Ecological Aspects of the Marine Planctomycete Rhodopirellula baltica SH1 T - a Whole Genome Array Approach - by Dipl. Biol. Patricia Wecker A thesis submitted in partial fulfilment of the requirements for the degree of Doctor of Philosophy in Microbiology Approved, Thesis Committee Prof. Dr. Frank Oliver Glöckner (Chair) Prof. Dr. Matthias Ullrich (2 nd Reviewer) Prof. Dr. Rudolph Amann (3 rd Reviewer, External) Prof. Dr. Georgi Muskhelisvili (4 th Reviewer) Date of Defence: May 20, 2009 SCHOOL OF ENGINEERING AND SCIENCE
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Ecological Aspects
of the Marine Planctomycete Rhodopirellula baltica SH1T
- a Whole Genome Array Approach -
by
Dipl. Biol. Patricia Wecker
A thesis submitted in partial fulfilment
of the requirements for the degree of
Doctor of Philosophy in Microbiology
Approved, Thesis Committee
Prof. Dr. Frank Oliver Glöckner (Chair)
Prof. Dr. Matthias Ullrich (2nd Reviewer)
Prof. Dr. Rudolph Amann (3rd Reviewer, External)
Prof. Dr. Georgi Muskhelisvili (4th Reviewer)
Date of Defence: May 20, 2009
SCHOOL OF ENGINEERING AND SCIENCE
2
I looked down. Descent was totally unappetizing……
Too much labour, too many sleepless nights,
and too many dreams had been invested to bring us this far.
We couldn’t come back for another try next weekend.
To go down now, even if we could have,
would be descending to a future marked by one huge question:
what might have been?
Thomas F. Hornbein Everest: The West Ridge
Background
3
4
THESIS ABSTRACT
Since the first microbial genome has been finished in the year 1995 more than 800 sequenced
microorganisms are publicly available and many more are on their way. Sophisticated
bioinformatic (in silico) analysis of the sequence information is required to process this huge
amount of data and to generate sound hypotheses in terms of physiology and ecology of an
organism as well as to efficiently screen for candidate genes for biotechnological relevant
enzymes. Current success to directly obtain sequence information from the environment
without former cultivation (the metagenomic approach) even speeds up the process. The most
prominent in the marine field being the Venter Sargasso Sea expedition in 2004 delivering
more than 1.2 million new genes. The introduction of new sequencing technologies, such as
pyrosequencing will soon enable biologists to perform sequencing on a daily basis.
However, high-throughput lab-methods, implemented by the DNA microarray technology, are
more than ever required for the subsequent verification of initial bioinformatic findings and
hypotheses. Post-genomic approaches like DNA microarrays have revolutionised molecular
biology by enabling a new dimension of parallelism in expression profiling.
Eight years ago, under the light of the up-coming cutting-edge technologies of the genomic
era, the Max Planck Institute for Marine Microbiology in Bremen has initiated a genomics
project for the complete genome sequencing and analysis of environmental relevant marine
bacteria. Rhodopirellula baltica SH 1T was selected as a marine representative of the globally
distributed and environmentally important bacterial phylum Planctomycetales. It is a model
organism for aerobic carbohydrate degradation in marine systems, where polysaccharides
represent the dominant components of biomass.
The complete genome sequence of R. baltica has been determined and functional annotation
was performed. However, pure in silico predictions left about 55% of the genes without
functional assignment. The availability of the whole genome sequence has already stimulated
a set of follow-up studies ranging from proteomics to protein crystallisation as well as
biotechnological applications.
This work presents the establishment of, and the results gained with, the first whole genome
microarray for a Planctomycete. It shows that massive expression profiling under defined
environmental conditions can take the challenge to bridge the gap between classical studies on
the cell biology and physiology of Planctomycetes and their active genetic repertoire.
1.1 MARINE MICROBIAL ECOLOGY AND THE GENOMIC REVOLUTION............................................ 1 1.2 PLANCTOMYCETES......................................................................................................................... 2 1.2.1 RHODOPIRELLULA BALTICA .......................................................................................................... 4 1.3 FURTHER OUTCOME OF THE GENOME ANNOTATION AND ITS LIMITATIONS............................ 9 1.4 GENE EXPRESSION PROFILING BY DNA MICROARRAY ANALYSIS .......................................... 10 1.5 PRINCIPLE OF DNA MICROARRAY ANALYSIS........................................................................... 11 1.6 MICROARRAY DATA ANALYSIS .................................................................................................. 14 1.7 MICROARRAY DATA MANAGEMENT.......................................................................................... 16
2 RESEARCH AIMS....................................................................................................................... 17
2.1 THE RHODOPIRELLULA BALTICA LIFE-CYCLE: GROWTH-DEPENDENT EXPRESSION PROFILING
OF THE COMPLETE GENOME WITH A CDNA-BASED MICROARRAY .................................................. 17 2.2 EXPRESSION PROFILING OF THE SULPHATASES GENES OF THE PLANCTOMYCETE
RHODOPIRELLULA BALTICA GROWN ON DIFFERENT SULPHATED POLYSACCHARIDES .................... 18 2.3 DESIGN OF THE WHOLE GENOME ARRAY OF RHODOPIRELLULA BALTICA .............................. 20
3 RESULTS AND DISCUSSION ................................................................................................... 21
3.1 TRANSCRIPTIONAL RESPONSE OF THE MODEL PLANCTOMYCETE RHODOPIRELLULA BALTICA
SH1T TO CHANGING ENVIRONMENTAL CONDITIONS......................................................................... 23 3.2 THE RHODOPIRELLULA BALTICA LIFE-CYCLE: GROWTH-DEPENDENT EXPRESSION PROFILING
OF THE COMPLETE GENOME WITH MICROARRAYS ........................................................................... 55 3.3 HIGHLY ENANTIOSELECTIVE SEC-ALKYL SULFATASE ACTIVITY OF THE MARINE
PLANCTOMYCETE RHODOPIRELLULA BALTICA SHOWS RETENTION OF CONFIGURATION............... 89 3.4 FOSMIDS OF NOVEL MARINE PLANCTOMYCETES FROM THE NAMIBIAN AND OREGON COAST
UPWELLING SYSTEMS AND THEIR CROSS-COMPARISON WITH PLANCTOMYCETE GENOMES ......... 90
4.1 TRANSCRIPTIONAL RESPONSE OF THE MODEL PLANCTOMYCETE RHODOPIRELLULA BALTICA
SH1T TO CHANGING ENVIRONMENTAL CONDITIONS......................................................................... 92
6
4.2 THE RHODOPIRELLULA BALTICA LIFE-CYCLE: GROWTH-DEPENDENT EXPRESSION PROFILING
OF THE COMPLETE GENOME WITH MICROARRAYS ........................................................................... 93 4.3 HIGHYL ENANTIOSELECTIVE SEC-ALKYL SULFATASE ACTIVITY OF THE MARINE
PLANCTOMYCETE RHODOPIRELLULA BALTICA SHOWS RETENTION OF CONFIGURATION............... 94 4.4 FOSMIDS OF NOVEL MARINE PLANCTOMYCETES FROM THE NAMIBIAN AND OREGON COAST
UPWELLING SYSTEMS AND THEIR CROSS-COMPARISON AND THEIR CROSS-COMPARISON WITH
1.1 Marine microbial ecology and the genomic revolution
Modern marine microbial ecology was born in the 1970`s, when it was shown that bacteria
were very abundant in the oceans and that most marine respiration was in the bacterial size
fractions (Pedros-Alio 2006). Before then microbes were not even considered in the ecology
of the oceans. Today we know that marine microbes are present at billions of cells per litre in
seawater and that they play a key role in ocean ecosystems (DeLong and Karl 2005). It is
therefore of crucial importance to understand microbial roles in oceanic primary production,
the global carbon cycle and functioning of the biosphere.
Microbiologists have been advancing their knowledge over the last 30 years through a
progression of approaches that include taxonomic and physiological studies of cultivatable
isolates, as well as cultivation-independent, rRNA-based phylogenetic survey techniques and
genetic approaches. The invention of genome-based technologies (genomics) in the 1990´s
revolutionised microbial ecology. The technological power of high-throughput sequencing
and functional genomics enabled the study of genetic complexity of organisms at the genome
level, while genetics had before focused on limited numbers of genes and gene products
(Dupont et al. 2007). Microbiologists are now facing a genomic “data flood” with more than
900 completed bacterial or archaeal genome sequences available and over 3000 more in
progress (Thomas et al. 2007).
With this, a new scientific discipline was created in marine microbial ecology, “marine
ecological genomics” that studies the structure and functioning of a genome with the aim to
understand the relationship between the organism and its biotic and abiotic environments.
Approaches include (1) whole genome sequencing of key organisms and (2) genomic analysis
of natural communities to understand how biodiversity supports ecosystem function
(metagenomics). However, even though a given genome represents the blueprint of life for an
organism, there is a need for functional analysis at the transcriptional and proteomic levels in
order to define which of (1) the predicted genes can be expressed in principle, and (2) which
physiological condition(s) induce their expression. In sharp contrast to the numerous
publications of microbial genome sequences, several transcriptome and proteome studies have
been reported so far (Zhou 2003).
Already in the year 2000, the Department of Molecular Ecology at the Max Planck Institute
for Marine Microbiology has initiated a marine environmental genomics project – the real
Background
2
environmental genomics-project (REGX). REGX aims at understanding the adaptations of
marine bacteria to changing environmental conditions. Two sulphate reducing bacteria
(i.e.: Desulfotalea psychrophila and Desulfobacterium autotrophicum) and one Planctomycete
(Rhodopirellula baltica SH1T) were selected for whole genome sequencing, annotation and
functional analysis. The successful sequencing and annotation of the whole genome of the
Planctomycete R. baltica in 2003 (Glöckner et al. 2003) has established the framework for
further functional genomic analysis.
1.2 Planctomycetes
Planctomycetes are a group of budding, peptidoglycan-less bacteria with increasing
significance for microbial evolution, ecology, cell biology and genomics (Fuerst 1995). The
phylum consists of a single family (Planctomycetaceae) with six accepted (Rhodopirellula,
Blastopirellula, Pirellula, Planctomyces, Isosphaera, Gemmata) (Schlesner et al. 2004) and
four candidate genera (Kuenenia, Brocadia, Scalindua, Anammoxoglobus). Latest studies
group Planctomycetes with the PVC super phylum. This monophyletic clade is formed
besides the Planctomycetes by the phyla Chlamydiae, Verrrucomicrobia, Lentisphaerae and
the candidate phyla ‘Poribacter’and OP3 (Wagner and Horn 2006).
Most cultured strains so far have been isolated from terrestrial, freshwater and marine habitats
(Schlesner 1994; Fuerst 1995; Wang et al. 2002). In addition, studies based on cultivation-
independent molecular methods, e.g. Fluorescence in situ Hybridisation (Amann and Ludwig
2000), repeatedly confirmed the occurrence of Planctomycetes in terrestrial and aquatic
habitats (DeLong and Franks 1993; Chatzinotas et al. 1998; Neef et al. 1998; Vergin et al.
1998; Crump et al. 1999) and revealed an even broader distribution of the Planctomycetes in
the environment, e.g. in hot springs (Giovannoni et al. 1987), marine sponges (Fuerst et al.
1998; Fuerst et al. 1999; Pimentel-Elardo et al. 2003) as well as in hepatopancreas of the
crustacean Panaeus monodon (Fuerst et al. 1991; Fuerst et al. 1997). This shows the
successful colonisation of a broad spectrum of ecological niches by members of this phylum.
Further surveys reported the presence of Planctomycetes in marine-snow particles (Rath
1998) as well as in shallow and deep sea sediments of marine systems (Llobet-Brossa et al.
1998; Inagaki et al. 2006; Kirkpatrick et al. 2006; Musat et al. 2006). Morris and coworkers
showed that Planctomycetes appear and disappear with the blooming of diatoms (Morris et al.
2006). They postulate a direct interaction and carbon flow between the algae and
Planctomycetes. In addition, growth studies with R. baltica and other group members revealed
Background
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their nutritional specialisation in aerobic carbohydrate utilisation (Schlesner et al. 2004),
which points an important role in the global carbon cycle (Glöckner et al. 2003).
In terms of cell biology all members of this group share several morphologically unique
properties, such as a peptidoglycan-free proteinaceous cell wall (König et al. 1984; Liesack
et al. 1986), intracellular compartmentalisation (Lindsay et al. 1997; Lindsay et al. 2001) and
a mode of reproduction via budding which results in a cell-cycle that is characterised by
motile and sessile morphotypes and resembles that known from Caulobacter crescentus
(Tekniepe et al. 1981; Fuerst 1995; Glöckner et al. 2003; Jacobs-Wagner 2004).
Glöckner et al. (Glöckner et al. 2003) published the first complete genome sequence of the
marine planctomycete Rhodopirellula baltica SH1T. With that, the “genomic revolution”
reached the Planctomycetes. Several genome projects have been initiated in the last year in
order to get the complete picture of the potential of this phylum. An early draft of the genome
of the freshwater isolate of Gemmata obscuriglobus UQM 2246T (Franzmann and Skerman
1984) from the Institute for Genomic Research (TIGR) project is now available. Draft
sequences of the two marine planctomycetes Blastopirellula marina DSM 3645T (Schlesner
et al. 2004) and Planctomyces maris DSM 8797T (Bauld and Staley 1976) are funded by the
Gordon and Betty Moore foundation on behalf of the Max Planck Institute, Bremen and are
now almost completely annotated (Woebken et al. 2007). Finally, the anammox
planctomycete Candidatus Kuenenia stuttgartiensis was investigated by a metagenomic
project (Strous et al. 2006).
Background
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1.2.1 Rhodopirellula baltica Pirellula sp. strain 1, which now has been validated as "Rhodopirellula baltica
SH1T"(Schlesner et al. 2004), is a marine aerobic, heterotrophic representative of the phylum
Planctomycetes. R. baltica was isolated from the
water column in the Kiel fjord which is part of the
Baltic Sea. The whole genome sequence of
R. baltica has been completed and published
(Glöckner et al. 2003) by the REGX project research
group at the Max Planck Institute for Marine
Microbiology, Germany (www.regx.de). With 7,145
Mb and 7,325 open reading frames, the genome of
R. baltica represented one of the largest bacterial
genomes sequenced at that time. Fig 1 Rhodopirellula baltica EM (Schlesner et al. 2004)
1.2.1.1 Division and cell-cycle
The pear-shaped adult cells of Rhodopirellula baltica are non-motile and display a polar
organisation. From the smaller cell pole a holdfast substance of yet unknown chemical
composition is excreted. It mediates attachment of cells to surfaces or to each other leading to
the formation of rosettes (Fig 2). The broader cell pole is the site of budding. The bud is a
mirror image of the mother cell, except that it is smaller in size and has a single flagellum
inserted in a sub polar position at the proximate pole. At a certain developmental stage the
bud (daughter cell) is released as a motile swarmer. The swarmer cells abort their flagellum,
when differentiating into adult cells. Only these adult cells possess fimbriae that originate
from so-called crateriform structures at the broader (reproductive) cell pole (Olga Lang,
personal. communication). While these crateriform structures are restricted to the broader cell
pole in adult cells, they are observed across the complete cell surface of buds (Gade et al.
2005).
Gade and coworkers (Gade et al. 2005) showed that there is a correlation between distinct
morphotypes and different growth phases of R. baltica cultures based on microscopic
examination and analysis. As illustrated in the growth curve in Fig 2, during early stages of
growth numerous budding mother cells and swarmer cells are present. As growth proceeds,
the number of swarmers decreases, and single cells begin to attach to each other forming
Background
5
rosettes. The latter are the dominating morphotype during transition to and in the stationary
phase, where swarmer cells are rarely observed.
Fig 2 Schematic drawing of the life-cycle of Rhodopirellula baltica. See text for details (Gade et al. 2005)
The cellular mechanisms regulating these morphological changes during cell-cycle of
R. baltica are not currently understood. For example during the unequal cell division nothing
is known about how the cell compartments are distributed between the daughter cells. In
general, the cell division machinery of Bacteria consists of different cell division genes, such
as the filamentation temperature sensitive genes (fts) named ftsZ, ftsA, ftsI, ftsL, ftsQ, ftsN,
ftsK, ftsW and the FtsZ interacting proteinA (zipA). The ftsZ-gene is the major constituent of
the septal replication ring. Surprisingly, all of these genes, except ftsK, are absent from the
genome of R. baltica. Interestingly, also not present in the genome of the planctomycete
Gemmata obscuriglobus UQM2246T. Teeling (Teeling 2004) concluded that the cell division
in Planctomycetes, like in Chlamydia, and must go through a mechanism totally unknown at
present.
As noted earlier, morphological changes, during the life-cycle of R. baltica seem to be similar
to C. crescentus CB15. Generally the key gene of the cell-cycle is the control protein CtrA. Its
task as the essential master regulator is overseeing several important cellular processes
(Stephens 2001). Within the R. baltica genome no homologue to the protein CtrA has been
found. However some patterns (e.g. TTAAN7AAAC), were found which are similar to CtrA
and CzcR – binding site patterns (TTAAN7TTAA).
Background
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1.2.1.2 Substrate spectrum
Physiological studies on R. baltica showed optimal growth between 28 and 30°C. The
bacterium is strictly aerobic, glucose will not be fermented and nitrate cannot serve as an
electron acceptor. Growth experiments on liquid yielded that R. baltica can utilise a wide
range of mono- and disaccharides (Tab 1) (Schlesner et al. 2004).
Tab 1 Substrates tested on Rhodopirellula baltica modified after Schlesner et al. (Schlesner et al. 2004) Substrates used as carbon source Substrates not used as carbon source
RB7854, RB7856, RB7857, RB7859 and RB7899) were repressed. Additionally, a set of
genes involved in RNA metabolism, protein synthesis, as well as the only translation
elongation factor (EF-Tu - RB7894) in R. baltica were repressed. The genes for the
Results and Discussion
35
conserved hypothetical protein RB12818 and the hypothetical protein RB12837 were co-
regulated which indicates an association with the translation machinery. The repression of the
ribosomal genes, along with a large set of genes involved in RNA metabolism, protein
synthesis, cell growth (Cluster 1 ADDITIONAL FILE 2), has been reported as a general
feature of the environmental stress responses (ESR) [35]. It is assumed that they are acting as
stress sensors [56]. This coincides nicely to the induction of the ribosomal proteins at
300 min under cold shock conditions. Recovery and ongoing adaptation of R. baltica was
further supported by the up-regulation of the ribosomal-binding factor rbfA (RB5503), which
is, besides csdA, required for optimal growth at low temperatures [57].
Hypothetical proteins
Approximately 50% of the regulated genes have no known function in each of the three
environmental stress experiments. Some of them even share a similar expression profile
(TABLE 2 and TABLE 3). We propose that some of these genes are involved in cell
morphology changes, stress sensing and regulation. The low number of known transcriptional
regulators (2.4%) in the genome of R. baltica [54], and the fact that most of the essential
pathways are not organized in operon structures [16] support the hypothesis of novel kinds of
global regulation mechanisms. Candidates are hypothetical proteins that carry regulatory
domains, like the FHA domain in RB1789 or a putative transcriptional regulatory domain in
RB9999. RB11766 might regulate the gene next to it, which is a so called giant gene
(RB11769) [58]. This giant gene carries a novel peptide motif that is most likely involved in
cell morphology changes [47]. The importance of the hypothetical proteins RB11505,
RB10954, RB10956 and RB10958 was further confirmed by their presence on the proteome
gels of Hieu et al. as well as Gade et al. [23, 25, 26]. The latter three of these genes were
claimed to be one of the most abundant proteins when R. baltica cultures are grown on
mineral medium.
Planctomycete special feature: Genes encoding sulfatases
The genome of R. baltica contains no less than 110 sulfatases. It is assumed that they are
involved in the recycling of carbon from complex sulfated heteropolysaccharides. Although,
the mineral medium does not contain any sulfated polysaccharide, we found 11 sulphatase
genes up- or down-regulated (TABLE 1) including one choline sulphatase (RB1205), seven
arylsulfatases (RB13148, RB1477, RB3403, RB406, RB5146, RB684 and RB9498), two
Results and Discussion
36
sulphatase genes without specificity (RB3956, RB5294), and one alkylsulfatase (RB11502)
within the different stress experiments. Furthermore, during life cycle experiments
(unpublished data) we found evidence that certain sulfatases are only regulated in specific
growth stages which indicates their involvement in the remodeling of the distinct
morphological features of R. baltica. RB1477, RB5294, RB9498 and RB11502 were
induced. We propose a RB9498 and RB11502 have an extracellular function and may be
involved in the formation of a protective substance.
Six sulfatase genes (RB406, RB684, RB1205, RB3403, RB5146 and RB13145) were
repressed after 300 min of heat shock. They could have been involved in the rearrangement
of the cell wall formation, which consists of a protein sacculus with disulfide bonds [12]. In
summary, these results show again how diverse the role of the sulfatases might be and that
only a variety of different experiments will lead to more knowledge on the sulfatases.
Conclusion
This work presents the first transcriptome study of the environmental stress response of a
marine, free-living Planctomycete. Although R. baltica is an unusual organism in many
aspects, the stress responses to heat and cold shock as well to changing salinity were in line
with earlier results reported for other model organisms. Heat shock induced a set of
chaperons, likely to protect cellular proteins from denaturation and breakdown. Growth in the
cold can be followed by the induction of genes altering lipid metabolism. Salinity shift
resulted in the activation of a planctomycete-specific groups of genes, genes involved in
morphology change and the induction of an extracytoplasmatic stress response. All stressors
triggered the down-regulation of the ribosomal machinery, the up-regulation of transposases
to enhance the genetic activity and the induction of several ECF-sigma factors and two-
component systems. This confirms the hypothesis that R. baltica is regulating its gene
activity on a global- rather than on the operon level. Besides well characterized stress
response genes about 1000 genes of unknown function, constituting 13 % of the genes
predicted in the genome, were affected. Among them a set of genes most likely involved in
global regulation could be proposed. This in combination with proteome studies and the
presence of some of the genes in fosmid libraries confirmed the essential role of the vast
amount of genes with so far unknown functions in the adaptation of environmental organisms
to changing conditions. Noteworthy is the regulation of 11 sulfatases during stressful
conditions, which indicates that these genes are heavily involved in the core functions
Results and Discussion
37
exposed by R. baltica. The data presented lead to the conclusion that R. baltica’s rich
repertoire of genes is combined with a fine tuned regulation mechanism to best adapt to the
permanent changing conditions in its habitat. This work lays the foundation to get a deeper
understanding of the biology and behavior of Planctomycetes, a fascinating and diverse
phylum.
Methods
Bacterial growth conditions
For all experiments Rhodopirellula baltica SH 1T cells were grown as chemostat cultures in a
mineral medium containing 10 mM glucose as sole carbon and 1 mM ammonium chloride as
nitrogen source at 28°C [21]. Chemostate (Ø 13.5 cm x 25 cm, 1 l, Schott, modified by Ochs,
Bovenden) parameters were: pH 7.4, average dilution rate 0.75 ml/min and pO2 around
100%. The cultures had an OD600nm of 0.5 – 0.6 (corresponding to log phase). The cells were
harvested after 5 dwell times.
Sample collection, cell lyses, RNA Isolation and cDNA synthesis
After harvesting an aliquot was collected to serve as the time-zero reference. The culture
broth was collected in 500 ml tubes and swirled briefly in an ethanol-dry ice bath to rapidly
cool the cultures and prevent shifts in the RNA profile. Subsequently, the broth was
centrifuged at 6000 rpm for 20 min at 4°C (Beckman CoulterTM AvantiTM626 J-20XP, JA10
Rotor). The pellets were re-suspended in 0.1 M Tris-HCL and then re-centrifuged to cell
pellets that were shock-frozen in liquid nitrogen and stored at -80°C. Total RNA was isolated
using the protocol of the TRI Reagent® Kit by Ambion (Austin, USA). The purity and quality
of the extracted total RNA was checked with an Agilent 2100 Bioanalyzer (Agilent
Technologies, Palto Alto, USA) and gel electrophoresis. cDNA synthesis was performed
using the SuperScript direct cDNA labeling kit by Invitrogen (Karlsruhe, Germany)
according to the manufacturer´s instructions with random hexamers and unlabeled
dCTP/dUTP, followed by an three hours reverse transcription incubation step at 46°C and 3
min at 95°C to stop the RT reaction. To hydrolyze the RNA 0.1 M NaOH was added,
incubated at 65°C for 15 min and neutralized with 0.1 M HCL. The remaining cDNA was
precipitated over night at -20°C and the pellet was washed with 70% Ethanol.
Results and Discussion
38
cDNA was directly labeled using the PlatinumBrightTM nucleic acid labeling kit based on
KREATECH´s patented Universal Linkage System (ULS) (Biocat, Heidelberg, Germany)
according to the manufacture’s protocol.
Concentrations of RNA and cDNA were measured, and incorporation of the dyes Alexa 546
and Alexa 647 were checked, using a Nanodrop ND-1000 spectrophotometer (NanoDrop
Technologies, Wilmington, USA).
Experimental design and sample preparation
In three independent hybridizations for each experiments and time point the expression
profiles of cells that had undergone stress were compared with those of cells at time zero.
This means that for the array analysis each Alexa 647 labeled sample was compared with
Alexa 546 labeled time-zero samples. The data shown are based on the analysis of all three
replicates performed for each of the conditions.
For expression profiling and microscopic analysis samples were collected at 10, 20, 40, 60
and 300 min for all three stress experiments.
Heat shock from 28°C to 37°C
Cells grown continuously at 28°C were collected by centrifugation. An aliquot was removed
for RNA extraction and taken as the time zero reference for the heat, cold and salt stress
experiments. Aliquots were re-suspended in an equal volume of 37°C medium and returned
to 37°C for cultivation.
Cold shock from 28°C to 6°C
Cells grown continuously at 28°C were collected by centrifugation, re-suspended in an equal
volume of 6°C medium and returned to 6°C for cultivation.
Salt stress from 17.5‰ to 59.5‰ salinity
Similar to the heat and cold shock experiments, a R. baltica culture was grown in mineral
media with 17.5‰ salinity. Cells were harvested and aliquots were taken up in a mineral
media with a salinity of 59.5‰.
Results and Discussion
39
Whole Genome Array construction, hybridization and image analysis
The whole-genome oligonucleotides for R. baltica SH 1T (Pirellula AROS 630 Version 1.0)
were purchased from Operon (Cologne, Germany) and diluted to 20 μM concentration in
Micro Spotting Solution Plus spotting buffer (Telechem, Sunnyvale, USA). Spotting was
done with three replicates per gene and slide onto GAPS II aminosilane slides (Corning,
Schiphol-Rijk, Netherlands) using a SpotArray 24 spotting device (Perkin Elmer, Wellesley,
USA) together with 48 Telechem Stealth Pins (Telechem, Sunnyvale, USA). The arrays were
subsequently exposed at 245 nm and 360 mJ in the GS Gene Linker (Bio-Rad, München,
Germany), followed by incubation at 80°C for at least 3 h. Slides were stored at room
temperature in the dark until use.
Blocking, denaturing, hybridization, washing and drying of the slides with N2 were carried
out in an automated hybridization station HS400 (Tecan, Crailsheim, Germany). The spotted
arrays were blocked in prehybridization solution containing 250 mM NaCl, 5 mM Tris/HCl
at pH 8.0, 50% formamide, 0.5x SSC, 0.05% BSA, and 1% blocking reagent from Roche
Diagnostics, Mannheim, Germany for 45 min at 52°C. For hybridization at least 2 μg of
Alexa 546 dye-labeled and 2 μg of Alexa 647 dye-labeled total cDNA were combined and
taken up in a final volume of 100 µl DIG Easy Hyb hybridization solution (Roche
Diagnostics, Mannheim, Germany). After the blocking step the sample solution was applied
to the arrays, denaturized at 95°C for 3 min and hybridized under stringent conditions at
52°C for over 12 hours. After hybridization slides were washed at room temperature in
ULTRArray Low Stringency Wash Buffer (Ambion, Austin, USA) and dried by N2.
Signal detection and data analysis
Slides were scanned at a resolution of 5 μm using a ScanArray Express Microarray scanner
(Perkin Elmer, Wellesley, USA) with varied laser power and sensitivity level of the
photomultiplier tube (PMT) for each slide. The provided image analysis software ScanArray
Express Version 4.0 was used for automatic spot detection and signal quantification of both
fluorophores. Raw data were automatically processed using the in-house developed
microarray data analysis software tool MADA (www.megx.net/mada). First of all the spot
intensities were local background corrected (mean spot intensity minus mean spot
background intensity). Then signals were only assessed as positive if mean spot pixel
intensity was higher than the mean local background intensity plus two times the standard
deviation of the mean local background pixel intensity. Each gene is spotted in three
Results and Discussion
40
replicates. Spot replicates with poor quality were removed from the data set according to the
outlier test of MADA. For this test, first the standard deviation of all replicates is computed.
Second, one replicate is omitted and the standard deviation is recalculated, if the deviation
differs more than 50% from the previous deviation, the omitted replicate is regarded as an
outlier. This procedure is alternately repeated for all replicates
The expression is described through the ratio and intensity, where R is the fluorescence log
ratio of the experiment time point relative to the control condition (e.g. R = log2 (result of
channel 10min / result of channel control/reference)) and I is the log mean fluorescence
intensity (e.g. I = log10 (result of channel 10min x result of channel control/reference)).
Each data point represents a regulation factor (ratio) in a logarithmic scale for one gene
calculated from the positive replicates for a particular probe coming from two RNA pools
(reference and sample). Normalization was carried out by LOWESS fitting on an R-versus-I
plot with a smoothing factor of 0.5. Each time point of the time-series experiment was
hybridized independently three times. The expression data (ratio) of the three hybridizations
were combined to one expression data point (ratio) by average and the standard deviation was
calculated. Only ratios with a standard deviation less than 25% were taken as regulated.
Differentially expressed genes are determinate by a fixed threshold cut off method (i.e. a two-
fold increase or decrease) based on the self-self hybridization. Taking the same biological
sample the reference is labeled twice, once with Alexa 546 and once with Alexa 647 and the
variability between the two sets of measurements are calculated to estimate the experimental
noise. Ideally there should not be any variability and all expression points should have a ratio
close to zero. In reality this is never the case and thresholds on the basis of the distribution of
these data along the y-axis were defined for the further experiments.
Consequently, R. baltica genes detected with intensities resulting in ratios above or below
these thresholds can be regarded as up- or down-regulated.
Cluster analysis
Differentially expressed genes presenting the complete time course profile (10, 20, 40, 60
und 300 min) for all three experiments were clustered using the k-means clustering approach
(Euclidean distance metric, k = 30 clusters and 49 (max. 500) iterations) [59] with the
software tool Multiexperiment Viewer MeV Version 4.0.2 from the TM4 microarray
software suite [60]. Briefly, the clustering algorithm arranges genes into a given number of
clusters k according to their similarity in expression profiles across all of the array
Results and Discussion
41
experiments, such that genes with similar expression patterns are clustered together. The data
are graphically displayed in tabular format in which each row of colored boxes represents the
variation on transcript abundance for each gene and each column represents the variation in
transcript levels of every gene in a given mRNA sample, as detected on one array. The
variations in transcript abundance for each gene are depicted by means of a color scale, in
which shades of red represents increases and shades of green represent decrease in mRNA
levels, relative to the unstressed culture, and the saturation of the color corresponds to the
magnitude of the differences. A black color indicates no change in transcript level, and a grey
color represents missing data.
Genome tools
The genome of Rhodopirellula baltica was automatically re-annotated based on updated
homology searches (June 2005 - MicHanThi [61]). The updated annotation including all tool
results are publicly available [62]. JCoast [63] was used as a tool for the visualization,
interpretation, COG-assignment statistics and comparison of genomic data stored in GenDB
V2.2 [64]. The Venn diagrams were generated by BioVenn [65].
Microarray Datasets
Each microarray used in this study contained 7325 known or predicted R. baltica genes
according to Glöckner et al. [16]. A detailed description of the array can be found at the
NCBI´s Gene Expression Omnibus (GEO) database under accession number GPL7654. The
complete microarray datasets covering the expression of R. baltica cultures exposed to heat,
cold and high salinity, are public available in the GEO repository
(http://www.ncbi.nlm.nih.gov/geo/) under accession numbers GSE13769, GSE13856 and
GSE14075 [66].
List of abbreviations
COG Cluster of Orthologous Group of Genes
DUF Domain of Unknown Function
ECF Extra Cytoplasmic Function
ERS Environmental Stress Response
FHA Forkhead-associated
GEO Gene Expression Omnibus
Results and Discussion
42
R. Rhodopirellula
RB Rhodopirellula baltica
ROS Reactive Oxygen Species
ORF Open Reading Frame
Competing interests
The authors declare that they have no competing interests.
Authors contribution
PW conceived the study, initiated, conducted the experimental analysis, validated microarray
and optimized experimental steps, wrote the manuscript, did the statistical analysis and
analyzed the data.
CK was involved in the chemostat cultivation of R. baltica and statistical analysis of the data
AE wrote MADA the microarray analysis tool and designed the microarrays.
CQ was responsible for the automatic reannotation of the genome and set up the web access
PL and JH established the chemostat cultivation of R. baltica. JH supervised the chemostat
cultivation.
FOG contributed background information and was involved in writing and finishing the
manuscript.
All authors read and approved the final manuscript.
Acknowledgements
We thank Sylke Wohlrab for preliminary work and Matthias Gottschall for excellent
technical assistance in the chemostat cultivation.
The setup of the microarray and transcriptomic analysis of Rhodopirellula baltica was
supported by European Commission contract GOCE-CT-2004-505403.
