knife crushers, two and three-phase
decanters with malaxer cooling temperatures at 10-
12 °C and 26-27 °C. Free fatty acids, peroxide
values, UV absorption characteristics, and fatty
acid methyl esters were determined as described by
the official method of Europaean Union
Commission Regulation 2568/9119. Phenols were
determined by following extraction procedures
optimised at CREA laboratory. The crude
methanol extracts containing the phenolic fraction
were analyzed by electro spray ionization tandem
mass spectrometry (ESI-MS/MS) using a MSD
Sciex Applied Biosystem API 4000 Q-Trap mass
spectrometer in the negative ion mode using
multiple reaction monitoring (MRM). The analytes
were separated on an Eclipse XDB-C8-A HPLC
column (5 μm particle size, 150 mm length and 4.6
mm i.d.) (Agilent Technologies, Santa Clara, CA,
USA) at a low rate of 300 μL/min with an injection
volume of 10 μL. A binary mobile phase made up
of 0.1% aqueous formic acid (A) and methanol (B)
was gradient programmed to increase B from 10 to
100% in 10 min, hold for 2 min and ramp down to
original composition (90% A and 10% B) in 8 min.
The total elution time was 20 min per injection.
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3. Results and Conclusions The different types of mills did not significantly
affect the oil yields and the quality parameters such
as the content of methyl esters of fatty acids, free
acidity, the number of peroxides and the
spectrophotometric constants (K232, K270 and
△K). The extraction conditions, on the other hand,
resulted in a significant difference in the content of
the antioxidant component. The oils that were
found to be richer in phenolic compounds were
those produced with a two-phase extraction system
equipped with a malaxer cooling at temperatures of
10-12 °C. In fact, the rapid cooling of the pasta was
able to produce an increase in the phenolic
concentration probably thanks to the inhibiting
effect of the polyphenoloxidase which is
deactivated at these temperatures. Similar situation
with regard to the content of alpha tocopherol.
Furthermore, the oils produced with a two-phase
extraction system equipped with a malaxer cooling
at temperatures of 10-12 °C were found to have
superior organoleptic properties.
Acknoledgements The research activities were performed under the Action 4 of the Project “Ottimizzazione della Redditività e
della Gestione degli OLIveti e dei processi produttivi dell’Olio LUCANO - O.R.G.OLI.O. LUCANO” (PSR
Basilicata 2014-2020 - Bando Misura 16 - Sottomisura 16.2 - "Sostegno a progetti pilota e allo sviluppo di
nuovi prodotti, pratiche, processi e tecnologie" – EX D.G.R. 26 Settembre 2018 N. 976 E SS.MM.II.).
References 1. E. Rhouma et al.; Natural Product Research, (2019) https://doi.org/10.1080/14786419.2019.1637867.
2. S. Lupinacci et al.; J. Nephrol. (2016), DOI 10.1007/s40620-016-0368-4.
3. Martinez-Gonzalez et al.; Circ. Res. (2019), 124, 779–798.
4. Visioli et al.; Br. J. Pharmacol. (2020), 177, 1316–1330.
5. Clodoveo et al.; Ultrasonics Sonochemistry, (2013a), 20 (5), 1261-1270
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Tuna Fish wastes valorisation: green production and triacyclglycerols
characterization of Tuna fish oils by HPLC/HRMS and GC/MS
S. Indelicato, D. Bongiorno, G. Avellone, V. Di Stefano, L. Ceraulo, Mirella Vazzana, M. Mauro, V. Arizza
Department of Biological, Chemical and Pharmaceutical Science and Technology (STEBICEF), University of Palermo,
Via Archirafi, 90123 Palemo, Italy;
Summary: The wastes obtained from various commodities are often characterized by a content of bioactive
compounds that justifies their recovery. In this work a “green” procedure to obtain a tuna-fish oil rich in
polyunsaturated fatty acids has been developed and the final product characterized.
Keywords: fatty acids, tuna fish oil, mass spectrometry
1. Introduction Food waste generated in great quantities worldwide
is a current point in the view of a more sustainable
circular economy. Depending on the type of food a
different degree of wastes is generated, taking into
consideration both food chain and industrial
processing. The residues produced by the various
supply chains in several cases are still
characterized by a good content of bioactive
molecules which, properly recovered, have the
potential to be reintroduced at different stages of
the production cycles of other products, often
reinforcing their intrinsic value. For this reason, are
always welcome the development of new protocols
to recover molecules of nutritional/nutraceutical
interest from by-products and waste of the agri-
food and industrial production chain. The simplest
and less invasive recovery procedures are of course
preferable as they should do not introduce
bioactive principles modification, and reduce the
presence of xenobiotic substances.
2. Experimental Sample preparation of fatty acids methyl esters
(FAMEs) for the analytical determination by
GC/MS has been carried out dissolving
approximately 0.1 g of each oil in a 5 mL screw top
test tube with 0.2 mL KOH (2 N) in methanol
solution and 1 mL n-hexane. The solutions were
vigorously shaken for 30 min and left to stratify
until the upper solution became clear. For GC
analysis, a Thermo Fisher TSQ 8000 was used,
equipped with a Trace 1300 GC. Samples
preparation for the analytical determination of
TAGs by LC/HRMS has been simply made by
dissolving 0.5 μL of oil in 1.5 mL of methanol. The
samples thus prepared were placed in an ultrasonic
bath for 5 min, in order to facilitate the dissolution.
For LC-APCI/MS, analysis used a Waters Q-Tof
Premier equipped with a thermostatic autosampler.
The chromatographic details are reported in [1].
3. Results The chemical characterization of the extracted oil
has been performed determining fatty acids methyl
esters analysed by GC/MS, and triglycerides
(TAGs) determined by an HPLC/HRMS approach
based on a ballistic gradient. Both the results
obtained have been compared with literature data
[2] based on commercial tuna fish oil, and are in
good agreement. On the other hand, several other
TAGs have been identified in our study, and, in a
semi quantitative approach, their relative
abundances have been used to determine fatty acid
composition by means of an in-silico
saponification approach [3].
4. Conclusions The described approach allowed to individuate and
determine 84 different TAGs. The in-silico
saponification, based on the identified TAGs and
their relative abundance, gave relative percentual
of fatty acids that are in fair agreement with the
fatty acid percentages determined by the traditional
FAMEs protocol, suggesting a good and correct
identification/quantification of the TAGs.
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Fig. 5 Total ion current HPLC/MS trace of the tuna fish oil. L=Linoleic acid;P=palmitic acid, Po= palmitoleic acid;
O=oleic acid; S=Stearic acid; Ec=Eicosenoic acid; Ep=eicosapentenoic acid;M=myristic acid; De= Docosahexaenoic
acid; Er= erucic acid
References 1. P. Agozzino, G. Avellone, D. Bongiorno, L. Ceraulo, S. Indelicato, S. Indelicato, K. Vèkey; J Mass Spectrom. (2010),
45, pp: 989–995.
2. C. Baiocchi, C. Medana, F. Dal Bello, V. Giancotti, R. Aigotti, D.Gastaldi; Food Chemistry (2015), 166, pp 551–
560.
3. S. Indelicato, D. Bongiorno, L. Ceraulo, C. Emmanuello, F. Mazzotti, C. Siciliano, D. Piazzese; Food Anal. Methods (2018), 1, pp 873–882
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Are you wake yet? Mapping the spatial metabolome of coffee beans with MS-
imaging
A. Smith1, G. Bindi1, P. Crisafulli2, L. Navarini2, and F. Magni1
1 Clinical Proteomics and Metabolomics Unit, Department of Medicine and Surgery, University of Milano-Bicocca,
20854, Vedano al Lambro, Italy 2 illycaffè S.p. A., via Flavia 110, 34147, Trieste, Italy
Summary: this work shows the possibility to map the spatial metabolome of seven different Coffea species
using MALDI MS-imaging, highlighting some metabolomic differences within the main tissues of the coffee
beans as well as among the different species studied Keywords: coffee, spatial metabolomics, mass spectrometry imaging
1. Introduction Coffee is among one of the main consumed
beverages worldwide due to its desirable aromatic
and phytochemical properties. However, each
coffee species possesses differences in terms of
metabolomic content which may have an impact
upon their quality and utility as a commercially
available coffee product. For this reason, many
studies have focused on characterising the bean
chemical content of different coffee species [1], but
little is known regarding the spatial distribution of
the main compounds inside the coffee bean tissues
[2]. Techniques as MALDI MS-imaging which
also consider the spatial distribution of chemical
compounds represent important tools for their
metabolic characterisation and may uncover
further insights related to specific phytochemical
properties of different coffee bean species.
2. Experimental Beans of 7 Coffea species (Coffea arabica, C.
brevipes, C. eugenioides, C. arabica var. laurina, C.
liberica, C. canephora, and C. sessiflora) were
cryo-sectioned at a thickness of 10µm and thaw-
mounted onto conductive indium tin oxide glass
slides. 40mg/mL 2 5-dihydroxybenzoic acid in
70% MeOH w/0.1% trifluoroacetic acid was
deposited onto each coffee bean section using a
HTX TM-Sprayer. Mass spectra were acquired in
both positive-ion and negative-ion mode for each
coffee bean, within the m/z 100 to 700 range, using
a rapifleX MALDI Tissuetyper™ (Bruker Daltonik
GmbH, Bremen, Germany) MALDI-TOF/TOF
MS equipped with a Smartbeam 3D laser operating
at 10 kHz frequency. MALDI-MS images were
acquired with a beam scan setting of 46 µm and a
raster sampling of 50 μm in both x and y
dimensions.
3. Results Initially, the coffee bean distribution of known
target metabolites which constitute to the known
phytochemical properties of coffee beans were
evaluated, including Trigonelline (m/z 138.05,
[M+H]+), Theobromine (m/z 181.06, [M+H]+),
Caffeine (m/z 195.19, [M+H]+), Quinic acid (m/z
191.15, [M-H]-), and Caffeoylquinic acid (m/z
353.08, [M-H]-), which were mostly localised to
the hard portion of the endosperm. Moreover, the
presence of 16-O-methylcafestol (m/z 331.52,
[M+H]+]), a diterpene that is considered an
authenticity marker for Robusta, was evaluated and
in fact was only found to be present in high
abundance within the Robusta coffee beans. To
further highlight the added value of performing
spatially resolved MS analysis, segmentation of the
spatial metabolomics datasets, in both positive-ion
and negative-ion mode, was performed. In both
instances, the segmentation maps were able to
reveal the different tissues present within the coffee
bean, including the hard external endosperm, soft
internal endosperm, as well as the embryo tissue.
