Glycans as Breast Cancer Biomarkers Umi Marshida Abd Hamid 2 nd year DPhil 4 th May 2005
Dec 24, 2015
Glycans as Breast Cancer Biomarkers
Umi Marshida Abd Hamid2nd year DPhil
4th May 2005
Breast cancer (BC): Introduction
Mammogram image
Leading cause of cancer-related death in females worldwide
Increasing risk with age, ratio of 1 in 9 females (>50 years)
Reduced number of fatality: advancement in diagnosis and therapy
Most deaths associated to metastases of primary Breast cancer
Secondary sites include liver, lungs, bones
Mode of detection: a) Physical - mammography, CT scan, MRI, tissue biopsy b) Biochemical - evaluation of serum markers (CA 15-3, CA 27.29, CEA)
Breast cancer Biomarkers
Biomarkers
Oncoproteins• Her-2/ neu Gene mutations
• BRCA1• BRCA2
Hormone receptors• Estrogen receptors (ER)• Progesterone receptors (PR)
Serum markers• CA 15-3• CA 27.29• CEA
Potential proteins (highly expressed)• MUC1• Mammaglobin
Others• Adhesion molecules (E-selectin, ICAM-1, VCAM-1)• Cytokeratins
Tumor supressor• p53
CA 15-3 and CA 27.29 Assay
CA 27.29
SAPDTRPA
CA 15-3
DF3 Ab - DTRPAPGS
115D8 Ab - Sialylated O-links
Glycosylation changes in Breast cancer
Increase in branching of N-glycans
levels of N-acetylglucosaminyltransferase (GlcNAc V) in Breast cancer as detected by immunohistochemistry staining of tissue
Increase of α2,3-sialyltransferases
levels of ST3 Gal I shows elevation in primary breast cancer responsible for increase sialylation of O-glycans particularly on MUC1
GlcNAcT-I
GlcNAcT-V
GlcNAcT-IV
GlcNAcT-II
GlcNAcT-IIIGlcNAc
Transferases
α2,3 SialylT
α2,6 SialylTSialylTransferases
Increase of fucosyltransferases and formation of Lewis Antigens
Up-regulation of Fucosyltransferase VI (FucT-VI) correlates with disease progression Also elevates expression of sialyl Lewis x antigen Increase surface expression of sialyl Lewis x (in vitro) upon transfection with metastasis-promoting gene (c-erbB2/neu) and growth factors Down-regulation of sialyl Lewis x by transfection with metastasis- suppressive gene nm23H1
α1,2 FucT
α1,3 FucT
α1,6FucT
α1,4 FucT
FucosylTransferases
Goals and Aims
To find potential glycans as Breast cancer biomarkers
To correlate glycans with disease progression (e.g stage, organs involved) for diagnosis and prognosis
purposes
To understand the physiological relationship between glycan biomarkers and Breast cancer development
Experimental method
In-gel releaseSerum + gel
mixture(Advanced Breast
cancer and controls)
PNGase F digestion(37°C, overnight)
Gel small 1mm3 pieces
Washings
Glycan extraction
2-AB labeling
Normal phase HPLC
WAX HPLC
Exoglycosidase digests
Mass spectrometry(MALDI, LC-MS, ESI-MS)
Experimental method (cont.)
Normal Phase HPLC
Weak Anion Exchange (WAX) HPLC Exoglycosidase digests
1 2
3
45
7 8 96 16
15
14
13
1211
10 2019
18
17
2322
2124
N-glycan profile of control serum 24 peaks, 38 structures
GU 5 6 7 8 9 10 4
Undigested
- SA
- Gal
- GlcNAc
- Fuc
Neutral
0 4 12 8 16 20 Min
Flu
ore
sc
en
ce
S1
S2
S3
S4
Fetuin N
Serum
N-glycan pool of whole serum
9 1110876 GU
16
1
2
3 456 7
8
910 13
1415
1112
17
1819
202122
362324
26
25
2728
29
30
31
32
33
34
35
3738
Peak Number
Structure GU
1 A2 5.472 A2B 5.763 FcA2 5.904 FcA2B 6.155 M5 6.176 A2[6]G1 6.297 A2B[6]G1 6.468 A2[3]G1 6.489 FcA2[6]G1 6.62
10 A2B[3]G1 6.6311 FcA2[3]G1 6.7812 FcA2B[6]G1 6.8313 FcA2B[3]G1 6.9014 M6 7.0615 A2G2 7.1316 A2G1S1 7.1417 A2BG2 7.2518 A2BG1S1 7.4719 FcA2G2 7.5020 FcA2BG2 7.6021 FcA2BG1S1 7.7122 FcA2G1S1 7.7523 M7 7.9324 A2G2S1 8.0225 A2BG2S1 8.2426 FcA2G2S1 8.4227 FcA2BG2S1 8.6128 M8 8.7729 A2G2S2 8.8230 A2BG2S2 8.9031 FcA2G2S2 9.1832 FcA2BG2S2 9.2533 M9 9.5034 A3G3S2 9.7835 A3G3S3 10.1136 A3BG3S3? 10.4337 FcA3G3S3/F 10.6038 FcA3BG3S3 10.65