Results and Discussion
43
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Results and Discussion
47
Figure legends
219146 192 220
322
171
180165
329
428
0
100
200
300
400
500
600
700
800
38145
75 94 9341
274
46 50 66
0
100
200
300
400
500
600
700
800
32 2995
213317
27 4414
138
226
0
100
200
300
400
500
600
700
800
10 min 20 min 40 min 60 min 300 min
i)
ii)
iii)
Num
ber o
f reg
ulat
ed g
enes
FIGURE 1 Number of regulated genes per stress experiment
Each column shows the total number of up- (gray) and down- (white) regulated genes at each taken time
points compared with the reference samples. i) heat shock, ii) cold shock and iii) high salinity
Results and Discussion
48
0
20
40
60
80
100
120
C D E F G H I J K L M N O P Q R S T
i)
ii)
iii)
0
20
40
60
80
100
120
C D E F G H I J K L M N O P Q R S T
0
20
40
60
80
100
120
C D E F G H I J K L M N O P Q R S T
Num
ber o
f reg
ulat
ed g
enes
Functional class designation
FIGURE 2 Number of regulated genes with an assigned COG-category
Results and Discussion
49
Each column shows the number of up- (gray) and down- (white) regulated genes per an assigned COG-
category according to the NCBI database (cut off e-value e-4)
i) heat shock, ii) cold shock and iii) high salinity; Columns: [C] Energy production and conversion, [D]
Cell division and chromosome partitioning, [E] Amino acid transport and metabolism, [F] Nucleotide
transport and metabolism, [G] Carbohydrate transport and metabolism, [H] Coenzyme metabolism, [I]
Lipid metabolism, [J] Translation, ribosomal structure and biogenesis, [K] Transcription, [L] DNA
count). The assignment of the gates R2 to R4 arose from the corresponding microscopy
pictures.
Competing interests
The authors declare that they have no competing interests
Author’s contribution
PW conceived the study, initiated and conducted the experimental analysis, validated
microarray and optimised experimental steps, wrote the manuscript, did the statistical analysis
and analysed the data.
MS contributed background information and was involved in the writing and finishing of the
manuscript.
AE wrote MADA the microarray analysis tool and designed the microarrays.
FOG contributed background information and was involved in the writing of the manuscript.
All authors read and approved the final manuscript.
Acknowledgements
We would like to Bernhard Fuchs for the introduction of FACS-technology and Sebastian
Rokitta for excellent technical assistance. We also thank Niculina Musat for the introduction
into nanoSIMS-technology and her for the attendance to take the samples for analysing to the
University of Mainz.
Results and Discussion
73
The setup of the microarray and transcriptomic analysis of Rhodopirellula baltica was
supported by the European Commission contract GOCE-CT-2004-505403.
Abbreviations
COG Cluster of Orthologous Group
RB Rhodopirellula baltica
R. Rhodopirellula
GEO Gene Expression Omnibus
ORF Open Reading Frame
ECF Extra cytoplasmic Function
Fts filamentation temperature sensitive
FACS Fluorescence Activated Cell Sorting
Results and Discussion
74
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48. Hieu CX, Voigt B, Albrecht D, Becher D, Lombardot T, Glöckner FO, Amann R, Hecker M, Schweder T: Detailed proteome analysis of growing cells of the planctomycete Rhodopirellula baltica SH1T. Proteomics 2008, 8(8):1608-1623.
FIGure legends
FIG 1 Schematic drawing of the life cycle of R. baltica. See text for details [10].
44 h 62 h 82 h
92 h
240 h44 h 62 h 82 h
92 h
240 h
FIG 2 Hybridisation scheme R. baltica cultures were harvested at five time points. cDNA samples were
hybridised in two replicates. Dots and arrowheads represent Alexa 546- and Alexa 647-labelled samples,
respectively.
Results and Discussion
77
FIG 3 Microscope pictures of R. baltica cultures taken from different growth phase stages plus matching FACS-
scatter plot. A) exponential phase bar 5 µm, B) late exponential phase, C) stationary phase bar 10 µm. R2
(swarmer and single cells), R3 (budding cells) and R4 (rosette formations).
39 65168
541
110 25
67
322
0
100
200
300
400
500
600
700
800
900
62 h vs. 44 h 82 h vs. 62 h 92 h vs. 82 h 240 h vs. 82 h
Num
ber o
f reg
ulat
ed g
enes
induced repressed
FIG 4 shows the number of significantly up- and down-regulated genes during the life cycle at the four measured
time points. White means up-regulated and grey down-regulated.
R3
R2
R4
R3
R2
R4
R3
R4
R3
R4
R2R2R2
A B C
Results and Discussion
78
210
66
132
4
76
1492 h vs. 82 h
82 h vs. 62 h
44 h vs. 62 h
210
66
132
4
76
1492 h vs. 82 h
82 h vs. 62 h
44 h vs. 62 h
103634
12 114
720
38
92 h vs. 82 h82 h vs. 62 h
240 h vs. 82 h
103634
12 114
720
38
92 h vs. 82 h82 h vs. 62 h
240 h vs. 82 h
FIG 5 Venn diagrams showing the distribution of all regulated genes.
Cytoplasmic membraneFM4-64
Intracytoplasmic membraneDiOC6 (3)
Nucleoid DAPI
Cell wallPirellulosome Paryphoplasma
Cytoplasmic membraneFM4-64
Intracytoplasmic membraneDiOC6 (3)
Nucleoid DAPI
Cell wallPirellulosome Paryphoplasma
Cytoplasmic membraneFM4-64
Intracytoplasmic membraneDiOC6 (3)
Nucleoid DAPI
Cell wallPirellulosome Paryphoplasma
Intracytoplasmic membraneDiOC6 (3)
Nucleoid DAPI
Cell wallPirellulosome Paryphoplasma
FIG 6 Diagrams of cell organisation and compartmentalisation in R. baltica modified after Fuerst et al. [46].
3.3 Highly enantioselective sec-alkyl sulfatase activity of the marine planctomycete Rhodopirellula baltica shows retention of configuration
Sabine R. Wallner, Marga Bauer, Chris Würdemann, Patricia Wecker, Frank O. Glöckner,
and Kurt Faber
Published in Angewandte Chemie International Edition 44: 2 –4 (2005)
Results and Discussion
90
3.4 Fosmids of novel marine Planctomycetes from the Namibian and Oregon coast upwelling systems and their cross-comparison with planctomycete genomes
Authors: Dagmar Woebken, Hanno Teeling, Patricia Wecker, Alexandra Dumitriu, Ivaylo
Kostadinov, Rudolf Amann, Edward F Delong, and Frank Oliver Glöckner 2007
Published in The ISME Journal 1, 419-435 (2007)
Summary
91
4 SUMMARY In 2003, the completely sequenced and annotated genome of the first planctomycete
Rhodopirellula baltica was published (Glöckner et al. 2003). Besides common genomic
features including Glycolysis, Citrate–cycle or ribosomal RNAs the annotation also revealed
unexpected genetic potential such as a high number of sulphatase genes or genes encoding
enzymes of the C1-metabolism pathway. In conclusion, bioinformatic analysis allowed new
hypotheses to be built about the capabilities and the ecological niche of R. baltica. However,
bioinformatics could not resolve open questions about many features, for example, the
interesting cell-cycle or character and the formation of the holdfast substance. In addition,
bioinformatics could not assign a function to 55% of the predicted ORFs. The annotation
contributed to the understanding of the phylum Planctomycetes but also made clear how poor
our knowledge remains concerning the genetic potential of many environmental organisms.
To turn the information about the genetic potential of an organism into sound biological
knowledge, functional post-genomics using transcriptomics and proteomics are the next
logical step. To further substantiate the predicted functions and get hints for some of the
unknown gene functions, microarray technology was selected. Whole genome expression
profiling allows the investigation of thousands of genes in parallel at the mRNA level in a
single experiment. This is a clear advantage compared to other techniques like Real-Time
PCR, which allows investigation of only a rather small set of genes.
During my thesis I set up a pipeline (2.3) for the first planctomycete-specific whole genome
array. This included testing and selection of the slide format and its chemistry. Protocols for
RNA isolation, cDNA synthesis and labelling, required adaptation due to the specific
proteinaceous cell wall of R. baltica. Hybridisation and washing buffer composition as well as
hybridisation time and conditions were adjusted for an optimal signal to background ratio
based on an in-house automatic hybridisation machine (Tecan HS400). The quality of the
array hybridisation was validated by checking for the negative, positive and stringency
controls printed on the array. The pipeline also included the set up of three chemostats for
improving the R. baltica culturing compared to the initially used batch culture systems.
The processing of the resulting expression data included reviewing different data
normalisation approaches and selection of the one which fits the experimental design. For the
analysis of the normalised and filtered expression data, various microarray data analysis tools
were screened. Finally, the open source software program TIGR Multiexperiment Viewer
Summary
92
(MeV) was chosen. This incorporates sophisticated algorithms for clustering, visualisation,
classification, statistical analysis and biological interpretation.
The successful establishment of microarray technology led to the second part of the thesis
dealing with whole genome array expression profiling to address specific questions. The
whole genome array was applied to R. baltica cells exposed to different temperatures and high
salinity in order to learn more about the common and specific stress responses of this
organism (Wecker et al. 2009in prep). The whole genome array was also applied to R. baltica
cells in different growth stages with the aim to investigate and analyse unknown mechanisms
during the cell-cycle (Wecker et al. 2009 in prep).
The following section provides a brief summary of the (main) results obtained in this thesis.
For details, please refer to the original publications which can be found in chapter 3.
4.1 Transcriptional response of the model planctomycete Rhodopirellula baltica SH1T to changing environmental conditions
The first manuscript introduces the first whole genome array for any member of the phylum
Planctomycetes, specifically Rhodopirellula baltica. The successful establishment of a
complete microarray pipeline is demonstrated by a model system based on comparisons of the
behaviour of R. baltica cells at different environmental stress factors at the transcriptome
level.
The first experiments focused on the better understanding of the adaptations of R. baltica
grown under changing environmental conditions, e.g. variations in temperature and high
salinity. The rationale behind these experiments is the observation that R. baltica can be
isolated from various marine and brackish habitats while bioinformatic analyses of the
genome support the hypothesis that R. baltica passes through a halocline while passing from
the surface to the sediment. Stress responses to salinity and temperature shifts were monitored
in time series experiments. Cultures grown on mineral media at 28°C were compared to
cultures that were shifted to either elevated (37°C) or reduced (6°C) temperatures or high
salinity (59.5‰) over 300 min.
Transcriptional profiling confirmed that R. baltica is highly responsive to its environment.
Heat shock showed the induction of several known chaperone genes while cold shock altered
the expression of genes involved in lipid metabolism and stress protein production. High
salinity resulted in the modulation of genes coding for compatible solutes, ion transporters
and morphology. We were also able to detect a shared environmental stress response of
Summary
93
R. baltica. Results show the induction of known general stress response genes. The ribosomal
machinery is repressed and is probably functioning as a general stress sensor. Transposase
genes are induced to enhance this genetic activity through rearrangement of the genome.
Noteworthy is the shared induction of three ECF- sigma factors over all three experiments,
which led to the assumption that they are part of the environmental stress signalling pathway.
Another highlight is the regulation of several sulphatase genes in all experiments. We propose
a role for these in the remodelling of the cell wall of R. baltica and point out the diverse role
of the sulphatases. Nearly 50% of all regulated genes have no known function. The
combination of transcriptomics and proteomics points to a set of genes of unknown functions
most probably involved in the global stress response. In summary this work gave new insights
into the complex adaptation machinery of an environmentally relevant marine bacterium. This
work lays the foundation for further bioinformatic and genetic studies, which leads to a
comprehensive understanding of the biology of a model marine Planctomycete.
The corresponding paper is submitted to BMC Genomics.
4.2 The Rhodopirellula baltica life-cycle: Growth-dependent expression profiling of the complete genome with microarrays
The focus of the second manuscript is on the expression profiling of different growth stages of
the marine planctomycete Rhodopirellula baltica. Although synchronised cell cultures of
R. baltica were not available, it was possible to get first idea about the genes involved in the
characteristic morphological stage of Planctomycetes.
The marine planctomycete R. baltica has a life-cycle consisting of motile swarmer cells and
sessile adult cells. During the genome annotation none of the known genes involved in the
cell-cycle or cell division were found. The life-cycle must therefore have a so far unknown
control mechanism. To find out more about the genes involved in the life-cycle, a whole
genome array for R. baltica was used for the first time. R. baltica cell samples were taken at
different growth stages from a R. baltica culture and growth dependent expression profiling
was carried out. The number of regulated genes increased from 90 exponentially to 863 in the
late stationary phase when compared to the transition phase. Results indicate a remodelling of
the cell wall and membrane in the exponential phase, sensing of environmental changes in the
transition phase, followed by a stationary-phase specific response. 12 out of 110 sulphatases
genes showed a growth-dependent expression pattern. This indicates that some of them might
also be involved in basic cell functionalities such as the remodelling of cell wall components
during the life-cycle. It is also noteworthy that genes associated with the C1-metabolism
Summary
94
appear to be regulated. More than half of the regulated genes per growth stage were annotated
as hypothetical proteins. These genes are likely candidates for functions associated with
planctomycete-specific morphology and/or morphotype-differentiation during the life-cycle.
In summary, the whole genome array of R. baltica gave initial insights into the regulation of
genes during the life-cycle. The transcriptomic results are contributing to a better
understanding of the so far unknown molecular cell biology underlying the cell
compartmentalisation of the phylum Planctomycetales and maybe even of the PVC
superphylum.
The corresponding paper is in preparation.
4.3 Highyl enantioselective sec-alkyl sulfatase activity of the marine planctomycete Rhodopirellula baltica shows retention of configuration
The preliminary results of the partial genome array targeting sulphatase genes (C.
Würdemann unpublished results) and the parallel investigations concerning the sulphatase
activity in R. baltica were the fundamental basis for research aim 2.2.
The annotation process of the complete genome sequence of the marine planctomycete
Rhodopirellula baltica revealed that the genome includes 109 genes assigned as sulphatases.
A subset of 85 sulphatases showed the conserved “core” of the sulphatase consensus motif,
which is required to render activated sulphatase proteins. Each of these 85 sequences
contained the adjacent “auxiliary” part of the consensus motif, either fully conserved or only
slightly modified. The sulphatases are active in resting cells of R. baltica and act through
retention of configuration (shown in collaboration with Prof. Dr. Faber University of Graz,
Austria). In general, the enantio preference was shown to be “R”, while “S” enantiomers
remained untouched. R. baltica displayed high activities on linear (w-1)-sulphate esters,
which were readily accepted as substrates. Even sterically demanding sulcatyl sulphate was
converted with good rates, which was neither accepted by an inverting alkyl sulphatase
(termed “RS2”) nor by Sulfolobus spp.. Not surprisingly was the quick conversion of the
primary sulphate ester by one of the large set of sulphatases genes. However, no loss of
sulphatase activity in the protein extract of R. baltica cells grown on various C-sources:
glucose, chondroitin sulphate A and condroitin sulphate C could be seen.
The corresponding paper has been published in Angewandte Chemie International Edition 44:
2 –4 (2005).
Summary
95
4.4 Fosmids of novel marine Planctomycetes from the Namibian and Oregon coast upwelling systems and their cross-comparison and their cross-comparison with planctomycete genomes
This metagenomic study of fosmids of novel marine Planctomycetes is a good example of the
knowledge transfer of transcriptome data from model organisms to the ecosystem with the
purpose to understand the role of Planctomycetes in the environment.
The objective of the study was to broaden our knowledge about the genetic potential of
marine Planctomycetes using a cultivation independent approach. Therefore, six fosmids from
two different marine upwelling systems were investigated from metagenome libraries. The
fosmids were compared with all available planctomycete genomic sequences (Rhodopirellula
baltica SH 1T, Candidatus Kuenenia stuttgartiensis and Gemmata obscuriglobus DSM 2246T)
including the as yet unpublished near-complete genomes of Blastopirellula marina DSM
3645(T) and Planctomyces maris DSM 8797(T). Comparative sequence analysis revealed the
following: A high number of genes coding for sulphatases in all genomes from marine
Planctomycetes. R. baltica harbours the highest number (109), while the freshwater
planctomycete Gemmata obscuriglobus and Candidatus Kueninia stuttgartiensis included
only 12 and 3 sulphatases, respectively. Additionally two fosmids (6FN and 5H12) contained
each one sulphatase. The high number of sulfatase genes in all genomes and their presence on
the fosmids underlined again the specialication of Planctomycetes in carbohydrate
degradation.
Genes involved in the C1-metabolism were found on all Planctomycete genomes, except of
Candidatus Kuenenia stuttgartiensis, and on two fosmids. Their role in the life-style of the
Planctomycetes is so far unknown. However expression profiling revealed that even in the
absence of C1 compounds seven of the respective genes are expressed, which indicates an
active role in the central metabolism of R. baltica.
Genes that are only present in planctomycete genomes and lack similarities with other
bacterial or archaeal genes were present in all five sequenced genomes and on all six fosmids.
It can be speculated that they might be involved in the unique cellular features or adaptations
of Planctomycetes.
In summary, the comparison of genomic information from cultivated and uncultivated
Planctomycetes offered new insights in their physiological capabilities with a focus on
planctomycete-specific features and striking metabolic pathways.
The corresponding paper has been published in the ISME Journal 1, 419-435 (2007).
Establishing of the Microarray Pipeline
96
5 ESTABLISHING THE MICROARRAY PIPELINE Comparing the results obtained and the initial outline of in my proposal, some changes
become obvious. During the initiation of this PhD thesis it was assumed that only small
methodological adaptations were needed to use whole genome arrays for expression profiling
in Rhodopirellula baltica. However, first tests showed unexpected challenges, like sample
processing or increased background. Optimisations also included the use of chemostat
reactors for the cultivation of R. baltica. This was triggered by two main requirements.
Firstly, the amount of cells needed for microarray experiments could not be obtained by
standard (batch) cultivation approaches. At least three biological independent replicates are
needed to obtain consistent regulation data. Second, synchronised cells are required to assure
reproducibility of the experiments.
After the microarray pipeline was finally running in-house, the reliability needed to be
optimised. Due to the unique character of the Planctomycetes there were no existing
transcriptome studies of other Planctomycetes available for validating the results. Therefore, I
performed expression profiling on the response of R. baltica to different stressors
(temperature and high salinity) to check if the results matched the expectations and to provide
new information on the environmental adaptation of R. baltica. Consequently research aim
2.2 was postponed. In addition, sharing cultures to conduct complementary proteome studies
with our collaboration partner at the Institute of Marine Biotechnology in Greifswald was
initiated. The integration of transcriptome and proteome data is expected to deliver a better
picture about the existence, annotation, regulation and expression of the genes in the
R. baltica.
Our aim was and is to combine our transcriptome results with all publicly available data of
regulated genes in R. baltica. Unfortunately, all results so far were not consistently stored in a
computer readable electronic format. Therefore a beta-version of an R. baltica database was
set up where information on the organism and genes can be stored. The software tool
JCOAST (Richter et al. 2008), which was already used in-house for comparative genomics on
the four planctomycetes genomes and their statistical analysis, was extended to host additional
information about each gene and soon it will be able to show expression data of all
transcriptome studies. All published results on each gene have been integrated into this
internal database. This also includes the latest results of Jerome Dabin from the marine station
in Roscoff (France). They are currently evaluating the catalytic potential of R. baltica with
respect to degradation of carbohydrates. This also includes the re-annotation of 128
Establishing of the Microarray Pipeline
97
polysaccharidases in the genome of R. baltica done by experts. Four out of these 128 proteins
were chosen for further functional and structural studies, identified by potential biotechnical
applications and originality. Recently, Dabin et al. (Dabin et al. 2008) published the results of
the crystallisation and preliminary results off x-ray analysis of a pectin lyase RB5312. The
expert re-annotation demonstrated that any genome annotation is only as good as the
knowledge of the annotator. The annotation sets the basis for all further knowledge
extrapolation. Therefore, part of the whole genome pipeline should include curation of the
annotation and a regular automatic update of the annotation against the current databases. At
least the awareness of partially incorrect annotations should be present while generating
hypothesis out of the significantly expressed genes.
In summary, more time than expected had to be invested in method optimisation, resulting in
a reduction of the time available to generate results on the ecology and biology of R. baltica.
Contribution to the Research on Planctomycetes
98
6 CONTRIBUTION TO THE RESEARCH ON PLANCTOMYCETES Planctomycetes are a group of budding, peptidoglycan-free bacteria, which attract more and
more attention within the fields of microbial ecology, cell biology and genomics. Studies of
cultured isolates and clone library sequences from natural communities contribute to this
development. The phylogeny of Planctomycetes has been under debate for several years now
(Stackebrandt et al. 1984; Woese 1987; Fuerst 1995; Brochier and Phillippe 2002; Teeling et
al. 2004). Based on genomic information they have been successfully allocated to the PVC
superphylum (Teeling et al. 2004; Fieseler et al. 2006; Wagner and Horn 2006). Their rather
uncommon features such as compartmentalised cell organisation (Fuerst 2005), the ability of
some species to grow chemolithoheterotroph via oxidation of ammonium (Jetten et al. 1997),
their possession of large genomes with partly unexpected genetic potential (Glöckner et al.
2003; Woebken et al. 2007), combined with their wide distribution in a variety of habitats,
has further reinforced a steadily increasing scientific and industrial interest.
Since the start of my thesis many more scientific studies on different Planctomycetes were
carried out highlighting even more how fascinating this phylum is. However none of these
have revealed details of underlying genetic mechanisms:
First of all more planctomycete isolates were published (Kulichevskaya et al. 2007;
Kulichevskaya et al. 2008). The latest diversity studies show that Planctomycetes can be
found in the intertidal sediments of the North Sea (Musat et al. 2006), in the north American
coast diatom bloom (Morris et al. 2006), in the anoxic laxer of Sphagnum peat bog (Ivanova
and Dedysh 2006) and in the alkaline gut of soil-feeding termites (Köhler et al. 2008). Shu et
al. (Shu and Jiao 2008) showed for the first time the systematic assessment of Planctomycetes
in latitudinal surface seawater of the open sea and comparative diversity patterns between
surface seawater and sediments. Latter Planctomycetes show a higher diversity. Looking at
the environmental factors, Shu proposes an influence of high organic carbon and oxygen on
the planctomycete diversity. Even a new metabolism for Planctomycete living in anaerobic
habitats has been proposed (Elshahed et al. 2007). Elshahed et al. (Elshahed et al. 2007)
assumes that the organisms either reduce sulphur via the annotated polysulfide reductase,
although the reducing of elementar sulphur has not been reported so far, or through sugar
fermentation. This is supported by the annotated genes for the lactate acid fermentation
pathway.
Contribution to the Research on Planctomycetes
99
Lately, new techniques were applied to get a better understanding of the planctomycete
morphology. Compartment organisation and chromatin structure of Gemmata obscuriglobus
were explored by cyro-electron tomography (Lieber et al. 2008). Lee et al. (Lee et al. 2009)
showed that the compartmentalised cell plan of members of the Planctomycetes can also be
found in the phylum Verrucomicrobia, belonging to the PVC superphylum. Interesting is also
a recent microscopic study where the morphological changes of the planctomycete Gemmata
obscuriglobus during the cell-cycle was investigated (Lee et al. 2009). This study might be a
good basis for further genetic studies to elucidate the responsible genes. The entire mentioned
studied have provided a wealth of new information about Planctomycetes.
However this work is the first to address the distinct features of Planctomycetes at the
genomic level. It is intended to bridge the gap between classical studies on the cell biology
and physiology of Planctomycetes and their active genetic repertoire.
The genomic information of uncultured Planctomycetes was addressed by the metagenomics
approach to get a clue of their environmental role. The fosmid libraries supported the
hypothesis that Planctomyces play an active role as a carbohydrate degrader (Woebken et al.
2007). Highlight of the comparison of the four complete closed planctomycete genomes were
the high amount of shared planctomycete-specific genes without known functions (Woebken
et al. 2007).
Within this work the first whole genome microarray for a cultured Planctomycete has been
established. This pipeline comprises reproducible and controlled cultivation of R. baltica´s
cultures, a protocol for expression profiling on the transcriptome level, data analysis and
evaluation up to data integration and comparison. Taken as a tool it helps to get hints on the
huge amount of genes in R. baltica currently lacking functional assignments, it elucidates the
function of annotated genes and suggests genes of interest for further functional analysis or
biotechnological applications.
In this work we gained results on certain genes with unknown function that probably involved
in the morphological changes or in the regulation of the cell-cycle and stress response of
R. baltica. For the first time we obtained information about the function of diverse
planctomycete-specific genes that are active under stress. We were able to highlight the
diverse functions of sulphatase genes in the genome of R. baltica. Results showed activity of
genes associated with the C1-metabolism. Finally, we gained knowledge about the behaviour
of R. baltica in its natural habitat. The possibility of transferring this knowledge to the
phylum Planctomycetes has a major impact for our understanding of the potential ecological
roles and adaptations of Planctomycetes in marine environments.
Outlook
100
7 OUTLOOK Expression profiling: microarray vs. sequencing technology
Recently, a manuscript by Shendure (Shendure 2008) with the controversial title “The
beginning of the end for microarrays” was published in Nature. The authors claimed that
microarrays will be replaced by the faster and cheaper sequencing technologies. The era of
“next generation sequencing technologies” has been heralded with the introduction of the 454
pyrosequencing system in 2005 (Margulies et al. 2005). Since then, four technology platforms
have entered the market (Roche 454, Illumina Genome Analyzer, ABI SOLiD and Helicos
HeliScope) and especially the Roche 454 GS FLX sequencing platform is now heavily used
for bacterial genome and small RNA sequencing, metagenomics, genomic structure variation
and human whole genome sequencing (Rothberg and Leamon 2008). Massively parallel 454
pyrosequencing has become a feasible method for increasing sequencing depth and coverage
while reducing time, labour, and cost (Margulies et al. 2005; Moore et al. 2006; Wicker et al.
2006; Huse et al. 2007). Typical output from a 4.5 h run of the original Roche 454 GS 20
sequencer are 20–30 Mb, comprising roughly 300,000 sequence reads averaging 100 bp. With
state of the art machines read length of 250 bp (FLX) and 400 bp (FLX Titanium) can be
routinely reached, increasing the amount of basepairs per run drastically.
Lately, also transcriptomes were analysed by tag sequencing approaches (Cristobal-Vera et al.
2008; Marioni et al. 2008) the former exclusive field of DNA microarrays. In contrast to
microarrays, new sequencing technologies do not rely on the availability of a sequenced
genome and also do not suffer from severe methodological limitations as mentioned already
in this thesis. In general, for tag sequencing a population of RNA (total or only mRNA) is
converted to a library of cDNA fragments with adaptors attached to one or both ends. Each
molecule, with or without amplification, is then sequenced in a high-throughput manner to
obtain short sequences from one end (single-end sequencing) or both ends (pair-end
sequencing). The reads are typically 30–400 bp, depending on the sequencing technology
used (Wang et al. 2009). A major advantage is that this approach is quantitative, resolving
one of the major limitations of the current microarray based technologies.
Sequencing costs are continuously decreasing and the technique has already become a fast
and cost-effective option for functional genomics, especially in case of mixed microbial
populations (meta-transcriptomics). This development narrows the gap between approaches
based on model organisms offering a genetic model and so far barely investigated organisms,
which are most tractable for ecological and evolutionary studies (Cristobal-Vera et al. 2008).
Outlook
101
However, there will still be important applications for microarrays in the future as pointed out
by Shendure et al. (Shendure 2008). Most likely not for large-scale expression profiling due
to the effectiveness of the new sequencing technologies but for other applications such as
custom genotyping and detection of copy number variation. This is because microarrays allow
us to address such questions in a more targeted way. Also in case of expression profiling there
will be niches for microarrays in the future. In particular to answer specific questions about
specific groups of genes of interest (“partial” genome microarrays), or as a screening tool to
get first information on the gene regulation in model organisms (whole genome array).
Another unique feature might be RNA-targeted microarrays. No cDNA synthesis is required
like for sequencing technology and a huge bias can be avoided (Würdemann et al. 2006).
Interesting is also the comparison of the expanses between one Solexa and one established
R. baltica cDNA-microarray run. A Solexa run with a sequence yield of 30-70 bp costs about
3000 € with up to six different experiments per run (500 € per experiment) plus costs for the
instrument and RNA-isolation. An established R. baltica cDNA microarray run costs around
125 Euro per experiment (per slide) plus 160 Euros per slide for the instruments. Calculations
do not include cost of labour and of computer hardware for data analysis and storage. An
established cDNA microarray is still cheaper than a Solexa run at the moment. However,
sequencing technology is already a serious competitor, concerning the cost, for new
expression profiling projects, meaning which are not established yet.
Finally, there is one major limitation correlated with the new sequencing technologies, which
now produce a mass of raw sequencing data in shortest time. Appropriate bioinformatic
infrastructure is required to handle this flood of data. At the moment, only very few working
groups in the world are really prepared for this task. A complete rethinking is required in this
regard. Despite the complexity of establishing a platform for microarray experiments, this
might be a reason for researchers to stick to microarray technology within the next years.
Reference
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Acknowledgement
109
9 ACKNOWLEDGEMENT ……………………….because you never make it on your own……………………….
I wish to express my sincere gratitude to my supervisor Prof. Dr. Frank Oliver Glöckner, who
guided this work and gave me support and scientific freedom. He was always there for me
when I needed advice.
I wish to thank Prof. Dr. Matthias Ullrich and Prof. Dr. Georgi Muskhelishvili for being
members of my thesis and dissertation committee. I would also like to thank Prof. Dr. Rudolf
Amann for taking part in the evaluation of my work and for his constant support in the
background.
I am grateful to Dr. Christine Klockow and Dr. Marga Bauer for their help, advice and
guidance during my PhD.
I am indebted to Andreas Ellrott, Chris Würdemann and Jörg Peplies for providing
inspiration, friendship and wise words.
I would like to thank all members of the Microbial Genomics Group who helped me during
my PhD work and made science enjoyable. Special thanks to the Michael Richter, Christian
Quast, Jost Waldmann and Elmar Prüsse.
I would like to thank all former and present members of the Department of Molecular
Ecology for their support, discussions, experience, their comradeship and the refreshing
evenings outside of the institute, especially Julia Arnds, Katharina Kohls, Anke Meyerdierks,
Jill Peterson, Caroline Rühland, Martha Schattenhofer, Regina Schauer, Silke Wetzel,
Dagmar Wöbken, Jörg Wulf, and my “Findorff-WG-colleagues” Elke Allers and Claudia
Bergin for just being there.
Special thanks to Jörg Wulf, Silke Wetzel and Nicole Rödiger for their excellent support and
patience in the laboratory.
Acknowledgement
110
Pour cette fructueuse collaboration et les bons moments partagés, je voudrai remercier Gurvan
Michel et Tristan Barbeyron de la Station Biologique de Roscoff.
The Network Marine Genomics Europe with all these fascinating members and meetings that
broaden my horizon deserves special mentioning. I would especially like to thank Mike
Thorndyke, Ulrika Hjelm and Michèle Barbier for supporting my skills. Thank you! Tack så
mycket! Merci beaucoup!
This work would not have been possible without the financial support of the Max-Planck-
Society, the Marine Genomics Europe Network and the Jacobs University Bremen. This work
was done between June 2005 and March 2009 at the Microbial Genomics Group of the Max
Planck Institute for Marine Microbiology in Bremen.
Zum Schluß möchte ich mich bei meinen Brüder Olaf und Axel, meinem Neffen Johannes
und meinen Eltern Elke und Josef für Ihre Unterstützung bedanken. Worte sind Blätter und
Taten sind Früchte.
Ludovic, merci de m’avoir aider à aller de l’avant et de n’avoir jamais arrêter de croire
fermement en moi. Hey Dude, ca fart!
This work is dedicated to all the wonderful, supportive and helpful people I met in the last six
years!