In particular, the embryo was associated with a
rather distinct metabolomic profile that was
characterised by a large abundance of Sucrose (m/z
381.08, [M+K]+) with respect to the endosperm.
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Figure 1. Arabica coffee bean segmented using the spatial metabolomics data obtained in positive-ion (left) and
negative-ion (right)mode.
4. Conclusions The work presented highlights the possibility to
map the main metabolites content of coffee beans
as caffeine, trigonelline, sucrose, diterpenes and
some chlorogenic acids and detect metabolomic
differences among different species, thus
representing a highly promising tool to discover
new properties of this important food product.
References
1. Gutiérrez Ortiz AL, Berti F, Solano Sánchez W, Navarini L, Colomban S, Crisafulli P, Forzato C. T. Food
Chem. 2019 Jul 15;286:459-466. 2. Li N, Dong J, Dong C, Han Y, Liu H, Du F, Nie H.. J Am Soc Mass Spectrom. 2020 Dec 2;31(12):2503-2510.
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Risk in glyphosate residue quantification in cereal products:
the 2-amino-3-phosphopropionic acid case study
L. Sabatino, V. Pantò, G. Morabito, F. Lazzaro, M. Scordino, P. Traulo, G. Gagliano
Ministero delle Politiche Agricole Alimentari e Forestali - Dipartimento dell’Ispettorato centrale della tutela della
qualità e della repressione frodi dei prodotti agro-alimentari (ICQRF) - Laboratorio di Catania
Summary: About hundred samples of different dry-commodities (maize, wheat, flour, animal feed and spelt)
were analyzed for glyphosate residue using IC- Orbitrap mass analyzer. A molecule showing quite similar ion
transitions as glyphosate, co-eluting with glyphosate, was often observed. This analyte was identified as 2-
amino-3-phosphonopropionic acid (APPA), isomer of glyphosate.
Keywords: glyphosate, 3-phosphonoalanine, organophosphonate
1. Introduction Phosphonates are organophosphorus molecules
that contain a highly stable C – P bond and a
weaker C – O – P phosphate ester bond. The inert
nature of the C-P bond and the close resemblance
of the phosphonic acid part to the biologically
important phosphoric acid and carboxylic acid
functional groups determine that many natural
phosphonate products are potential enzyme
inhibitors. In fact, in recent years, the biological
properties conferred by the C – P bond have led to
the 1. Introduction into the environment of a vast
range of synthetic organophosphonates such as
insecticides, herbicides, fungicides, antibiotics and
chemical weapons. Examples are the widely used
herbicide glyphosate and glufosinate [1]. The
present work shows the risks associated with the
determination of the pesticide glyphosate in ion
chromatography coupled to a high-resolution
detector (IC-HRMS) due to the presence of 2-
amino-3-phosphonopropionic acid (APPA). This
molecule is a ubiquitous phosphonate amino acid
of biogenic nature [1], and it is isobaric and isomer
of the glyphosate molecule (Table 1). Therefore, as
already highlighted by Zoller et al. [2], its
behaviour in ion chromatography leads to a
possible interference in the identification and
quantification of the glyphosate molecule.
Table 2. Chemical structure and formula of glyphosate and 2-amino-3-phosphonopropionic acid (APPA)
Glyphosate 2-amino-3-phosphonopropionic
acid
Formula: C3H8NO5P Formula: C3H8NO5P
Exact Mass: 169.0140085 Exact Mass: 169.0140085
2. ExperimentalAnalytical Method: Quick method for the analysis
of numerous highly polar pesticides in food
involving extraction with acidified methanol and
LC-MS/MS measurement - food of plant origin
(QuPPe-PO-Method, V 12).
Instrument: IC-Dionex 6000 system with high
resolution analyser Orbitrap®, Thermo QExactive.
Materials:
- Solutions certified with a known title of single
active ingredients: APPA and glyphosate;
- Water at least "grade 3" ISO 3696 standard;
- Methanol for pesticide analysis;
- Acetonitrile for pesticide analysis;
- Formic acid 99%;
- 0.45 µm PTFE filters;
- Dionex IonPac AG19-4μm column.
Sample preparation:
- Weigh 5.0 g ± 0.5 g of sample in 50 ml falcon;
- Add 10 ml of water;
- Add 10 ml of methanol for pesticide analysis,
acidified to 1% with formic acid;
- Shake for 1.5 min at 3000 rpm in
Geno/Grinder®;
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- Filter with a 0.45 µm filter into plastic vials;
- Take 100 μl of filtrate and add 1000 μl of water
in vials.
Gradient: The water flow rate was 0.25 mL/min
with a gradient from 15 mM OH- for 5 min; from
15 mM OH- to 60 mM OH- in 7 min; 60 mM OH-
for 6 min; from 60 mM OH- to 75 mM OH- in 0.5
min; 75 mM OH- for 1.5 min; from 75 mM OH- to
15 mM OH- in 0.5 min; with a cycle time of 20.5
min. The OH- eluent (0.5 ml/min) was neutralized
using a Dionex ADRS 600 2 mm electrolytically
regenerated suppressor (Thermo). Desolvatation
post column with acetonitrile at 0.150 ml/min. The
injection volume was 100 μL of the extract diluted
with 1000 l water.
Mass analyser for identification and
quantification: Full scan (FS) was conducted in
ESI negative mode in the range 50-400 m/z and
product reaction monitoring (PRM) acquisition
was focused on m/z 168.00673 ion.
External calibration: Stock solution of APPA and
glyphosate at concentration of 40 g/l were utilized
to prepare external standard calibration. A 5-point
calibration curve corresponding to a range of 0.5–
7 ug/l was constructed.
3. Results and Conclusions Glyphosate residues analysis on cereal samples
have often shown the presence of an interferent
which coelutes with glyphosate and exhibits
similar fragmentation pattern. This substance has
been identified as APPA, a molecule with identical
composition, same carboxylic and phosphonic
functional groups of glyphosate but differs in the
position of nitrogen of the amino group (Table 1).
This compound was found in 50 of samples of
maize and spelt, origin Moldavia, in the
concentration range of 0.05–0.4 mg/kg; it was also
found in 17 different samples (wheat, flour, animal
feed). To avoid the risk of misstatement in
qualitative and quantitative results when analysing
glyphosate, it is necessary to check whether APPA
is properly distinct from glyphosate in
chromatograms. Figure 1 shows TIC and PRM
fragments of the two analytes. Glyphosate shows
the PO2- fragment at m/z 62.964 which is almost
undetectable in APPA and fragment at m/z 124.017
[M- CO2]- due to the CO2 loss. Instead, the ion at
m/z 77.975 is characteristic of APPA. The ions
corresponding to the molecular ion [M]- at m/z
168.00673 and those relating to the loss of water
[M- H2O]- at m/z 149.996 are common to both
substances. The SANTE/11312/2021 guidelines
for the identification and quantification of
molecules indicate that in the case of the use of a
high-resolution detector, a minimum of two ions
per analyte as required; the selection of the ion at
m/z 62.964 is essential for a correct identification
of glyphosate. For a correct quantification, it is
necessary to evaluate adjustments of
chromatographic gradient to allow better
separation or the use of a different technique such
as HPLC with HILIC columns.
Fig. 1. Total ion chromatograms (TIC) and Products reaction monitoring (PRM) of glyphosate (A) and APPA (B)
References
1.J.P. Quinn, A.N. Kulakova, N.A. Cooley, J.W. McGrath; Environmental Microbiology, 9-10 (2007), pp 2392–2400.
2.O. Zoller, P. Rhyn, H. Rupp, J.A. Zarn, C, Geiser; Food Additives & Contaminants: Part B, 11-2 (2018), pp 83–91.
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Untargeted screening of perfluoroalkyl and polyfluoroalkyl substances (PFASs)
in air of Italian e-waste recycling facilities
C. Barola1, S. Moretti1, F. Buiarelli2, F. Lucarelli3, L. Goracci4, S. . Lorenzetti5, P. Di Filippo6, F. Paoletti1, R. Galarini1
1 Istituto Zooprofilattico Sperimentale dell’Umbria e delle Marche ”Togo Rosati”, Perugia, Italy;
2Department of Chemistry, University "La Sapienza", Rome, Italy; 3Department of Physics, University of Florence and
I.N.F.N., Sesto Fiorentino, Florence, Italy; 4Department of Chemistry, Biology and Biotechnology, University of
Perugia, Perugia, Italy; 5Department of Food Safety, Nutrition and Veterinary Public Health, Italian National Institute of
Health (ISS), Rome, Italy; 6DIT INAIL, Rome, Italy
Summary: Per- and polyfluoroalkylated substances (PFASs) are a wide group of environmental
contaminants used in several industrial products. An untargeted procedure was applied to detect new PFASs
in particulate matter collected in two e-waste recycling plants using LC-Q-Orbitrap. Three possible PFASs
were tentatively identified and one was confirmed by standard comparison.
Keywords: Per- and polyfluoroalkylated substances (PFASs), e-waste, LC-Q-Orbitrap
1. Introduction
Waste of Electrical and Electronic Equipment
(WEEE) also known as e-waste is commonly
considered a secondary raw material for the
recovery of valuable components such as
precious metals, plastics, glass and ceramics.
Nevertheless, the occurrence of hazardous
organic and inorganic chemicals in e-waste
components poses environmental and
occupational risks. Therefore, the issues
regarding the impact of e-waste recycling
processes are becoming a global problem [1].
Suspended particles present in e-waste material
can contain, among others, per- and
polyfluoroalkylated substances (PFASs), a wide
group of synthetic molecules produced since the
late 1940s. PFASs are a family of thousands of
compounds used in various industrial
applications including electric and electronic
equipments. As several long-chain PFASs have
been banned from production and use, short-
chain and new PFASs are synthetized as
alternatives. The aim of this work was the
development of an untargeted analytical
procedure in order to detect the presence of
possible unknown PFASs in particulate matter
collected in e-waste facilities through liquid-
chromatography coupled to high-resolution
mass spectrometry (LC-HRMS) [2].
2. Experimental
Fine and coarse particulate matter fractions
were collected over a workday in different areas
(dismantling and shredding) of two Italian e-
recycling facilities in December 2020 and May
2021. The analyses were performed by liquid-
chromatography coupled to Q-Orbitrap (LC-Q
Exactive, Thermofisher Scientific, San Jose,
CA, USA) applying the LC conditions
described in [3]. Three different acquisition
modes were applied: full MS/dd-MS2 (TopN),
full MS/AIF/NL dd-MS2 and full MS/DIA. In full
MS/dd-MS2 (TopN), the selection of fragment
ions is based only on their intensity. This
approach is useful to identify unexpected
compounds also when specific neutral losses are
unknown. On the other hand, in the Full
MS/AIF/NL dd- MS2 experiment, the full scan
is followed by an "All Ion Fragmentation" (AIF)
and, therefore, only ions producing known
neutral losses (NLs) were fragmented. In our
case, more than fifty diagnostic NLs were
included (HF, C4HF5O4, C6ClF11O2 etc.) that
were capable of triggering the relevant dd-MS2
experiments. Finally, in the Full MS/DIA
experiment, full scan is followed by a data
independent analysis with an isolation window
set at m/z 60 covering a mass range m/z 120-
1500. With respect to AIF experiment, the
advantage of DIA was to minimize the post-
interface ion suppression phenomenon,
improving sensitivity [4]. For data analysis,
different features of Compound Discoverer
package (Thermo Fisher Scientific) were used
in order to obtain independent information
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2
about the identity of the detected substances. In
addition to specific NLs, more than 80
characteristic fragments (C2F5-, C5F9O-,
C3ClF6O- etc.) were monitored. Along with the
predicted compositions generated by
Compound Discoverer based on m/z values
and isotopic patterns, two different mass lists
containing both formula and exact m/z of more
than 6000 PFASs were used. One of these was an
in-house custom list created by injecting about
one hundred available PFAS reference
materials; this list included also
chromatographic retention times. The second
list was based from the database available at the
website of the US Environmental Protection
Agency [5]. Moreover, standard, relative and
Kendrick mass defects were calculated for each
compound using as Kendrick formula four
repetitive units: CF2, C2F4, C2F4O and
C2HF3. Finally, the automatic search in
mzCloud, mzVault and Chemspider databases
was performed
3. Results
Using the described approach three potential
PFASs were detected in both e-recycling
facilities: bistriflimide (1,1,1-Trifluoro-N-
((trifluoromethyl)sulfonyl)methanesulfonamide),
1,1,2,2,3,3,4,4,5,5,6,6,7,7,7, penta- decafluor-1-
heptan-sulfonamide and pentafluorooctansulfinic
acid. The most frequently found was
bistriflimide, especially in one of the two plants.
Later, the identity of bistriflimide was confirmed
purchasing its commercial reference material. In
the Figure, the chromatogram and spectra of
bistriflimide together with the output of
Compound Discoverer package are shown.
Fig. 1– Compound Discoverer output of the peak at 5.8 min (left side). The acquired full scan and MS2 spectra are
shown in the central and right figures, respectively. The predicted formula (C2HF6NO4S2) was found in ChemSpider
database and attributed to bistriflimide. In MS2 spectrum, the characteristic fragment ions at m/z 77.9639 (NSO -) and
m/z 82.9592 (FSO2-) were recognised (green points) thanks to their inclusion in the in-house fragment database.
4. Conclusions The untargeted protocol developed here
combines several MS experiments and database
resources and it has been shown to be able to
detect unexpected PFAS molecules. A further
improvement of this approach can be obtained
implementing the databases with further specific
fragment ions and neutral losses belonging to
novel and emerging PFAS compounds.
Acknowledgments This work was supported by INAIL BRiC 2019 – ID13 (“Environmental assessment and health impact
of organic emergent contaminants such as bromine flame retardants and perfluoroalkylated substances
and inorganic toxic contaminants in occupational environments.)
References 1. O. Alabi, Y. Adeoluwa, X. Huo, X. Xu, A. Bakare; Journal of Environmental Health Science and
Engineering 19, (2021) pp. 1209–1227.
2. Y. Liu, L.A. D’Agostino, G. Qu, G. Jiang, J.W. Martin; Trends in Analytical Chemistry, 121, (2019), 115420.
3. C. Barola, S. Moretti, D. Giusepponi, F. Paoletti, G. Saluti, G. Cruciani, G. Brambilla, R. Galarini;
Journal of Chromatography A, 1628, (2020), 461442.
A. Kaufmann, M. Widmer, M. Kaden Rapid Communications in Mass Spectrometry 24(14) (2010) pp 2162-2170
4. https://comptox.epa.gov/dashboard/chemical_lists/epapfasrl
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Presence of novel perfluoro-polyether carboxylic acids in poultry eggs
C. Barola1, S. Moretti1, R. Avolio2, F. Paoletti1, S. Sdogati1, D. Giusepponi1, M. C. Abete2, A. Stramenga3, T. Tavoloni3, A. Piersanti 3, R. Galarini1
1 Istituto Zooprofilattico Sperimentale dell’Umbria e delle Marche ”Togo Rosati”, Perugia,
Italy; 2Istituto Zooprofilattico Sperimentale del Piemonte, della Liguria e della Valle d’Aosta,
Torino, Italy; 3Istituto Zooprofilattico Sperimentale dell’Umbria e delle Marche ”Togo
Rosati”, Ancona, Italy
Summary: In the last years, new per- and polyfluoroalkylated substances (PFASs) have been produced to
replace some old compounds potentially toxic. In this work, we report for the first time the presence of these
substances in poultry eggs collected in an industrial area of Northern Italy.
Keywords: Per- and polyfluoroalkylated substances (PFASs), eggs, LC-Q-Orbitrap
1. Introduction
Per- and polyfluoroalkylated substances
(PFASs) are a wide group of synthetic
molecules produced since the late 1940s and
used in various commercial products. As
several long-chain PFASs have been banned
due to their potential toxicity, short-chain and
new PFASs are synthetized as alternatives.
Recently, novel chloro- perfluoro-polyether
carboxylates and related PFAS have been
detected in environmental samples collected
in New Jersey (USA) [1,2]. This presence has
been attributed to industrial facilities using
and/or manufacturing PFASs located in that
area. The aim of this work was the
development of an analytical procedure to
detect novel perfluoro-polyether
carboxylates in eggs collected near an
industrial plant producing PFASs in
Northern Italy.
2. Experimental
Three poultry eggs samples were collected in
the vicinity of an industrial plant producing
fluorinated polymers (Solvay Specialty
Polymers Italy S.p.A., Spinetta Marengo,
AL, Italy), whereas other four egg samples
were collected from a different area. Two
grams of homogenised sample was extracted
and purified as described in Barola et al. [3]
with slight modifications. The analyses
(suspect screening) were performed by
liquid-chromatography coupled to Q-
Orbitrap mass analyser (LC-Q Exactive,
Thermofisher Scientific, San Jose, CA,
USA). Negative ionization mode was
applied performing t-SIM-ddMS2
acquisition. In the inclusion list the exact m/z
of the precursor ions of hydro- and chloro-
perfluoro-polyether carboxylates were
inserted on the basis of data published by
Washington et al. [1] and McCord et al. [2].
3. Results
The general structure of the searched
perfluoroether carboxylic acids is reported in
Figure 1 [1,2]. The different congeners of
chloro (ClPFPECA) and hydro
perfluoroether carboxylic acids (HPFPECA)
are classified with the relevant number of
perfluoroethyl (e) and perfluoropropyl (p)
units.
Fig. 1. General structure of the perfluoroether carboxylic acid oligomeric series (R=Cl: ClPFPECA; R = H:
HPFECA). The R group position is likely variable [1,2]
Both ClPFPECAs and HPFPECAs were
detected in all three egg samples collected near
the Solvay Specialty Polymers plant, while
they were not detected in any of the four
samples taken far from this industrial plant.
Some of these compounds could be traced
back to the mixture of telomers (CAS 329238-
24-6) produced by Solvay with the trade name
ADV 7800 [4]. In absence of reference
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materials, the analyte detection was performed
without the knowledge of RTs and therefore
the t-SIM-ddMS2 experiment was carried out
all along the chromatographic run. Since
ClPFPECAs and HPFPECAs fragment in
source, the monitored precursor ions were [M-
CF2-CO2-H]-. In Figure 1, the LC-MS
chromatograms and MS2 spectra of some
ClPFPECAs found in one of the analysed eggs
are shown. All the measured m/z were
generally within 5 ppm error. In the same egg
sample also five hydro perfluoroether
carboxylic acids were detected (HPFPECA-
0,1, HPFPECA-2,0, HPFPECA-1,1,
HPFPECA-0,2 and HPFPECA-1,2).
Fig. 2. LC-HRMS chromatograms and relevant MS2 spectra of some ClPFPECAs found in one of the contaminated egg
samples
4. Conclusions To the best of our knowledge, this is the first
evidence of the presence in poultry eggs of
the novel perfluoro- polyether carboxylates
described for the first time by Washington et
al. [1]. Although no reference materials are
currently available, the presumptive
identification of these compounds is
strengthened by the co-presence of several
congeners belonging to the ClPFPECA and
HPFECA series shown in Figure 1.
References 1. J. W. Washington, C. G. Rosal, J. P. McCord, M. J. Strynar, A. B. Lindstrom, E. L. Bergman, S. M. Goodrow,
H. K. Tadesse, A. N. Pilant, B. J. Washington, M. J. Davis, B. G. Stuart, T. M. Jenkins. Science. 2020,
368(6495): 1103– 1107.
2. J. P. McCord, M. J. Strynar, J. W. Washington, E. L. Bergman, S. M. Goodrow. Environmental Science &
Technology Letters 2020 7(12): 903–908.