Annex
111
10 ANNEX
Transcriptional response of the model planctomycete Rhodopirellula baltica SH1T to changing
environmental conditions
ADDITIONAL FILE 1 – List of differentially expressed genes for all three stress experiments ADDITIONAL FILE 2 – List of selected clusters of the k-means clustering
Heat Induced10min ID Locus AA Nuc Product Gene EC Start Stop IEP MW(kDa) Strand Intensity Ratio Ratio Stdev %
2867 RB2784_membrane protein containing DUF107 1448065 1447454 0.98 1.99 0.95 2.25 1.93 0.25 0.93 0.73 0.32 0.74 0.35 0.08 -0.07 0.46 1.233992 RB4517_Transcriptional coactivator/pterin dehydratase 2315930 2316283 1.1 1.27 1.85 1.61 1.86 0.36 0.68 0.83 0.36 0.91 0.21 NaN NaN 0.72 0.534108 RB4698_hypothetical protein 2397601 2397861 0.62 1.35 1.57 2.15 2.83 NaN 0.51 0.24 -0.04 0.24 NaN NaN NaN NaN NaN4319 RB4995_6,7-dimethyl-8-ribityllumazine synthase 2569838 2569371 0.22 1.09 NaN NaN 2.19 0.51 1.14 0.79 0.65 1.22 NaN NaN NaN NaN NaN4436 RB5181_hypothetical protein 2668763 2668873 NaN 0.87 NaN 1.8 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN5100 RB6282_conserved hypothetical protein 3302795 3303397 0.61 0.89 2.22 2.18 1.93 NaN 0.84 0.88 0.58 0.81 NaN NaN NaN -0.10 0.665809 RB7437_LexA repressor 3987953 3988672 0.53 1.37 1.67 2.11 1.65 NaN 0.96 0.72 0.4 0.82 0.89 NaN NaN 0.14 1.736144 RB7960_ATP:guanido phosphotransferase 4257723 4256632 1.5 1.47 1.8 1.25 1.93 0.04 0.69 0.6 0.42 1.03 NaN NaN NaN -0.04 1.126400 RB8409_hypothetical protein 4495547 4495840 0.31 1.62 NaN NaN 1.5 NaN 0.99 1.19 0.76 1.54 -0.17 NaN NaN 1.22 1.06854 RB11421_60-kDa SS-A/Ro ribonucleoprotein 6195538 6193880 NaN 0.54 2.55 2.32 0.99 NaN NaN NaN NaN 0.27 NaN NaN NaN NaN NaN
2062 RB1449_hypothetical protein 736500 736697 NaN 0.94 1.66 1.91 1.26 NaN 1.26 0.82 0.14 0.3 NaN NaN NaN 1.02 1.302137 RB1573_hypothetical protein 805094 804984 0.47 1.41 0.29 2.22 2.19 NaN 1.24 NaN NaN 1.43 NaN NaN NaN NaN NaN2211 RB171_ISxac3 transposase 89626 90504 0.41 1.27 1.28 1.82 1.49 NaN 1.55 0.95 1.12 0.7 NaN NaN NaN 0.44 1.292355 RB1977_mRNA 3'-end processing factor 1039488 1040645 1.14 1.85 1.55 2.05 1.56 0.78 1.09 0.76 0.49 0.86 0.24 NaN -0.17 0.68 0.652848 RB2745_hypothetical protein 1431275 1431400 0.45 1.27 1.58 1.57 0.87 0.58 0.98 0.77 0.63 1.57 1.30 0.33 NaN 0.95 0.872862 RB2774_conserved hypothetical protein 1443786 1444034 1.13 1.88 1.94 1.51 1.89 0.4 0.59 0.87 0.45 1.28 NaN NaN NaN -0.19 0.682982 RB2963_hypothetical protein 1526707 1527066 0.78 2.31 1.96 1.79 1.89 0.76 0.5 0.61 0.54 1.24 0.37 0.12 NaN 0.63 -0.023860 RB4322_transposase and inactivated derivative 2226866 2228239 1.1 1.49 1.36 1.58 2.02 NaN NaN NaN NaN 0.29 NaN NaN NaN 0.46 NaN4227 RB4867_SmpB RNA-binding protein 2496354 2495722 0.89 1.35 2.52 2.58 1.87 0.17 0.64 0.5 0.32 0.57 0.27 NaN NaN 1.06 0.234365 RB5069_hypothetical protein 2609575 2609378 NaN 0.36 2.02 2.06 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN4405 RB5135_6-pyruvoyl tetrahydrobiopterin synthase. 2640266 2639853 1.26 1.66 1.73 2.19 2.15 0.28 0.85 0.45 0.12 0.86 0.61 NaN NaN 0.61 NaN5355 RB6685_hypothetical protein 3554265 3554047 1.03 2 1.84 1.95 1.85 NaN 0.92 0.74 0.24 0.55 NaN NaN NaN 1.07 0.535531 RB6973_tellurite resistance protein 3710584 3711420 1.11 1.56 1.79 2.07 2.67 NaN 0.76 0.53 0.17 0.64 NaN NaN NaN 0.17 NaN5571 RB7039_hypothetical protein 3743573 3742965 0.82 0.77 2.19 1.61 1.85 NaN NaN 0.55 NaN 0.15 NaN NaN NaN 2.01 1.185923 RB7612_hypothetical protein 4092907 4093317 NaN 0.82 2.82 1.89 1.27 NaN 0.98 0.27 0.52 0.64 NaN NaN NaN NaN 1.166420 RB8445_Penicillinase repressor 4514475 4514050 0.61 1.11 1.77 1.33 2.44 NaN 0.93 0.48 0.28 0.64 0.20 NaN NaN 1.26 1.956474 RB8533_protease I 4552172 4552762 0.85 1.33 1.55 1.57 1.08 NaN 0.87 NaN 0.6 1.46 0.81 NaN NaN 1.06 1.637308 RB9966_Fe-S oxidoreductase 5370040 5368655 NaN NaN NaN 1.58 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN1068 RB11802_Transposase IS3/IS911 6361950 6362240 0.49 1.17 1.73 1.75 2.02 NaN 1.5 0.8 1 0.56 0.14 NaN NaN 0.93 1.101476 RB12458_conserved hypothetical protein 6704719 6704976 NaN 0.79 2.67 1.95 0.92 NaN NaN NaN NaN 1.14 NaN NaN NaN NaN NaN2203 RB17_protein containing DUF1589 8251 7757 0.18 1.44 2.49 2.46 1.22 NaN NaN NaN 0.71 1.97 NaN NaN NaN NaN NaN2295 RB1862_transcriptional regulator, GntR family 960630 961037 NaN 0.75 1.85 1.33 NaN NaN NaN NaN NaN 1.46 NaN NaN NaN NaN NaN2457 RB2146_Exonuclease VII, small subunit 1136505 1136086 0.99 2.47 1.6 2.06 1.1 1.01 0.83 1.15 0.7 1.78 0.21 NaN 0.36 0.22 0.172914 RB286_hypothetical protein 142779 143096 NaN 0.89 2.02 2.14 NaN NaN NaN NaN NaN 0.57 NaN NaN NaN NaN NaN3099 RB3159_protein containing DUF1590 1629337 1629116 1.62 1.17 1.53 1.47 1.45 0.16 0.72 0.99 0.8 1.16 1.09 NaN NaN 0.61 1.665328 RB6637_hypothetical protein 3528317 3528469 0.59 1.72 1.63 2.34 0.9 NaN 1.68 1.37 0.92 1 NaN NaN NaN NaN NaN6349 RB8325_hypothetical protein 4447029 4446139 0.19 1.28 2.36 1.53 2.14 NaN 1.72 1.11 0.89 1.22 NaN NaN NaN NaN NaN6929 RB933_hypothetical protein 493451 492825 NaN 1.01 2.1 1.94 NaN NaN NaN NaN NaN 0.68 NaN NaN NaN NaN NaN7079 RB957_Tyrosine recombinase xerD 505476 504889 NaN 1.04 1.64 2.07 NaN NaN NaN NaN NaN 0.83 NaN NaN NaN NaN NaN7324 RB9998_ABC transporter ATP-binding protein 5385937 5385104 0.95 1.33 1.57 1.23 1.28 0.65 0.96 1.14 1.53 1.5 0.63 -0.25 NaN 0.47 0.89
91 RB10137_protein containing DUF1590 5469772 5469551 0.86 1.66 2.03 2.31 2.03 NaN 1.34 0.79 0.58 0.87 NaN NaN NaN 0.03 2.12640 RB11077_Protein of unknown function, UPF0074 6006371 6005904 0.4 0.93 1.34 1.17 1.36 0.53 1.26 1 1.02 0.87 0.61 NaN NaN 0.55 1.99
1162 RB11952_secreted protein 6438438 6438043 NaN 0.76 2.7 2.36 1.28 NaN NaN NaN NaN 0.61 NaN NaN NaN NaN NaN1689 RB12806_conserved hypothetical protein 6911165 6910548 NaN 0.99 1.27 2.06 2.3 NaN NaN NaN NaN 0.62 NaN NaN NaN NaN NaN1913 RB13190_conserved hypothetical protein 7083077 7083229 0.19 1.18 1.23 1.98 0.71 NaN 1.75 1.37 1.06 0.99 1.02 NaN NaN NaN NaN3673 RB402_hypothetical protein 212820 213275 0.47 1.13 2.33 2.63 2.14 1.29 1.23 1.23 0.47 1.35 NaN NaN NaN 0.19 0.893862 RB4325_Planctomycete PGAMP 2228477 2228623 NaN 1.15 0.96 1.99 2.3 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN4849 RB5848_dnaK suppressor protein, 3066328 3065906 1.75 1.67 1.84 1.79 2.39 0.65 0.81 0.98 0.84 1.04 0.45 -0.61 NaN 0.20 0.675055 RB6207_conserved hypothetical protein, secreted 3252449 3253759 1.65 2.03 1.44 1.59 1.44 0.83 1.08 0.99 0.82 1.19 0.64 NaN -0.17 1.15 0.925211 RB6449_myosin-like membrane protein 3400438 3406236 NaN 1.44 1.41 2.28 0.88 NaN NaN NaN NaN 2.15 NaN NaN NaN NaN NaN6385 RB8384_ISXo8 transposase 4478623 4479924 0.83 1.3 2.1 1.79 1.61 NaN NaN NaN 1.6 1.02 NaN NaN NaN NaN NaN6543 RB865_hypothetical protein 458731 460359 0.99 1.16 1.21 1.49 1.47 0.64 1.52 1.31 1.34 1.9 0.63 0.27 NaN 0.47 1.697277 RB9908_hypothetical protein 5339497 5339649 0.41 1.33 1.8 2.42 1.23 NaN 1.79 1.61 1.1 1.17 NaN NaN NaN NaN NaN952 RB11603_conserved hypothetical protein 6256722 6256835 2.03 1.41 1.76 2.09 2.41 0.32 0.96 0.74 0.65 0.17 0.68 0.12 0.03 1.48 1.11
1538 RB1256_hypothetical protein 641044 640889 NaN 1.77 1.64 2.66 1.57 NaN NaN NaN NaN 0.2 NaN NaN NaN NaN NaN1641 RB12732_secreted protein containing DUF1501 6862068 6860800 0.1 1.12 1.5 1.61 3.01 NaN 1.62 0.99 1.3 0.91 NaN NaN NaN NaN 1.82
3845 RB4300_integrase 2214826 2215704 1.46 1.04 1.36 1.23 1.13 -0.12 1 1.14 1.11 1.12 0.57 NaN NaN 1.16 1.564638 RB550_secreted protein 306709 306296 1.65 2.18 2.32 2.16 2.04 -0.22 1.1 1 0.62 1.27 0.45 NaN 0.36 0.78 0.584900 RB5934_Squalene--hopene cyclase 3112260 3110275 NaN 1.56 NaN NaN NaN NaN NaN NaN NaN 0.87 NaN NaN NaN NaN NaN5034 RB6167_Putative transposase 3235937 3237064 NaN 1.14 1.74 1.75 1.38 NaN 1.61 NaN 1.43 1.34 NaN NaN NaN 0.37 NaN5046 RB6188_hypothetical protein 3244384 3244178 1.11 1.09 1.73 1.36 1.54 NaN 1.26 NaN 1.22 1.34 0.76 NaN NaN 0.94 2.225372 RB6709_Transposase IS3/IS911 3564146 3563856 1.4 1.26 1.39 1.33 2.08 NaN 1.13 0.91 1.14 0.88 0.39 NaN NaN 1.18 1.716373 RB8363_peptidase 4463592 4462387 NaN 1.53 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN1720 RB12851_conserved hypothetical protein 6926556 6926885 1.11 1.68 1.86 1.81 2.36 NaN NaN NaN NaN 1.25 NaN NaN NaN 0.42 NaN2881 RB2809_hypothetical protein 1459745 1459065 0.74 2.28 2.59 2.39 1.77 0.88 1.1 0.91 0.52 0.84 1.16 0.06 NaN 1.13 1.064669 RB5551_hypothetical protein 2889101 2891092 1.79 0.83 2.31 1.82 2.59 NaN 1.5 0.61 0.7 0.66 NaN NaN NaN 0.34 2.164949 RB6011_hypothetical protein 3150235 3150083 0.68 1.58 1.96 2.25 1.28 NaN 1.68 1.48 1.27 1.47 NaN NaN NaN NaN NaN5011 RB6131_hypothetical protein 3223482 3223790 0.69 1.22 1.44 1.16 1.18 0.19 0.53 1.31 0.92 1.65 0.85 0.31 NaN 1.64 1.575020 RB6144_hypothetical protein 3228305 3228189 1.14 1.81 2.94 2.16 2.46 -0.08 0.74 0.74 0.33 1.21 0.75 NaN NaN 1.83 1.785583 RB706_ISxac3 transposase 378430 379308 1.17 0.88 1.21 1.29 1.03 NaN 1.27 1.19 1.13 1.27 0.59 NaN NaN 0.90 1.64169 RB10271_ribonuclease H 5552547 5552071 1.02 1.24 1.97 1.77 1.41 0.58 1.58 1.09 1.38 1.91 NaN NaN NaN 0.93 1.06
2481 RB2185_hypothetical protein 1152681 1152529 0.79 1.76 1.92 2.61 1.04 NaN NaN 1.84 1.37 1.45 NaN NaN NaN NaN NaN2532 RB2268_peptide methionine sulfoxide reductase 1191389 1190541 1.17 2.4 2.34 2.01 1.59 0.62 0.86 1.49 0.77 2.06 1.41 -0.02 0.08 0.58 0.593376 RB3596_nitrogen fixation protein (NifU protein) 1868895 1869329 0.59 1.6 1.99 2.03 2.18 1.03 1.12 1.15 0.92 1.74 NaN 0.63 NaN 1.01 1.084448 RB520_conserved hypothetical protein 284989 286116 1.73 2.32 1.47 2.04 2.31 0.25 1.09 0.69 0.51 1.02 0.52 NaN 0.80 1.29 1.026756 RB9023_hypothetical protein 4808850 4809074 NaN NaN NaN 1.8 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN863 RB11438_conserved hypothetical protein 6197926 6197762 NaN 0.7 2.55 2.86 2.12 NaN NaN NaN NaN 0.35 NaN NaN NaN NaN NaN
1076 RB11813_conserved hypothetical protein 6366331 6366573 0.65 1.08 1.19 1.6 0.79 0.52 1.74 NaN 1.64 1.82 0.92 NaN NaN 0.92 1.701101 RB11855_conserved hypothetical protein 6383765 6383460 NaN 1.06 1.57 1.62 1.59 NaN NaN NaN NaN 2.42 NaN NaN NaN 1.30 NaN1130 RB11909_conserved hypothetical protein 6410157 6410663 1.59 1.64 1.33 1.91 2.35 NaN 1.09 NaN NaN 0.91 NaN NaN NaN NaN NaN2300 RB1872_hypothetical protein 966053 966169 1.26 1.1 1.69 1.29 1.18 0.88 1.75 1.42 1.68 1.39 0.87 NaN NaN 0.70 1.965035 RB6168_hypothetical protein 3236689 3237315 0.88 1.29 2.17 1.68 1.74 NaN 1.49 1.16 1.66 1.89 0.83 NaN NaN NaN NaN880 RB11475_conserved hypothetical protein 6209468 6209641 1.27 1.46 1.72 1.71 1.07 NaN NaN NaN 1.53 1.68 1.21 NaN NaN 1.43 2.30
1427 RB12387_conserved hypothetical protein 6665894 6665742 0.58 1.63 1.91 2.63 1.15 NaN 2.01 1.87 1.48 1.27 NaN NaN NaN NaN NaN1719 RB12850_Rhodopirellula transposase 6926553 6925624 1.47 1.81 2.07 1.71 2.16 NaN 1.38 0.81 1.02 1.15 NaN NaN NaN 0.99 NaN2031 RB1394_hypothetical protein 711994 711758 1.68 1.17 1.14 0.83 2.54 0.79 1.03 1.64 1.8 1.08 1.05 0.01 0.05 1.10 1.215390 RB6736_ISXo8 transposase 3578852 3577551 NaN 1.44 2.13 1.82 1.44 NaN NaN 1.39 1.4 1.04 NaN NaN NaN NaN NaN5400 RB6751_chaperone ClpB 3586111 3588690 1.94 1.74 1.51 1.57 2.12 0.87 1.27 0.77 1.09 1.45 NaN NaN NaN 0.24 1.215697 RB723_hypothetical protein 388051 388233 1.16 1.16 1.42 1.29 1.53 0.44 2.21 1.61 1.82 0.75 1.03 NaN NaN 0.99 2.377066 RB955_hypothetical protein 504140 503514 NaN 1.25 2.49 2.5 1.37 NaN 1.66 NaN NaN 1.03 NaN NaN NaN NaN NaN180 RB10292_conserved hypothetical protein, secreted 5559646 5561391 2.36 1.38 1.43 1.25 2.65 0.29 1.38 0.77 0.77 0.33 0.68 NaN NaN 0.91 2.01
4679 RB5567_hypothetical protein 2897766 2897566 1.82 1.95 2.84 2.55 2.64 0.45 0.79 0.49 0.46 0.5 NaN NaN NaN 1.07 1.554950 RB6012_ISXo8 transposase 3151547 3150246 NaN 1.3 2.31 2 NaN NaN NaN NaN NaN 0.81 NaN NaN NaN NaN NaN2256 RB1789_conserved hypothetical protein 925861 926592 1.6 1.27 1.52 1.44 1.85 0.85 1.61 1.41 1.57 1.66 0.63 NaN NaN 0.39 1.103611 RB3929_hypothetical protein 2034407 2034243 NaN 1.17 2.41 2.79 1.83 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN6933 RB934_Putative transposase 494203 493076 0.99 1.44 2.21 2.24 1.63 0.39 1.81 NaN 1.86 1.84 NaN NaN NaN 1.28 NaN1277 RB12150_conserved hypothetical protein 6556901 6557062 2.39 0.99 1.63 1.08 2.5 0.27 0.87 1.22 0.92 0.84 1.04 0.27 0.50 1.83 1.614552 RB5371_hypothetical protein 2774829 2775158 1.52 1.51 1.62 1.76 2.23 NaN 1.85 NaN NaN 1.04 NaN NaN NaN NaN NaN5369 RB6706_hypothetical protein 3560942 3560829 1.61 1.64 1.94 1.78 1.96 NaN NaN 1.27 1.25 1.13 NaN NaN NaN NaN 1.311119 RB1189_Transposase IS3/IS911 606838 607128 1.78 1.36 1.58 1.62 2.24 NaN 1.36 1.16 1.32 1.04 NaN NaN NaN 1.27 1.811135 RB11918_protein containing DUF971 6415701 6415297 1.94 1.36 1.56 1.31 1.58 0.55 1.87 1.29 1.42 2.14 0.61 NaN NaN 0.92 1.731525 RB1254_hypothetical protein 640610 640747 1.42 0.87 1.27 1.36 1.05 NaN 1.38 1.1 0.9 0.62 0.77 NaN NaN 1.07 2.444656 RB5523_hypothetical protein 2860984 2860709 1.79 2.07 2.19 2 1.98 0.06 1.31 1.11 1.02 2.52 NaN NaN NaN 0.31 0.805534 RB6982_ABC transporter ATP-binding protein 3715019 3715879 1.73 2.07 1.16 2.5 2.8 NaN 1.2 0.84 0.74 1.18 0.10 NaN NaN 0.88 NaN6264 RB8177_membrane protein 4371052 4375008 1.19 1.53 NaN 0.56 1.96 0.19 2.31 1.68 1.68 0.23 NaN NaN NaN NaN 0.996374 RB8365_membrane protein 4463903 4463631 1.68 2.07 2.01 1.91 1.58 1.34 1.44 1.32 1.35 1.78 0.35 -0.39 NaN 0.64 0.397303 RB9955_secreted protein containing DUF1552 5363605 5362247 2.2 1.61 1.23 1.54 2.42 NaN 1.17 0.94 1.44 2.27 -0.05 NaN NaN 0.65 1.487319 RB9986_hypothetical protein 5380717 5380379 NaN 1.13 2.34 NaN 1.46 0.48 1.66 1.46 1.08 1.75 NaN NaN NaN 0.26 0.351046 RB11750_integrase 6328357 6329235 1.85 1.37 1.62 1.64 1.31 NaN 1.69 1.68 1.46 1.44 0.91 NaN NaN 1.59 2.021178 RB11981_ABC transporter (substrate-binding protein) 6459460 6460413 0.65 0.9 0.98 1.25 0.92 1.22 1.57 1.13 1.45 1.58 0.89 0.13 NaN 0.80 1.411852 RB13093_secreted protein 7025577 7025101 0.75 0.71 2.81 1.96 2.38 1.01 1.86 1.59 1.7 1.59 NaN NaN NaN 0.45 -0.424551 RB5370_Rhodopirellula transposase 2774826 2773897 2.09 1.52 1.6 1.43 2.23 NaN 1.73 1.19 1.3 1.34 NaN NaN NaN 0.64 2.114859 RB5867_hypothetical protein 3077578 3077730 NaN 1.38 1.24 1.92 0.85 NaN 1.9 1.42 1.13 0.88 NaN NaN NaN NaN NaN5176 RB6395_conserved hypothetical protein 3364879 3367215 1.71 2.06 1.92 2.57 2.44 0.7 1.39 0.97 0.79 1 0.62 NaN NaN 0.74 0.986851 RB9198_hypothetical protein 4918032 4918208 NaN NaN 0.99 2.24 NaN NaN NaN NaN NaN 1.44 NaN NaN NaN NaN NaN
1124 RB1190_integrase 607131 608009 1.49 0.98 0.98 1.36 1.31 0.09 1.29 1.32 1.33 0.84 0.76 NaN NaN 1.51 1.745323 RB663_hypothetical protein 357608 357369 1.71 2.53 1.69 2.53 2.32 0.58 0.86 0.71 0.7 0.84 1.24 0.49 0.32 1.78 0.951175 RB11977_conserved hypothetical protein 6455958 6456548 1.94 1.5 1.06 1.13 2.45 NaN 1.17 1.41 1.63 1.39 1.79 0.35 0.17 1.49 0.391690 RB12808_secreted protein 6912350 6911241 NaN 1.48 2.14 2.29 2.46 NaN 1.57 0.83 NaN 0.71 NaN NaN NaN NaN 1.58697 RB11176_protein containing DUF442 6065605 6065144 1.86 1.3 1.31 1.03 1.68 1.47 2.33 1.86 2.06 1.26 0.54 -0.05 0.84 0.70 1.63960 RB11618_type I restriction-modification system, M subunit, 6263708 6265366 NaN 1.36 2.25 2.3 2.42 NaN NaN NaN NaN 0.62 NaN NaN NaN NaN NaN
168 RB10270_phytoene dehydrogenase 5551969 5550356 2.81 2.15 1.46 1.89 2.82 NaN NaN NaN NaN 0.6 0.22 NaN NaN 1.03 NaN2204 RB170_Transposase IS3/IS911 89333 89623 2.16 2.34 2.99 2.58 2.59 NaN 1.99 1.46 1.54 1.47 NaN NaN NaN 1.65 1.343935 RB4438_Pyridoxamine 5'-phosphate oxidase- 2278247 2278729 1.77 2.65 2.52 2.37 2.88 1.37 1.7 1.79 1.44 1.94 1.43 0.68 1.95 1.69 0.87
37 RB10049_RNA polymerase ECF-type sigma factor 5419507 5420160 3.14 2.35 1.46 1.8 3.18 1.19 1.76 1.78 1.82 1.17 1.06 NaN NaN 1.80 1.27174 RB10279_heat shock protein, Hsp20 family 5557118 5557573 2.84 2.75 3.26 3.43 4.02 NaN 0.82 0.15 0.29 -0.16 0.23 0.26 NaN 0.25 -0.19175 RB10283_small heat shock protein 5557737 5558060 4.58 3.65 3.68 3.44 4.53 1.12 2.11 1.13 1.36 0.77 1.11 0.72 NaN -0.02 0.12227 RB10378_Thioredoxin 5610497 5610063 1.15 1.08 1.3 0.95 1.7 1.96 1.86 1.93 2.17 1.51 1.62 1.18 1.49 1.21 0.32393 RB10665_hypothetical protein 5789912 5790514 1.75 1.7 1.95 2.35 1.67 1 1.88 1.27 1.19 0.91 2.08 1.61 1.48 2.55 1.40431 RB10728_secreted protein 5831649 5832047 2.96 1.76 1.22 1.68 3.22 2.48 2.76 2.28 2.67 1.29 2.07 0.36 NaN NaN 0.83534 RB10896_secreted protein 5917040 5916555 2.1 0.74 1.24 1.32 2.06 2.08 2.24 2.03 2.9 1.48 1.74 0.38 0.42 1.33 0.63557 RB10936_hypothetical protein 5934348 5934518 2.64 1.63 1.78 1.12 2.91 NaN NaN NaN NaN 1.52 NaN NaN NaN NaN NaN568 RB10954_hypothetical protein 5940749 5940318 1.78 1.56 1.7 1.06 1.33 0.54 1.91 1.92 2.08 1.66 0.31 1.15 3.01 1.15 -0.36751 RB11260_dnaK suppressor protein, 6107202 6106837 2.55 1.66 1.53 1.15 1.85 0.91 2.02 1.46 2.02 1.82 0.85 0.12 1.11 1.08 0.45838 RB11397_SOUL heme-binding protein 6178540 6179163 3.24 1.45 0.66 1.73 2.66 1.78 1.87 1.98 2.16 1.51 0.46 -0.19 0.00 0.87 0.68839 RB11399_Putative thiol-disulphide oxidoreductase DCC 6179167 6179565 3.28 2.09 0.91 1.03 2.58 1.65 1.86 1.89 2.22 1.84 0.55 -0.44 0.05 0.42 0.56901 RB11504_conserved hypothetical protein 6221285 6221067 3.88 2.65 1.32 1.84 3.56 1.47 2.2 2.56 2.1 1.47 1.97 1.10 3.37 3.38 1.17907 RB11515_conserved hypothetical protein 6224420 6224644 NaN 3.69 4.04 4.65 3.72 0.39 NaN NaN NaN 2.74 NaN NaN NaN 1.79 NaN935 RB11566_conserved hypothetical protein 6243111 6243698 2.45 1.91 2.2 1.55 2.51 1.16 NaN 1.77 1.85 1.84 0.59 NaN NaN -0.03 1.23
1044 RB11749_Transposase IS3/IS911 6328064 6328354 2.08 2.18 2.92 2.56 2.61 0.34 1.75 1.54 1.38 1.07 0.80 NaN NaN 1.53 1.641136 RB11919_Dihydroxy-acid and 6-phosphogluconate dehydratase 6417713 6415698 2.1 2.4 1.34 2.54 2.51 NaN 1.69 NaN NaN 1.21 NaN NaN NaN NaN NaN1230 RB12067_conserved hypothetical protein 6510236 6510559 2.71 1.93 2.49 1.78 2.08 NaN 2.25 1.57 1.82 2.73 0.06 NaN 0.87 0.16 0.461336 RB12243_conserved hypothetical protein 6596256 6596423 NaN 2.82 1.74 2.35 3.19 NaN NaN 0.91 NaN 0.71 1.11 NaN NaN 3.56 NaN1338 RB12247_conserved hypothetical protein 6597048 6596824 4.03 1.35 0.91 1.62 3.47 1.76 1.71 1.75 2.07 0.76 NaN 0.26 NaN 2.33 0.531353 RB12276_conserved hypothetical protein 6605112 6605444 3.04 1.6 1.31 1.29 3.7 NaN 1.39 NaN NaN 0.28 1.41 1.11 2.02 2.62 2.881530 RB1255_hypothetical protein 640910 640755 NaN 1.56 1.96 3.22 2.13 NaN NaN NaN NaN 0.67 NaN NaN NaN NaN NaN1650 RB12746_Formamidopyrimidine-DNA glycolase 6869843 6870727 3.07 2.05 1.91 2.07 3.87 NaN NaN NaN NaN 0.87 0.18 NaN NaN 1.38 0.111707 RB12830_conserved hypothetical protein 6920508 6920200 2.35 2.07 2.16 1.83 2.5 0.42 1.41 1.37 1.36 2.11 0.60 NaN NaN 0.46 0.481708 RB12831_Glycosyltransferase 6921326 6920532 2.57 2.11 2.1 1.53 2.55 0.88 1.46 1.31 1.46 2.12 0.72 NaN NaN -0.06 -0.161709 RB12833_conserved hypothetical protein 6921305 6921634 2.37 1.37 1.28 0.99 1.64 0.51 1.43 1.38 1.45 1.09 1.69 0.67 1.25 1.14 0.861766 RB12936_conserved hypothetical protein 6965872 6964130 2.98 2.24 1.75 2.1 2.84 1.58 2.17 1.67 2.01 1.32 0.69 NaN NaN 1.32 0.931768 RB12940_Transposase IS3/IS911 6966246 6966536 1.92 1.99 2.44 2.31 2.5 0.17 1.76 1.36 1.57 1.4 NaN NaN NaN 1.53 1.811885 RB13142_Planctomycete PGAMP 7051226 7050849 NaN 1.81 3.01 3.02 2.95 NaN NaN NaN NaN 0.53 NaN NaN NaN NaN NaN1933 RB13222_SOUL heme-binding protein 7094714 7094088 NaN 4.96 3.54 5.02 NaN 0.57 2.95 NaN NaN 3.86 1.32 NaN NaN 1.72 0.551954 RB13257_2-hydroxy-6-ketonona-2,4-dienedioic acid hydrolase 7105590 7106450 2.31 1.99 2.15 2.04 2.67 1.46 2.28 1.99 2.47 1.53 2.28 1.09 0.77 1.91 1.032023 RB138_Sigma factor, ECF-like 60872 61516 2.67 2.15 2.18 1.98 3.59 0.3 1.81 1.17 1.3 1.28 0.51 NaN NaN 1.38 1.932219 RB1722_hypothetical protein 897688 899643 NaN 2.57 1.26 2.08 4.18 NaN NaN NaN NaN -0.12 NaN NaN NaN 1.81 NaN2221 RB1728_membrane protein containing DUF1206 899954 900811 2.71 1.67 1.42 1.27 2.42 NaN NaN 1.07 NaN 1.01 0.86 NaN 0.73 1.74 0.862222 RB1729_hypothetical protein 901146 900784 2.76 2.09 1.4 1.83 2.95 NaN NaN NaN NaN 0.82 1.13 NaN NaN 3.11 1.193118 RB3196_hypothetical protein 1650093 1650422 1.35 2.98 2.87 2.62 2.2 0.72 0.88 1.31 0.59 1 1.47 1.22 1.49 2.28 1.983573 RB3871_transposase of IS5377-like element 2001638 2002954 NaN 2.86 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN3842 RB4299_Transposase IS3/IS911 2214533 2214823 2.37 1.83 2.19 2.1 2.72 0.67 1.89 1.66 1.46 1.63 1.03 NaN NaN 1.81 1.693907 RB4397_protein containing DUF1560 2263976 2264143 2.96 1.84 1.69 1.93 2.8 1.03 2.53 1.89 1.93 0.73 1.77 0.36 1.41 2.56 1.923927 RB4426_hypothetical protein 2275786 2275604 1.87 1.47 2.12 1.81 2.65 NaN NaN NaN NaN 0.75 NaN NaN NaN 1.31 NaN3933 RB4433_Ferritin and Dps 2277208 2277696 2.04 2.09 2.15 2.15 2.39 1.68 2.19 2.25 1.95 3.36 0.73 0.32 1.48 1.20 0.144193 RB4811_ISPg4, transposase 2465768 2467084 NaN 3.18 0.82 2.21 3.4 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN4194 RB4812_secreted protein 2467011 2467289 NaN 2.51 1.26 1.89 2.73 NaN NaN NaN NaN 0.77 NaN NaN NaN NaN NaN4441 RB519_hypothetical protein 285036 284872 NaN 3.4 1.73 3.64 NaN NaN NaN NaN NaN 0.77 NaN NaN NaN NaN NaN4454 RB521_hypothetical protein 286399 286208 2.31 3.53 1.7 3.68 3.4 0.58 1.78 1.61 0.88 0.9 2.10 0.86 2.64 3.43 2.064473 RB5238_hypothetical protein 2697775 2697996 2.22 2.97 2.66 2.71 3.64 1.18 1.77 1.77 1.55 2.57 0.91 NaN NaN 2.06 -0.364876 RB5888_Transposase IS3/IS911 3087636 3087346 2.09 1.93 2.22 2.23 2.46 0.74 1.83 1.7 1.49 1.31 1.10 NaN NaN 1.59 2.024902 RB5938_hypothetical protein 3113484 3112372 2.78 3.47 2.57 3.21 4.02 1.95 2.41 2.44 2.01 3.07 0.90 NaN 0.11 1.77 1.285223 RB6469_ABC transporter ATP-binding protein 3419515 3420273 2.01 2.43 2.3 2.19 2.6 0.35 1.11 0.9 0.67 1.5 NaN NaN NaN 1.33 0.645483 RB6888_secreted protein containing DUF1573 3662449 3661187 2.43 2.14 2.92 2.56 3.35 NaN 1.01 0.61 0.36 0.4 NaN NaN NaN 1.23 0.865506 RB6928_hypothetical protein 3678479 3678961 1.51 1.3 0.93 0.75 1.8 2.84 3.25 2.53 2.76 1.05 1.12 NaN NaN 0.85 2.645772 RB7381_membrane protein 3950326 3949595 2.37 2.34 2.98 2.54 3.08 NaN 1.47 1.04 0.6 0.88 0.52 0.08 NaN 0.90 1.005926 RB7616_protein containing DUF162 4094752 4094087 2.27 1.96 0.91 2.19 2.44 0.69 1.96 1.08 1.45 1.08 NaN NaN NaN NaN 1.08
6247 RB8146_hypothetical protein 4355122 4354667 2.38 1.9 1.8 1.46 2.31 0.5 0.95 1.18 1.43 1.21 0.86 0.07 0.98 1.71 1.456475 RB8534_hypothetical protein 4552802 4552930 NaN NaN 1.79 2.24 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN6726 RB8969_Chaperonin Cpn10 4779554 4779859 3.13 1.42 1.02 2.03 2.8 NaN NaN NaN NaN 0 NaN NaN NaN NaN NaN6728 RB8970_GroEL 4779905 4781527 2.95 2.09 1.45 1.92 2.31 0.9 1.7 0.94 1.52 1.6 NaN NaN NaN 0.44 0.596732 RB8976_conserved hypothetical protein 4783568 4783846 NaN 2.49 NaN 3.55 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN6739 RB8987_hypothetical protein 4790856 4790710 NaN 2.38 2.4 3 2.86 NaN 1.93 NaN 1.51 1.27 NaN NaN NaN 1.13 NaN6798 RB9105_Heat shock protein Hsp70 4868834 4866720 3.47 2.63 1.82 2.12 3.28 0.27 1.39 0.44 0.99 0.62 0.54 NaN NaN 0.82 0.196870 RB9230_hypothetical protein 4936673 4936996 2.43 1.64 2.13 2.07 2.1 0.78 2.2 1.84 1.43 1.64 NaN NaN NaN 0.59 1.736879 RB924_hypothetical protein 490400 489774 NaN 1.89 3.08 2.52 NaN NaN NaN NaN NaN 1.11 NaN NaN NaN NaN NaN7203 RB9787_hypothetical protein 5270904 5270719 NaN 2.32 3.29 3.54 2.73 NaN NaN NaN NaN 0.99 NaN NaN NaN NaN NaN7221 RB9810_transposase of IS5377-like element 5283122 5284438 NaN 2.83 NaN 1.64 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN7222 RB9811_secreted protein 5284365 5284673 1.92 2.37 1.61 1.76 2.44 NaN 1.42 1.01 0.75 0.97 0.68 NaN NaN 2.79 1.617276 RB9907_ISXo8 transposase 5338185 5339486 1.44 1.83 1.92 1.7 1.83 NaN 1.74 1.79 1.46 1.23 1.58 NaN NaN 1.95 NaN7325 RB9999_conserved hypothetical protein 5386828 5385983 NaN 1.72 2.72 2.41 2.49 0.6 2.41 1.95 2.81 2.1 0.35 NaN NaN 1.25 1.35519 RB10877_membrane protein 5905128 5903767 2.42 2.15 1.6 2.35 2.78 NaN 1.1 0.58 0.34 1.55 NaN NaN NaN 0.26 0.08
1114 RB11878_peptide methionine sulfoxide reductase msrA 6396598 6397104 2.32 1.06 0.93 0.2 2.06 1.12 1.66 1.24 1.61 0.69 -0.14 -0.31 NaN 0.24 0.142029 RB1391_cell division inhibitor- 710780 709164 1.84 0.65 0.16 0.14 2.02 0.88 1.45 1.66 2.53 1.06 0.30 -0.22 0.56 0.77 0.252555 RB2303_RNA POLYMERASE SIGMA-E FACTOR 1204509 1205219 0.99 1.22 NaN 1.42 1.21 0.99 1.26 0.72 0.84 2.04 NaN NaN NaN -0.11 0.153872 RB4347_conserved hypothetical protein 2235735 2236205 1.57 1.49 0.55 0.55 1.14 1.71 1.69 1.93 1.74 2.61 -0.15 0.65 1.44 1.22 -1.063930 RB4429_conserved hypothetical protein 2275996 2276265 1.62 1.57 1.33 0.93 1.77 0.94 1.19 1.4 1.21 2.29 0.07 -0.51 1.16 -0.57 -0.815275 RB655_conserved hypothetical protein, UCP012641 family 354993 353953 1.74 1.62 0.13 1.2 1.51 0.57 1.57 0.81 0.94 2.32 NaN NaN NaN -0.22 NaN7321 RB9990_hypothetical protein 5381822 5381983 NaN NaN NaN 0.91 NaN NaN NaN NaN NaN 2.14 NaN NaN NaN NaN NaN192 RB10319_hypothetical protein 5577574 5577771 1.63 1.38 0.52 0.78 1.46 0.81 1.83 2.23 1.98 1.41 NaN NaN NaN NaN NaN
1936 RB13228_conserved hypothetical protein 7097952 7098302 2.64 1.45 1.11 1.31 1.14 NaN NaN NaN NaN 1.85 NaN NaN NaN 0.18 0.172807 RB2682_hypothetical protein 1393781 1393530 1.11 0.9 1.08 0.58 1.3 1.39 1.59 1.56 1.23 1.77 1.03 0.13 1.55 0.75 -0.14656 RB11107_secreted protein 6021425 6022102 1.37 0.92 0.75 0.94 1.44 0.98 NaN 2.16 2.42 2.37 NaN NaN NaN NaN 1.43
1855 RB13097_membrane protein 7027310 7026795 NaN NaN 1.62 0.86 1.62 0.85 1.37 1.48 1.56 1.45 NaN NaN NaN NaN NaN5819 RB7451_hypothetical protein 3994530 3994706 NaN NaN NaN NaN NaN NaN NaN NaN NaN 1.87 NaN NaN NaN NaN NaN237 RB10396_conserved hypothetical protein, membrane 5620857 5620009 NaN NaN NaN NaN NaN NaN NaN NaN NaN 1.62 NaN NaN NaN NaN NaN
6028 RB7765_secreted protein 4160757 4160044 NaN NaN 0.79 0.63 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN6980 RB9411_ISPg4, transposase 5048517 5049893 NaN 1.97 -0.26 0.68 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN5280 RB6556_protein containing DUF1501 3482471 3481050 NaN 0.76 NaN 0.63 1.32 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN3170 RB3276_hypothetical protein 1685794 1686438 NaN NaN NaN 0.64 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN7204 RB9788_hypothetical protein 5270809 5271042 NaN NaN NaN 0.67 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN5050 RB6194_hypothetical protein 3246119 3245988 NaN NaN NaN 0.68 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
2324 RB1909_Globin 992934 993434 NaN NaN NaN NaN 0.08 1.4 1.44 1.85 1.1 -0.19 0.09 NaN NaN -0.32 2.104326 RB5003_Rh-like protein/ammonium transporter 2572662 2574158 -0.2 0.03 -0.01 0.14 0.1 2.11 1.81 1.18 1.39 0.46 0.98 -0.12 -0.33 0.62 1.92510 RB10862_Rhs family protein 5896997 5898142 0.46 -0.01 -0.13 NaN 0.33 1.57 1.76 1.11 1.32 0.14 0.00 0.04 NaN 0.03 0.67
1063 RB11798_conserved hypothetical protein 6360319 6360450 0.16 -0.04 0.15 -0.03 -0.03 1.06 0.78 1.29 0.8 0.55 0.76 -0.09 NaN -0.07 0.883519 RB379_ferredoxin--nitrite reductase 194217 196058 NaN NaN NaN NaN NaN 1.06 1.32 1.19 1.03 -0.04 -0.09 0.16 NaN NaN NaN4144 RB4742_Universal stress protein 2433589 2432615 0.67 NaN NaN NaN -0.14 0.58 1.67 1.29 0.86 NaN NaN NaN NaN NaN NaN5757 RB7341_HEMAGGLUTININ/HEMOLYSIN-RELATED PROTEIN 3913925 3936541 0.56 0.15 -0.51 -0.41 -0.46 0.82 2.11 1.12 1.93 0.86 NaN NaN NaN NaN NaN108 RB10167_hypothetical protein 5497096 5496917 0.31 -0.16 -0.09 -0.1 0.67 0.67 1.39 1.1 1.08 0.41 0.24 NaN NaN 0.25 0.63
1105 RB11862_conserved hypothetical protein, secreted 6387327 6387157 0.34 -0.22 -0.16 -0.09 0.59 0.27 1.29 0.77 1.16 0.05 0.72 -0.13 0.11 0.95 0.151113 RB11877_thiophene and furan oxidation protein 6395113 6396510 0.16 -0.03 0.11 -0.12 0.3 1.4 1.35 1.23 1.6 0.67 NaN -0.23 NaN -0.08 0.281526 RB12541_thioredoxin 6756939 6758414 NaN 0.03 -0.1 NaN NaN 0.52 1.53 0.69 NaN 0.23 NaN NaN NaN NaN NaN1681 RB12795_secreted protein 6902552 6904978 0.73 0.04 -0.47 -0.42 1.24 1.23 0.97 0.98 1.41 -0.32 NaN -0.15 -0.58 NaN NaN2106 RB1517_Lipoprotein releasing system ATP-binding protein lolD 776879 776190 -0.15 0.16 0.09 -0.2 0.47 0.56 1.29 0.77 1.09 0.5 NaN NaN NaN NaN 0.573491 RB375_conserved hypothetical protein 189235 190170 -0.21 NaN NaN 0.46 0.28 1.81 2.03 1.68 1.33 0.27 NaN NaN NaN NaN NaN4145 RB4744_universal stress family protein 2434533 2433604 0.49 0.64 NaN NaN 0.35 1.15 1.31 1.07 0.84 0.11 0.07 NaN NaN -0.24 NaN6472 RB8530_hypothetical protein 4550886 4550725 0.53 0.07 0.21 -0.23 0.01 1.16 1.57 1.19 1.28 0.3 0.49 0.02 0.12 0.59 1.437171 RB973_Lipolytic enzyme, G-D-S-L 511727 509484 0.34 0.1 -0.19 -0.05 0.32 0.76 1.31 0.7 0.76 0.04 0.45 0.26 0.73 0.35 0.57234 RB10391_membrane protein 5615419 5616087 0.22 0.14 -0.04 0.17 0.72 0.75 1.46 0.95 1.03 0.61 0.36 NaN NaN 0.19 1.06604 RB11011_conserved hypothetical protein, secreted 5971127 5970582 1.01 0.35 -0.03 -0.34 0.88 0.67 1.35 0.97 1.22 0.47 0.07 -0.31 NaN 0.23 0.79675 RB11137_hypothetical protein 6041524 6042972 0.56 0.19 0.1 NaN 0.35 1.26 1.27 1 1.31 0.71 0.03 0.07 -0.24 -0.06 0.22
1682 RB12797_conserved hypothetical protein 6905009 6905182 0.99 1.05 -0.34 0.28 1.1 1.47 2.4 1.89 2.17 0.97 -0.37 NaN NaN 0.71 1.371972 RB13294_conserved hypothetical protein 7127129 7127677 0.47 0.43 0.56 0.32 0.79 0.45 1.29 0.5 1.39 0.78 NaN NaN NaN 0.38 1.252111 RB1522_protein containing DUF1559 777494 778657 1.26 0.87 0.56 0.77 1.1 1.85 1.9 1.6 1.82 0.42 0.60 -0.13 NaN 0.66 1.694325 RB5001_hypothetical protein 2572354 2572665 0 0.39 0.91 0.7 0.48 1.64 1.85 1.6 1.13 0.88 NaN 0.49 0.16 1.26 2.626262 RB8174_conserved hypothetical protein 4367851 4368960 1.27 0.78 -0.25 0.52 1.5 0.81 1.4 0.97 1.37 0.02 -0.24 0.42 -0.23 -0.09 0.806891 RB9268_flagellar protein FlbD family protein 4955675 4955920 NaN 0.38 -0.12 0.39 0.8 NaN NaN NaN NaN 0.2 NaN 0.39 NaN 0.47 NaN7290 RB9930_hypothetical protein 5349331 5348975 1.43 0.58 0.16 0.57 0.88 0.76 0.98 1.1 0.97 0.64 0.83 NaN NaN 0.12 0.52537 RB10902_hypothetical protein 5918562 5918819 NaN 0.45 0.15 0.74 0.27 NaN 1.44 1 0.7 0.69 NaN NaN NaN 0.01 NaN
1642 RB12734_conserved hypothetical protein, secreted 6863889 6862186 1.07 0.18 0.43 0.01 1.36 0.49 1.15 0.96 1.21 0.05 0.42 NaN NaN 0.83 1.191656 RB12752_HtrA-like serine protease 6871994 6873523 1.14 0.63 0.34 NaN 1.4 0.75 1.87 1.18 1.52 0.67 0.37 NaN NaN 0.07 0.772080 RB1477_arylsulfatase precursor 755327 756943 -0.06 0.36 0.39 NaN 1.59 0.9 1.72 1.26 1.13 0.4 NaN NaN NaN NaN 1.623413 RB3646_hypothetical protein 1895252 1895407 NaN 0.39 NaN NaN 0.3 NaN 1.54 NaN NaN 1.28 NaN NaN NaN NaN NaN5010 RB6127_secreted protein 3223592 3219093 NaN 0.57 -0.12 0.19 0.79 NaN 1.3 0.69 1.12 1.56 NaN NaN NaN NaN 0.535699 RB7233_hypothetical protein 3840182 3840385 0.57 0.58 0.84 0.75 1.08 1.13 1.32 1.17 1.48 0.8 1.83 0.65 0.15 0.93 0.225740 RB7299_ribosomal protein S6 modification protein 3878200 3879417 0.84 0.84 0.44 0.75 0.9 0.75 1.22 0.5 1.14 1.16 0.52 0.27 NaN 0.40 0.606607 RB8773_Band 7 protein 4665094 4663364 NaN 0.24 0.04 0.31 NaN NaN NaN NaN NaN 0.54 NaN NaN NaN NaN NaN639 RB11075_Bacterial regulatory protein, MarR 6005727 6005224 -0.12 0.09 0.75 0.44 1.85 0.23 1.12 0.93 1.11 0.37 0.16 0.05 NaN 0.94 1.03
1016 RB11698_conserved hypothetical protein, secreted 6308550 6307780 0.6 0.18 0.61 0.9 1.2 NaN 0.98 0.88 1.01 0.78 0.52 NaN NaN 0.15 1.881106 RB11863_RecA bacterial DNA recombination protein 6388538 6387411 1.18 0.2 0.4 0.83 0.81 0.5 1.21 0.61 1.21 0.87 0.97 -0.20 NaN 0.43 0.921670 RB12773_twitching motility protein PilT 6884826 6885932 0.69 -0.52 0.41 0.12 0.8 0.69 1.13 1.22 1.4 1 1.26 0.08 0.84 1.15 1.17755 RB11269_CYTOCHROME C SIGNAL PEPTIDE PROTEIN 6109738 6110583 0.5 0.48 0.35 0.43 1.11 NaN 1.4 0.79 1.07 0.7 1.69 0.55 0.15 1.45 0.38886 RB11484_conserved hypothetical protein 6212742 6212611 1.12 0.43 0.46 0.31 0.64 0.5 0.83 0.68 1.16 0.2 0.64 0.31 NaN 0.69 1.12
4423 RB5167_hypothetical protein 2658500 2658366 0.75 0.91 -0.02 1.37 1.23 NaN 1.75 1.23 NaN 0.91 0.75 NaN NaN 0.74 0.645246 RB6500_Beta-ketoacyl synthase 3454800 3443803 NaN NaN -0.28 -0.06 NaN NaN NaN NaN NaN 1.03 1.09 NaN NaN NaN NaN5274 RB6549_membrane protein 3477191 3478189 NaN 0.18 0.64 0.57 0.1 NaN 1.34 0.45 1.16 1.3 NaN NaN NaN NaN 0.602363 RB1994_hypothetical protein 1050487 1051065 NaN 0.33 0.41 NaN 0.51 NaN NaN NaN NaN 0.76 NaN NaN NaN NaN NaN1447 RB12416_secreted protein 6679578 6680456 0.72 0 0.24 0.18 0.21 0.75 1.09 1.23 1.18 1.19 1.42 NaN NaN 1.00 1.24625 RB11050_Na+/Pi-cotransporter family protein 5991910 5990726 NaN 0.07 0.37 0.3 NaN NaN NaN NaN NaN 0.89 NaN NaN NaN NaN NaN
6248 RB8149_Carbon storage regulator 4355339 4355551 1.18 0.73 0.98 0.72 0.78 1.11 1.14 1.15 1.09 0.71 0.51 -0.17 NaN 0.39 0.341749 RB12897_secreted protein 6947028 6946117 NaN 0.62 0.5 0.18 0.38 NaN NaN NaN NaN 0.75 NaN NaN NaN NaN NaN6453 RB8504_hypothetical protein 4536996 4536661 NaN 0.56 0.76 0.9 0.63 0.48 1.85 0.94 1.29 0.96 0.86 NaN NaN 0.06 0.095700 RB7235_secreted protein 3840505 3841299 0.48 0.79 0.92 0.85 1.38 NaN 1.62 1.2 1.37 1.44 1.67 0.19 NaN 0.70 0.016536 RB8639_conserved hypothetical protein, secreted 4604495 4605874 NaN 0.32 0.68 0.17 1.03 NaN 1.21 0.72 0.89 0.37 1.16 NaN NaN 0.73 0.751851 RB13092_conserved hypothetical protein 7025003 7025143 0.26 -0.13 0.38 NaN 0.43 0.71 1.33 0.62 1.1 0.07 -0.22 -0.21 NaN 0.63 NaN6887 RB9260_secreted protein 4951242 4952522 0.38 0.9 0.56 0.48 0.16 1.26 1.32 1 1.05 0.49 0.20 -0.18 -0.39 -0.45 -0.02286 RB10478_conserved hypothetical protein, secreted 5681878 5682843 NaN 0.43 0.3 0.21 0.39 NaN NaN NaN NaN 0.52 NaN NaN NaN NaN NaN24 RB10033_hypothetical protein 5409271 5408291 0.92 0.47 0.03 0.6 0.87 0.87 1.02 0.94 1.31 0.46 0.43 -0.21 -0.18 0.11 -0.19
1012 RB11687_conserved hypothetical protein 6301412 6301528 NaN NaN NaN 0.23 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN5079 RB6244_hypothetical protein 3278979 3278695 NaN NaN NaN 0.24 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN581 RB10978_Small multidrug resistance protein 5947515 5947883 1.22 0.87 0.68 0.53 0.99 0.71 1.38 1.01 0.84 0.9 0.37 0.34 0.14 0.36 -0.06
6305 RB8247_hypothetical protein 4409386 4409183 NaN 0.39 0.42 NaN 0.65 NaN NaN NaN NaN 0.44 NaN NaN NaN NaN NaN1072 RB11807_secreted protein containing DUF1555 6363652 6364356 0.76 0.17 0.43 -0.32 0.15 0.67 0.88 0.61 1.21 0.01 0.47 -0.27 NaN 0.09 0.45
88 RB10134_Ribosomal protein L21 5469243 5468929 -0.48 -0.32 -0.19 -0.23 -0.86 0.36 -0.2 -0.08 -0.02 -0.2 -0.93 -0.85 NaN -1.39 -1.36281 RB10469_30S ribosomal protein S9 5678261 5677848 -0.67 -0.65 -0.39 -0.55 -0.89 -0.19 -0.43 -0.17 -0.11 0.19 -0.97 NaN NaN -1.41 -0.88378 RB10640_Elongation factor Ts 5774380 5775360 0.08 -0.66 -0.42 -0.74 -0.43 -0.53 -0.4 -0.11 -0.29 0.06 -0.82 NaN NaN -1.15 -0.20522 RB10880_2-methylthioadenine synthetase 5907340 5905907 -0.54 -0.23 -0.4 -0.62 -0.84 -0.31 -0.34 -0.3 -0.11 -0.09 -0.70 -0.59 NaN -1.20 -0.34577 RB1097_membrane protein 570281 569067 0.83 -0.28 -0.28 -0.03 -0.08 -0.09 0.08 0.3 0.39 0.13 -1.20 -1.31 NaN -1.93 -1.80597 RB1100_capsule biosynthesis protein CapC 570778 570278 0.46 0 -0.22 -0.12 -0.36 0.07 0.15 0.18 0.32 0.13 -1.33 -1.01 NaN -2.09 -2.91613 RB1103_capsule biosynthesis protein 572105 570780 1 -0.31 -0.3 -0.65 0.07 0.48 0.57 0.51 0.69 0.21 -1.08 NaN NaN -1.96 -2.52
2350 RB1964_hypothetical protein 1034475 1035977 -0.67 -0.15 0.03 -0.23 -0.67 -0.64 -0.86 -0.57 -0.72 0.26 -1.19 NaN NaN -1.35 -0.222645 RB2436_hypothetical protein 1268971 1267766 -0.62 -0.23 -0.01 -0.62 -0.85 -0.29 -0.48 0 -0.19 0.53 -0.32 -1.04 0.03 -0.86 -0.612986 RB2970_Phosphatidylethanolamine N-methyltransferase 1530415 1531200 -0.78 -0.14 -0.5 -0.64 -0.69 -0.09 -0.35 -0.02 -0.06 0.56 -0.75 NaN -0.36 -1.24 -1.304065 RB4633_SecD/SecF/SecDF export membrane protein 2371842 2375180 -0.01 -0.12 NaN NaN -0.48 -0.53 0.02 -0.15 -0.25 0.29 NaN NaN NaN NaN NaN4579 RB5411_hypothetical protein 2794516 2794623 -0.82 -0.35 -0.08 -0.16 -0.91 -0.24 -0.35 -0.54 -0.4 -0.4 -0.47 -0.93 -0.10 -1.24 -0.564749 RB5681_Trigger factor 2965080 2966843 -0.08 -0.26 NaN -0.27 -0.36 -0.68 0.1 -0.27 -0.19 0.36 NaN NaN NaN NaN NaN4824 RB5801_Ribosomal protein S15 3039583 3039852 -0.64 -0.65 -0.44 -0.4 -0.74 -0.13 -0.25 -0.26 -0.16 -0.19 -0.49 NaN NaN -1.48 -0.465102 RB6285_S-adenosyl-L-homocysteine hydrolase 3304945 3303599 -0.33 -0.06 0.24 0.04 -0.18 -0.59 -0.82 -0.52 -0.7 0.06 NaN NaN -0.10 -1.52 -0.855709 RB7247_glutamine synthetase II 3850538 3851638 0.01 -0.63 -0.22 -0.73 -0.7 -0.54 -0.7 -0.51 -0.5 -0.22 -1.27 NaN NaN -1.90 0.276036 RB778_secreted protein containing DUF1559 418773 417532 1.12 0.23 0.93 0.65 0.36 -0.43 0 0.03 -0.23 0.15 -1.18 NaN NaN -1.41 -1.956102 RB7897_Protein secE/sec61-gamma protein 4218945 4219403 0.16 -0.28 -0.05 -0.4 -0.45 -1.34 -1.06 -0.62 -0.76 0.07 NaN NaN NaN -1.67 -1.206432 RB8469_lysine/ornithine decarboxylase 4520779 4521975 0.05 -0.63 -0.28 -0.43 -0.65 NaN -0.35 -0.6 -0.81 0.07 NaN NaN NaN -1.22 NaN6507 RB8584_Nitrogen regulatory IIA protein 4577819 4578298 -0.88 -0.43 -0.66 -0.55 -1.07 -0.04 -0.49 -0.16 -0.04 0.11 -0.55 -0.53 -0.49 -1.15 -0.44258 RB10431_conserved hypothetical protein 5650397 5649426 -0.25 -0.82 -1.1 -1.59 -0.68 -0.48 -0.55 -0.14 -0.09 -0.81 -1.22 -1.14 -0.31 -1.90 -1.95
1576 RB12626_DNA-directed RNA polymerase alpha chain 6797797 6798792 -0.6 -0.81 -0.65 -0.05 -1.1 -0.02 -0.62 -0.23 -0.18 -0.28 -0.80 -0.66 -0.42 -1.56 -1.021577 RB12628_50S ribosomal protein L17 6798878 6799510 NaN -0.78 -0.57 -0.62 -1.44 NaN -0.68 -0.28 -0.33 -0.06 NaN -1.28 NaN -1.83 -1.222118 RB1533_conserved hypothetical protein 787091 785889 NaN -0.35 -0.39 NaN -0.35 NaN NaN -0.17 -0.08 -0.03 NaN NaN NaN NaN NaN2782 RB264_Ribosomal protein S21 132677 132871 -1.03 -0.63 -0.28 -0.65 -1.35 -0.19 -0.58 -0.4 -0.36 0.4 -0.71 NaN NaN -1.82 -1.444286 RB4954_secreted protein 2547861 2548361 -0.18 -0.18 0.17 -0.17 -0.33 -1.53 -1.5 -0.9 -1.29 -0.03 NaN NaN NaN -1.91 -1.175561 RB7022_Ribosomal protein S20 3735291 3735563 -0.93 -0.85 -0.48 -0.77 -1.45 -0.41 -0.38 -0.34 -0.15 0.16 -1.13 NaN -0.33 -2.08 -1.446368 RB8356_hypothetical protein 4459802 4460011 -0.78 -0.81 -0.78 -0.8 -0.42 -0.39 -0.37 -0.15 -0.39 -0.38 -0.82 NaN NaN -1.49 -0.91139 RB10219_ATP synthase epsilon chain 5521003 5521389 0.07 -0.67 -0.64 NaN -1.03 NaN -0.48 -0.42 -0.6 -0.64 -0.98 -1.02 NaN NaN -0.84280 RB10468_Translation initiation factor IF-1 5677835 5677614 -0.34 -0.71 -0.19 -0.56 -0.96 -0.74 -0.74 -0.42 -0.62 0.12 NaN NaN NaN -1.36 -0.85
1244 RB12087_Dihydroxy-acid and 6-phosphogluconate dehydratase 6520558 6522321 NaN NaN NaN NaN -0.48 NaN NaN NaN NaN 0.46 NaN NaN NaN NaN NaN1714 RB12840_50S ribosomal protein L10 6922785 6923309 -0.14 -0.43 -0.42 0.02 -0.63 NaN -0.83 NaN NaN 0.63 NaN NaN NaN NaN NaN2902 RB2840_RNA polymerase sigma factor 1473891 1474409 NaN NaN NaN NaN NaN NaN -0.11 -0.33 -0.28 0.3 NaN NaN NaN NaN NaN4639 RB5500_protein containing DUF28 2845759 2845019 NaN NaN NaN -0.41 -0.38 NaN -0.25 -0.28 -0.47 0.77 NaN NaN NaN NaN NaN6088 RB7863_Ribosomal protein L15 4202048 4202542 -0.62 -0.82 -1 NaN -1.29 NaN -0.59 -0.38 -0.51 0.73 NaN NaN NaN NaN -1.056164 RB8001_hypothetical protein 4277541 4276849 NaN -0.3 -0.37 -0.47 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
6509 RB8590_hypothetical protein 4578825 4579148 -0.44 -0.56 -0.57 -0.73 -0.7 -0.83 -1.07 -0.38 -0.48 -0.19 -0.92 -0.56 0.04 -1.28 -0.494572 RB5403_hypothetical protein 2790360 2790208 NaN NaN NaN NaN NaN NaN -0.32 NaN NaN NaN NaN NaN NaN NaN NaN4658 RB5540_LmbE-like protein 2882665 2883432 NaN NaN NaN NaN NaN NaN -0.34 NaN NaN NaN NaN NaN NaN NaN NaN4755 RB5694_Dethiobiotin synthetase 2971417 2970632 NaN NaN NaN NaN NaN NaN -0.36 -0.26 -0.33 0.1 NaN NaN NaN NaN NaN6948 RB9356_protein containing DUF1579 5012771 5012382 -0.59 -0.58 -1.84 -1.73 -0.57 0.25 0.79 0.7 0.44 0.08 -0.48 NaN NaN -1.90 -0.724041 RB4598_membrane protein 2355806 2356726 NaN NaN NaN NaN NaN NaN -0.11 -0.2 -0.39 0.2 NaN NaN NaN NaN NaN3640 RB3972_hypothetical protein 2056175 2056288 NaN -0.32 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN5250 RB6505_hypothetical protein 3456265 3456110 NaN -0.36 -0.35 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN6941 RB9348_hypothetical protein 5008826 5008536 NaN -0.31 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN136 RB10215_ATP synthase alpha chain 5516975 5518498 0.08 -0.54 -0.41 -0.75 -0.77 NaN -0.61 -0.56 -0.6 -0.39 -0.82 -0.43 -0.41 -0.87 -0.88
7252 RB9871_Acetolactate synthase small subunit 5316629 5316045 0.11 -0.28 0.02 -0.49 -0.34 NaN -0.1 -0.38 -0.1 0 -0.56 NaN -0.45 NaN -0.535162 RB638_PQQ enzyme repeat domain protein 346447 347757 NaN NaN NaN -0.52 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN5218 RB6462_hypothetical protein 3414908 3415180 -0.22 -0.55 -0.52 -0.53 -1.08 -0.69 -0.81 -0.55 -0.47 -0.1 -0.73 -0.44 -0.42 -1.06 -0.996116 RB7913_hypothetical protein 4228083 4227877 NaN -0.27 -0.43 -0.55 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN260 RB10434_glycosyl transferase, group 1 family protein 5652902 5651763 1.07 -0.24 -0.73 -0.67 0.64 0.14 0.09 0.12 0.13 -0.93 -0.87 -0.55 NaN -1.32 -0.86
1284 RB12160_thioredoxin 6563104 6562778 0.18 -0.61 -0.99 -0.76 -0.69 0.07 0.2 -0.14 0.29 0.26 -0.35 -0.54 0.29 -0.88 -1.124355 RB5055_ABC transporter, ATP-binding protein 2601971 2600094 -0.46 -0.48 -0.55 -0.56 -0.61 NaN -0.41 -0.39 -0.49 0.22 NaN NaN NaN NaN NaN3724 RB4113_transposase 2117681 2116503 NaN -0.23 -0.59 -0.24 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN4154 RB4756_conserved hypothetical protein 2437784 2438053 0.05 -0.38 NaN NaN -0.68 NaN 0.05 -0.5 NaN NaN NaN NaN NaN NaN NaN189 RB10310_NADH dehydrogenase I chain M 5572980 5571523 0.14 -0.07 -0.7 -1 -0.65 -0.02 -0.06 0.12 0.34 0.4 -0.32 -0.37 -0.63 NaN -0.78
4607 RB5450_hypothetical protein 2824513 2824635 0.08 -0.12 -0.17 -0.13 -0.26 0.03 -0.29 -0.27 -0.25 -0.19 -0.41 NaN -0.66 -0.67 -1.044598 RB5437_Purine phosphorylase, family 2 2818164 2819081 -0.22 -0.13 -0.13 NaN -0.2 NaN -0.61 -0.34 -0.5 -0.18 -0.70 -0.47 NaN NaN NaN1939 RB13231_conserved hypothetical protein 7098472 7099530 0.54 -0.26 -0.44 -0.6 -0.52 NaN -0.42 -0.61 NaN -0.42 NaN NaN NaN NaN NaN134 RB10211_H+-transporting two-sector ATPase, B/B' subunit 5515421 5516206 0.56 0.23 NaN NaN -0.53 NaN 0.15 -0.45 -0.31 0.01 NaN NaN NaN NaN NaN
1973 RB13297_hypothetical protein 7128034 7128630 NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.11 NaN NaN NaN NaN NaN6360 RB8343_Adenylosuccinate lyase 4454677 4456134 NaN -0.17 -0.19 -0.35 -0.47 NaN -0.26 -0.26 -0.28 0.03 NaN NaN NaN NaN NaN
1814 RB13025_monooxygenase 6997019 6996438 1.09 -0.04 0.31 -0.05 1.05 0.59 1.44 0.74 1.23 -0.26 0.92 NaN NaN 1.58 1.201872 RB13118_two-component system response regulator 7037043 7037675 1.35 -0.18 -0.32 -1.18 1.33 0.53 1.35 0.94 1.28 0.9 0.75 0.05 2.01 0.95 0.101955 RB13259_conserved hypothetical protein 7108365 7106461 NaN 0.25 0.5 -0.18 0.7 NaN NaN 0.53 NaN 0.12 0.62 NaN NaN 1.95 0.102215 RB1716_protein containing DUF1589 895805 895557 0.75 0.11 0.53 0.67 0.25 NaN NaN 0.47 0.59 0.39 1.92 -0.23 NaN 1.33 1.282543 RB2283_protein containing DUF1590 1197719 1197102 0.88 -0.03 0.13 0.42 0.57 -0.4 0.85 0.92 0.71 0.62 1.24 NaN 1.03 1.08 2.032918 RB2867_hypothetical protein 1491909 1494002 NaN 0.21 0.03 0.22 1.5 NaN 1.18 0.4 0.79 0.23 NaN NaN NaN NaN 1.913322 RB3505_secreted protein containing DUF1586 1816597 1816704 1.11 0.49 -0.8 -0.37 0.04 0.17 0.64 0.75 0.42 0.06 1.02 0.57 1.72 1.50 0.915038 RB6171_site-specific recombinase 3239091 3238048 0.76 0.14 0.37 0.21 0.5 NaN 1.05 0.71 0.86 0.96 0.95 NaN NaN 1.22 1.475779 RB7390_hypothetical protein 3954342 3954968 0.81 0.26 0.59 0.3 0.73 NaN 1.01 0.61 0.81 0.97 0.50 NaN NaN 1.08 1.776805 RB9114_hypothetical protein 4876598 4878172 NaN 0.55 0.47 0.28 0.63 NaN 0.79 0.59 0.58 0.51 NaN 0.63 NaN NaN 1.026846 RB9191_secreted protein containing DUF1586 4914516 4914653 1.39 0.28 0.3 0.6 0.61 0.46 1.06 1.09 1.38 0.51 0.79 NaN NaN 1.31 0.936939 RB9346_hypothetical protein 5008335 5008550 0.97 -0.29 0.09 -0.08 1.01 NaN 0.75 NaN 1.14 0.71 1.25 NaN 1.17 1.87 1.93205 RB10338_TPR domain protein 5591839 5590379 0.68 -0.21 -0.24 -0.14 0.7 0.55 0.79 0.52 1.17 -0.74 0.73 0.07 2.52 0.56 0.79209 RB10343_hypothetical protein 5593898 5594059 0.61 0.45 0.24 0.15 0.73 0.87 0.95 0.97 0.73 -0.38 1.10 1.73 1.79 2.10 0.72226 RB10374_Lipoprotein signal peptidase 5609916 5609188 -0.02 0.16 0.58 0.21 0.36 NaN 1.24 0.81 1.22 0.59 1.04 0.63 1.38 0.93 0.43531 RB10893_hypothetical protein 5914894 5915067 0.68 -0.17 -0.35 0.21 0.9 0.47 1.16 0.57 0.71 -0.09 0.72 0.49 1.68 1.43 0.69533 RB10895_hypothetical protein 5916348 5917151 0.87 0.31 0.1 0.24 0.17 1.13 1.29 1.14 1.16 0.34 0.93 1.19 2.41 2.03 0.98572 RB10960_conserved hypothetical protein, membrane 5941602 5942021 1.32 0.83 0.28 0.37 0.84 0.61 1.11 0.62 1.05 0.56 1.09 1.05 0.83 1.15 0.01573 RB10965_conserved hypothetical protein, membrane 5942116 5942730 1.52 0.46 -0.01 0.38 1.24 NaN 1.08 0.32 0.39 0.21 1.28 0.74 0.78 1.74 0.41636 RB11070_hypothetical protein 6000321 6000479 1.39 0.67 0.25 0.39 1.07 0.15 0.85 1.11 0.55 0.29 1.28 0.92 1.71 1.28 -0.37695 RB11173_conserved hypothetical protein, secreted 6063194 6063586 1.2 0.1 -0.06 -0.18 1.02 0.05 0.95 0.56 0.77 -0.12 0.90 0.58 1.65 1.98 1.56754 RB11268_hypothetical protein 6109768 6109475 0.44 0.4 0.29 0.46 0.41 NaN 1.09 0.65 0.33 0.19 1.56 1.08 1.55 1.41 0.11825 RB1138_conserved hypothetical protein 585492 585959 0.56 0.38 0.74 0.62 1.27 NaN 0.73 0.46 0.44 0.26 NaN NaN NaN NaN 1.54
1231 RB12068_serine/threonine protein kinase 6512255 6510594 1.47 0.14 -0.03 -0.38 0.45 0.53 1.1 1.14 1.18 0.74 1.12 1.12 3.72 2.41 0.521355 RB12279_MscS Mechanosensitive ion channel 6606558 6605545 1.14 0.43 0.22 0.89 1.38 NaN NaN 0.3 NaN 0.4 0.87 0.59 2.22 2.70 0.751366 RB12295_conserved hypothetical protein 6614190 6614450 1.22 0.66 0.38 0.84 1.22 NaN NaN 0.41 NaN 0.38 NaN NaN NaN 1.32 NaN1646 RB12740_gluconolactonase [precursor] 6865551 6864364 NaN 0.39 0.68 0.89 1.37 NaN 1.19 0.38 0.47 0.44 NaN NaN NaN NaN 1.121741 RB12882_conserved hypothetical protein 6940549 6941553 0.76 0.45 1.21 0.68 0.65 NaN 1.18 0.66 0.81 0.68 NaN NaN NaN NaN 0.661776 RB12959_conserved hypothetical protein 6974205 6973882 0.38 0.18 0.27 0.3 1.22 NaN NaN 0.42 1.24 0.66 0.73 NaN NaN 1.20 1.731867 RB13112_Hybrid sensor histidine kinase 7036128 7034035 1.07 0.71 0.16 0.82 1.39 NaN 0.84 0.2 -0.08 0.4 NaN NaN NaN 1.63 1.311869 RB13115_conserved hypothetical protein 7036614 7036369 1.63 0.36 0.53 0.34 1.55 NaN 1.05 0.67 0.59 -0.01 0.92 0.49 2.87 2.00 0.462116 RB1531_membrane protein 782534 783889 1.02 0.43 0.74 0.95 0.49 0.17 1.12 0.39 1.24 0.39 0.50 NaN NaN 0.93 1.292407 RB2059_NAD-dependent epimerase/dehydratase 1084172 1082949 0.23 0.31 0.82 1.17 0.88 0.6 1.13 1.08 0.57 0.97 2.17 1.07 1.14 1.56 0.913971 RB4489_hypothetical protein 2301387 2301905 0.58 0.21 -0.14 -0.04 0.44 0.15 0.15 0.6 0.33 1.2 0.45 0.66 2.36 1.33 0.014875 RB5887_integrase 3087343 3086465 0.63 0.42 0.31 0.7 0.26 0.27 1.21 1.56 0.8 1.03 1.49 NaN NaN 1.27 1.585098 RB6278_Putative Ig 3302303 3297678 1 0.69 0.44 0.56 1.22 0.06 0.79 0.89 0.54 0.47 NaN NaN NaN NaN 2.205365 RB670_hypothetical protein 359315 358905 0.56 0.14 -0.57 -0.65 0.48 0.08 -0.03 0.26 0.46 0.03 0.81 0.77 2.17 2.40 0.725496 RB6910_hypothetical protein 3671484 3671356 0.3 -0.11 0.55 0.28 0.64 0.83 0.95 0.85 1.42 -0.33 0.52 0.33 1.46 2.47 3.335505 RB6925_hypothetical protein 3678461 3677976 0.97 0.07 -0.39 0.65 0.28 2.01 2.02 2.19 1.8 0.72 1.22 0.85 1.67 1.28 2.176242 RB8138_hypothetical protein 4351960 4352187 0.61 0.37 0.68 0.14 1.01 NaN 0.68 0.85 0.64 0.38 1.49 0.73 2.08 1.73 1.266343 RB8318_membrane protein 4442318 4442037 0.88 0.65 0.82 0.68 0.84 0.2 1.24 0.59 0.98 0.85 0.92 NaN NaN 1.25 0.69159 RB10255_MscS Mechanosensitive ion channel 5542656 5543669 NaN -0.27 0.12 -0.03 0.34 NaN 0 NaN NaN -0.21 1.39 1.04 2.47 2.65 1.56160 RB10256_hypothetical protein 5543753 5544559 0.16 0.14 0.2 -0.36 0.06 0.2 0.53 0.6 0.53 0.3 1.09 0.84 2.51 0.84 0.68161 RB10258_Survival protein SurE 5544584 5545453 0.99 0.2 -0.14 -0.21 0.19 NaN 0.66 0.67 0.8 0.28 2.49 2.66 4.50 2.77 1.22195 RB10324_hypothetical protein 5580658 5580846 0.15 0.34 0.47 0.06 0.75 0.46 1.19 1.53 1.57 1.4 1.55 1.11 0.92 1.24 0.89207 RB10341_hypothetical protein 5593416 5593601 0.87 0.6 0.52 0.52 0.83 0.73 0.85 1.21 1.03 0.4 1.16 0.90 0.90 1.71 0.44