3. C. Barola, S. Moretti, D. Giusepponi, F. Paoletti, G. Saluti, G. Cruciani, G. Brambilla, R. Galarini; Journal
of Chromatography A, 1628, (2020), 461442.
4. EFSA Scientific Opinion. EFSA Journal 2010; 8(2):1519
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Combining passive sampling and LC-MS/MS for the study of emerging
pollutants in seawater
E. Magi, M. Di Carro, B. Benedetti, H. MacKeown, C. Scapuzzi, M.
Baglietto
Department of Chemistry and Industrial Chemistry, University of Genoa, via Dodecaneso, 31, 16146, Genoa, Italy
Keywords: seawater passive sampling, tandem mass spectrometry, emerging pollutants
1. Introduction and Contents Emerging Contaminants (ECs) in marine waters
include different classes of compounds, such as
pharmaceuticals and personal care products,
showing “emerging concern” related to the
environment and human health. Their
measurement in seawater is challenging mainly due
to the low concentration levels and the possible
matrix interferences. Mass spectrometry combined
with chromatographic techniques represents the
method of choice to study seawater ECs, due to its
sensitivity and versatility. Nevertheless, these
powerful instrumental techniques need suitable
sample collection and pre-treatment. Conventional
spot sampling may not allow sufficient sensitivity;
moreover, due to the complex dynamics of the
coastal marine environment, discrete samples may
not offer a representative picture of contaminant
concentrations.
Passive sampling represents a powerful approach
to overcome these problems. Passive samplers are
generally deployed in water for several days or
weeks, allowing an in-situ pre-concentration of the
contaminants, which can improve sensitivity [1].
Also, in the case of integrative samplers, the
relatively long deployments permit an estimation
of time-weighted average (TWA) concentrations,
rather useful for the assessment of marine water
quality. Marine applications for passive samplers
were first mainly for traditional and mostly
hydrophobic contaminants such as PAHs, PCBs
and organochlorine pesticides. In the past two
decades, more and more work has been conducted
on passive sampling of polar compounds (1<
logKow< 4) in marine waters. The most popular
devices are the Polar Organic Chemical Integrative
Samplers (POCIS), the Chemcatcher and the
organic Diffusive Gradients in Thin film
technology (o-DGT). Figure 1 shows the number
of publications for each methodology over the last
21 years, highlighting that most published works
on seawater monitoring use the POCIS [2].
Fig. 6. Cumulative publications on integrative passive samplers (POCIS, Chemcatchers, o-DGTs and others)
for polar emerging contaminants since the first application in marine waters.
POCIS was designed to sample rather polar
compounds, characterized by a logKow comprised
between 0 and 5 [3]. It consists in a sorbent phase
sandwiched between two microporous membranes,
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usually made of polyethersulfone (PES), which are
kept together by two stainless rings.
Our research group has a large experience in the
use of POCIS for water studies, initially focused on
freshwater monitoring and, later, on seawater
applications [4]. Detection and quantification of
ECs in marine water is challenging due to the low
concentration levels (sub µg L-1), the variety of
their physicochemical properties and the
complexity of the matrix. We developed a reliable
multiresidue LC-MS/MS method, taking also into
account the possible matrix effect (ME) that the
seawater matrix may cause, thus avoiding an
overestimation or underestimation of the analyte
concentration, as well as improving detection
limits. The analytical method allows the
determination of several emerging contaminants at
trace levels: pharmaceuticals, UV-filters,
estrogens, artificial sweeteners, perfluoroalkylic
compounds, bisphenol A, triclosan, caffeine and
paraxanthine. The analytical method was applied to
various POCIS deployed in different locations of
the Ligurian coast (Italy, Mediterranean Sea) and
provided information about the quality of waters
subjected to different anthropic impacts. Few
examples of these case studies will be presented
and discussed.
References
1. B. Vrana, I.J. Allan, R. Greenwood, G.A. Mills, E. Dominiak, K. Svensson, J. Knutsson, G. Morrison; TrAC - Trends
Anal. Chem. 24 (2005) 845–868
2. H. MacKeown, B.Benedetti, M. Di Carro, E. Magi; Chemosphere 299 (2022) 134448.
3. D. Alvarez, S. Perkins, E. Nilsen, and J. Morace, Science of the Total Environment 484 (2014) 322
4. M. di Carro, E. Magi, F. Massa, M. Castellano, C. Mirasole, S. Tanwar, E. Olivari, and P. Povero, Marine Pollution
Bulletin 131 (2018) 87
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Fast and Easy Methodology for the Determination of Formaldehyde in Indoor
Working Environments by Derivatization Coupled with GC-MS
P. Avino, C. Di Fiore, A. Iannone, F. Carriera, I. Notardonato
University of Molise, Department of Agriculture, Environmental and Food Via De Sanctis s.n.c. 86100 Campobasso
(Italy)
Summary: the analysis of formaldehyde from indoor air sample was generally performed using HPLC system,
after a proper derivatization reaction. In this paper, an easier methodology has been set up to improve its
monitoring in indoor air of workplaces, achieving limit of detection in the order of ppb.
Keywords: formaldehyde, derivatization, GC-MS.
1. Introduction
In recent years, the attention to formaldehyde has
increased due to its broad application in several
production sectors, such as manufacturing, textile,
chemical and medical ones. This compound, in
fact, occurs both in outside and inside air,
particularly in workplaces [1]. Exposure to
formaldehyde, in fact, can lead to several diseases
such as irritation of the eyes, nausea and allergic
skin reactions. Furthermore, in 2004, formaldehyde
has been recognized as carcinogen substance by
International Agency Research of Cancer (IARC).
For this reason, its determination in indoor
environment using easier and faster analytical
methodologies is a matter of urgency to protect the
public health. Traditionally, the quantification of
formaldehyde in air indoor samples is carried out
by means of high-pressure liquid chromatography
(HPLC), after a passive or active sampling using
cartridges or tubes impregnated with 2,4-
dinitrophenylhydrazine (DNPH) [2]. However, this
method allowed to achieve limit of detection in the
order of mg kg-1. In this paper, an innovative, fast,
reliable and sensitive method is proposed for the
analysis of formaldehyde from indoor air samples.
2. Experimental
In this study, formaldehyde is sampled using
atmospheric samplers coupled with Solid Phase
Extraction (SPE) Carbograph 1 cartridges, washed
and conditioned prior to use. The analyte is then
desorbed from the SPE cartridge using acetonitrile.
After, formaldehyde is derivatized using an
innovative approach. Briefly, trifluoroacetic
anhydride is used as derivatization agent combined
with an iron-based artificial catalyst for promoting
the reaction. Derivatized formaldehyde is then
injected in the GC-MS system and analysed. This
new methodology allows to lower the detection
limit compared to the HPLC one; with the new
method, the detection limit is of the order µg kg-1.
Fig. 7. Derivatization reaction of formaldehyde using
trifluoroacetic anhydride
3. Results
From the findings resulted that the methodology
proposed is more sensitive than the traditionally
one. The limit of detection of the new method is of
0.009 µg mL-1, with a linear dynamic range which
ranged between 0.05 and 0.50 µg mL-1. The limit
of quantification is of 0.039 µg mL-1 whereas R2
value obtained is of 0.9981, confirming the
goodness of the method. On the basis of the results,
the use of this method can be proposed to determine
the formaldehyde present in traces in the
workplace, significantly expanding the protection
of workers.
Fig. 2. Mass spectrum of derivatized formaldehyde
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The percentage recoveries reported in Table 1 are
obtained using the proposed method. Recoveries
were determined by analysing three solutions at
two known concentrations. The goodness of the
methodology is confirmed by the standard
deviation values that range between 8.6 and 11.3.
Table 3. Percentage recoveries of derivatized
formaldehyde at known concentrations.
Recovery
0.1 µg mL-1 ±SD
Recovery
0.3 µg mL-1 ±SD
89.2 11.3 94.1 8.6
4. Conclusions
The determination of formaldehyde in workplaces
is a concern of scientific community from years.
Since this compound is generally present in traces
in indoor air, sensitive analytical methodologies
are necessary to detect it. Based on this
consideration, a new protocol is set up to lower the
limit of detection, and analyse the presence of
formaldehyde in a faster, easier and more sensitive
way. However, this is a preliminary study for the
setting up of the methodology.
All the experimental tests were carried out only on
laboratory indoor air, but further tests will be
performed on real samples to analysed the presence
of formaldehyde in air samples of workplaces.
References
1. W. Rosenberg, B. Beckmann, R. Wrbitzk; Journal of Chromatography B, 1019 (2016), pp.117-127.
2. D. Bourdin, V. Desauziers; Analytical and Bioanalytical Chemistry, 406 (2014) pp. 317-328
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Unravelling the proteomic content and spatial distribution of amyloid causative
proteins in renal biopsies using MALDI-MSI
G. Bindi1, A. Smith1, F. Pagni2, F. Magni1, V. L’Imperio2
1 Clinical Proteomics and Metabolomics Unit, Department of Medicine and Surgery, University of Milano-Bicocca 2 Department of Medicine and Surgery, Pathology, University of Milano-Bicocca, San
Gerardo Hospital, Italy
Summary: This study concerns the feasibility of MALDI-Mass Spectrometry Imaging to detect the spatial
distribution of amyloid precursor proteins within formalin fixed paraffin embedded renal biopsies amyloidosis.
Keywords: Renal Amyloidosis, Mass Spectrometry Imaging, Spatial Proteomics
1. Introduction
Renal amyloidosis is a group of diseases
characterised by an abnormal extracellular
deposition of amyloid fibrils, composed of a
variety of misfolded proteins depending on the
classification of the disease. At the present time,
the diagnostic gold standard for amyloidosis is
Congo Red staining combined with polarisation
microscopy, although it remains insufficient for
confirming the amyloid nature of protein
aggregates [1]. Matrix Assisted Laser Desorption
Ionization - Mass Spectrometry Imaging (MALDI-
MSI) is a mass spectrometry-based technique used
to visualise the spatial distribution of compounds
within tissue sections. In this study, we assess the
feasibility of MALDI-MSI as a tool to detect a
characteristic proteomic signature for secondary
amyloidosis (AA), light chain amyloidosis (AL)
lambda, and AL kappa and rare non-AL non-AA
amyloidosis in formalin-fixed paraffin-embedded
(FFPE) renal biopsies.