1428 RB12388_ISXo8 transposase 6667206 6665905 0.59 0.82 0.96 0.88 1.3 NaN 1.35 1.15 1.27 0.46 1.13 NaN NaN 1.92 2.251674 RB12782_conserved hypothetical protein 6889986 6889819 NaN 0.67 0.01 1.25 1.27 NaN 0.28 0.24 NaN 0.61 NaN NaN NaN 2.17 2.381769 RB12941_integrase 6966539 6967417 1.19 1.08 1.2 0.89 0.72 0.05 0.65 1.09 1.01 1.02 0.90 NaN NaN 1.08 1.151911 RB13189_ISXo8 transposase 7081765 7083066 0.25 0.81 1.14 1.34 0.56 NaN 1.49 0.67 0.96 0.75 NaN NaN NaN 1.43 NaN1943 RB13238_TadE-like 7101410 7101904 0 0.22 0.18 0.32 0.35 NaN NaN NaN NaN 0.6 2.00 NaN NaN 3.52 NaN2032 RB1395_secreted protein 712097 713056 2.1 0.41 -0.12 0.04 2.42 0.97 1.24 1.78 1.84 0.76 1.19 -0.12 1.36 1.47 1.302165 RB1617_hypothetical protein 834021 833623 1.18 0.96 1.06 0.89 1.14 0.54 0.98 1.06 0.86 0.45 1.04 0.74 1.55 1.58 1.132705 RB2511_hypothetical protein 1313530 1313667 NaN 0.57 0.41 0.68 0.82 NaN 1.28 0.47 NaN 0.55 NaN NaN NaN NaN NaN2804 RB2679_hypothetical protein 1391557 1392078 0.5 1.15 0.37 0.74 0.69 0.19 0.31 0.54 0.04 0.54 0.74 0.49 2.33 1.63 -0.033039 RB3052_hypothetical protein 1577799 1577692 0.93 0.94 1.18 1.29 0.63 0.4 1.5 1.37 1.06 0.61 1.20 0.52 1.48 1.51 1.573096 RB3155_hypothetical protein 1627430 1627149 0.35 0.91 1.46 0.93 0.79 NaN 1.06 0.75 0.58 0.8 NaN NaN NaN 1.27 2.69
3725 RB4114_protein containing DUF1582 2117690 2117971 1.25 0.91 1.2 1.09 0.4 -0.22 0.54 0.85 0.74 1.05 1.13 NaN NaN 0.95 1.763923 RB4420_DedA family protein 2274093 2273473 0.49 1.27 1.09 0.97 1.43 0.51 0.49 0.56 0.15 1.29 0.92 0.93 1.79 1.04 0.123968 RB4484_Peptidase M20 2297267 2298565 0.61 0.67 0.17 0.5 0.29 0.88 0.54 0.35 0.43 0.63 1.29 1.70 2.50 1.36 0.383969 RB4485_Glutamate--cysteine ligase, GCS2 2298652 2299770 0.23 1.2 0.01 1 0.2 0.72 0.69 0.44 0.12 0.6 1.24 1.31 1.89 1.33 0.543987 RB4510_hypothetical protein 2307657 2307508 0.83 1.56 0.98 1.22 0.82 0.23 0.57 0.72 0.29 1.6 1.23 0.89 2.56 1.37 0.934860 RB5869_conserved hypothetical protein 3078569 3077796 -0.03 0.5 0.96 1.07 0.62 1.13 1.27 1.02 0.87 1.28 3.09 1.49 0.86 0.82 -0.085158 RB6375_hypothetical protein 3349681 3350574 0.94 1.21 0.75 0.54 0.42 0.24 0.38 0.71 0.49 0.7 1.08 0.80 1.41 1.61 1.686107 RB7901_hypothetical protein 4221613 4221293 1.06 0.43 1.13 0.75 0.3 1.24 1.92 1.34 1.66 2.41 1.26 NaN NaN 1.55 1.796178 RB8029_oxidoreductase, short-chain dehydrogenase/reductase family 4292625 4291888 NaN 0.58 1.54 1 0.77 NaN 1.37 0.82 0.54 0.59 2.35 0.84 NaN 0.96 NaN6386 RB8385_hypothetical protein 4479935 4480087 NaN 0.72 0.92 1.6 0.38 NaN 1.46 1.02 0.82 0.81 0.85 NaN NaN 0.93 2.247157 RB9699_Rhs element Vgr protein 5226252 5228345 NaN 0.57 1.05 0.97 0.81 NaN 0.57 NaN 1.02 1.63 0.60 NaN NaN 1.59 1.66264 RB10440_hypothetical protein 5655693 5655842 1.55 1.13 1.02 0.79 1.68 0.53 1.01 0.96 0.67 -0.17 1.42 1.48 1.23 1.81 1.31285 RB10473_conserved hypothetical protein 5679433 5681868 1.23 1 1.06 0.58 1.49 NaN 1.35 0.84 0.91 0.83 0.43 0.20 NaN 1.62 1.70658 RB11110_Rhodopirellula transposase 6022600 6023529 1.98 0.71 0.69 0.48 1.76 NaN 1.41 0.76 0.86 0.76 NaN NaN NaN 1.30 2.07719 RB11209_hypothetical protein 6080603 6080914 0.18 0.76 0.96 1.04 0.78 NaN 1.07 NaN 0.71 0.96 1.94 NaN NaN 1.86 1.71
1058 RB11768_conserved hypothetical protein 6334808 6334939 0.4 0.2 0.97 0.7 0.6 NaN NaN 0.44 0.49 0.4 0.76 0.52 NaN 1.50 1.442923 RB2875_hypothetical protein 1497313 1497534 0.04 0.62 1.03 1.12 0.44 0.53 0.62 0.54 0.16 0.44 2.42 1.73 1.62 1.43 0.823238 RB3375_hypothetical protein 1740198 1740070 NaN 0.8 0.28 0.56 NaN NaN 1.22 NaN NaN 0.46 NaN NaN NaN NaN NaN3458 RB370_nitrate transporter substrate-binding protein 184428 186089 0.32 0.71 0.68 1.76 1.23 1.5 1.98 1.91 1.21 1.19 1.67 NaN NaN 2.39 2.964858 RB5866_ISXo8 transposase 3076242 3077567 1.52 0.82 1.15 0.85 1.52 NaN 1.44 1.26 1.35 0.25 1.05 NaN NaN 1.98 NaN5373 RB671_hypothetical protein 359218 359586 1.8 1.02 0.61 0.89 2.03 NaN 1.24 0.76 0.78 1.02 0.91 0.51 2.60 1.43 0.926416 RB8437_conserved hypothetical protein, secreted 4506842 4509907 NaN 0.29 1.05 1.52 0.55 NaN NaN NaN NaN NaN 2.69 NaN NaN NaN NaN181 RB10295_methylene tetrahydrofolate 5562427 5561501 1.23 0.85 1.45 0.92 0.95 NaN 1.52 0.92 1.24 1.37 1.02 NaN NaN 1.42 1.53491 RB10824_hypothetical protein 5878877 5878999 NaN 0.52 1.08 1.29 0.88 NaN 1.37 0.67 0.81 0.75 NaN NaN NaN NaN NaN
1267 RB12132_conserved hypothetical protein 6548702 6548550 NaN NaN 0.48 NaN NaN NaN NaN NaN NaN 0.82 NaN NaN NaN NaN NaN1479 RB12460_protein containing DUF1571 6707170 6706103 NaN 0.69 1.04 0.8 0.91 NaN 1.25 NaN 0.87 0.71 NaN NaN NaN NaN NaN1643 RB12737_conserved hypothetical protein 6863917 6864114 1.08 0.99 1.45 1.3 1.87 0.35 0.92 1.03 0.81 0.14 1.26 1.19 2.09 2.02 1.981897 RB13165_xylose operon regulatory protein 7067089 7068300 NaN 0.56 0.55 0.79 NaN NaN NaN NaN NaN 0.57 NaN NaN NaN NaN NaN1920 RB13202_conserved hypothetical protein 7086189 7086052 NaN 0.27 1.4 0.71 0.49 NaN NaN NaN NaN -0.15 NaN NaN NaN 1.44 NaN3126 RB3207_hypothetical protein 1652052 1652453 NaN NaN NaN 0.68 NaN NaN NaN NaN NaN 0.55 NaN NaN NaN NaN NaN4322 RB5_secreted protein 1514 399 NaN NaN 0.91 0.81 0.51 NaN -0.06 NaN -0.56 NaN NaN 0.01 NaN 3.14 2.356538 RB8641_hypothetical protein 4605970 4606248 1.88 1.18 1.3 1.24 1.31 NaN NaN 0.25 NaN 0.63 1.52 0.36 0.56 2.61 2.42902 RB11505_conserved hypothetical protein, secreted 6221829 6221230 2.37 1.22 0.49 0.87 1.99 0.96 1.08 1.1 1.58 0.92 0.66 0.46 2.30 2.40 0.76
1764 RB12932_conserved hypothetical protein 6963242 6963015 0.22 1 0.02 1.29 1.37 NaN 1.35 NaN NaN 0.72 NaN NaN NaN NaN NaN1946 RB13241_RNA polymerase ECF-type sigma factor 7103064 7102561 0.73 1.09 1.79 0.85 1.36 NaN 2.28 NaN 2.83 1.27 2.41 1.16 1.09 3.06 0.863869 RB4340_Rhodopirellula transposase 2234846 2233917 0.62 0.83 0.56 1.13 1.59 NaN 1.15 NaN 0.66 0.31 NaN NaN NaN NaN NaN6399 RB8407_Endonuclease/exonuclease/phosphatase 4495545 4494700 NaN 0.41 NaN NaN NaN NaN NaN NaN NaN 0.71 NaN NaN NaN NaN NaN1332 RB12239_ISXo8 transposase 6593334 6594635 1.49 1.15 1.48 1.06 1.65 NaN 1.53 1.49 1.54 0.78 1.32 NaN NaN 2.57 NaN3921 RB4419_MgtC/SapB transporter 2272912 2273448 0.95 1.77 1.79 1.38 2.23 0.82 0.9 1.11 0.77 1.4 1.00 1.56 3.06 2.11 1.092385 RB2019_hypothetical protein 1065619 1065798 NaN NaN NaN 0.59 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN3201 RB3326_hypothetical protein 1711353 1711640 NaN 0.63 0.67 0.88 0.48 NaN NaN NaN NaN 1.09 NaN NaN NaN NaN NaN7307 RB9964_membrane protein 5368651 5367674 NaN NaN NaN NaN 0.81 NaN NaN NaN NaN 0.6 NaN NaN NaN NaN NaN1300 RB12194_SAICAR synthetase 6576972 6575974 NaN 0.84 0.77 NaN 0.48 NaN NaN NaN NaN 0.67 NaN NaN NaN NaN NaN2290 RB1854_protein containing DUF1080 958387 956276 NaN 0.46 0.97 NaN 0.45 NaN NaN NaN NaN 0.82 NaN NaN NaN NaN NaN5729 RB7284_hypothetical protein 3871505 3871639 NaN 0.22 0.83 1.11 0.19 NaN 0.81 0.6 NaN 0.68 NaN NaN NaN NaN NaN6021 RB7755_hypothetical protein 4154446 4154631 0.19 0.4 1.09 0.46 0.45 NaN 1 0.76 0.57 1.06 NaN NaN NaN NaN 0.846372 RB8362_Serine/threonine protein phosphatase 4462144 4460687 0.24 0.74 0.34 NaN 0.68 NaN 1.14 0.69 0.43 0.82 NaN NaN NaN NaN NaN614 RB11030_ABC transporter, ATP-binding protein 5980829 5980074 NaN 0.49 1.32 0.58 0.72 NaN 0.83 NaN NaN 0.53 NaN NaN NaN NaN NaN
4147 RB4748_hypothetical protein 2435328 2435465 0.37 NaN NaN NaN NaN 0.36 1.25 0.86 0.44 NaN NaN NaN NaN NaN NaN360 RB10607_hypothetical protein 5759926 5759537 1.78 0.21 0.38 0.15 0.99 NaN 0.17 NaN NaN 0.17 0.41 -0.04 1.74 1.36 -0.03
1748 RB12895_conserved hypothetical protein 6945636 6946097 NaN 0.72 0.36 NaN 0.66 NaN NaN 0.8 NaN 0.25 NaN NaN NaN NaN NaN6652 RB8843_conserved hypothetical protein 4705018 4706850 NaN NaN NaN 0.8 NaN NaN NaN NaN NaN 0.43 NaN NaN NaN NaN NaN5930 RB7621_hypothetical protein 4097160 4098164 NaN 0.34 0.57 NaN 0.67 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN2173 RB1632_hypothetical protein 839673 840332 NaN 0.39 0.22 0.75 NaN NaN NaN NaN NaN 0.48 NaN NaN NaN NaN NaN3060 RB3077_conserved hypothetical protein 1606106 1588083 NaN NaN NaN NaN NaN NaN NaN NaN NaN 0.64 NaN NaN NaN NaN NaN517 RB10875_hypothetical protein 5901192 5901043 NaN 0.51 -0.11 1.26 0.54 NaN 1.62 0.56 0.08 0.17 NaN NaN NaN NaN NaN
6572 RB871_hypothetical protein 463841 462534 NaN 0.5 NaN NaN 0.72 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN1304 RB1220_Aldose 1-epimerase 622840 623925 0.32 0.46 0.86 0.67 0.71 NaN 0.83 0.39 0.49 0.52 NaN NaN NaN NaN NaN5811 RB7440_hypothetical protein 3990113 3990535 NaN NaN NaN 0.58 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN
The Rhodopirellula baltica life cycle: Growth-dependent expression profiling of the complete genome with
microarrays
ADDITIONAL FILE 1 - List of differentially expressed genes ADDITIONAL FILE 4 - List of selected clusters out of the k-means clustering
62hvs44h_downID Locus Ratio AA Nuc Product Gene EC Start Stop IEP MW(kDa) Strand
Cluster 3Original row UID Start Stop EC 62 h vs 44 h 82 h va 62 h 96 h vs 82 h 240 h vs 82 h
156 RB10246_Triphosphoribosyl-dephospho-CoA protein (ORF7) 5538891 5539841 NaN 0 NaN 2.58192 RB10319_hypothetical protein 5577574 5577771 NaN 0 NaN 3.61692 RB11168_thiosulfate sulfurtransferase 6062177 6061728 0 0 NaN 2.88
1101 RB11855_conserved hypothetical protein 6383765 6383460 0 0 NaN 2.21360 RB12286_conserved hypothetical protein 6610293 6610120 NaN 0 0 1.71453 RB12427_conserved hypothetical protein 6684645 6684475 NaN 0 NaN 2.181533 RB12554_conserved hypothetical protein 6764163 6764378 NaN 0 0 2.451727 RB12860_Oligopeptide transport system permease protein oppC 6932003 6930768 NaN 0 0 1.592101 RB1509_hypothetical protein 773379 772909 0 0 0 2.842108 RB1519_hypothetical protein 777299 777075 0 0 0 1.512854 RB2750_3-octaprenyl-4-hydroxybenzoate carboxy-lyase 1435465 1434797 4.1.1.- 0 0 0 3.033356 RB3565_membrane protein 1853670 1854083 0 0 0 1.923923 RB4420_DedA family protein 2274093 2273473 NaN 0 0 1.774217 RB4850_membrane protein 2484018 2484470 0 0 0 1.864330 RB5010_hypothetical protein 2577161 2576877 0 0 0 2.75163 RB6380_hypothetical protein 3353359 3353583 0 0 0 2.145423 RB6786_hypothetical protein 3607257 3607775 0 0 0 1.695980 RB7703_hypothetical protein 4131842 4132138 0 0 0 2.16295 RB8231_ACT domain protein 4401779 4402291 0 0 0 1.526579 RB8723_hypothetical protein 4638077 4638301 0 0 NaN 2.496709 RB893_protein containing cohesin and planctomycete extracellular domains (cellulosome-like) 476445 477704 0 0 0 1.456916 RB931_hypothetical protein 492159 492278 0 0 NaN 2.876983 RB9415_hypothetical protein 5050419 5050529 0 0 0 2.01
1 RB100_membrane protein 41097 40726 NaN 0 0 1.658 RB10010_secreted protein containing DUF1585 5393982 5391460 NaN 0 NaN 4.37
13 RB10020_hypothetical protein 5396788 5396594 NaN 0 NaN 2.1919 RB10026_conserved hypothetical protein 5401902 5399251 NaN 0 NaN 2.1658 RB10096_Transposase IS116/IS110/IS902 5446891 5445866 NaN 0 NaN 2.67
155 RB10245_haloalkane dehalogenase 5537951 5538937 3.8.1.5 NaN 0 NaN 2.2158 RB10252_hypothetical protein 5541386 5542546 NaN 0 NaN 2.29159 RB10255_MscS Mechanosensitive ion channel 5542656 5543669 NaN 0 0 3.7160 RB10256_hypothetical protein 5543753 5544559 0 0 0 3.23161 RB10258_Survival protein SurE 5544584 5545453 3.1.3.2 0 0 0 3.22173 RB10277_Pyruvate kinase 5555414 5556844 2.7.1.40 NaN 0 NaN 2.9179 RB10290_hypothetical protein 5559631 5559203 NaN 0 NaN 2.93181 RB10295_methylene tetrahydrofolate/methylene tetrahydromethanopterin dehydrogenase-like protein 5562427 5561501 0 0 0 1.7187 RB10308_response regulator 5569131 5570057 NaN 0 0 1.55198 RB10328_protein containing DUF633 5583675 5582992 NaN 0 NaN 2.94205 RB10338_TPR domain protein 5591839 5590379 NaN 0 0 2.43336 RB10569_protein containing DUF1559 5736174 5735008 0 0 0 1.58361 RB10608_transposase and inactivated derivative 5759903 5761276 0 0 0 2.06404 RB10682_secreted protein 5807422 5805998 0 0 0 1.65409 RB10689_hypothetical protein 5808207 5807950 0 0 0 1.62
414 RB10698_hypothetical protein 5813025 5812573 NaN 0 0 1.84437 RB10735_hypothetical protein 5834722 5835720 0 0 0 1.98512 RB10866_hypothetical protein 5899291 5899043 0 0 0 3.29531 RB10893_hypothetical protein 5914894 5915067 0 0 0 2.85565 RB1095_hypothetical protein 567469 569046 0 0 0 1.81572 RB10960_conserved hypothetical protein, membrane 5941602 5942021 0 0 0 1.54577 RB1097_membrane protein 570281 569067 NaN 0 0 1.58599 RB11001_conserved hypothetical protein 5964931 5964047 0 0 0 3.1602 RB11009_sulfite reductase-like flavoprotein 5969752 5969036 NaN 0 NaN 3.75603 RB11010_conserved hypothetical protein, secreted 5970585 5969749 0 0 0 2.91604 RB11011_conserved hypothetical protein, secreted 5971127 5970582 NaN 0 NaN 2.96605 RB11013_conserved hypothetical protein, membrane 5971802 5971146 NaN 0 NaN 2.91617 RB11036_two-component system, regulatory protein 5985609 5984197 NaN 0 0 1.91618 RB11037_two-component system sensor protein 5987098 5985617 NaN 0 0 1.86644 RB11082_hypothetical protein 6007371 6007033 0 0 0 2.92735 RB11233_hypothetical protein 6090340 6089453 0 0 0 2.22771 RB11293_hypothetical protein 6121182 6120889 0 0 0 1.56810 RB11348_conserved hypothetical protein 6155692 6155237 0 0 NaN 2.31825 RB1138_conserved hypothetical protein 585492 585959 NaN 0 0 2.5872 RB11462_CoA-binding protein 6202949 6203338 0 0 0 2.29959 RB11617_conserved hypothetical protein 6263689 6262796 NaN 0 NaN 2.65977 RB11641_conserved hypothetical protein 6278514 6277621 0 0 NaN 2.15984 RB11650_NADH-dependent dehydrogenase 6284983 6283604 0 0 0 1.47
1002 RB11677_conserved hypothetical protein 6300221 6300078 NaN 0 NaN 2.211029 RB11720_conserved hypothetical protein 6316234 6317028 0 0 0 1.531032 RB11728_D-Tagatose 3-epimerase 6318857 6319744 5.3.1.- NaN 0 0 1.861033 RB11729_conserved hypothetical protein 6320009 6319752 NaN 0 0 2.11058 RB11768_conserved hypothetical protein 6334808 6334939 0 0 0 2.491061 RB1179_hypothetical protein 603998 604384 1.84 0 0 1.841100 RB11854_conserved hypothetical protein 6383404 6383171 0 0 0 1.571105 RB11862_conserved hypothetical protein, secreted 6387327 6387157 0 0 0 1.631131 RB1191_hypothetical transposase 608435 608055 NaN 0 NaN 2.621161 RB11951_conserved hypothetical protein 6437923 6438510 NaN 0 0 3.121195 RB12006_regulatory subunit 6475429 6476454 NaN 0 0 1.721198 RB1201_hypothetical protein 612754 612629 0 0 NaN 2.51201 RB12015_conserved hypothetical protein 6483388 6482423 NaN 0 0 1.611210 RB12031_conserved hypothetical protein 6490799 6490359 NaN 0 0 1.951222 RB12053_biopolymer transport protein, ExbD/TolR family 6502558 6502199 0 0 -1.5 1.731223 RB12055_MotA/TolQ/ExbB proton channel family protein 6503587 6502628 NaN 0 0 2.851231 RB12068_serine/threonine protein kinase 6512255 6510594 1.63 0 0 2.041239 RB12080_Protein-L-isoaspartate(D-aspartate) O-methyltransferase 6517231 6515753 2.1.1.77 NaN 0 0 1.621249 RB1210_AP endonuclease 2, C-terminal 617416 616571 NaN 0 0 2.291305 RB12200_conserved hypothetical protein 6577955 6577800 0 0 0 1.911325 RB1223_hypothetical protein 624091 624312 NaN 0 NaN 2.351332 RB12239_ISXo8 transposase 6593334 6594635 NaN 0 NaN 2.63
1339 RB1225_dipeptidyl peptidase IV 627017 624513 3.4.14.5 NaN 0 0 1.561355 RB12279_MscS Mechanosensitive ion channel 6606558 6605545 NaN 0 0 1.851366 RB12295_conserved hypothetical protein 6614190 6614450 NaN 0 0 1.551420 RB12379_riboflavin synthase, alpha subunit 6662808 6662086 0 0 0 3.871424 RB12383_conserved hypothetical protein 6664767 6664501 NaN 0 NaN 2.261426 RB12386_conserved hypothetical protein, secreted 6665667 6665852 0 0 0 1.961427 RB12387_conserved hypothetical protein 6665894 6665742 NaN 0 NaN 2.351432 RB12392_conserved hypothetical protein 6668543 6668436 NaN 0 0 2.311433 RB12393_c-type cytochrome precursor 6670561 6668555 NaN 0 NaN 2.231439 RB12403_conserved hypothetical protein 6673741 6673562 0 0 0 2.081440 RB12404_conserved hypothetical protein 6674021 6673728 0 0 0 2.151447 RB12416_secreted protein 6679578 6680456 0 0 0 2.661462 RB12439_protein containing DUF1586 6695571 6695437 0 0 0 1.841487 RB12479_conserved hypothetical protein 6717557 6716985 0 0 0 2.31491 RB12484_conserved hypothetical protein, membrane 6721052 6720078 0 0 0 1.921525 RB1254_hypothetical protein 640610 640747 NaN 0 0 1.631527 RB12543_conserved hypothetical protein, membrane 6759514 6758519 NaN 0 0 1.621591 RB12648_conserved hypothetical protein 6810287 6810496 NaN 0 0 1.931613 RB12684_conserved hypothetical protein 6831038 6830874 0 0 0 1.541634 RB12716_conserved hypothetical protein 6849459 6849115 0 0 0 1.681639 RB12727_conserved hypothetical protein 6860301 6858259 NaN 0 NaN 2.181643 RB12737_conserved hypothetical protein 6863917 6864114 0 0 0 2.391644 RB12739_conserved hypothetical protein 6864276 6864106 0 0 0 2.911674 RB12782_conserved hypothetical protein 6889986 6889819 NaN 0 0 3.951692 RB12810_conserved hypothetical protein 6912339 6912542 NaN 0 NaN 2.11697 RB12815_conserved hypothetical protein 6914656 6914525 0 1.46 0 2.41698 RB12816_glutamine amidotransferase or related peptidase 6914710 6915483 NaN 0 0 1.61699 RB12818_conserved hypothetical protein 6915989 6915498 1.59 0 0 4.911705 RB12827_conserved hypothetical protein, membrane 6919729 6919361 0 -1.69 0 2.071706 RB12829_conserved hypothetical protein 6919813 6920292 NaN 0 0 2.281710 RB12836_conserved hypothetical protein 6921619 6921735 0 0 0 2.071730 RB12863_conserved hypothetical protein 6934850 6935002 NaN 0 0 2.071748 RB12895_conserved hypothetical protein 6945636 6946097 NaN 0 NaN 2.391776 RB12959_conserved hypothetical protein 6974205 6973882 0 0 0 1.771814 RB13025_monooxygenase 6997019 6996438 0 0 0 2.581883 RB13139_xylose operon regulatory protein 7049875 7048625 0 0 NaN 2.211917 RB13198_conserved hypothetical protein 7084995 7085369 0 0 0 1.641934 RB13224_nucleoside-diphosphate-sugar epimerase 7096270 7094813 0 0 0 1.641936 RB13228_conserved hypothetical protein 7097952 7098302 NaN 0 0 1.821947 RB13244_conserved hypothetical protein 7103330 7103061 0 0 0 2.111949 RB13247_conserved hypothetical protein 7104177 7103620 0 0 0 1.471996 RB1336_hypothetical protein 679357 680019 NaN 0 NaN 2.122053 RB1433_Na(+):H(+) antiporter subunit B (Multiple resistance and pH homeostasis protein B) 732848 732411 0 0 0 1.982072 RB1463_hypothetical protein 743584 743886 0 0 0 1.652090 RB1491_hypothetical protein 766600 766265 0 0 0 2.79
2099 RB1507_tRNA isopentenyltransferase 772202 771198 2.5.1.8 0 0 NaN 2.442102 RB1511_hypothetical protein 774995 773376 NaN 0 NaN 2.142133 RB1565_hypothetical protein 799552 799322 NaN 0 NaN 2.452155 RB1601_hypothetical protein 824863 824636 0 0 0 2.382157 RB1603_hypothetical protein 825177 824944 0 0 NaN 2.232168 RB1621_Phosphoesterase, PA-phosphatase related 835361 834309 NaN 0 NaN 2.282250 RB1778_hypothetical protein 921245 921036 0 0 0 3.152276 RB1830_hypothetical protein 945611 945498 NaN 0 NaN 3.072294 RB1860_hypothetical protein 960361 960693 0 0 0 1.72315 RB1896_membrane protein containing DUF1294 985295 985615 NaN 0 0 2.942326 RB1910_hypothetical protein 993764 993393 0 -2.39 0 4.072397 RB2043_hypothetical protein 1076233 1076418 0 0 0 2.362425 RB2090_hypothetical protein 1101973 1102308 NaN 0 0 1.452452 RB2140_hypothetical protein 1131458 1131607 0 0 0 1.712456 RB2144_g eranylgeranyl pyrophosphate synthetase 1136089 1135136 0 0 0 1.572472 RB2173_hypothetical protein 1147959 1146895 0 0 NaN 2.992481 RB2185_hypothetical protein 1152681 1152529 NaN 0 NaN 2.62482 RB2186_ISXo8 transposase 1153993 1152692 NaN 0 NaN 2.372519 RB2252_hypothetical protein 1181701 1181540 NaN 0 0 1.722534 RB227_hypothetical protein 120858 121037 0 0 0 1.542559 RB2310_hypothetical protein 1209545 1209222 0 0 0 2.052572 RB2330_secreted protein 1214565 1214014 0 0 0 2.652621 RB2398_conserved hypothetical protein 1248404 1247520 0 0 0 1.992625 RB2401_Phosphoesterase, PA-phosphatase related 1248679 1250799 0 0 0 2.512654 RB2457_hypothetical protein 1279788 1280144 0 0 0 2.242672 RB2477_hypothetical protein 1295793 1295422 2.51 0 0 1.792673 RB2478_hypothetical protein 1295756 1295872 0 0 0 2.722691 RB2498_methyltransferase, 1305777 1304887 NaN 0 0 1.842700 RB2507_dTDP-glucose 4,6-dehydratase 1313064 1311886 4.2.1.46 0 0 NaN 2.542702 RB2509_hypothetical protein 1313237 1313377 0 0 0 1.682705 RB2511_hypothetical protein 1313530 1313667 NaN 0 NaN 2.152707 RB2513_hypothetical protein 1314624 1314764 NaN 0 0 1.572717 RB2524_hypothetical protein 1319449 1319796 NaN 0 0 2.272723 RB2534_hypothetical protein 1324897 1325199 0 0 0 2.032727 RB2545_hypothetical protein 1328931 1328773 0 0 0 3.272734 RB2556_Planctomycete PGAMP 1335620 1335438 NaN 0 NaN 2.32750 RB2585_Bacterial microcompartments protein 1346035 1345766 NaN 0 0 2.262751 RB2586_Bacterial microcompartments protein 1346402 1346106 0 0 0 1.972774 RB2627_Glyceraldehyde 3-phosphate dehydrogenase 1364551 1365579 1.2.1.12 0 0 0 1.612783 RB2640_Sugar phosphate isomerase/epimerase 1372769 1371720 0 0 0 1.952784 RB2642_GTP cyclohydrolase I 1373147 1372782 3.5.4.16 0 0 0 1.492844 RB2740_hypothetical protein 1430028 1429648 NaN 0 0 1.62850 RB2747_hypothetical protein 1432443 1432685 0 0 0 2.232851 RB2748_conserved hypothetical protein 1433804 1432641 0 0 0 1.782852 RB2749_4-hydroxybenzoate octaprenyltransferase 1434783 1433866 2.5.1.- 0 0 0 1.67
2860 RB2764_secreted protein containing DUF1585 1442155 1439630 0 0 -1.68 2.662867 RB2784_membrane protein containing DUF107 1448065 1447454 NaN 0 0 2.162871 RB279_ABC-type multidrug transport system, ATPase component 138584 139510 NaN 0 NaN 2.282923 RB2875_hypothetical protein 1497313 1497534 0 0 0 1.582951 RB2924_secreted protein 1515456 1515025 0 0 0 1.532965 RB2943_hypothetical protein 1521275 1521535 0 0 0 2.022991 RB2976_ATP:cob(I)alamin adenosyltransferase 1536008 1535418 0 0 0 1.652998 RB2985_glycosyl transferase, group 1 family protein 1542040 1540943 0 0 NaN 2.363018 RB3013_hypothetical protein 1563386 1563619 NaN 0 NaN 2.143057 RB3073_hypothetical protein 1585180 1585025 0 0 0 2.373082 RB314_malonyl CoA-acyl carrier protein transacylase 156968 157897 2.3.1.39 0 0 0 2.193083 RB3140_hypothetical protein 1620838 1621173 0 0 0 1.683088 RB3146_protein containing DUF1556 1623952 1624248 0 0 NaN 2.743094 RB3153_hypothetical protein (protein containing DUF1584) 1626911 1626681 1.83 0 0 2.33100 RB316_3-oxoacyl-[acyl-carrier-protein] reductase 158031 158789 1.1.1.100 0 0 0 2.363104 RB3172_hypothetical protein 1634919 1634326 0 0 0 1.463111 RB3189_hypothetical protein 1646085 1646393 0 -1.47 0 2.063135 RB3224_hypothetical protein 1656004 1656450 -1.58 0 0 1.973144 RB324_hypothetical protein 162731 162880 0 0 0 2.073149 RB3247_hypothetical protein 1668665 1668390 0 0 0 1.863160 RB3261_hypothetical protein 1678001 1677717 0 0 0 1.783207 RB3333_hypothetical protein 1713409 1713528 0 0 0 2.033217 RB335_hypothetical protein 168642 168385 0 0 0 2.063260 RB341_hypothetical protein 169852 170124 1.67 0 NaN 2.273286 RB3449_hypothetical protein 1782475 1782317 0 0 0 1.63379 RB3599_KLHL5 protein 1871888 1872985 -1.47 0 0 2.283406 RB3633_hypothetical protein 1890483 1890211 0 0 0 1.673425 RB3659_hypothetical protein 1900428 1900607 0 0 0 2.633428 RB3662_hypothetical protein 1902024 1901893 NaN 0 0 2.033429 RB3663_secreted protein 1902328 1902119 0 0 0 1.873567 RB3864_hypothetical protein 1998657 1999049 0 0 0 2.163568 RB3865_acetyltransferase, GNAT family 1999065 1999601 0 0 0 1.663750 RB4160_conserved hypothetical protein 2136438 2137598 0 0 0 2.233755 RB4167_secreted cytochrome c-like protein 2144846 2141907 0 0 0 1.933769 RB4194_hypothetical protein 2156685 2156524 0 0 0 2.433851 RB4306_transposase and inactivated derivative 2221207 2219834 NaN 0 0 1.633862 RB4325_Planctomycete PGAMP 2228477 2228623 NaN 0 NaN 3.773867 RB4338_hypothetical protein 2233809 2233636 0 -1.57 0 2.783926 RB4425_hypothetical protein 2275100 2275483 0 0 0 1.813937 RB4440_Amidohydrolase 2 2278882 2279925 4.1.1.45 NaN 0 0 1.633947 RB4457_hypothetical protein 2285628 2285924 0 0 0 2.393967 RB4482_hypothetical protein 2297240 2296905 0 -1.67 0 2.533976 RB4498_hypothetical protein 2303522 2303250 1.51 0 0 2.24001 RB4530_heavy metal efflux pump, CzcA family 2323867 2320475 0 0 0 3.174024 RB4572_hypothetical protein 2339375 2339103 0 0 0 2.35
4044 RB4601_protein containing DUF1559 2356778 2357734 0 0 0 2.14081 RB4652_hypothetical protein 2380494 2380652 0 0 -1.59 1.94090 RB4662_secreted protein 2383563 2383676 -1.49 0 0 3.354104 RB4691_hypothetical protein 2395001 2395855 0 0 0 2.514114 RB4705_hypothetical protein 2403864 2403694 0 0 0 1.624164 RB4772_hypothetical protein 2446610 2446741 0 0 0 1.484169 RB4781_HesB/YadR/YfhF 2449655 2450125 0 0 NaN 2.24205 RB483_hypothetical protein 262569 262733 0 0 0 2.064287 RB4957_hypothetical protein 2548380 2548553 0 0 0 2.154296 RB4969_hypothetical protein 2554443 2555447 0 0 0 2.024340 RB5029_conserved hypothetical protein, secreted 2589744 2589034 0 0 0 2.464378 RB5093_hypothetical protein 2619010 2619213 NaN 0 0 1.894407 RB5138_hypothetical protein 2641024 2640848 0 0 0 2.714424 RB5168_hypothetical protein 2658508 2658690 0 0 0 1.794443 RB5195_arylsulfatase 2674328 2675845 3.1.6.12 0 0 0 1.534507 RB5294_sulfatase 2732584 2730983 0 0 0 1.544536 RB5348_transposase and inactivated derivative 2765787 2764414 0 0 0 1.464552 RB5371_hypothetical protein 2774829 2775158 0 0 0 1.774614 RB546_secreted protein containing DUF1501 302834 304291 0 0 0 3.014641 RB5502_membrane protein 2845859 2846293 0 0 0 2.244683 RB5572_hypothetical protein 2901618 2901499 0 0 0 1.944695 RB5597_conserved hypothetical protein, secreted 2913295 2913807 NaN 0 0 2.934697 RB560_protein containing DGPFAETKE domain 309384 308542 0 0 0 2.244847 RB5846_glycosyltransferase 3064164 3065057 0 0 0 1.554864 RB5874_hypothetical protein 3080941 3080798 0 0 0 1.694867 RB5877_hypothetical protein 3082302 3082409 0 0 0 1.674901 RB5937_hypothetical protein 3112147 3113067 0 0 0 2.854917 RB5966_hypothetical protein 3128115 3128537 0 0 0 1.584931 RB5988_secreted protein 3141494 3140970 0 0 0 2.214933 RB5990_hypothetical protein 3141918 3141577 NaN 0 NaN 2.314985 RB6081_hypothetical protein 3191035 3190877 0 0 0 1.525022 RB6147_3-dehydroquinate synthase 3229258 3230442 4.2.3.4 0 0 0 1.525035 RB6168_hypothetical protein 3236689 3237315 NaN 0 NaN 2.35038 RB6171_site-specific recombinase 3239091 3238048 0 0 0 1.455041 RB6175_hypothetical protein 3240125 3239748 0 0 NaN 2.185046 RB6188_hypothetical protein 3244384 3244178 NaN 0 NaN 3.015080 RB6245_hypothetical protein 3278762 3279085 0 0 0 1.935088 RB6257_secreted protein 3288666 3288043 0 0 0 3.145157 RB6374_conserved hypothetical protein 3348288 3349616 NaN 0 NaN 2.975158 RB6375_hypothetical protein 3349681 3350574 1.86 0 0 2.725165 RB6382_hypothetical protein 3355162 3355043 0 0 0 2.355172 RB6390_hypothetical protein 3361959 3362219 0 0 0 1.945180 RB6405_hypothetical protein 3371368 3371087 0 0 0 1.915203 RB6440_hypothetical protein 3391656 3391829 0 0 0 1.625316 RB6619_hypothetical protein 3518291 3517503 0 0 0 1.66
5339 RB6661_hypothetical protein 3538752 3538486 0 0 0 1.545365 RB670_hypothetical protein 359315 358905 0 0 0 1.655373 RB671_hypothetical protein 359218 359586 0 0 0 2.485379 RB6720_hypothetical protein 3567752 3567970 0 0 0 2.085390 RB6736_ISXo8 transposase 3578852 3577551 NaN 0 NaN 2.855405 RB6761_bacterioferritin comigratory protein 3594163 3594759 0 0 0 1.725445 RB6822_Chorismate synthase 3623410 3624624 4.2.3.5 NaN 0 NaN 2.885480 RB6883_Lipoprotein releasing system ATP-binding protein lolD 3657855 3658622 NaN 0 NaN 2.315500 RB6916_hypothetical protein 3676188 3676391 0 0 NaN 2.55508 RB6930_glutamate dehydrogenase 3680317 3679076 1.4.1.3 2.24 -1.94 0 3.15509 RB6932_CYSTEINE SYNTHASE A 3681308 3680349 2.5.1.47 NaN 0 0 2.975538 RB6989_hypothetical protein 3719206 3718958 NaN 0 NaN 2.295557 RB7016_hypothetical protein 3732513 3733238 NaN 0 NaN 2.595620 RB7114_phenylalanyl-tRNA synthetase alpha chain 3779252 3778209 6.1.1.20 0 0 0 1.675635 RB7136_hypothetical protein 3787932 3788138 NaN 0 0 1.645657 RB7176_hypothetical protein 3806783 3806643 0 0 0 1.565735 RB7292_metallo-beta-lactamase 3875577 3876347 0 -1.48 0 2.355753 RB7318_hypothetical protein 3895264 3894884 0 0 0 35754 RB7319_hypothetical protein 3895491 3895261 0 0 0 2.555778 RB7389_Putative transposase 3953590 3954717 NaN 0 NaN 2.215779 RB7390_hypothetical protein 3954342 3954968 0 0 0 1.575869 RB754_Polysaccharide export protein 403211 404305 NaN 0 NaN 2.095915 RB7599_hypothetical protein 4086498 4086379 0 0 0 1.845952 RB7652_malate dehydrogenase 4112505 4113452 1.1.1.37 0 0 NaN 2.845966 RB7678_protocatechuate 3,4-dioxygenase type II beta subunit 4123339 4122659 0 0 0 1.896042 RB7790_hypothetical protein 4173233 4173502 0 -1.49 0 1.886095 RB7875_Arylsulfatase A precursor 4208176 4209654 3.1.6.8 0 0 0 2.326213 RB8084_hypothetical protein 4330006 4329890 0 0 0 2.166227 RB8107_secreted protein 4339329 4340276 0 0 0 1.846237 RB8127_hypothetical protein 4349191 4349979 NaN 0 0 1.696242 RB8138_hypothetical protein 4351960 4352187 0 0 0 26312 RB8260_protein containing DUF167 4415394 4415068 0 0 0 1.566320 RB8275_hypothetical protein 4424897 4424760 NaN 0 0 1.616322 RB8279_hypothetical protein 4425128 4425343 0 0 -1.49 2.196369 RB8357_hypothetical protein 4460174 4460004 1.72 0 0 1.956431 RB8468_hypothetical protein 4520799 4520533 0 0 0 1.786472 RB8530_hypothetical protein 4550886 4550725 0 0 0 1.756547 RB867_hypothetical protein 460731 460429 0 0 0 2.026548 RB8670_hypothetical protein 4614842 4614985 2.47 0 0 4.216564 RB8697_hypothetical protein 4630281 4630111 NaN 0 0 3.266567 RB8700_hypothetical protein 4630224 4630400 1.51 -2.34 0 3.776588 RB8739_hypothetical protein 4643832 4644191 0 0 0 1.496595 RB8747_DNA/pantothenate metabolism flavoprotein 4648152 4648808 NaN 0 NaN 2.086596 RB8748_dihydroorotate dehydrogenase 4648815 4649732 1.3.3.1 NaN 0 NaN 2.336636 RB8818_hypothetical protein 4689021 4688839 0 0 0 2.13
6650 RB8840_acylphosphatases 4701445 4701729 NaN 0 NaN 2.096672 RB8876_hypothetical protein 4723629 4723892 0 0 0 1.636678 RB8884_hypothetical protein 4727666 4727878 0 0 NaN 2.266691 RB8902_hypothetical protein 4740474 4740226 0 0 0 2.36700 RB8917_hypothetical protein 4747435 4747659 0 0 0 2.596731 RB8975_hypothetical protein 4783888 4783556 NaN 0 0 2.66737 RB8983_methanol dehydrogenase regulatory protein 4788960 4790000 0 0 0 1.686763 RB9037_secreted protein 4821537 4822571 NaN 0 0 1.686764 RB9038_hypothetical protein 4823103 4822642 0 0 0 2.746782 RB9078_2-oxoglutarate dehydrogenase E1 component 4846881 4849790 1.2.4.2 NaN 0 0 1.556849 RB9196_secreted protein containing DUF1080 4916635 4917975 0 0 NaN 2.116851 RB9198_hypothetical protein 4918032 4918208 NaN 0 NaN 5.136871 RB9231_hypothetical protein 4937008 4936679 NaN 0 NaN 2.166879 RB924_hypothetical protein 490400 489774 NaN 0 NaN 2.866897 RB9276_membrane protein 4958461 4959162 0 0 0 1.576929 RB933_hypothetical protein 493451 492825 NaN 0 NaN 2.256933 RB934_Putative transposase 494203 493076 NaN 0 NaN 2.176950 RB936_hypothetical protein 494524 494267 0 0 0 1.596953 RB9365_hypothetical protein 5017351 5017809 0 0 0 37157 RB9699_Rhs element Vgr protein 5226252 5228345 0 0 0 1.487159 RB9702_conserved hypothetical protein 5229342 5229632 0 0 NaN 2.667277 RB9908_hypothetical protein 5339497 5339649 NaN 0 NaN 2.157283 RB9918_hypothetical protein 5344369 5344872 NaN 0 NaN 2.757292 RB9936_hypothetical protein 5350464 5350640 0 0 0 1.48
Cluster 4Original row UID Start Stop EC 62 h vs 44 h 82 h va 62 h 96 h vs 82 h 240 h vs 82 h
567 RB10951_secreted protein 5940232 5939927 3.24 0 1.51 -3.11207 RB10341_hypothetical protein 5593416 5593601 2.27 0 0 0209 RB10343_hypothetical protein 5593898 5594059 3.62 0 0 0264 RB10440_hypothetical protein 5655693 5655842 3.33 0 0 -2393 RB10665_hypothetical protein 5789912 5790514 1.47 1.47 0 0619 RB1104_hypothetical protein 572078 572257 2.89 0 0 0
1303 RB12199_conserved hypothetical protein 6577614 6577778 1.58 0 0 01567 RB12610_conserved hypothetical protein 6793700 6793957 2.12 0 0 -2.191709 RB12833_conserved hypothetical protein 6921305 6921634 1.85 0 0 01869 RB13115_conserved hypothetical protein 7036614 7036369 2.31 0 0 -2.52349 RB1961_hypothetical protein 1033791 1034144 3.07 0 0 NaN3118 RB3196_hypothetical protein 1650093 1650422 1.65 0 0 03147 RB3244_hypothetical protein 1667233 1666949 1.47 0 0 -1.473237 RB3374_hypothetical protein 1740350 1740063 1.5 0 -1.75 -2.373411 RB3644_hypothetical protein 1895184 1894801 2.98 -1.6 -2.27 03977 RB4499_hypothetical protein 2303764 2303519 2.06 0 0 04897 RB5929_hypothetical protein 3107256 3107480 1.86 0 0 05160 RB6378_hypothetical protein 3352598 3353284 2.75 0 0 -1.995214 RB6454_hypothetical protein 3407776 3407495 1.67 0 0 05496 RB6910_hypothetical protein 3671484 3671356 3.07 0 0 -3.126065 RB7828_hypothetical protein 4192037 4191915 2.96 0 0 06247 RB8146_hypothetical protein 4355122 4354667 2.1 0 0 -2.216268 RB8188_hydroxypyruvate isomerase 4378573 4379352 5.3.1.22 2.3 0 NaN 06546 RB8669_hypothetical protein 4614557 4614670 2.61 -1.57 0 1.696609 RB8775_hypothetical protein 4665497 4665252 2.49 0 0 07006 RB9450_hypothetical protein 5076581 5076739 3.13 -1.46 NaN 1.89
Cluster 11Original row UID Start Stop EC 62 h vs 44 h 82 h va 62 h 96 h vs 82 h 240 h vs 82 h
206 RB10339_RNA polymerase sigma factor RpoD 5593398 5591839 NaN 0 0 -1.893919 RB4416_Cytochrome c oxidase, subunit I 2271803 2269302 -1.85 0 0 -1.716797 RB9104_hypothetical protein 4866696 4866559 -1.46 0 0 -1.73142 RB10221_conserved hypothetical protein 5521594 5522802 NaN 0 0 -1.5153 RB10242_Curved DNA-binding protein 5536118 5535126 NaN 2.44 0 -2.37229 RB10384_hypothetical protein 5612174 5611884 NaN 2.44 0 -3.18256 RB1043_conserved hypothetical protein 543083 543352 NaN 0 0 -2.15326 RB10553_succinate dehydrogenase (cytochrome b558 subunit) 5723185 5724069 NaN 0 0 -1.75566 RB10950_membrane or secreted protein 5939124 5939825 NaN 0 0 -2.29598 RB11000_conserved hypothetical protein, membrane 5964054 5963380 0 1.49 0 -2.27702 RB11183_universal stress protein family 6068240 6067293 NaN 0 0 -1.46736 RB11235_hypothetical protein 6090398 6090991 NaN 0 0 -1.66860 RB11432_conserved hypothetical protein 6197188 6196988 NaN 0 0 -1.47
1099 RB11853_GTP cyclohydrolase I 6382501 6383190 3.5.4.16 NaN 0 0 -1.491106 RB11863_RecA bacterial DNA recombination protein 6388538 6387411 NaN 1.63 0 -2.031118 RB11886_protein containing DUF1585 6403682 6400881 0 0 0 -1.851225 RB12060_conserved hypothetical protein 6507405 6506977 NaN 1.47 0 -1.591367 RB12296_Short-chain dehydrogenase/reductase SDR 6615422 6614403 NaN 1.66 0 -1.581417 RB12372_RNA polymerase ECF-type sigma factor 6658702 6659430 NaN 0 0 -2.481435 RB12396_ hypothetical protein 6670870 6670697 0 0 0 -1.661483 RB12471_conserved hypothetical protein 6712442 6712185 NaN 1.82 0 -1.841551 RB12581_conserved hypothetical protein 6780597 6780073 -1.65 0 0 -1.481573 RB12621_conserved hypothetical protein 6796861 6796604 NaN 0 0 -1.821596 RB12658_3-isopropylmalate dehydratase small subunit 6814851 6815441 4.2.1.33 NaN 0 0 -1.541756 RB1291_hypothetical protein 656684 656977 -1.74 0 NaN -1.681990 RB13324_hypothetical protein 7141677 7141787 -1.74 0 NaN -1.522013 RB1359_Protease do precursor 693488 695377 3.4.21.- NaN 0 0 -1.862023 RB138_Sigma factor, ECF-like 60872 61516 NaN 0 0 -1.732030 RB1392_RNA polymerase sigma factor 711705 710683 NaN 0 0 -1.852131 RB1561_Ribulose-phosphate 3-epimerase 798959 798252 5.1.3.1 NaN 0 0 -1.532536 RB2274_hypothetical protein 1193331 1192939 0 0 -1.47 -1.72557 RB2306_hypothetical protein 1206782 1206907 -1.68 0 NaN -1.472573 RB2331_hypothetical protein 1215088 1214687 0 0 0 -1.512674 RB2479_conserved hypothetical protein 1296683 1295862 -1.59 0 NaN -1.522786 RB2647_conserved hypothetical protein, secreted 1374889 1374116 NaN 0 0 -2.042787 RB2649_hypothetical protein 1374987 1375148 0 1.55 0 -2.48
2883 RB2810_hypothetical protein 1459901 1459752 NaN 0 0 -5.372982 RB2963_hypothetical protein 1526707 1527066 NaN 1.62 0 -1.982990 RB2975_Nitrogen regulatory protein P-II 1535384 1534983 NaN 0 0 -1.623022 RB3023_secreted protein 1566881 1566414 0 0 0 -2.323174 RB3281_Histone-like bacterial DNA-binding protein 1687272 1686853 -1.53 0 NaN -1.623248 RB3395_secreted protein containing DUF1559 1752151 1753347 0 0 0 -1.473301 RB3473_membrane protein 1794413 1795744 NaN 0 0 -1.473402 RB3627_Transglutaminase-like domain 1888482 1887640 -1.65 0 NaN -1.73518 RB3789_hypothetical protein 1962878 1962399 NaN 0 0 -3.063532 RB3813_hypothetical protein 1975188 1975415 0 0 0 -1.593580 RB3882_hypothetical protein 2007369 2007217 0 0 0 -1.643595 RB3905_hypothetical protein 2018601 2018717 -1.89 0 0 -1.773610 RB3928_hypothetical protein 2033789 2034310 0 0 0 -1.553629 RB3953_hypothetical protein 2048784 2046211 -2 0 NaN -1.723681 RB4032_secreted protein containing DUF1501 2084885 2083440 -1.58 0 0 -1.463698 RB4071_integral membrane protein 2098441 2099550 0 0 0 -1.933711 RB4097_conserved hypothetical protein 2108244 2110445 -1.88 0 0 -1.763753 RB4165_hypothetical protein 2139632 2141797 -1.57 0 NaN -1.643756 RB417_nonspecific nucleoside hydrolase 221324 222268 NaN 0 0 -2.053760 RB4176_hypothetical protein 2146928 2146638 0 1.9 0 -3.423763 RB418_conserved hypothetical protein, membrane 222222 223313 -1.96 0 NaN -1.963771 RB4196_hypothetical protein 2157140 2157484 -1.47 0 NaN -1.523795 RB4229_conserved hypothetical protein 2167854 2166595 -1.48 0 0 -1.463810 RB4255_hypothetical protein 2180806 2180192 0 0 0 -1.653904 RB4394_protease I 2261372 2261938 3.2.-.- -1.7 0 1.61 -3.873906 RB4396_glutathione reductase 2262532 2263887 1.8.1.7 NaN 0 0 -1.563944 RB4454_Flagellin A 2283201 2285420 -1.54 0 0 -1.783949 RB4459_MscS Mechanosensitive ion channel 2288477 2287089 -1.52 0 0 -1.723982 RB4504_membrane protein containing DUF421 2304293 2304838 NaN 0 0 -1.524004 RB4538_secreted protein 2326219 2325701 NaN 0 0 -1.64054 RB4613_HesB/YadR/YfhF 2362510 2362178 -1.59 2.48 0 -3.394055 RB4614_hypothetical protein 2362625 2362491 -1.48 0 0 -3.764097 RB4678_secreted protein 2390618 2391217 NaN 1.53 0 -1.854153 RB4754_hypothetical protein 2437589 2437765 NaN 0 0 -2.124234 RB4876_delta 9 acyl-lipid fatty acid desaturase 2506214 2505021 1.14.19.- NaN 0 0 -3.634250 RB4900_hypothetical protein 2520067 2519567 NaN 0 0 -1.594288 RB4958_hypothetical protein 2549283 2548531 NaN 0 0 -1.774387 RB5103_membrane protein 2622260 2623318 0 0 0 -1.67
4487 RB5262_membrane protein 2713742 2714029 NaN 0 0 -1.994596 RB5434_Elongation factor G 1 2817863 2815776 -1.51 0 0 -1.474738 RB566_exopolysaccharide synthesis, ExoD family 312007 311123 0 0 0 -2.414798 RB5761_conserved hypothetical protein, membrane 3015202 3014426 -1.55 0 NaN -1.684824 RB5801_Ribosomal protein S15 3039583 3039852 NaN 0 0 -1.514872 RB5882_hypothetical protein 3084330 3083599 NaN 0 0 -2.144911 RB5955_hypothetical protein 3121488 3122021 NaN 0 0 -2.574948 RB6010_hypothetical protein 3149911 3150072 -1.65 0 NaN -1.645118 RB6314_hypothetical protein 3319320 3319478 0 0 -1.88 -2.655143 RB6351_hypothetical protein 3336171 3336347 NaN 0 0 -1.745189 RB6417_conserved hypothetical protein 3378045 3378794 NaN 2.23 0 -2.975219 RB6463_conserved hypothetical protein, membrane 3415155 3415724 0 0 0 -1.655294 RB658_transport protein 356228 354990 NaN 0 0 -1.75296 RB6583_secreted protein 3498012 3501002 0 0 -1.62 -1.925338 RB666_conserved hypothetical protein 357735 357956 NaN 0 0 -1.465352 RB6681_hypothetical protein 3551775 3552194 0 0 0 -1.555381 RB6724_hypothetical protein 3569189 3569584 -1.54 0 NaN -1.865408 RB6766_hypothetical protein 3597367 3597534 0 0 0 -1.55415 RB6778_hypothetical protein 3603142 3603321 0 0 0 -2.495485 RB6895_Glycosyl transferase, family 4 3666358 3665153 NaN 0 0 -1.625504 RB6923_hypothetical protein 3677883 3678398 NaN 0 0 -1.75514 RB6941_secreted protein 3686675 3686076 NaN 0 0 -1.675598 RB7085_hypothetical protein 3763662 3763435 NaN 2.58 0 -4.435820 RB7452_conserved hypothetical protein 3994713 3995225 NaN 1.78 0 -2.496232 RB8119_hypothetical protein 4346427 4346855 -1.6 0 NaN -1.476304 RB8246_conserved hypothetical protein 4409241 4408441 NaN 0 0 -1.456344 RB8319_hypothetical protein 4442421 4442308 NaN 0 0 -1.836532 RB8633_Aminotransferase class-III 4601126 4602520 2.6.1.- 0 0 0 -2.666795 RB9101_secreted YceI like family protein 4863681 4863130 NaN 0 0 -1.476819 RB9141_rRNA (guanine-N(2)-)-methyltransferase 4891836 4892876 -1.5 0 NaN -1.516967 RB9389_hypothetical protein 5035390 5034998 0 0 0 -2.26969 RB9392_hypothetical protein 5038107 5037580 0 0 0 -1.867002 RB9445_integral membrane protein 5074872 5075621 -1.78 0 NaN -1.857040 RB951_protein containing DUF1596 502459 501755 0 0 0 -2.187050 RB9529_hypothetical protein 5117956 5118297 -1.76 0 NaN -1.667222 RB9811_secreted protein 5284365 5284673 0 0 0 -1.617223 RB9813_hypothetical protein 5285123 5284638 NaN 0 0 -2.14176 RB10286_hypothetical protein 5558157 5558011 -1.5 0 0 -1.65
401 RB10678_hypothetical protein 5802466 5802816 -1.73 0 0 -1.577127 RB9651_sialic acid-specific 9-O-acetylesterase 5198277 5196643 3.1.1.53 -2.07 0 NaN -1.6
Cluster 12Original row UID Start Stop EC 62 h vs 44 h 82 h va 62 h 96 h vs 82 h 240 h vs 82 h
3229 RB3366_hypothetical protein 1730380 1730616 -1.46 0 NaN 03704 RB4084_hypothetical protein 2104677 2105036 -1.49 0 NaN 03780 RB4210_hypothetical protein 2160917 2161363 -1.45 0 NaN 04267 RB4920_hypothetical protein 2531850 2531641 -2.34 0 0 04756 RB5695_carbon-nitrogen hydrolase family 2971401 2972267 -1.69 0 NaN 05155 RB6372_hypothetical protein 3346722 3347120 -1.48 0 NaN 05468 RB686_arylsulfatase 370206 368557 3.1.6.1 -1.66 0 NaN 0102 RB1015_membrane protein 531723 532391 -1.62 0 NaN 0381 RB10648_conserved hypothetical protein 5779160 5778228 -1.61 0 NaN 0400 RB10675_membrane protein 5802507 5800168 -1.82 0 NaN 0596 RB110_choline-sulfatase 49093 47345 -1.5 0 NaN 0795 RB11325_conserved hypothetical protein 6142535 6142392 -1.92 0 NaN 0818 RB1137_hypothetical protein 585204 585488 -1.55 0 NaN 0
1340 RB12250_conserved hypothetical protein 6597248 6597562 -1.53 0 0 01397 RB12334_Peptidase M50 6636156 6635356 3.4.24.- -1.59 0 NaN 01452 RB12426_conserved hypothetical protein, membrane 6684059 6684472 -1.53 0 NaN 01518 RB12526_Rhomboid-like protein 6747132 6747902 -1.6 0 NaN 01668 RB12770_conserved hypothetical protein 6884806 6884306 -2.26 0 0 02336 RB1931_hypothetical protein 1013831 1013625 -1.96 0 NaN 02436 RB2105_membrane protein 1114012 1112600 -1.54 0 0 02438 RB2110_multidrug resistance protein norM 1114250 1115653 -1.52 0 NaN 02603 RB2370_hypothetical protein 1229187 1229023 -1.59 0 NaN 02667 RB2471_glycosyltransferase 1290824 1289514 -1.45 0 NaN 02697 RB2503_O-antigen flippase 1311056 1309509 -1.61 0 0 02719 RB2529_membrane protein 1320541 1321128 -1.74 0 0 02757 RB2592_hypothetical protein 1348926 1348333 -1.57 0 NaN 02976 RB2956_hypothetical protein 1524488 1524613 -1.48 0 NaN 03089 RB3147_membrane protein 1624840 1624334 -1.72 0 NaN 03171 RB3277_hypothetical protein 1686552 1685887 -1.5 0 0 03204 RB3329_hypothetical protein 1711937 1711743 -1.66 0 NaN 03235 RB3372_hypothetical protein 1733666 1734013 -1.72 0 0 03262 RB3413_Esterase/lipase/ 1762402 1761281 -1.66 0 0 03287 RB3450_hypothetical protein 1782543 1782358 -1.52 0 0 03422 RB3656_polyktetide cyclase, secreted 1898389 1899330 -1.46 0 NaN 03438 RB3675_secreted protein 1904552 1906780 -1.53 0 NaN 03457 RB37_membrane protein 18328 17846 -1.61 0 NaN 0
3513 RB378_periplasmic nitrate reductase large subunit precursor 191963 194224 1.7.99.4 -1.46 0 0 03650 RB3988_secreted protein 2059740 2060306 -1.45 0 NaN 03693 RB406_arylsulfatase 217496 215823 -1.47 0 0 03716 RB4104_hypothetical protein 2112335 2112553 -1.58 0 0 03818 RB4266_hypothetical protein 2183250 2183414 -1.66 0 NaN 03824 RB4273_iron-dependent peroxidase 2193431 2191875 1.1.1.- -1.77 0 NaN 03868 RB434_hypothetical protein 231791 231988 -1.54 0 0 03912 RB4402_hypothetical protein 2265340 2265501 -1.63 -1.51 NaN 03948 RB4458_Protein of unknown function, UPF0118 2287089 2286061 -1.77 0 0 03990 RB4513_serum resistance protein 2315098 2314118 -1.54 0 0 NaN4124 RB4719_hypothetical protein 2419276 2419112 -1.49 0 NaN 04125 RB472_hypothetical protein 253266 253409 -1.76 0 -1.58 04140 RB4738_dihydroorotate dehydrogenase 2430029 2429016 1.3.3.1 -1.47 0 NaN 04165 RB4773_hypothetical protein 2446723 2447349 -1.87 0 -1.5 04214 RB4844_hypothetical protein 2481716 2481868 -1.47 0 0 04248 RB4897_hypothetical protein 2519505 2518951 -1.78 0 NaN 04260 RB4913_ATP synthase C chain 2527319 2527648 3.6.3.14 -1.45 0 0 04386 RB5102_hypothetical protein 2622248 2622000 -1.46 0 0 04429 RB5174_Bacterial type II and III secretion system protein 2660936 2662705 -1.6 0 NaN 04588 RB5424_sulfatase 2807339 2809060 -1.76 0 NaN 04620 RB5468_O-antigen related protein 2831490 2830492 -1.48 0 NaN NaN4688 RB5581_conserved hypothetical protein 2905973 2904780 -1.68 0 NaN 04760 RB5701_oxidase subunit 2975188 2978523 -1.5 0 NaN 04846 RB5841_serine/threonine protein phosphatase family 3061924 3063936 -1.64 0 NaN 04851 RB5851_hypothetical protein 3066676 3066461 -1.46 0 NaN 04862 RB5872_hypothetical protein 3080059 3080310 -1.51 0 0 04884 RB5903_hypothetical protein 3094315 3094491 -1.54 0 NaN 04955 RB6019_hypothetical protein 3154683 3154198 -1.62 0 0 04959 RB6031_hypothetical protein 3160462 3158984 -1.55 0 NaN 04965 RB6042_CBS domain protein 3166072 3164825 -1.55 0 NaN 05096 RB6274_hypothetical protein 3297130 3296951 -1.71 0 NaN 05114 RB6305_dolichol-phosphate mannosyltransferase 3312842 3314155 -1.52 0 0 05191 RB6423_hypothetical protein 3380603 3380740 -2.17 0 0 05199 RB6434_hypothetical protein 3388682 3388536 -1.77 0 0 05206 RB6443_Cys/Met metabolism pyridoxal-phosphate-dependent enzymes 3393276 3394469 -1.59 0 NaN 05224 RB6470_Abortive infection protein 3420270 3422375 -1.63 -1.63 NaN 05242 RB6496_hypothetical protein 3441948 3442121 -1.57 0 0 05269 RB6537_Aldose 1-epimerase 3472890 3471736 5.1.3.3 -1.57 0 NaN 0