2. Experimental design FFPE renal biopsies of patients diagnosed with
amyloidosis AA, AL lambda and AL kappa, and
non-AL non-AA, as well as a healthy control and
undiagnosed renal biopsies, were sectioned and
mounted onto conductive indium tin oxide (ITO)
glass slides. The day of the analysis, slides were
deparaffinized and rehydrated by performing
consecutive washes with toluene (3×5 min), 100%
ethanol (2×5 min), 70% ethanol (1×3 min) and
HPLC grade H20 (2x2 min). Antigen retrieval was
performed in a bath of 10 mM citric acid buffer at
97°C for 45 min before hydrating the tissue by
washing in HPLC grade H2O (1x2 min) prior to
trypsin application (100ng/µl) using an
iMatrixSpray sprayer. α-CHCAmatrix (10mg/ml
HCCA, 70%ACN, 1%TFA) was deposited onto
sections using a HTX TM-Sprayer. Mass spectra
were acquired in positive-ion mode within the m/z
700 to 2000 range, using a rapifleX MALDI
Tissuetyper™ mass spectrometer (Bruker
Daltonics, Bremen, Germany). MALDI-MS
images were acquired with a beam scan setting of
6 µm and a raster sampling of 10 μm in both x and y dimensions.
Data processing was carried out using SCiLS Lab
software for the analysis of tryptic peptides whose
mass was derived from in silico digestion
(PeptideMass, www.expasy.org) of proteins of
interest, including amyloid precursor proteins.
3. Results In this study we explored several amyloidosis
cases including four classes of amyloid, searching
for amyloid precursor proteins in situ. For all
tryptic peptides, ions were considered absent
when the absolute intensity (A.I.) of peaks in the
mean spectrum was lower than 1 A.I. Figure 1
shows an example of distribution of amyloid
precursor Immunoglobulin Lambda Variable 2-
11 (IGLV2- 11, m/z 968.51) within an AL lambda
renal biopsy, where the higher intensity within the
glomeruli region suggests that MALDI-MSI is
feasible for the detection of amyloid aggregates
with a high specificity and coherent spatial
distribution. For each class of amyloidosis, a
panel of in silico digested proteins was considered
to characterise the targeted proteomic content.
Additionally, we considered amyloid cases whose
diagnosis was challenging and were able to assign
these to one of the amyloidosis classes based on the
panel of target proteins detected. For instance, in
Figure 2 we show the distribution of amyloidosis
AA precursor protein, SAA1 (m/z 894.44), in the
biopsy of an undiagnosed class of amyloidosis
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Figure 1. Spatial distribution of IGLV2-11
(m/z 968.51) in a AL lambda amyloidosis
renal biopsy: a) Congo Red stained image; b)
MALDI-MS image; c) Overlay
.
Figure 2. Spatial distribution of SAA1 (m/z
894.44) in an undiagnosed amyloidosis
renal biopsy: a) Congo Red stained image;
b) MALDI-MS image; c) Overlay
4. Conclusions This study highlights the possibility to unravel the
proteomic content of renal biopsies, taken from
patients diagnosed with various classes of
amyloidosis, in its native spatial context and detect
characteristic amyloid precursor proteins. MALDI-
MSI was found to be capable of detecting amyloid
causative proteins on tissue with a high spatial
resolution and this is key when considering that
Congo Red, the current diagnostic gold standard, is
unable to detect the type of amyloid aggregates.
The application of this spatial proteomics approach
may enable the detection of renal amyloidosis with
greater specificity
.
References
1. Yakupova, E. I., Bobyleva, L. G., Vikhlyantsev, I. M. et al. (2019). Congo Red and amyloids: history and
relationship. Bioscience Reports (Vol. 39, Issue 1). Portland Press Ltd.
2. Gupta, N., Kaur, H., & Wajid S. (2020) Renal amyloidosis: an update on diagnosis and pathogenesis.
Protoplasma 257:1259–1276
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Suspect screening of Novel Psychoactive Substances using QTrap Technology
G. Di Francesco1, M. Croce1,2, F. Vincenti1, C. Montesano1, M. Sergi3, R. Curini1
1 Department of Chemistry, Sapienza University of Rome, Rome, Italy
2 Department of Public Health and Infectious Disease, Sapienza University of Rome, Rome, Italy 3Department of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, 64100
Teramo, Italy
Summary: Novel psychoactive substances are a group of synthetic substances, for which reference standard
are not available, for this reason the main problem is their identification. Suspect screening, for which
standards are not required, is a promising approach since the only information needed is about the
structural information findable in literature.
Keywords: Suspect Screening, Novel Psychoactive Substances, Mass Spectrometry
1. Introduction Novel psychoactive substances (NPS) are a wide
group of substances, principally of synthetic
production, characterised by pharmacological and
toxicological properties extremely dangerous for
the users. These substances can be catalogued in
different classes, according to their biological
activities (e.g., hallucinogens, psychostimulants,
sedatives, hypnotics) or to their chemical structures
(e.g., synthetic cannabinoids, synthetic stimulants,
phenethylamines, and synthetic opioids) [1]. These
designer drugs are produced to simulate similar
effects of traditional recreational drugs but with the
possibility to circumvent legislative measures due
to their different chemical structures hindering the
possibility of understanding the real diffusion of
these compounds in national and international
borders [2]. In 2020 an increase of emergency
hospital admissions associated to benzodiazepine’s
consume was registered; during the same years the
notifications of intoxication following the
consumption of cannabis adulterated with synthetic
cannabinoids notably increased [3]. As of
December 2020, more than 1000 NPS have been
reported to the UNODC Early Warning Advisor
(EWA) from 126 countries. The aim of this work
was the creation of a robust and versatile suspect
screening method for traditional drugs and NPS
detection, starting from a target method based on
97 standard substances.
2. Materials and methods
The target analytes selected in this study belonged
to different classes, including synthetic and
cannabinoids (28 drugs), cathinones (8 drugs),
alkaloids (5 drugs), phenethylamines (14 drugs),
arylcyclohexylamines (2 drugs), opioids (6 drugs)
and tryptamine (7 drugs).Initially a target method
was created with these substances; to this aim each
one of the 97 standards was optimized with a single
manual injection using a UHPLC-MS/MS
apparatus that combined an Exion LC AD
chromatographic system with a QTRAP 6500 mass
spectrometer equipped with ESI's Turbo V source.
The best chromatographic separation was obtained
with a Kinetex 2.6 μm F5 100 Å column, 100x2.1
mm, using 75:25 ACN-MeOH + 0.1% formic acid
(phase B) and 5 mM ammonium formate in water
(phase A). The chromatographic gradient
(duration: 15.50 minutes) was selected on the basis
of different experiments, in order to obtain a good
separation of the different analytes. For what
concerns the MS detection, scheduled advanced
MRM (AsMRM) algorithm and polarity switching
were used. Specific parameters (e.g. Trigger
Threshold, Dwell Weight) were inserted to obtain
a better investigation of all the MRM transitions. A
suspect screening method was then created by
using the same chromatographic conditions and
adding new MRM transitions of common NPS for
whom standards were not available. Q1 and Q3
values were obtained from HighResNPS database
[4], while the other MS parameters were achieved
by analogy with drugs belonging to the same
chemical class. Retention time was predicted by
using a Quantitative Structure Retention
(Chromatographic) Relationship (QSRR)
specifically developed for the purpose. IDA
(Information Dependent Acquisition) acquisition
mode that coupled an EPI (Enhanced Product Ion)
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acquisition to an AsMRM as survey scan was used as
acquisition mode. Finally, the performance of the
developed suspect screening method was evaluated
with a standard mixture containing 21 NPS, that were
not included among the 97 initial drugs and with real
samples arising from seizures.
3. Results and discussion In this study a new method for target and suspect
screening of known illicit drugs and NPS was
developed. Initially a target method was created for
97 selected drugs, this first step was crucial to
establish the chromatographic conditions and to set
the AsMRM conditions. The method created
included in a single AsMRM run two transitions for
every analytes as well as deuterated internal standard.
Reached this point, the target method was used as the
basis for the creation of the suspect screening
method. This was accomplished by adding new
MRM transitions, based on existing databases and
literature data. To include these new transitions in the
AsMRM method, retention times (Rt) were predicted
by using a specific QRSS method engineered on the
97 standard substances. The approached used in the
prediction model is linear multiple regression (MLR),
which is based on the calculation of a set of molecular
descriptors correlated with rT; they are then
normalised, correlated and the best used in the
calculation of the prediction equation.
Limits of detection were calculated by analysing
standard solutions at decreasing concentrations and
range between 0.007 ng/mL for 25-C-NBOMe and
0.4 ng/mL for morphine, making the method suitable
for toxicological screening and quantification in
biological matrices with dilute and shoot approaches.
Oral fluid (OF) was considered for testing purposes,
excellent results in term of accuracy, precision and
matrix effect were obtained. For suspect screening, a
sMRM-IDA-EPI method was developed; this
approach allowed to combine quadrupole and ion trap
functions, allowing simultaneously detection of a
compound by MRM transitions and identification on
the basis of automatically acquired MS/MS ion
spectra recorded at a fixed area threshold setting.
Screening capabilities are then improved and putative
identification of drugs by library matching may be
possible even if standards are not available. As a
proof of concept, the performance of the suspect
method was evaluated by analysing a mixture
containing 21 reference standards not included in the
initial dataset; 19 out of 21 analytes were correctly
detected. Predicted Rt were generally in accordance
with experimental Rt, with an average shift of about
13%. Finally, the suspect screening method was
applied to four seizures. MXPR and 3-MMC were
identified in these samples, showing that this
approach is able to detect NPS even in real samples
4. Conclusion and future prospective Suspect screening was made possible thanks to the
possibility of combining the AsMRM with IDA/EPI
scan, which provided the fragmentation spectra. The
greatest issue in creating a suspect screening model
was trying to optimise all the parameters present in
the target method to extend to real samples. In this
way, libraries of illicit substances (especially NPS)
are enriched. New transitions can be added to the
method based on new NPS identified on the market.