5271 RB6539_membrane protein 3474598 3475722 -1.75 0 NaN 05287 RB6569_hypothetical protein 3489300 3489527 -1.47 0 NaN 05290 RB6574_protein containing DUF1585 3493615 3491444 -2.19 0 NaN 05298 RB6587_hypothetical protein 3501747 3501595 -1.92 0 0 05313 RB6610_conserved hypothetical protein 3511694 3515401 -1.68 0 NaN 05319 RB6624_Bacterial sugar transferase 3520589 3522100 2.7.8.6 -1.63 0 0 05324 RB6632_hypothetical protein 3524963 3525130 -1.68 0 0 05340 RB6663_Major facilitator superfamily MFS_1 3540255 3538870 -1.5 0 NaN 05364 RB6699_hypothetical protein 3559781 3559924 -1.76 0 NaN 05426 RB679_hypothetical protein 362787 362605 -1.54 0 NaN 05462 RB6849_hypothetical protein 3642537 3642232 -1.48 0 0 05467 RB6858_dehydrogenases and related proteins 3646807 3645782 -1.58 0 0 05471 RB6864_hypothetical protein 3648295 3648429 -1.65 0 NaN 05513 RB6938_membrane protein 3685985 3684477 -1.5 0 0 05521 RB6958_conserved hypothetical protein 3695752 3695186 -1.55 0 0 05536 RB6984_hypothetical protein 3717257 3717394 -1.46 0 NaN 05589 RB7072_lipoate-protein ligase A 3754556 3753783 6.3.2.- -1.53 0 NaN 05615 RB7109_hypothetical protein 3775707 3775546 -1.72 0 NaN 05708 RB7246_hypothetical protein 3850393 3850545 -1.5 0 0 05935 RB7628_hypothetical protein 4104029 4103661 -1.51 0 NaN 05947 RB7646_hypothetical protein 4111735 4111923 -1.46 0 0 06290 RB8223_protein containing DUF1559 4399759 4398527 -1.68 0 NaN 06597 RB8749_hypothetical protein 4649927 4649739 -1.48 0 NaN 06762 RB9034_conserved hypothetical protein, secreted 4818355 4821450 -1.54 0 NaN 06814 RB9130_hypothetical protein 4886818 4886018 -1.48 0 0 06868 RB9228_hypothetical protein 4934679 4936592 -1.51 0 NaN 06964 RB9385_ribose transport ATP-binding protein rbsA 5033732 5032209 3.6.3.17 -1.56 0 NaN 07248 RB9861_hypothetical protein 5313829 5314125 -1.47 0 NaN 03820 RB4269_glutamic acid specific endopeptidase, GSE=serine endopeptidase 2185049 2184201 -1.61 0 -1.57 05425 RB6789_secreted protein 3608487 3607945 -1.61 0 -1.53 05574 RB7042_hypothetical protein 3743971 3744246 -1.63 0 -1.61 0
Cluster 13Original row UID Start Stop EC 62 h vs 44 h 82 h va 62 h 96 h vs 82 h 240 h vs 82 h
1139 RB11922_membrane protein containing DUF420 6419037 6418585 0 0 -1.53 01619 RB12691_conserved hypothetical protein 6834264 6834085 0 0 -1.76 02032 RB1395_secreted protein similar to DNA-binding protein 712097 713056 0 0 -2.33 02428 RB2096_hypothetical protein 1106467 1105484 0 0 -1.49 02554 RB2302_hypothetical protein 1204388 1204528 0 0 -1.46 02828 RB2714_protein containing DUF541 1415817 1414909 0 0 -1.59 02978 RB2958_hypothetical protein 1524723 1524962 0 0 -1.48 03483 RB3739_conserved hypothetical protein 1935471 1935052 0 0 -1.64 03578 RB3880_hypothetical protein 2006953 2006705 0 0 -1.64 03608 RB3925_hypothetical protein 2033534 2033382 0 0 -1.57 03625 RB3949_hypothetical protein 2042289 2042528 0 0 -1.98 03643 RB3975_hypothetical protein 2056726 2057340 0 0 -1.54 03646 RB3981_hypothetical protein 2058000 2058485 0 0 -1.86 03903 RB4393_hypothetical protein 2261154 2261375 0 0 -1.51 04084 RB4657_hypothetical protein 2381865 2382236 0 0 -1.84 04242 RB4886_hypothetical protein 2513213 2513010 0 1.56 -1.74 04493 RB5271_hypothetical protein 2717327 2717596 0 0 -1.78 04535 RB5347_hypothetical protein 2764290 2764442 0 0 -2.27 04671 RB5555_hypothetical protein 2891274 2891438 0 0 -1.78 04691 RB5587_secreted protein 2908004 2907345 NaN 0 -1.52 04882 RB59_hypothetical protein 25208 24939 0 0 -1.5 05029 RB6158_hypothetical protein 3233532 3233104 0 0 -1.51 05235 RB6489_low-specificity D-threonine aldolase 3435940 3434765 NaN 0 -1.46 05303 RB6594_hypothetical protein 3505472 3506359 0 0 -1.82 05393 RB6740_nonspecific acid phosphatase precursor 3579474 3580466 NaN 0 -1.58 05680 RB7207_hypothetical protein 3822537 3822896 0 0 -1.71 05843 RB7494_oxidoreductase protein 4019046 4020083 0 0 -1.61 05867 RB7535_hypothetical protein 4050024 4050434 0 0 -1.94 06676 RB8881_hypothetical protein 4726480 4726013 0 0 -1.48 06815 RB9132_conserved hypothetical protein 4886727 4888004 0 0 -1.68 06939 RB9346_hypothetical protein 5008335 5008550 0 0 -1.86 1.787084 RB9578_hypothetical protein 5150392 5150592 0 0 -1.5 01437 RB1240_protein containing DUF1080 634060 632546 0 0 -2.43 1.521617 RB1269_hypothetical protein 649412 648801 0 0 -3.09 1.862236 RB1751_hypothetical protein 910027 909821 0 0 -2.24 1.942268 RB1814_hypothetical protein 939221 938487 0 0 -1.72 1.49
Cluster 14Original row UID Start Stop EC 62 h vs 44 h 82 h va 62 h 96 h vs 82 h 240 h vs 82 h
7298 RB9945_secreted protein 5355360 5356313 0 -1.86 -3.42 01370 RB1230_hypothetical protein 627328 626975 0 -1.46 -2.95 01393 RB12329_conserved hypothetical protein, membrane 6634234 6634566 2.02 -1.72 -2.44 01889 RB13148_arylsulfatase A [precursor] 7058006 7054968 0 -1.49 -2.64 1.482103 RB1513_secreted protein 775203 774907 0 -1.49 -1.59 1.663058 RB3074_hypothetical protein 1585325 1585164 0 -1.53 -1.99 03093 RB3152_hypothetical protein 1626667 1626461 0 -1.8 -1.65 2.033526 RB3802_hypothetical protein 1969456 1969262 0 -1.86 -2.09 04131 RB4727_hypothetical protein 2422602 2422766 0 -1.8 -2.98 24150 RB4750_membrane protein 2435462 2436076 0 -1.46 -2.71 1.534512 RB5303_hypothetical protein 2736717 2736514 0 -1.73 -2.5 04582 RB5415_hypothetical protein 2798737 2798925 0 -1.58 -1.52 05049 RB6193_hypothetical protein 3246096 3245908 0 -2.27 -1.86 06686 RB8895_Sialidase 4736087 4737343 3.2.1.18 0 -1.46 -2.02 06754 RB9020_secreted protein 4807486 4808631 0 -2.13 -2.63 0
Cluster 16Original row UID Start Stop EC 62 h vs 44 h 82 h va 62 h 96 h vs 82 h 240 h vs 82 h
83 RB10126_hypothetical protein 5465210 5465341 0 0 2.24 4.226366 RB8353_hypothetical protein 4459374 4459622 NaN 0 2.43 1.83
15 RB10022_membrane protein 5396916 5397413 NaN 0 NaN 1.6140 RB10053_secreted protein containing DUF1501 5423854 5425344 NaN 0 NaN 1.5842 RB10060_Bacterial regulatory protein, ArsR 5426810 5427139 0 0 NaN 1.4666 RB10105_protein containing DUF1582 5451202 5450855 NaN 0 NaN 1.5368 RB10107_hypothetical protein 5451876 5451724 NaN 0 NaN 1.6377 RB10119_serine/threonine protein kinase 5462723 5460423 2.7.1.37 NaN 0 NaN 1.63
108 RB10167_hypothetical protein 5497096 5496917 NaN 0 NaN 1.68111 RB10172_aldehyde dehydrogenase family protein (Betaine) 5499799 5498330 1.2.1.36 NaN 0 NaN 1.51151 RB10238_protein containing DUF1559 5531834 5533567 NaN 0 NaN 1.72163 RB10263_hypothetical protein 5546338 5546162 NaN 0 2.07 1.49213 RB10347_hypothetical protein 5596258 5595704 0 0 NaN 1.69233 RB1039_Seryl-tRNA synthetase, class IIa 541472 542800 6.1.1.11 NaN 0 NaN 1.47251 RB10419_hypothetical protein 5639506 5639384 NaN 0 NaN 1.5254 RB10427_hypothetical protein 5647025 5646882 NaN 0 NaN 1.5259 RB10433_membrane protein 5651746 5650421 NaN 0 NaN 1.72470 RB10787_glycerate dehydrogenase/hydroxypyruvate reductase 5860031 5858568 1.1.1.81 NaN 0 NaN 1.45573 RB10965_conserved hypothetical protein, membrane 5942116 5942730 NaN 0 NaN 1.7581 RB10978_Small multidrug resistance protein 5947515 5947883 NaN 0 NaN 1.59607 RB11016_protein containing DUF1559 5974211 5973102 NaN 0 1.59 1.48615 RB11031_hypothetical protein 5980865 5981053 NaN 0 1.66 2.68630 RB11062_conserved hypothetical protein 5995358 5994714 NaN 0 NaN 1.69636 RB11070_hypothetical protein 6000321 6000479 0 0 1.71 2.84686 RB11156_secreted protein 6056074 6055022 NaN 0 NaN 1.84712 RB1120_multidrug efflux protein, outer membrane component 576988 575033 NaN 0 NaN 1.61754 RB11268_hypothetical protein 6109768 6109475 NaN 0 1.83 1.86778 RB11303_Transposase IS66 6128599 6127205 NaN 0 NaN 1.82783 RB11310_hypothetical protein 6130268 6130516 NaN 0 NaN 1.49813 RB11356_glycosyltransferase, family 2 6158199 6157486 NaN 0 NaN 1.62855 RB11424_conserved hypothetical protein 6195656 6196132 NaN 0 4.52 3.97856 RB11427_conserved hypothetical protein 6196136 6196417 NaN 0 2.45 2.67857 RB11429_conserved hypothetical protein 6196478 6196591 0 0 4.88 4.84864 RB11439_conserved hypothetical protein 6197993 6198274 0 0 4.95 4.77866 RB11446_conserved hypothetical protein 6199492 6199833 -1.45 0 2.4 4.37868 RB11450_conserved hypothetical protein 6200046 6200228 0 0 3.94 3.29874 RB11468_conserved hypothetical protein, secreted 6205637 6204918 NaN 0 NaN 1.6886 RB11484_conserved hypothetical protein 6212742 6212611 NaN 0 NaN 1.73989 RB11663_sugar transport protein 6290653 6292005 NaN 0 NaN 1.78
1004 RB11679_conserved hypothetical protein 6300368 6300523 NaN 0 NaN 1.461006 RB11680_conserved hypothetical protein 6300635 6300456 NaN 0 NaN 1.91010 RB11685_conserved hypothetical protein 6301256 6301077 NaN 0 NaN 1.621017 RB117_membrane or secreted protein 51525 51136 NaN 0 NaN 1.851030 RB11722_conserved hypothetical protein 6317037 6318065 NaN 0 NaN 1.761059 RB11769_domain/calx-beta domain protein 6335006 6359527 NaN 0 NaN 1.551066 RB1180_hypothetical protein 604378 604656 NaN 0 NaN 1.681069 RB11803_ISxac3 transposase 6362243 6363121 0 0 NaN 1.481081 RB11823_conserved hypothetical protein, secreted 6371378 6373282 NaN 0 NaN 1.941082 RB11826_conserved hypothetical protein 6373298 6373600 0 0 NaN 1.661090 RB1184_protein containing DUF1556 605971 605675 0 0 NaN 1.631092 RB11844_conserved hypothetical protein 6378510 6378794 NaN 0 NaN 1.691124 RB1190_integrase 607131 608009 NaN 0 NaN 1.531137 RB1192_INTEGRASE/RECOMBINASE 609496 608450 0 0 NaN 1.471172 RB11973_conserved hypothetical protein, membrane 6447543 6446722 NaN 0 NaN 1.521197 RB12009_conserved hypothetical protein 6479495 6477951 NaN 0 NaN 1.691259 RB12116_DNA polymerase III epsilon subunit 6541348 6540281 NaN 0 NaN 1.531318 RB12219_conserved hypothetical protein 6586411 6584993 NaN 0 NaN 1.831347 RB12265_conserved hypothetical protein 6602530 6602402 NaN 0 NaN 1.511436 RB12398_conserved hypothetical protein 6672013 6670928 NaN 0 NaN 1.711465 RB12442_conserved hypothetical protein 6698977 6697442 NaN 0 NaN 1.771502 RB12500_flagellum-specific ATP synthase FliI 6730666 6729263 NaN 0 NaN 1.471530 RB1255_hypothetical protein 640910 640755 NaN 0 NaN 1.971597 RB1266_hypothetical protein 648804 648505 NaN 0 NaN 1.581616 RB12689_secreted protein 6833004 6833324 NaN 0 2.18 2.121618 RB12690_3-deoxy-manno-octulosonate cytidylyltransferase 6834088 6833336 2.7.7.38 NaN 0 NaN 1.931622 RB12694_serine/threonine-protein kinase 6837178 6836147 2.7.1.37 0 0 NaN 1.791631 RB12710_conserved hypothetical protein 6846593 6846703 NaN 0 NaN 1.731642 RB12734_conserved hypothetical protein, secreted 6863889 6862186 NaN 0 NaN 1.491683 RB12799_DNA-directed DNA polymerase 6908262 6905179 2.7.7.7 NaN 0 NaN 1.461689 RB12806_conserved hypothetical protein 6911165 6910548 NaN 0 NaN 1.691700 RB12820_conserved hypothetical protein 6916142 6915996 0 0 NaN 1.461720 RB12851_conserved hypothetical protein 6926556 6926885 NaN 1.52 NaN 1.91746 RB12891_LmbE-like protein 6944411 6945187 NaN 0 NaN 1.71769 RB12941_integrase 6966539 6967417 NaN 0 NaN 1.481787 RB12978_conserved hypothetical protein 6980722 6980057 NaN 0 NaN 1.521818 RB13030_secreted protein containing DUF1559 6999186 6998161 NaN 0 NaN 1.491822 RB13038_conserved hypothetical protein, membrane 7005061 7002800 NaN 0 1.46 2.211847 RB13088_conserved hypothetical protein 7022309 7021677 0 0 NaN 1.931902 RB13172_conserved hypothetical protein 7070198 7069962 NaN 0 NaN 1.941908 RB13184_protein disulphide isomerase 7079314 7078691 0 0 NaN 1.561929 RB13217_Penicillinase repressor 7091881 7091498 NaN 0 NaN 1.63
1930 RB1322_hypothetical protein 671526 671633 0 0 2.28 3.631955 RB13259_conserved hypothetical protein 7108365 7106461 NaN 0 NaN 1.971962 RB13267_conserved hypothetical protein 7117297 7116578 NaN 0 NaN 1.81989 RB13323_conserved hypothetical protein 7141536 7141673 0 0 NaN 1.551998 RB1339_hypothetical protein 681689 681384 NaN 0 NaN 1.72007 RB1352_hypothetical protein 686463 687803 NaN 0 NaN 1.532016 RB1362_hypothetical protein 696352 696600 0 0 1.85 3.652017 RB1363_alanine dehydrogenase 697673 696588 1.4.1.1 NaN 0 NaN 1.492025 RB1384_membrane protein 707461 706928 NaN 0 NaN 1.982046 RB1420_inosine-uridine preferring nucleoside hydrolase 723375 724427 0 0 NaN 1.642052 RB1432_NADH-ubiquinone oxidoreductase, chain 4L 732414 731815 1.6.5.3 NaN 0 NaN 1.712057 RB144_conserved hypothetical protein 68273 66870 NaN 0 NaN 1.712116 RB1531_membrane protein 782534 783889 NaN 0 NaN 1.772132 RB1563_hypothetical protein 798934 799344 NaN 0 2.09 4.122158 RB1604_DNA alkylation repair enzyme 826373 825174 0 0 NaN 1.652169 RB1624_hypothetical protein 835745 835452 NaN 0 NaN 1.762178 RB1638_hypothetical protein 842521 842718 NaN 0 NaN 1.832180 RB164_hypothetical protein 87060 87560 NaN 0 NaN 22184 RB1648_secreted protein 846423 846118 NaN 0 NaN 1.92203 RB17_protein containing DUF1589 8251 7757 NaN 0 NaN 1.862216 RB1717_conserved hypothetical protein, membrane 897501 895876 0 0 NaN 1.692235 RB1750_hypothetical protein 909661 909837 NaN 0 NaN 1.752246 RB1771_hypothetical protein 919524 919273 0 0 NaN 1.872254 RB1785_hypothetical protein 925466 925621 NaN 0 NaN 1.462295 RB1862_transcriptional regulator, GntR family 960630 961037 NaN 0 NaN 1.752297 RB1868_membrane protein 962128 964635 0 0 NaN 22313 RB1893_Serine/threonine-protein kinase 979639 982911 2.7.1.37 0 0 NaN 1.72320 RB1901_hypothetical protein 988429 988833 0 0 NaN 1.932379 RB2011_hypothetical protein 1059411 1059692 0 0 2.47 2.332396 RB2038_hypothetical protein 1076265 1071604 0 0 NaN 1.842424 RB2088_secreted protein 1100666 1101931 NaN 0 NaN 1.52463 RB2155_hypothetical protein 1140660 1140190 NaN 0 NaN 1.992521 RB2254_choline sulfatase 1184068 1182443 3.1.6.6 NaN 0 NaN 1.812528 RB2262_hypothetical protein 1188965 1188777 NaN 0 NaN 1.882545 RB2287_protein containing DUF1586 1199020 1198829 NaN 0 NaN 1.752549 RB2291_Sporulation initiation inhibitor protein soj 1199317 1200063 NaN 0 NaN 1.462582 RB2342_hypothetical protein 1217901 1218119 NaN 0 NaN 1.572613 RB2382_hypothetical protein 1238921 1239148 0 0 1.61 1.82685 RB2492_hypothetical protein 1302190 1302399 0 0 2.12 3.12704 RB2510_hypothetical protein 1313396 1313563 NaN 0 NaN 1.692710 RB2516_hypothetical protein 1316669 1316860 0 0 1.76 2.32745 RB2574_hypothetical protein 1342282 1341533 NaN 0 NaN 1.57
2779 RB2636_hypothetical protein 1368450 1368100 0 0 2.94 2.492804 RB2679_hypothetical protein 1391557 1392078 0 0 1.53 22873 RB2795_hypothetical protein 1454726 1455370 NaN 0 NaN 1.532886 RB2818_hypothetical protein 1463057 1462893 NaN 0 NaN 1.862914 RB286_hypothetical protein 142779 143096 0 0 NaN 1.872925 RB2878_conserved hypothetical protein 1497670 1498329 NaN 0 NaN 1.52945 RB2912_secreted protein 1512238 1511297 NaN 0 NaN 1.973086 RB3144_INTEGRASE/RECOMBINASE 1621739 1622785 NaN 0 NaN 1.583096 RB3155_hypothetical protein 1627430 1627149 NaN 0 NaN 1.743201 RB3326_hypothetical protein 1711353 1711640 NaN 0 NaN 1.953326 RB3509_glycosyl hydrolase 1818015 1819025 NaN 0 NaN 1.523765 RB4185_hypothetical protein 2151951 2152220 0 0 1.51 2.383870 RB4341_hypothetical protein 2234849 2235178 NaN 0 NaN 1.663907 RB4397_protein containing DUF1560 2263976 2264143 0 0 2.12 2.693960 RB4473_hypothetical protein 2294981 2294808 NaN 0 NaN 1.513987 RB4510_hypothetical protein 2307657 2307508 NaN 0 1.6 3.284018 RB4558_hypothetical protein 2333224 2332976 NaN 0 NaN 1.464041 RB4598_membrane protein 2355806 2356726 NaN 0 NaN 1.584075 RB4645_hypothetical protein 2378266 2378057 0 0 NaN 1.644197 RB4815_arylsulfatase precursor 2469289 2467814 3.1.6.8 0 0 NaN 1.874202 RB4826_Transposase IS66 2471205 2472599 NaN 0 NaN 1.664247 RB4894_glycogen debranching enzyme 2518939 2516801 3.2.1.- NaN 0 NaN 1.644380 RB5096_hypothetical protein 2619419 2619643 0 0 NaN 1.474422 RB5164_hypothetical protein 2658365 2657709 0 0 3 2.564454 RB521_hypothetical protein 286399 286208 0 0 2.57 4.514580 RB5412_hypothetical protein 2794838 2794620 NaN 0 1.69 3.524674 RB556_hypothetical protein 308213 308356 NaN 0 NaN 1.714681 RB557_hypothetical protein 308223 308384 NaN 0 NaN 1.84763 RB5707_hypothetical protein 2979435 2979986 -1.47 0 2.8 3.494782 RB5737_hypothetical protein 2994415 2994777 0 0 1.56 2.174859 RB5867_hypothetical protein 3077578 3077730 NaN 0 NaN 1.644890 RB5914_hypothetical protein 3097264 3097434 0 0 3.77 2.914949 RB6011_hypothetical protein 3150235 3150083 NaN 0 NaN 1.684953 RB6016_hypothetical protein 3152860 3153426 NaN 0 NaN 1.915001 RB6108_secreted protein 3208185 3204895 NaN 0 NaN 1.525034 RB6167_Putative transposase 3235937 3237064 NaN 0 NaN 1.55084 RB6250_hypothetical protein 3282079 3282186 NaN 0 NaN 1.515145 RB6355_iron-sulfur cluster-binding protein 3336973 3338490 0 0 NaN 1.535217 RB6459_cell surface protein 3408788 3414874 NaN 0 NaN 1.595288 RB6571_secreted protein 3489550 3490014 0 0 NaN 1.635307 RB66_hypothetical protein 26082 26336 0 0 NaN 1.625323 RB663_hypothetical protein 357608 357369 0 0 2.72 2.08
5328 RB6637_hypothetical protein 3528317 3528469 NaN 0 NaN 1.55335 RB6655_hypothetical protein 3535829 3535719 NaN 0 NaN 1.585354 RB6684_hypothetical protein 3554034 3553717 0 0 2.45 1.615355 RB6685_hypothetical protein 3554265 3554047 NaN 0 NaN 1.65369 RB6706_hypothetical protein 3560942 3560829 NaN 0 NaN 1.935389 RB6735_hypothetical protein 3577540 3577388 NaN 0 NaN 1.485488 RB6903_hypothetical protein 3669220 3669059 0 0 NaN 1.645505 RB6925_hypothetical protein 3678461 3677976 3.02 -1.91 2.05 3.785511 RB6935_pyruvate:ferredoxin oxidoreductase (alpha subunit) 3684260 3682377 NaN 0 NaN 1.85549 RB7002_secreted protein 3725925 3726623 NaN 0 NaN 1.965565 RB7028_hypothetical protein 3736857 3738494 NaN 0 NaN 1.65622 RB7116_hypothetical protein 3779586 3779765 0 0 1.48 3.595697 RB723_hypothetical protein 388051 388233 NaN 0 1.78 2.625777 RB7388_INTEGRASE/RECOMBINASE 3952745 3953593 NaN 0 NaN 1.85781 RB7393_hypothetical protein 3955353 3955553 0 0 NaN 1.775826 RB7464_hypothetical protein 4001614 4001480 0 0 2.38 3.265830 RB7471_hypothetical protein 4006361 4006083 NaN 0 NaN 1.775839 RB7486_hypothetical protein 4017064 4016672 NaN 0 NaN 1.845951 RB7651_hypothetical protein 4112517 4112383 NaN 0 NaN 1.916069 RB7833_Ribosomal protein L3 4192692 4193378 NaN 0 2.41 1.696112 RB7909_secreted protein 4225494 4224502 NaN 0 NaN 1.676122 RB7924_RNA polymerase sigma factor 4231813 4232499 NaN 0 NaN 1.696199 RB8065_hypothetical protein 4318540 4318424 0 0 NaN 26306 RB8248_dienelactone hydrolase family protein 4409395 4410156 NaN 0 NaN 1.586385 RB8384_ISXo8 transposase 4478623 4479924 NaN 0 NaN 1.756390 RB839_hypothetical protein 441662 441844 NaN 0 2.22 2.186397 RB8404_Silent information regulator protein Sir2 4492899 4493618 NaN 0 NaN 1.716425 RB8457_hypothetical protein 4518458 4518117 0 0 2.14 3.166435 RB8474_hypothetical protein 4524096 4523554 0 0 NaN 1.476437 RB8478_hypothetical protein 4524759 4524334 NaN 0 NaN 1.746481 RB8541_Peptidase M42 4554758 4555831 NaN 0 NaN 1.646525 RB862_hypothetical protein 457775 457945 NaN 0 NaN 1.56554 RB8681_hypothetical protein 4621513 4621959 NaN 0 NaN 1.486581 RB8726_single-stranded-DNA-specific exonuclease RecJ 4638505 4640304 3.1.-.- NaN 0 NaN 1.576634 RB8815_hypothetical protein 4687955 4687740 0 0 2.55 3.226667 RB8866_secreted conserved hypothetical protein 4716964 4718301 0 0 NaN 1.456736 RB8980_protein containing DUF1559 4788689 4786833 NaN 0 NaN 1.746739 RB8987_hypothetical protein 4790856 4790710 NaN 0 NaN 1.646752 RB9017_hypthetical protein 4805225 4805806 NaN 0 NaN 1.686757 RB9024_hypothetical protein 4809190 4809050 NaN 0 NaN 1.656822 RB9144_hypothetical protein 4893346 4893798 NaN 0 NaN 26844 RB919_hypothetical protein 488799 488470 NaN 0 NaN 1.77
6845 RB9190_ferredoxin 4914039 4914437 NaN 0 NaN 2.016883 RB9249_hypothetical protein 4947571 4945139 NaN 0 NaN 1.666915 RB9308_Outer membrane efflux family protein 4978849 4976960 NaN 0 NaN 2.026932 RB9338_formaldehyde-activating enzyme 5002305 5002853 0 0 NaN 1.516988 RB9423_hypothetical protein 5056635 5057219 0 0 NaN 1.487079 RB957_Tyrosine recombinase xerD 505476 504889 NaN 0 NaN 1.987092 RB9592_conserved hypothetical protein 5157928 5158737 NaN 0 NaN 1.557162 RB971_Patatin-like phospholipase 509411 508101 0 0 NaN 1.477208 RB9793_hypothetical protein 5273041 5272850 NaN 0 NaN 1.857276 RB9907_ISXo8 transposase 5338185 5339486 NaN 0 NaN 1.93
9 RB10014_protein containing DUF1552 5395577 5393973 0 0 NaN 2.0460 RB10098_hypothetical protein 5447310 5447453 0 0 NaN 1.89
362 RB10612_choline-sulfatase 5761454 5762932 3.1.6.6 NaN 0 NaN 1.89449 RB10752_hypothetical protein 5838740 5838612 NaN 0 NaN 1.9456 RB10764_hypothetical protein 5845271 5844684 0 0 NaN 1.99484 RB10816_DNA polymerase III tau and gamma subunits 5875071 5873941 0 0 NaN 1.86506 RB10855_mandelate racemase/muconate lactonizing enzyme family protein 5895378 5894191 0 0 NaN 1.99518 RB10876_excinuclease ABC subunit A 5903770 5901251 NaN 0 NaN 1.85610 RB11023_hypothetical protein 5975603 5975424 NaN 0 NaN 1.81732 RB11228_hypothetical protein 6087599 6087471 0 0 NaN 2958 RB11616_conserved hypothetical protein 6262622 6262452 NaN 0 NaN 2.05
1046 RB11750_integrase 6328357 6329235 NaN 0 NaN 2.071336 RB12243_conserved hypothetical protein 6596256 6596423 NaN 0 NaN 2.011419 RB12377_Ribosomal RNA adenine methylase transferase 6661963 6661109 NaN 0 1.49 4.032997 RB2983_Hydrogen peroxide-inducible genes activator 1540680 1539799 0 0 NaN 2.054441 RB519_hypothetical protein 285036 284872 NaN 0 NaN 2.074875 RB5887_integrase 3087343 3086465 0 0 NaN 2.05
Cluster 17Original row UID Start Stop EC 62 h vs 44 h 82 h va 62 h 96 h vs 82 h 240 h vs 82 h
4122 RB4715_conserved hypothetical protein 2413294 2417169 0 -1.52 0 0568 RB10954_hypothetical protein 5940749 5940318 NaN -1.83 0 0
3228 RB3365_hypothetical protein 1730124 1730255 0 -1.85 0 04196 RB4814_hypothetical protein 2467537 2467800 0 -1.51 0 04810 RB5779_hypothetical protein 3028410 3028973 0 -1.83 0 06221 RB8098_hypothetical protein 4337334 4337119 0 -1.95 0 06831 RB9160_hypothetical protein 4900491 4900847 0 -1.46 0 07025 RB9493_acetyltransferase 5096754 5097221 0 -1.5 0 04036 RB4590_hypothetical protein 2352024 2351800 1.51 -2.24 0 0514 RB10868_hypothetical protein 5900330 5899920 0 -2.12 0 2.01
Cluster 18Original row UID Start Stop EC 62 h vs 44 h 82 h va 62 h 96 h vs 82 h 240 h vs 82 h
2096 RB1501_hypothetical protein 769419 769571 NaN 1.65 2.68 02618 RB2394_conserved hypothetical protein 1245630 1244920 NaN 0 3.13 02866 RB2782_protein containing DUF1559 1445576 1447345 NaN 0 3.32 04326 RB5003_Rh-like protein/ammonium transporter 2572662 2574158 NaN 0 3.11 06469 RB8527_protein containing DUF1559 4549097 4550089 NaN 0 2.9 0601 RB11008_secreted protein 5967078 5968262 NaN 0 3.55 0
5414 RB6777_hypothetical protein 3602786 3603199 NaN 0 3.04 NaN
Cluster 19Original row UID Start Stop EC 62 h vs 44 h 82 h va 62 h 96 h vs 82 h 240 h vs 82 h
85 RB10129_FKBP-type peptidyl-prolyl cis-trans isomerase 5467429 5466713 5.2.1.8 NaN 1.54 NaN NaN3583 RB3886_Ribosome recycling factor 2008765 2009367 NaN 1.47 NaN NaN4144 RB4742_Universal stress protein 2433589 2432615 NaN 1.6 NaN NaN4322 RB5_secreted protein 1514 399 NaN 1.71 NaN NaN4344 RB5036_hypothetical protein 2590789 2590959 NaN 1.54 NaN NaN
Cluster 20Original row UID Start Stop EC 62 h vs 44 h 82 h va 62 h 96 h vs 82 h 240 h vs 82 h
555 RB10932_secreted protein 5933872 5934069 NaN 0 3.11 -3.82578 RB10971_Short-chain dehydrogenase/reductase SDR 5946406 5945495 NaN 0 2.81 -1.74
3961 RB4474_CsbD-like 2295048 2295554 NaN 0 3.76 -4.235161 RB6379_hypothetical protein 3353122 3352661 NaN 0 3.01 -3.06
6 RB10007_conserved hypothetical protein 5390130 5391071 NaN 1.65 2.48 -2.95162 RB10261_Carbon storage regulator 5545964 5545719 NaN 0 3.21 -4.16430 RB10727_manganese-containing catalase 5830775 5831605 NaN 2.64 3.91 -2.97509 RB10861_hypothetical protein 5896851 5896991 0 0 3.6 -3.48571 RB10958_hypothetical protein 5941015 5941491 NaN 0 3.41 -1.76837 RB11396_conserved hypothetical protein 6178445 6178555 0 0 1.5 -1.51838 RB11397_SOUL heme-binding protein 6178540 6179163 NaN 0 3.07 -2.5839 RB11399_conserved hypothetical protein 6179167 6179565 NaN 0 2.49 -1.49
1284 RB12160_thioredoxin 6563104 6562778 0 0 2.53 -4.181358 RB12283_conserved hypothetical protein 6609220 6609378 NaN 0 2.92 -3.411368 RB12297_conserved hypothetical protein 6615598 6616107 NaN 0 2.4 -2.81871 RB13117_nitrogen regulation protein 7036595 7037065 NaN 0 1.68 -2.211954 RB13257_2-hydroxy-6-ketonona-2,4-dienedioic acid hydrolase 7105590 7106450 3.7.1.- NaN 0 2.81 -22182 RB1644_secreted protein 845824 845453 NaN 0 3.27 -4.92221 RB1728_membrane protein containing DUF1206 899954 900811 NaN 1.46 2.29 -2.532806 RB2680_conserved hypothetical protein, membrane 1393566 1392163 NaN 0 2.91 -1.733811 RB4256_conserved hypothetical protein, secreted 2180303 2181379 NaN 0 3.13 -1.73911 RB4400_hypothetical protein 2265382 2265206 NaN 0 2.51 -3.083932 RB4432_glucose 1-dehydrogenase or 3-oxoacyl-[acyl-carrier-protein] reductase 2276333 2277139 1.1.1.- NaN 0 2.69 -2.023958 RB4468_hypothetical protein 2294104 2293616 NaN 0 2.36 -2.273959 RB4470_secreted protein 2294676 2294167 0 0 2.85 -3.663962 RB4476_hypothetical protein 2295557 2295943 NaN 0 3.1 -2.193963 RB4477_hypothetical protein 2295940 2296149 NaN 0 2.7 -2.473966 RB4480_hypothetical protein 2296646 2296915 NaN 0 1.85 -2.493973 RB4492_hypothetical protein 2302138 2301833 0 0 2.31 -1.813975 RB4497_hypothetical protein 2302950 2303099 0 0 3.12 -2.783981 RB4502_Protein of unknown function, UPF0057 2303992 2304171 NaN 0 1.53 -1.594325 RB5001_hypothetical protein 2572354 2572665 NaN 0 3.33 -1.654444 RB5196_trehalose synthase 2678058 2675953 5.4.99.16 NaN 0 2.39 -1.854850 RB5850_hypothetical protein 3066498 3066307 NaN 0 2.37 -2.115042 RB6178_hypothetical protein 3240162 3240287 NaN 0 2.15 -1.845194 RB6428_conserved hypothetical protein, secreted 3382816 3382322 NaN 0 3.39 -1.535195 RB6429_hypothetical protein 3382998 3382813 NaN 0 3.74 -2.595498 RB6912_secreted protein 3672793 3672960 NaN 0 3.15 -1.85749 RB7313_hypothetical protein 3892097 3891942 NaN 0 2.26 -2.52
5948 RB7647_hypothetical protein 4111931 4112152 NaN 0 4.19 -5.226245 RB8143_hypothetical protein 4354179 4353961 NaN 0 1.79 -1.496854 RB9200_4-nitrophenylphosphatase 4919220 4918369 3.1.3.41 0 0 2.83 -1.59908 RB11516_HD domain protein 6225331 6224708 NaN 0 NaN -1.47
1772 RB12946_conserved hypothetical protein 6969668 6970402 NaN 0 NaN -1.452298 RB187_hypothetical protein 95474 95367 NaN 0 NaN -1.462726 RB2543_30S ribosomal protein S1 1326685 1328760 NaN 0 NaN -1.523009 RB3_hypothetical protein 39 260 NaN 0 NaN -1.513125 RB3205_hypothetical protein 1652079 1651849 NaN 0 NaN -1.633156 RB3257_hypothetical protein 1677159 1677374 NaN 0 NaN -1.483250 RB3399_hypothetical protein 1753650 1753453 0 0 NaN -1.653384 RB3603_secreted protein 1875461 1874427 0 0 NaN -1.523606 RB3923_hypothetical protein 2032453 2032286 NaN 0 NaN -1.623651 RB3989_membrane protein 2060382 2060714 0 0 NaN -1.573657 RB3994_hypothetical protein 2061291 2061866 NaN 0 NaN -1.623727 RB4116_conserved hypothetical protein, membrane 2122532 2119149 0 0 NaN -1.473807 RB4250_hypothetical protein 2179578 2179745 NaN 0 NaN -1.493844 RB430_protein containing DUF1501 229809 231377 NaN 0 NaN -1.513882 RB4360_hypothetical protein 2240075 2239605 0 0 NaN -1.743908 RB4398_hypothetical protein 2264261 2264154 0 0 NaN -1.723954 RB4464_secreted protein 2292075 2291404 NaN 0 1.87 -3.334154 RB4756_conserved hypothetical protein 2437784 2438053 NaN 0 NaN -1.464174 RB479_secreted protein 259174 255869 NaN 0 NaN -1.764256 RB4908_ATP synthase epsilon chain 2525588 2525983 3.6.3.14 NaN 0 NaN -1.464274 RB4931_secreted protein 2537481 2538134 NaN 0 NaN -1.674277 RB4936_O-acyl-[acyl-carrier-protein]-UDP-N-acetylglucosamine O-acyltransferase 2539280 2540089 2.3.1.129 NaN 0 NaN -1.744297 RB497_methanol dehydrogenase regulatory protein; (moxR) 269443 270549 NaN 0 NaN -1.574361 RB5064_secreted protein containing DUF1585 2605707 2607653 NaN 0 NaN -1.744409 RB514_hypothetical protein 284567 284397 NaN 0 1.54 -2.444439 RB5186_GTP-binding protein YchF 2671136 2669970 NaN 0 NaN -1.484486 RB5261_hypothetical protein 2713712 2713332 NaN 0 NaN -1.784501 RB5282_choline-sulfatase 2727443 2725707 3.1.6.6 NaN 0 NaN -1.564553 RB5373_hypothetical protein 2775404 2775270 NaN 0 NaN -1.614583 RB5416_RNA polymerase, alpha subunit 2798945 2803234 2.7.7.6 NaN 0 NaN -1.494637 RB5499_conserved hypothetical protein containing pectin lyase fold and parallel beta-helix repeats 2844998 2843655 NaN 0 NaN -1.724645 RB5506_hypothetical protein 2851102 2850947 NaN 0 NaN -1.764669 RB5551_hypothetical protein 2889101 2891092 NaN 0 NaN -1.734706 RB5613_protein containing DUF1006 2921546 2922628 NaN 0 NaN -1.724749 RB5681_Trigger factor 2965080 2966843 NaN 0 NaN -1.94767 RB5715_hypothetical protein 2982826 2983458 NaN 0 NaN -1.854811 RB578_hypothetical protein 320230 320069 NaN 0 NaN -1.494826 RB5804_polynucleotide phosphorylase 3040160 3042616 NaN 0 NaN -1.67
4895 RB5924_hypothetical protein 3105828 3103285 0 0 NaN -1.594928 RB5983_Acetylglutamate kinase 3137623 3138486 2.7.2.8 0 0 NaN -1.474981 RB6071_hypothetical protein 3187463 3188104 NaN 0 NaN -1.665028 RB6156_membrane protein 3233026 3232622 NaN 0 NaN -1.535162 RB638_PQQ enzyme repeat domain protein 346447 347757 NaN 0 NaN -1.815249 RB6504_hypothetical protein 3456120 3455959 NaN 0 NaN -1.755293 RB6578_secreted protein 3495957 3495022 NaN 0 NaN -1.55366 RB6701_hypothetical protein 3559944 3560207 NaN 0 NaN -1.635377 RB6716_arsenical pump membrane protein 3567209 3565803 NaN 0 NaN -1.465383 RB6728_hypothetical protein 3570581 3570922 0 0 NaN -1.555392 RB674_membrane protein 359779 359528 0 0 NaN -1.465417 RB6780_RNA polymerase sigma factor rpoD 3603381 3605054 NaN 0 NaN -1.465456 RB684_Arylsulfatase precursor 368557 366596 3.1.6.1 0 0 NaN -1.545466 RB6856_hypothetical protein 3645613 3645425 NaN 0 NaN -1.575484 RB6891_O-antigen polymerase-like protein, membrane 3665156 3662541 0 0 NaN -1.455497 RB6911_protein containing DUF1559 3671445 3672737 NaN 0 2.09 -3.195507 RB693_protein containing DUF1568 371190 370408 NaN 0 NaN -1.455561 RB7022_Ribosomal protein S20 3735291 3735563 NaN 0 NaN -1.85592 RB7078_outer membrane efflux protein 3758295 3760328 NaN 0 NaN -1.475629 RB7129_iron-dependent transcriptional repressor 3782388 3782618 NaN 0 NaN -2.35725 RB7279_hypothetical protein 3870019 3870309 NaN 0 NaN -2.045737 RB7296_hypothetical protein 3877224 3877472 NaN 0 NaN -1.665741 RB73_membrane protein 28727 29023 NaN 0 NaN -1.565748 RB7312_hypothetical protein 3891868 3891704 NaN 0 NaN -1.655849 RB7507_conserved hypothetical protein, membrane 4036748 4038313 NaN 0 NaN -1.65899 RB7579_sigma-54 dependent transcriptional regulator/response regulator 4071162 4072619 NaN 0 NaN -1.495900 RB758_hypothetical protein 407558 407340 NaN 0 NaN -1.515908 RB7589_hypothetical protein 4080238 4079978 NaN 0 NaN -1.665941 RB7634_Abortive infection protein 4106267 4108588 NaN 0 NaN -1.665960 RB7667_hypothetical protein 4117097 4116981 NaN 0 1.75 -2.595964 RB7673_membrane protein containing DUF107 4120808 4119234 NaN 0 NaN -1.485993 RB7722_membrane protein 4137251 4136415 0 0 NaN -1.676117 RB7914_hypothetical protein 4228476 4227877 NaN 0 NaN -1.526128 RB7937_hypothetical protein 4237809 4237684 NaN 0 NaN -1.536140 RB7955_hypothetical protein 4247114 4246743 NaN 0 NaN -1.56150 RB7978_hypothetical protein 4265473 4265817 NaN 0 NaN -1.56169 RB8012_hypothetical protein 4282669 4282280 NaN 0 NaN -1.536176 RB8027_Sigma factor, ECF-like 4289305 4290003 NaN 0 NaN -1.516181 RB8031_6-phosphogluconolactonase 4295373 4294183 3.1.1.31 NaN 0 NaN -2.26182 RB8034_membrane protein 4295344 4295787 NaN 0 NaN -1.596200 RB8066_hypothetical protein 4318635 4318519 NaN 0 NaN -1.516204 RB8070_hypothetical protein 4319538 4319717 NaN 0 NaN -1.48
6246 RB8144_hypothetical protein 4354622 4354191 NaN 0 3.31 -6.026248 RB8149_Carbon storage regulator 4355339 4355551 NaN 0 NaN -1.936291 RB8226_hypothetical protein 4400097 4399783 NaN 0 NaN -1.686292 RB8227_hypothetical protein 4400365 4400186 0 0 NaN -1.96308 RB8253_ASPARTYL-TRNA SYNTHETASE ASPS (ASPARTATE--TRNA 4410353 4412131 6.1.1.12 NaN 0 NaN -1.686309 RB8254_amino acid transporter, permease 4412322 4414511 NaN 0 NaN -1.666357 RB8337_hypothetical protein 4454547 4452448 NaN 0 NaN -1.526359 RB8342_hypothetical protein 4454696 4454565 NaN 0 NaN -1.576368 RB8356_hypothetical protein 4459802 4460011 NaN 0 NaN -1.736389 RB8389_membrane protein 4484734 4481915 NaN 0 NaN -1.486434 RB8473_hypothetical protein 4523410 4523535 0 0 NaN -1.616520 RB861_conserved hypothetical protein, membrane 457825 456326 NaN 0 NaN -1.566561 RB8690_membrane protein 4628703 4626859 NaN 0 NaN -1.466580 RB8725_50S ribosomal protein L33 4638301 4638465 NaN 0 NaN -1.736616 RB8783_Endonuclease/exonuclease/phosphatase 4671168 4670203 NaN 0 NaN -1.496626 RB88_phosphodiesterase/alkaline phosphatase 34254 35666 NaN 0 NaN -1.766630 RB8807_membrane protein containing DUF502 4686313 4685078 NaN 0 NaN -1.626702 RB8921_conserved hypothetical protein, membrane 4751930 4750749 NaN 0 NaN -1.576725 RB8966_Chaperonin Cpn60/TCP-1 4777493 4779475 NaN 2.04 2.16 -2.926726 RB8969_Chaperonin Cpn10 4779554 4779859 NaN 0 NaN -1.556748 RB9011_secreted protein 4800960 4802027 NaN 0 NaN -1.546811 RB9126_hypothetical protein 4885253 4885417 NaN 0 NaN -1.856867 RB9227_hypothetical protein 4934649 4934332 NaN 0 NaN -1.726911 RB9304_Ribosomal protein L31 4974378 4974623 NaN 0 1.47 -3.296925 RB9324_secreted protein 4992474 4993277 NaN 0 NaN -1.676937 RB9344_probable swi/snf family helicase 2 5003979 5008139 NaN 0 NaN -1.637004 RB9448_conserved hypothetical membrane protein 5076267 5076614 0 0 NaN -1.697005 RB945_L-lactate permease 500020 498338 NaN 0 NaN -1.487019 RB9484_conserved hypothetical protein 5094011 5092452 NaN 0 NaN -1.517045 RB9520_conserved hypothetical protein 5114495 5112897 NaN 0 NaN -1.647082 RB9574_Short-chain dehydrogenase/reductase SDR 5150355 5149549 1.-.-.- NaN 0 NaN -1.637085 RB9581_protein containing DUF24 5150921 5150535 NaN 0 NaN -2.397090 RB9588_conserved hypothetical protein 5156821 5156015 NaN 0 NaN -1.847099 RB9610_NAD-dependent epimerase/dehydratase 5169123 5170628 NaN 0 NaN -1.717131 RB9657_OXIDOREDUCTASE PROTEIN 5202179 5203258 NaN 0 NaN -1.527155 RB9696_Protein of unknown function DUF879, bacterial 5223290 5225191 0 0 NaN -1.837164 RB9713_large, multifunctional secreted protein - Streptomyces coelicolor (fragment) 5243297 5240049 NaN 0 NaN -1.57181 RB9745_serine/threonine protein kinase 5252442 5254412 2.7.1.37 NaN 0 NaN -1.67192 RB9767_hypothetical protein 5264348 5264641 NaN 0 NaN -1.567217 RB9806_membrane protein 5280590 5281087 0 0 NaN -1.767230 RB9830_hypothetical protein 5293341 5293111 NaN 0 NaN -2.037272 RB9902_secreted protein 5336299 5335763 NaN 0 NaN -1.62
7284 RB9920_Ribosomal protein S6 5344827 5344405 NaN 0 NaN -1.527 RB10009_similar to cold shock-like protein cspI 5391076 5391459 NaN 0 NaN -1.97
115 RB10178_hypothetical protein 5502418 5502570 NaN 0 NaN -1.73120 RB10184_hypothetical protein 5507891 5507610 NaN 0 NaN -1.59208 RB10342_hypothetical protein 5593929 5593621 NaN 0 2.17 -3.81272 RB10458_Rnpc2-prov protein 5671130 5670510 NaN 0 1.54 -2.31370 RB10627_Chaperonin Cpn10 5769148 5769429 NaN 2.02 2.48 -3.65452 RB10755_hypothetical protein 5839576 5839451 NaN 0 NaN -1.5728 RB11223_ArsR family transcriptional regulator 6084224 6084586 NaN 0 NaN -1.53
1035 RB11731_conserved hypothetical protein 6321063 6320896 NaN 0 NaN -2.171041 RB11742_conserved hypothetical protein, secreted 6323302 6326160 NaN 0 NaN -1.571095 RB11847_Peptide methionine sulfoxide reductase msrA 6379337 6380068 1.8.4.6 NaN 0 NaN -1.971229 RB12066_hypothetical protein 6510147 6510554 NaN 0 2.33 -4.21302 RB12197_Initiation factor 3 6577659 6577129 NaN 0 NaN -1.671348 RB12266_conserved hypothetical protein 6602558 6602755 NaN 0 NaN -1.561473 RB12454_conserved hypothetical protein 6703647 6703048 NaN 0 NaN -1.531648 RB12744_conserved hypothetical protein 6868430 6868320 NaN 0 NaN -1.581708 RB12831_Glycosyltransferase 6921326 6920532 NaN 0 NaN -1.781728 RB12861_Oligopeptide transport system permease protein OppB. 6932929 6932000 NaN 0 NaN -1.721895 RB1316_membrane protein 664924 665478 NaN 0 NaN -1.561910 RB13186_subtilisin proteinase-like protein 7081960 7079642 NaN 0 NaN -1.551927 RB13214_conserved hypothetical protein 7090176 7090286 NaN 0 NaN -1.72070 RB1461_membrane protein 743517 742963 NaN 0 NaN -1.682166 RB1618_hypothetical protein 833743 834036 NaN 0 NaN -1.582367 RB2_secreted protein 182 3 NaN 0 NaN -1.552782 RB264_Ribosomal protein S21 132677 132871 NaN 0 NaN -1.782807 RB2682_hypothetical protein 1393781 1393530 0 0 NaN -3.22938 RB2900_hypothetical protein 1506927 1507199 NaN 2.08 1.94 -3.223281 RB344_conserved hypothetical protein, secreted 173795 171693 NaN 0 NaN -1.674072 RB4642_conserved hypothetical protein 2377301 2377558 NaN 0 NaN -2.744448 RB520_conserved hypothetical protein 284989 286116 NaN 0 NaN -2.444679 RB5567_hypothetical protein 2897766 2897566 NaN 0 NaN -2.816055 RB7818_Ribosomal protein S12/S23 4185730 4186095 NaN 0 NaN -2.427305 RB9959_hypothetical protein 5366417 5366220 NaN 0 NaN -2.491854 RB13095_conserved hypothetical protein 7026753 7027442 NaN 0 NaN -2.85
Cluster 21Original row UID Start Stop EC 62 h vs 44 h 82 h va 62 h 96 h vs 82 h 240 h vs 82 h
7325 RB9999_conserved hypothetical protein-putative transcriptional regulator 5386828 5385983 NaN 2.22 NaN -2.42174 RB10279_heat shock protein, Hsp20 family 5557118 5557573 NaN 2.63 NaN -3.63175 RB10283_small heat shock protein 5557737 5558060 NaN 2.58 NaN -3.8431 RB10728_secreted protein 5831649 5832047 NaN 1.7 NaN -1.91534 RB10896_secreted protein 5917040 5916555 NaN 1.98 NaN -2.83656 RB11107_secreted protein 6021425 6022102 NaN 1.53 NaN -3.37740 RB11242_RNA polymerase sigma-70 factor, ECF subfamily 6095778 6096383 NaN 2.49 NaN -1.97
1353 RB12276_conserved hypothetical protein 6605112 6605444 NaN 1.53 NaN -3.091387 RB12323_conserved hypothetical protein 6627001 6627747 NaN 1.77 NaN -1.851852 RB13093_secreted protein 7025577 7025101 NaN 2.29 NaN -2.422219 RB1722_hypothetical protein 897688 899643 NaN 2.37 NaN NaN3404 RB3630_conserved hypothetical protein 1888468 1889409 NaN 2.06 NaN NaN3673 RB402_hypothetical protein 212820 213275 NaN 1.57 NaN -2.23935 RB4438_Pyridoxamine 5'-phosphate oxidase- 2278247 2278729 NaN 1.74 NaN -3.014096 RB4676_hypothetical protein 2391079 2390414 NaN 1.75 NaN -1.864190 RB4809_membrane protein 2464977 2465273 NaN 2.08 NaN -2.344227 RB4867_SmpB RNA-binding protein 2496354 2495722 NaN 1.8 NaN -2.174849 RB5848_dnaK suppressor protein, 3066328 3065906 NaN 1.99 NaN -4.215304 RB6595_Rickettsia 17 kDa surface antigen 3506173 3505469 NaN 1.9 NaN -1.555571 RB7039_hypothetical protein 3743573 3742965 NaN 1.8 NaN -1.695923 RB7612_hypothetical protein 4092907 4093317 NaN 1.55 NaN -1.826798 RB9105_Heat shock protein Hsp70 4868834 4866720 NaN 2.31 NaN -3.71269 RB12137_ATP-dependent Clp protease adaptor protein ClpS 6550288 6550638 NaN 1.47 NaN -1.791628 RB12702_secreted protein 6844877 6844083 NaN 1.53 NaN -1.46
Cluster 22Original row UID Start Stop EC 62 h vs 44 h 82 h va 62 h 96 h vs 82 h 240 h vs 82 h
3743 RB4147_hypothetical protein 2131928 2132338 NaN 1.54 NaN 03992 RB4517_Transcriptional coactivator/pterin dehydratase 2315930 2316283 NaN 1.75 NaN 04194 RB4812_secreted protein 2467011 2467289 NaN 1.88 NaN 04896 RB5927_protein containing DUF1501 3107242 3105905 NaN 1.5 0 05020 RB6144_hypothetical protein 3228305 3228189 NaN 1.46 NaN 05763 RB7362_hypothetical protein 3939758 3939501 NaN 1.77 0 06410 RB8421_conserved hypothetical protein, membrane 4501840 4502310 NaN 1.55 NaN 06957 RB9372_Imidazole glycerol phosphate synthase subunit hisH 5021363 5020746 2.4.2.- NaN 2.43 -1.48 07116 RB9635_hypothetical protein 5187031 5185973 NaN 1.51 NaN 07319 RB9986_hypothetical protein 5380717 5380379 NaN 1.49 NaN 0183 RB10299_ATP-dependent carboligase related to biotin carboxylase (ORFY) 5563036 5564403 -1.7 2.45 -1.73 0369 RB10623_secreted protein 5769140 5768958 -2.4 2.03 0 -1.85371 RB10629_GroEL 5769500 5771119 NaN 1.76 NaN 0854 RB11421_60-kDa SS-A/Ro ribonucleoprotein 6195538 6193880 NaN 1.73 NaN 0960 RB11618_type I restriction-modification system, M subunit, 6263708 6265366 NaN 1.58 NaN 0
1085 RB1183_membrane protein 605059 605553 NaN 1.54 0 01136 RB11919_Dihydroxy-acid and 6-phosphogluconate dehydratase 6417713 6415698 NaN 1.67 NaN 01354 RB12278_conserved hypothetical protein 6605390 6605548 NaN 3.27 0 01434 RB12395_conserved hypothetical protein 6670730 6670572 NaN 1.66 0 01851 RB13092_conserved hypothetical protein 7025003 7025143 NaN 1.64 NaN 01916 RB13194_conserved hypothetical protein 7084723 7084920 NaN 1.94 0 01920 RB13202_conserved hypothetical protein 7086189 7086052 NaN 1.68 NaN 02062 RB1449_hypothetical protein 736500 736697 NaN 2.71 NaN 02655 RB2459_hypothetical protein 1280452 1280204 NaN 1.58 NaN 03275 RB3430_conserved hypothetical protein, membrane 1772646 1773392 NaN 1.54 NaN 03493 RB3751_NAD-dependent epimerase/dehydratase 1938953 1940068 NaN 1.95 NaN 03852 RB4308_protein containing DUF1586 2221461 2221222 NaN 2.04 NaN 04473 RB5238_hypothetical protein 2697775 2697996 NaN 1.79 NaN NaN4748 RB568_hypothetical protein 312345 312112 0 3.58 0 -1.545461 RB6848_secreted protein 3642216 3642443 NaN 1.86 NaN NaN5924 RB7613_hypothetical protein 4093558 4093418 NaN 1.71 0 1.51230 RB12067_conserved hypothetical protein 6510236 6510559 NaN 1.86 NaN NaN1277 RB12150_conserved hypothetical protein 6556901 6557062 NaN 1.75 0 -1.541890 RB13150_sialic acid-specific 9-O-acetylesterase 7059586 7058003 3.1.1.53 NaN 1.83 NaN NaN3132 RB3217_S-adenosylmethionine decarboxylase proenzyme 1654745 1654251 4.1.1.50 0 1.82 NaN 05400 RB6751_chaperone ClpB 3586111 3588690 NaN 1.78 NaN NaN4253 RB4903_xylulose-5-phosphate/fructose-6-phosphate phosphoketolase 2520925 2523306 4.1.2.9 NaN 1.91 NaN NaN
Cluster 23Original row UID Start Stop EC 62 h vs 44 h 62 h vs 82 h 96 h vs 82 h 240 h vs 82 h
7290 RB9930_hypothetical protein 5349331 5348975 NaN 0 NaN -4.250 RB10077_secreted protein 5436817 5437083 NaN 0 NaN -4.91
554 RB10931_hypothetical protein 5933742 5933906 NaN 0 NaN -3.45556 RB10934_CsbD-like 5934135 5934341 NaN 0 NaN -4.35564 RB10948_conserved hypothetical protein, secreted 5938575 5939036 NaN 0 NaN -4.57569 RB10956_hypothetical protein 5940336 5940689 NaN 0 NaN -3.21697 RB11176_protein containing DUF442 6065605 6065144 NaN 0 NaN -3.19
1218 RB12046_conserved hypothetical protein 6497841 6497996 NaN 0 NaN -3.472031 RB1394_hypothetical protein 711994 711758 NaN 0 NaN -3.173872 RB4347_conserved hypothetical protein 2235735 2236205 NaN 0 NaN -3.323930 RB4429_conserved hypothetical protein 2275996 2276265 NaN 0 NaN -3.083974 RB4493_hypothetical protein 2302374 2302123 NaN 0 NaN -4.833980 RB4500_conserved hypothetical protein, secreted 2303645 2303908 NaN 0 NaN -4.115179 RB6403_hypothetical protein 3369939 3370853 NaN 0 NaN -3.371405 RB12348_FxsA cytoplasmic membrane protein 6645520 6644738 NaN -2.33 NaN -5.77751 RB11260_dnaK suppressor protein, 6107202 6106837 NaN -1.66 NaN -4.07
Cluster 24Original row UID Start Stop EC 62 h vs 44 h 82 h va 62 h 96 h vs 82 h 240 h vs 82 h
1359 RB12285_phospholipid N-methyltransferase 6609391 6610065 2.1.1.17 NaN 0 2.19 03486 RB3742_Flagellin, N-terminal 1935693 1937849 NaN 0 2.18 03797 RB4230_conserved hypothetical protein 2168783 2167788 NaN 0 2.31 03182 RB3295_secreted protein 1692681 1692259 NaN 0 2.35 03290 RB3455_hypothetical protein 1785458 1785631 NaN 0 2.38 0575 RB10967_quinone oxidoreductase-like protein 5944040 5943015 NaN 0 2.4 0750 RB11258_conserved hypothetical protein, membrane 6106840 6106127 NaN 0 2.39 0861 RB11434_conserved hypothetical protein 6197442 6197233 NaN 0 2.5 0
2939 RB2901_conserved hypothetical protein, secreted 1507210 1508388 NaN 0 2.39 03694 RB4060_TadE-like 2095403 2094831 NaN 0 2.42 03865 RB4336_conserved hypothetical protein 2231697 2232815 NaN 0 2.54 03895 RB4381_hypothetical protein 2255621 2255442 NaN 0 2.5 01921 RB13205_ hypothetical protein 7086564 7086337 NaN 0 2.6 03921 RB4419_MgtC/SapB transporter 2272912 2273448 NaN 0 2.71 06633 RB8814_hypothetical protein 4687433 4687669 NaN 0 2.75 0
Cluster 25Original row UID Start Stop EC 62 h vs 44 h 82 h va 62 h 96 h vs 82 h 240 h vs 82 h
6721 RB8959_hypothetical protein 4777121 4775133 0 1.54 1.77 0513 RB10867_hypothetical protein 5899359 5899982 0 0 1.71 0559 RB10939_conserved hypothetical protein 5934628 5934816 NaN 0 1.69 0609 RB11021_ATP-binding protein of ABC transporter 5975385 5974498 NaN 0 1.6 0696 RB11174_metallo-beta-lactamase family protein 6065046 6063637 NaN 0 1.63 0889 RB11488_oxidoreductase, short-chain dehydrogenase/reductase family 6213893 6214690 0 1.61 1.74 0893 RB11492_conserved hypothetical protein, membrane 6216103 6216390 NaN 0 1.64 0902 RB11505_conserved hypothetical protein, secreted 6221829 6221230 0 0 1.68 0
1711 RB12837_conserved hypothetical protein 6921732 6921929 0 0 1.92 02516 RB2244_Glutathione peroxidase 1178675 1179253 1.11.1.12 0 0 1.85 03061 RB309_Magnesium chelatase, ChlI subunit 156441 154993 6.6.1.1 0 0 1.94 03183 RB3298_hypothetical protein 1692797 1692678 0 0 2.24 03689 RB4051_hypothetical protein 2092752 2092210 NaN 0 1.68 03896 RB4382_Diaminopimelate decarboxylase 2257285 2255618 4.1.1.20 -1.47 0 1.53 03909 RB4399_zinc-binding oxidoreductase 2265237 2264251 0 0 2.02 03925 RB4423_cytidine and deoxycytidylate deaminase family protein 2275085 2274588 NaN 0 1.72 03934 RB4436_membrane protein 2277820 2278092 0 0 1.84 03951 RB4460_conserved hypothetical protein, membrane 2289696 2288428 NaN 0 1.51 03964 RB4478_membrane protein 2296122 2296640 0 0 2.3 03970 RB4487_two-component system response regulator 2299859 2301403 0 0 1.93 04428 RB5173_hypothetical protein 2660933 2660799 0 0 2.75 04490 RB5266_hypothetical protein 2715721 2715584 0 0 1.6 04629 RB548_1,4-alpha-glucan branching enzyme 306230 304329 2.4.1.18 NaN 0 1.51 05659 RB7178_hypothetical protein 3806924 3807061 NaN 0 1.7 06888 RB9261_conserved hypothetical protein 4952589 4953827 NaN 0 1.63 06965 RB9386_secreted protein 5034937 5033729 NaN 0 1.59 NaN7007 RB9460_hypothetical protein 5078860 5078621 0 0 1.93 01922 RB13207_secreted protein 7086761 7086585 0 0 3.98 02517 RB2247_conserved hypothetical protein containing YTV domains 1181238 1179499 0 0 3.12 0620 RB11041_secreted protein containing DUF1559 5987234 5988283 NaN 0 1.79 0753 RB11266_3',5'-cyclic-nucleotide phosphodiesterase 6108475 6109389 NaN 0 1.84 0
1555 RB1259_hypothetical protein 642452 642631 NaN 0 1.79 01707 RB12830_conserved hypothetical protein 6920508 6920200 NaN 0 1.83 02255 RB1787_hypothetical protein 925904 925686 NaN 0 1.88 03913 RB4404_oxidoreductase, short chain dehydrogenase/reductase family 2265539 2266447 NaN 0 1.82 05097 RB6276_Histone-like bacterial DNA-binding protein 3297504 3297187 NaN 0 1.82 NaN7241 RB9852_RNA polymerase ECF-type sigma factor 5304982 5305653 NaN 0 1.94 07268 RB9897_hypothetical protein 5333773 5333549 NaN 0 1.82 0196 RB10326_sulfate permease family protein 5580833 5582599 NaN 0 1.84 0290 RB10483_conserved hypothetical protein 5685437 5685838 NaN 0 1.84 0681 RB11150_NADH:flavin oxidoreductase/NADH oxidase 6046862 6048019 NaN 0 1.94 0
1412 RB12362_bacterioferritin comigratory protein 6653786 6652962 NaN 0 2.03 02616 RB2386_RND efflux membrane fusion protein 1244320 1242734 NaN 0 1.98 06168 RB8011_secreted protein containing DUF1571 4282298 4281114 NaN 0 2.06 06951 RB9360_Protein of unknown function, UPF0027 5015563 5014031 NaN 0 2.01 0132 RB10209_H+-transporting two-sector ATPase, C subunit 5515135 5515467 3.6.3.14 NaN 0 2.01 0574 RB10966_Protein of unknown function, UPF0057 5942934 5942752 NaN 0 2.02 0
3446 RB3686_oxidoreductase, zinc-binding 1910523 1909540 NaN 0 2.12 03968 RB4484_Peptidase M20 2297267 2298565 3.-.-.- NaN 0 2.16 0