References
1. King LA and Kicman AT Drug Test. Anal. 3, 401–403 (2011)
2. Salomone et al. Ital J Add 4-1,85-91 (2014)
3. https://www.emcdda.europa.eu/edr2021_en
4. https://highresnps.forensic.ku.dk/
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Untargeted UHPLC-HRMS approach for the identification of rotten defect
markers in hazelnuts
F. Spataro1, F. Rosso2, G. Genova2, A. Caligiani1
1 Dipartimento di Scienze degli Alimenti e del Farmaco, Università degli Studi di Parma,
Parco Area delle Scienze 27/A, 43124 Parma, Italy 2 SOREMARTEC ITALIA S.r.l., Piazzale Ferrero 1, 12051, Alba, Cuneo, Italy
Summary: The rotten defect is one of the main defects of the hazelnut during the harvest and post-harvest
phases. The aim of this study is to identify the main common markers between different origins of commercial
hazelnuts. Approximately 30 potential markers were highlighted following an untargeted approach using
UHPLC-HRMS.
Keywords: Rotten, Hazelnuts, Untargeted UHPLC-HRMS.
1. Introduction The rotten defect is the strongest sensory off-note
of hazelnuts, which every year threatens their
availability and marketability, inducing yield
losses as a consequence of non-compliance with
the quality standards required for their industrial
use [1][2]. The term "rotten hazelnuts" refers to
hazelnuts with necrotic spots and / or internal
browning, which at worst give a black nut. The
incidence of the rotten defect on harvested
hazelnuts generally ranges between 1% and 15%,
but even a small presence of damaged fruit could
be negative for the organoleptic properties [2][3].
A study conducted by Battilani et al. (2018) [1]
identified the genus Diaporthe as the main one in
the rotten hazelnuts in the Caucasian region, as well
as other fungal species (such as Alternaria spp.,
Cladosporium spp., Fusarium spp., And
Colletotrichum spp.). Another common defect of
hazelnuts, sometimes related to rotten, is the
“cimiciato” due to a bug attack [4].
Therefore, the aim of this study is to determine the
main compounds responsible for the rotten defect
in different cultivars and hazelnut origins through
an untargeted approach using UHPLC-HRMS in
order to subsequently be able to develop a valid
instrumental method for the detection and
quantification of defect.
2. Experimental The UHPLC-HRMS system used for the study
consists of a UHPLC UltiMate 3000
(ThermoFisher, USA) equipped with a C-18 Luna
Omega Polar 1.6 µm column (Phenomenex, USA)
and an Orbitrap Q-Exactive Focus (ThermoFisher,
USA) with H-ESI ion source (positive ionization
for this study). Hazelnuts from 3 different
geographical areas were used for experimentation,
divided as follows: Piedmont (Italy), Ordu (Turkey)
and Akcackoca (Turkey). Hazelnuts from Piedmont
are the only mono-cultivars, specifically “Tonda
Gentile Trilobata”, while Turkish hazelnuts are a
blend of different cultivars of those areas.
Each hazelnut origin is divided into 5 subgroups of
visual defects: control, weak rotten, strong rotten,
rotten with “cimiciato” defect and rotten with
mold. From each subgroup hydroalcoholic
solutions were prepared containing gradual
percentages of rotten hazelnuts. Solutions
containing 100%, 10%, 4% and 2% of hazelnuts
were prepared.
Compound Discoverer 3.3 (ThermoFisher, USA)
and SIMCA 17 (Sartorius, Germany) software
were respectively used for the identification and
characterization of potential markers and for the
multivariate analysis, such as PCA and OPLS-DA
techniques. Before processing in SIMCA 17 the
.raw files were processed with XCMS software
(XCMS, USA) [5].
3. Results Using Compound Discoverer 3.3, a discriminant
analysis was performed between control samples
and rotten samples on one cultivar at a time (Figure
1), considering each subgroup and setting the
following parameters: p-value <0.05,
Log2FoldChange > 4 and Retention Time (RT)
<24 min.
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Fig. 1 Volcano Plot of discriminant analysis for 10% rotten samples vs. control samples in Piedmont “Tonda Gentile
Trilobata” (p-value <0.05, Log2FoldChange >4 and RT < 24’).
The results were crossed between the 3 origins
and about 30 potential common markers related
to the rotten defect were identified in both 10 and
2% rotten sample solutions.
Furthermore, as reported in Figure 2, through
OPLS-DA (Orthogonal Partial Squares
Discriminant Analysis) an observed vs. predicted
model was obtained (internal validation through
Permutation Plot), which shows how even at low
concentrations of rotten, 2 and 4%, the main
variables (VIP>1, Variable Influence in
Projection) can be discriminated between one
level of rotten and another, thus indicating the
potential for quantitative analysis.
Fig. 2 OPLS-DA: observed vs predicted (VIP>1) for control, 2 and 4% rotten samples (Piedmont, Ordu and Akcackoca).
4. Partial conclusions and next aims The first studies conducted have encouraged the
good potential of the UHPLC-HRMS system,
both the discriminating analysis of control
samples vs. rotten samples and the multivariate
analysis have shown that some compounds can be
potential markers of the rotten defect. Being a
multi-component food matrix, identifying a group
of "only" 30 compounds is a good starting
point for all further evaluations. The formulas
and molecular structures when proposed
seemed congruent to the literature [6] and
therefore it will be interesting to investigate the
assignment of molecular structures for the
selected compounds. For this purpose, the MS-
MS fragmentation will allow to improve the
interpretation of the spectra and can also
represent an important tool in the screening and
selection process of a few units of markers.
References
1. Battilani, P., Chiusa, G., Arciuolo, R., Somenzi, M., Fontana, M., Castello, G., & Spigolon, N. (2018). Diaporthe as the main
cause of hazelnut defects in the Caucasus region. Phytopathologia Mediterranea, 57(2), 320-333.
2. Arciuolo, R., Santos, C., Soares, C., Castello, G., Spigolon, N., Chiusa, G., ... & Battilani, P. (2020). Molecular characterization
of Diaporthe species associated with hazelnut defects. Frontiers in plant science, 1956.
3. Valeriano, T., Fischer, K., Ginaldi, F., Giustarini, L., Castello, G., & Bregaglio, S. (2022). Rotten Hazelnuts Prediction via
Simulation Modeling-A Case Study on the Turkish Hazelnut Sector. Frontiers in Plant Science, 13, 766493-766493.
4. Singldinger, B., Dunkel, A., & Hofmann, T. (2017). The cyclic diarylheptanoid asadanin as the main contributor to the bitter off-
taste in hazelnuts (Corylus avellana L.). Journal of Agricultural and Food Chemistry, 65(8), 1677-1683.
5. Tautenhahn, R., Patti, G. J., Rinehart, D., & Siuzdak, G. (2012). XCMS Online: a web- based platform to process untargeted
metabolomic data. Analytical chemistry, 84(11), 5035-5039.
6. Chepkirui, C., & Stadler, M. (2017). The genus Diaporthe: a rich source of diverse and bioactive metabolites. Mycological.
Rotten 4%
Rotten 2%
Control
Piedmont Ordu Akcackoca
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Phytochemical investigation and biological activity of Bakhtiari savory (Satureja
bachtiarica Bunge.) leaves.
M. R. Samani1,2, G. D’Urso1, M. Masullo1, S. Piacente1
1 Department of Pharmacy, University of Salerno, Via Giovanni Paolo II, 84084, Fisciano, SA, Italy. 2 Ph.D. Program in Drug Discovery and Development, Department of Pharmacy, University of Salerno.
Summary: Satureja bachtiarica (Lamiaceae) is an Iranian endemic plant, used as traditional medicinal
herb and spice. In this study, the definition of the chemical profile of S. bachtiarica was performed by LC-
ESI/LTQOrbitrap/MS/MSn and NMR analysis. Moreover, the evaluation of the antioxidant activity of the
extract of S. bachtiarica was carried out.
Keywords: Satureja bachtiarica, LC-ESI/LTQOrbitrap/MS/MS n, NMR analysis
1. Introduction Bakhtiari savory (Satureja bachtiarica Bunge.), also
known with the Persian name “Marzeh Bakhtiari”,
is a medicinal and culinary herb belonging to the
Lamiaceae family (Figure 1), widely distributed in
southwestern Iran. Even if S. bachtiarica is reported
to possess many biological and pharmacological
activities including antioxidant, antimicrobial, anti-
inflammatory, analgesic, antiseptic, antiviral, and
anti-nociceptive activities [1,2], little is known about
its chemical composition. For this reason, in the
present study, a phytochemical investigation of this
species was carried out.
2. Experimental The air-dried leaves of Satureja bachtiarica Bunge
were extracted by maceration at room temperature
using EtOH-H2O 7:3 v/v. The obtained extract was
subjected to n-butanol /water partition to remove
free sugars. In order to have a preliminary metabolite
profiling of S. bachtiarica, the butanol extract was
chromatographically separated on a Luna C18 5 μm
(150x2.1mmm) (Phenomenex Aschaffenburg,
Germany) column. The analyses were performed in
negative ion mode by using a Linear Ion Trap-
Orbitrap hybrid mass spectrometer (LTQ-Orbitrap
XL, Thermo Fisher Scientific, Bremen, Germany)
with electrospray ionization. The structural
determination of compounds has
been performed by integrated data from 1D and 2D-
NMR experiments and HRMSn analysis. Different
classes of natural compounds have been identified.
3. Results The LC-MS profile of butanol extract of S.
bachtiarica whole plant guided the isolation of
several compounds reported in Figure 2, whose
structures were unambiguously elucidated by NMR
analysis. In this way specialized metabolites of
different classes were identified, mainly belonging
to monoterpenes (1, 5), flavonoids (3,9-16, 18-20,
25-26, 28-29, 31-33 and 37-42), organic acids (4, 7),
indoles (6), phenylpropanoids (22 and 35-36),
phenolics (8, 23), lignan (27), coumarin (30), fatty
acid (34), and biphenyls (43-45). Moreover, the total
flavonoids content and the antioxidant activity of S.
bachtiarica hydroalcoholic extract have been
evaluated by using the allumine chloride
colorimetric assay and DPPH assay, respectively. S.
bachtiarica extract showed an interesting
antioxidant activity. The DPPH assay, revealed that
the antiradical activity of the extract was 85.31
μg/mL, using ascorbic acid as a reference compound
(1.35 μg/mL). This result is in agreement with the
high content of flavonoids (162.33μg/g of plant
extract), expressed in rutin equivalents.
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Fig.1. Satureja bachtiarica Bunge
Fig. 2. LC-MS profile in negative ion mode of S. bachtiarica hydroalcoholic extract.
4. Conclusions This is the first chemical investigation of S.
bachtiarica by an advanced technique like HR-
LC-ESI-Orbitrap- MS along with NMR
spectroscopy that provides an unambiguous
structural elucidation of compounds. The present
study highlights the extract of S. bachtiarica as a
source of phenolic compounds with antioxidant
activity. The obtained results provide evidences
for further investigation to promote the use of
plant extract of
S. bachtiarica for pharmaceutical purposes.
References 1. S. M. Memarzadeh, A. Gholami, A. G. Pirbalouti, S. Masoum; Industrial Crops and Products, 154 (2020), pp
112719. 2. M. Rahimmalek, M. Afshari, D. Sarfaraz, M. Miroliaei; Industrial Crops and Products, 154 (2020), pp 112640.
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Target Discovery of the triterpenoid Myrianthic Acid through a Combined
Approach
A. Capuano1, E. Gazzillo1, G. D’Urso1, V. Samukha2, M. G. Chini2, M. V. D’Auria3,
G. Bifulco1, A. Casapullo1
1Dipartimento di Farmacia, Università degli Studi di Salerno, via G. Paolo II 132, 84084, Fisciano, Italia
2Dipartimento di Bioscienze e Territorio, Università degli Studi del Molise, Via F. De Sanctis 1, Campobasso, Italia 3Dipartimento di Farmacia, Università degli Studi di Napoli “Federico II”, via D. Montesano 49, 80131 Napoli, Italia
Summary: A Chemical proteomic approach based on limited proteolysis and Mass Spectrometry was combined
with in silico studies for the study of the interactome of a natural triterpenoid compound named Myrianthic
acid.
Keywords: Limited proteolysis, Mass Spectrometry, Myrianthic Acid.
1 . Introduction Natural products (NPs) represent a successful
source of potential drugs thanks to the great
diversity of their structural characteristics.
Identification of the protein target of NPs is
essential for the knowledge of their mechanisms of
action and for the development of new drugs.
Chemical proteomics offers several approaches for
these target identifications; Activity-Based Protein
Profiling (ABPP) and Compound-Centric
Chemical Proteomics (CCCP) are conventional
methods based on the chemical modifications of
the ligand in order to use it as bait and fish its
targets. Unfortunately, the functionalization of the
molecule could alter its bioactivity and, therefore,
preliminary structure-activity relationship studies
(SAR) are necessary which lengthen experimental
time. Furthermore, a low chemical reactivity of the
compound could avoid its modification.
Label-free proteomic procedures overcome these
limitations, using the native (unmodified)
compound. Drug affinity responsive target
stability (DARTS, see figure)[2] and Limited
Proteolysis coupled to Multiple Reaction
Monitoring-Mass Spectrometry (LiP-MRM-
MS)[3] permit study of a ligand-protein target
complex directly in a complex protein mixture
(such as a crude cell lysate), using limited
proteolysis in native conditions. The ligand binding
stabilizes the target protein structure, which is less
sensitive to proteases, and the decreased
proteolysis can be detected by 1D-SDS- PAGE.
Combination of DARTS with LiP-MRM- MS
allows identification of the protein targets and
definition of the protein(s) region(s) interested in
the binding with a small molecule.
Fig.1 DARTS Workflow.
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2. Results and Conclusion A combined approach has been applied to the
study of the interactome of Myrianthic Acid
(MA, see figure) [4], a natural triterpenoid
with an interesting bioactive profile. DARTS
led to the identification of the Fatty Acid
Synthase (FAS) as the best MA partner, while
LiP-MRM-MS gave insights on some peptide
fragments located in different domains of the
enzyme, probably involved in the binding.
Molecular docking analysis was also
performed to confirm DARTS and LiP-MRM-
MS data.
Fig.2. Myrianthic Acid
.
3. Experimental
Both in DARTS and LiP-MS experiments
Myrianthic Acid was incubated with cell lysate
and then a limited proteolysis was performed
on proteins. The Mass Spectrometric analysis
was performed according to bottom-up
approach; thus, proteins were also digested
with trypsin. For DARTS experiment the
analysis was performed on the Q-Exactive
Hybrid Quadrupole-Orbitrap Mass
Spectrometer (ThermoFisher Scientific,
Bremen), while the LiP-MS experiment was
analysed trough Q-Trap 6500 (ABsciex).
References 1. X. Chen, et al. Signal Transduction and Targeted Therapy,2020,5,1 13.
2. B. Lomenick, et al. PNAS, 2009, 106, 21984–21989.
3. Y. Feng, et al. Nat. Biotecnology, 2014, 32, 1036-1044.
4. C. Festa, et al. Phytochemistry Letters, 2015, 13, 324- 329
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Development of a LC-MS/MS method for the quantification of multiple
vitamin D metabolites
G. Troiano1,2, C. LeGoff1, S. Peeters1, P. Montoro2, E. Cavalier1
1Department of Pharmacy, University of the Study of Salerno, via Giovanni Paolo II, 132, I-84084 Fisciano,
SA, Italy 2 Hospital Center Universitarie de Liege (CHU de Liege), Université de Liège, Belgique
Summary: The aim of the project was developing an analytical method to separate and measure
multiple vitamin D metabolites paying particular attention on 1,25-Dihydroxyvitamin D. Generally,
25-Hydroxyvitamin D is the preferred marker of vitamin D status, but 1,25-Dihydroxyvitamin D is
an important analyte in specific clinical situations.
Keywords:1,25-Dihydroxyvitamin, ultra-performance liquid chromatography, tandem mass
spectrometry.
1. Introduction Over the past decades, several skeletal and non-
skeletal diseases have been related to low levels
of circulating vitamin D. Indeed, it appears that
vitamin D plays a role in the pathogenesis of
auto-immune and cardiovascular diseases,
cancer, and diabetes as much as it is involved in
bone health.
Generally, 25-hydroxyvitamin D is the
preferred marker of vitamin D status, but it
seems clear that 1,25-dihydroxyvitamin D
(calcitriol), the active form of vitamin D, is an
important analyte in specific clinical situations.
Hence the need to separate and quantify
calcitriol.
Though, the accurate measurement of 1,25-
dihydroxyvitamin D results to be a challenge
due to its highly lipophilic nature and the
picomolar circulating concentrations. Besides,
it must be distinguished from 25-
hydroxyvitamin D, which circulates at 1000-
fold higher concentration, and from the vitamin
D metabolites coming from alternative
pathways, which are very similar structurally
and may represent isobars in chromato-graphic
resolution.
2. Experimental Synthetic standards of vitamin D metabolites
{25-hydroxyvitamin D3 -[25-OH D3], 3-epi-25-
hydro-xyvitamin D3 [3-epi-25-OH D3], 25-
hydroxyvita-min D2 [25-OH D2], 24,25-
dihydroxyvitamin D3 [24,25-(OH)2 D3], 23,25-
dihydroxyvitamin D3 [23,25-(OH)2 D3], and
1,25-dihydroxyvitamin D3 [1a,25-(OH)2 D3] }
were derivatized with the rea-gent DMEQ-TAD
{4-[2-(6,7-dimethoxy-4-methyl -3,4-
dihydroquinoxalinyl)ethyl]-1,2,4-triazoline-
3,5-dione} to improve the ionization efficiency
relative to native metabolite.[1]
Chromatographic separations were achieved
using CORTECS-C18+ UPLC column (1,6 mm,
2.1x100 mm) and a water/methanol-based
gradient solvent system. The mobile phase A
was water, and the mobile phase B was
methanol, both supplemented with 2 nM of
ammonium acetate and 0.1% formic acid. The
initial conditions were 50:50 (v/v) mobile phase
A:mobile phase B at flow rate of 0,350 mL/min.
Mobile phase B was increased up to 67% over
11 minutes using linear gradient (curve 6), after
that the mobile phase B was stabilized on 67%
up to 20 minutes as an isocratic, before
returning to starting conditions for 5 minutes,
for a total run of 25 minutes. An extended
chromatography was involved to better resolve
of all the metabolites.[1]
The spectrometric analysis was performed by
using tandem mass spectrometry (MS/MS) and
the mass spectrometer was set on ESI positive
ionization mode. The conditions were the
capillary voltage at 1,10 kV, the desolvation
temperature at 650°C, the desolvation gas at
1000 L/h and the cone gas at 150 L/h. The
acquisition mode used to record the transitions
was the multiple reaction monitoring [MRM].
The analysis was performed by using Acquity
UPLC connected in-line with a Xevo TQ-S
mass spectrometer, products by Waters
Corporation.
The same method was tested on 200 l of serum
samples: protein precipitation was carried out
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using zinc sulfate and methanol and the organic
extract-ion was achieved by solid phase
extraction [SPE]. The recovered vitamin D
metabolites were deri-vatized with DMEQ-
TAD and dried under a stream of prepurified N2
at 35°C. The extract was redis-solved in
methanol/water UPLC mobile phase.
3. Results The DMEQ-TAD adducts were
chromatographi-cally resolved as showed in the
table 1.
DMEQ-TAD adducts consisted of 6R and 6S
iso-mers and their chromatographic bands were
eluted as two peaks with the difference of 1 or 2
seconds. The more abundant 6S isomer,
correspondent to the more intense peak, was
used for quantification.
The major characteristic ions, as parent ions, for
derivatized metabolites were their molecular
ions [M+H]+ as shown in table 1. For what
concerns the daughter ions, the mass/charge
(m/z) ratio of 468 was chosen as the fragment
ion because of greater specificity and lower
background as compared with the fragment at
mass/charge (m/z) ratio of 247. Only for the
fragment ion coming from 1,25-(OH)2 D3 was
selected a very specific fragment at the
mass/charge (m/z) ratio of 484.
The results of the analysis carried out on the
deriva-tized synthetic standard of 1,25-
dihydroxyvita-min D revealed a limit of
detection of 10 pg/ml, a concentration lower
than the physiological values. However, the
same performance was not achieved on samples
from sera test due to the matrix effect and the
possible ionization suppression.
4. Conclusions The analytical method developed showed a
good resolution for all the metabolites tested.
The calci-triol peak is separated from the
potential interfe-rences constituted by the
catabolic metabolites with similar structures
and by 25-hydroxyvitamin D which in turn is
separated from its epimer in C3.
It remains to optimize the preparation of the
serum samples in order to clean-up and remove
common matrix effect interferences such as
salts, proteins and phospholipids, with the
perspective to apply the method on sera test and
obtain a better performance.
Fig. 8. MRM of 1a,25-Dihydroxyvitamin D in 10 pg/ml concentration.
Table 4. RT and transitions for vitamin D metabolites
Compound Retention Time (min) MRM (m/z)
24,25-(OH)2 D3 9,13 - 11,22 762,40 > 468,17 - 762,40 > 247,09
23,25-(OH)2 D3
1,25-(OH)2 D3
10,76 - 12,45
11,80 - 12,87
762,47 > 468,11 - 762,47 > 247,09
762,47 > 484,10 - 762,47 > 247,09
25-OH D3
3-epi-25-OH D3
25-OH D2
15,21 - 17,45
15,45 - 17,23
16,11 - 19,00
746,44 > 468,12 - 746,44 > 247,03
746,44 > 468,12 - 746,44 > 247,03
758,47 > 468,12 - 758,47 > 247,04
References
1. Kaufmann, M. et al. Journal of Clinical Endocrinology and Metabolism 99, 2567–2574 (2014);
2. Kaufmann, M. et al. Journal of Bone and Mineral Research 32, 1589–1596 (2017).
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Summary ORAL PRESENTATIONS.........................................................................................................8
Applicazioni della spettrometria di massa per lo studio ed il controllo dei materiali
polimerici ……………………………………………………………………………………...8
PL1 Soft MS of synthetic polymers: a focus on bioplastics characterization…………....9
KN1 High resolution-mass spectrometry for safety assessment of food packaging
materials……………………………………………………………………………10
OR1 TGA-GC-MS and MALDI-TOF mass spectrometry: two promising tools for the
characterization of ultrathin polymer films…………………………………..….... 11
OR2 Optimization of polymer processing for the reduction of volatile organic compounds
(VOCs)……………………………...………………………………………….......13
La spettrometria di massa per lo studio di sostanze naturali …………………………….....14
PL2 Lipidomic analysis in food: The role of a detailed elucidation of intact lipids in
functional foods for investigating on nutritional aspects……………………….......15
OR3 Metabolomics in the study of Foeniculum vulgare. From the characterization of
bioactive compounds to cell metabolomics studies for the confirmation of their
activities....................................................................................................................16
OR4 Untargeted metabolomics approach to understand grapevine communication
mediated by volatile organic compounds against downy mildew……………...…...18
OR5 The development of a manually curated database of the metabolic proteins of
Triticum aestivum (TriMet_DB)…………………... …………...............................20
OR6 LC-MS for the Analysis of Psychoactive Substances in Archaeological Finds.........22
OR7 Determination of Carbazole Alkaloids in Murraya Koenigii leaves by means LC-
MRM/PI/IDA/EPI analysis …………………………………………......................24
OR8 Comprehensive two-dimensional liquid chromatography coupled to mass
spectrometry detection for characterization of bioactive compounds in food and
natural products.........................................................................................................26
OR9 Quantification of glyphosate in milled and brown rice in LC-ICP-MS/MS….……27
OR10 Raw materials in food manufacturing: a complexity ascertained by high-resolution
mass spectrometry…………………………..……………………………………...29
OR11 Use of native-mass spectrometry to elucidate the oligomeric state and substrate-
binding affinity of FrlB, a bacterial deglycase...........................................................31
OR12 Assaying vegetable specimens by FT-ICR mass spectrometry, an election technique
in metabolomic studies………………………………………..................................33
La spettrometria di massa nelle Scienze della vita…………………….……………..………....35
PL3 Metabolomics, analytical tools for the systems-level analysis of metabolism….......36
OR13 Proteomic profile of extracellular vesicles secreted by astrocytes using high
resolution mass spectrometry………………………………………………………37
OR14 Liquid Chromatography-High Resolution Mass Spectrometry (LC-HRMS) Profiling
of Commercial Enocianina and Evaluation of Their Antioxidant and Anti-
Inflammatory Activity.……………………………………... …..…………………39
OR15 Emerging per- and polyfluoroalkylated substances (PFASs) in wild boar liver........41
OR16 Plasma proteome investigation of COVID-19 patients with different outcomes
through an untargeted label-free LC-MS/MS approach…………………………... 43
OR17 A novel Spatial Multi-omics mass spectrometry imaging workflow to assist clinical
investigations…………………………………………………................................45
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20-22 giugno 2022 – Carlentini (SR)
OR18 The detection of new products by HPLC-HRMS validates a novel stoichio- kinetic
model for the reaction between the 2,2-diphenyl-1-picrylhydrazyl radical (DPPH•)
and common antioxidants…………………………………………………….……46
OR19 MS-based approaches in drug development: elucidation of RNA-ligand-protein
interactions for the investigation of bis-3-chloropiperidines targeting TAR……….47
OR20 Discovery and characterization of a novel lipid class via LC-ESI-MS & MSn analysis:
the case of Acyl-Glucuronosylglycerols………………….………………………..49
OR21 Quali-quantitative determination of toxic carbonyl compounds in the emissions of
both heated tobacco products (HTP) and conventional cigarettes……..…………...53
50 anni della DSM……………………………………………………………………………..55
PL4 The first 50 years of GSM – DSM…………………….……………..............................56
KN2 Mass Spectrometry in Sicily: a Historical Overview…………................................ 58
Validazione, qualità del dato e miscellanea …..……………………...………………..........61
PL5 Current state and future perspectives on validation of Mass Spectrometry
Methods……………………………………………………………………………62
OR22 Development and validation of a rapid and simple analytical method for the
simultaneous analysis of pyrrolizidine alkaloids and related N-oxides in beehive
products by salting out assisted liquid liquid combined with liquid chromatography-
tandem mass spectrometry…………………………………………………….…...63
OR23 Perfluoroalkyl and polyfluoroalkyl substances (PFASs) in honey by LC-Q- Orbitrap:
method development and validation………………………………..……………...65
OR24 Material screening of electronic devices by ICP-MS and HR-ICP-MS: towards a low
background for astroparticle physics experiments…………………………………67
OR25 Different applications of the Liquid Chromatography coupled to Isotope Ratio Mass
Spectrometry (LC-IRMS) ……………………………………………………........69
OR26 Validation of analytical method for the determination of cortisol in hair by UHPLC-
MS/MS……………………………….....................................................................71
OR27 Fast and sensitive high-throughput antineoplastic drugs surface contamination
monitoring by ultra-high performance liquid chromatography coupled with tandem
mass spectrometry……………………………………………………..…………...73
OR28 Rapid analysis and interpretation of metabolomics SWATH acquisition……...…...75
POSTER PRESENTATIONS..................................................................................................76
PO1 A general analytical platform and strategy for the screening and determination of
pyrrolizidine alkaloids in food matrices with high risk of contamination using high-
resolution mass spectrometry (Q-Orbitrap)……………………………………...…77
PO2 Determination of sugars in olive leaves in response to water deficit……………......79
PO3 Development of mass spectrometric methodologies for the quality assessment of
bergamot-based food products in the framework of the activities of the QUASIORA
laboratory..................................................................................................................81
PO4 Identification of sinapoylquinic acids in coffee by “surrogate standards”
fingerprinting: a win-win strategy……….................................................................83
PO5 Stable isotope analysis to detect differences in four compartments of Simmental cull
cows fed on C3 and C4 diets……………………………..………........................... 85
PO6 LC-MS/MS characterization of phenolic compounds in olive oils obtained with
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different extraction techniques……………………………………………............. 87
PO7 Tuna Fish wastes valorisation: green production and triacyclglycerols
characterization of Tuna fish oils by HPLC/HRMS and GC/MS………………..... 89
PO8 Are you wake yet? Mapping the spatial metabolome of coffee beans with MS-
imaging……………………………………............................................................ 91
PO9 Risk in glyphosate residue quantification in cereal products:
the 2-amino-3-phosphopropionic acid case study…………………………….........93
PO10 Untargeted screening of perfluoroalkyl and polyfluoroalkyl substances (PFASs) in
air of Italian e-waste recycling facilities....................................................................95
PO11 Presence of novel perfluoro-polyether carboxylic acids in poultry eggs...................97
PO12 Combining passive sampling and LC-MS/MS for the study of emerging pollutants in
seawater ...................................................................................................................99
PO13 Fast and Easy Methodology for the Determination of Formaldehyde in Indoor
Working Environments by Derivatization Coupled with GC-MS.......................... 101
PO14 Unravelling the proteomic content and spatial distribution of amyloid causative
proteins in renal biopsies using MALDI-MSI.........................................................103
PO15 Suspect screening of Novel Psychoactive Substances using QTrap Technology... 105
PO16 Untargeted UHPLC-HRMS approach for the identification of rotten defect markers
in hazelnuts………………………………………...……………………………..107
PO17 Phytochemical investigation and biological activity of Bakhtiari savory (Satureja
bachtiarica Bunge.) leaves.....................................................................................109
PO18 Target Discovery of the triterpenoid Myrianthic Acid through a Combined
Approach………………………………………….…………...…………………111
PO19 Development of a LC-MS/MS method for the quantification of multiple vitamin D
metabolites………………………………………………………………………..113
118 MASSA 2022
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Proceedings of the
MASSA 2022
20-22 giugno 2022 – Carlentini (SR)
All the scientific contributions of the symposium are collected in this
international volume with ISBN code
You can cite your work as follow:
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