Potential glycan biomarker of Breast cancer
Increased A3G1F (from A3G3S3) structure after Abs+Btg incubation in patient sera compared to healthy controls
Minutes
75.00 80.00 85.00 90.00 95.00 100.00 105.00 110.00
Flu
ore
sc
en
ce
5 86 GU7
Control A
Patient A
A3G1F(2/3/4)
Blood Group Ag (H antigen)
Xmf (α1-2 Fuc)
Lewis a
Lewis x
Exoglycosidase specificities as a tool in glycan profiling
After Abs+Btg (removes sialic acids and terminal galactoses)
Digest 1
or
Amf (α-3/4 Fuc)
Lewis a
Lewis x
Amf + Spg (β1-4 Gal)
Lewis a
Lewis x
Digest 2
Digest 3
ABS, AMF, SPG confirms structure as Sialyl Lewis x (sLex)
Increase in sLex measured from Abs+Btg+Xmf (A3G1F[3] peak) digestion
in all individual profiles
Combination of digestions, MS and WAX on NP HPLC to elucidate glycan
structure
Increase of Sialyl Lewis x (sLex) in Breast cancer serum
Control A
Patient A
Minutes
70.00 75.00 80.00 85.00 90.00 95.00 100.00 105.00 110.00 115.00 120.00
Flu
ore
sc
en
ce
5 86 9 10GU 7
A3G1F(3)
Following Abs+Btg+Xmf digestion
sLex digestion as detected by LC-MS
Data courtesy of Dr Louise Royle (sample subjected to Abs+Btg+Fucosidase)
Patient A + Xmf
Patient A + Amf
Control A + Xmf
Control A+ Amf
A4
A4
A4
A4
A3G1F[3]
A3G1F[3]
sLex digestion as detected by ESI-MS
Data courtesy of Dr David Harvey (desialylated sample)
Control A
sLex digestion as detected by ESI-MS
Data courtesy of Dr David Harvey (desialylated sample)
Patient A
A3G1F(3)
Patient +Amf
Patient A + Xmf
Patient A + Amf
Control A + Xmf
Control A+ Amf
sLex digestion as detected by MALDI
Data courtesy of Dr David Harvey (sample subjected to Abs+Btg+Fucosidase)
sLex in Control and Breast cancer serumF
luo
res
ce
nc
e
Minutes70.00 75.00 80.00 85.00 90.00 95.00 100.00 105.00 110.00 115.00 120.00
5 86 9 10GU 7
A3G1F(3)Control 1
sLex = 1.23%
Controls (following Abs+Btg+Xmf)
Control 5 sLex = 1.41%
Control 4 sLex = 0.58%
Control 3 sLex = 4.06%
Control 2 sLex = 3.97%
Patient 1sLex = 13.16%
Patients (following Abs+Btg+Xmf)F
luo
res
ce
nc
e
Minutes70.00 75.00 80.00 85.00 90.00 95.00 100.00 105.00 110.00 115.00 120.00
5 86 9 10GU 7
A3G1F(3)
Patient 5sLex = 5.46%
Patient 4sLex = 3.36%
Patient 3sLex = 3.91%
Patient 2sLex = 6.37%
sLex in Breast Cancer patients and controls (%)
0.00
2.00
4.00
6.00
8.00
10.00
12.00
14.00
Are
a (
%)
Patient Control
Increase of sLex correlates with disease progression
Patient B (following Abs+Btg+Xmf)
Sample 1CA 15-3 = 96sLex = 5.31%
Flu
ore
sc
en
ce
Minutes
70.00 75.00 80.00 85.00 90.00 95.00 100.00 105.00 110.00 115.00 120.00
5 86 9 10GU 7
Sample 2CA 15-3 = 615sLex = 8.49%
Sample 3CA 15-3 = 373sLex = 3.58%
Sample 4CA 15-3 = 288sLex = 6.34%
A3G1F(3)
CA 15-3 vs sLex
0
100
200
300
400
500
600
700
1 2 3 4
Sample number
CA
15-
3 (U
)
0
1
2
3
4
5
6
7
8
9
Are
a (%
)
Ca15-3
sLex
Mastectomy Metastases (ABC)Hormone treatment
Timeline
Increase of sLex detected by WAX HPLCF
luo
res
ce
nc
e
Minutes75.00 80.00 85.00 90.00 95.00 100.00 105.00 110.00
86GU 7
PoolControl
Patient C Sample 1
(Pre-mastectomy)
Patient CSample 2
(Metastases)
Tri-sialylated fraction from WAX on NP HPLC
After Abs+Btg
A3
A3G1F(3)
Increase of sLex detected by WAX HPLC
Tetra-sialylated fraction from WAX on NP HPLC
After Abs+Btg
Minutes
80.00 85.00 90.00 95.00 100.00 105.00 110.00 115.00 120.00
86GU 7 9 10
Flu
ore
sc
en
ce
PoolControl
Patient C Sample 1
(Pre-mastectomy)
Patient CSample 2
(Metastases)
A4G1F(3)
A4
A4G2F(3)2
ESI-MS of Pool Control and Patient C samples
Data courtesy of Dr David Harvey (desialylated unfractionated sample)
Focus: 16000, Source: 20000, Extraction: 19950, Pulse:3000 Laser course: 50, Fine: 100Target spot: 72
28-APR-2005, 12:43:56Collision energy: 0IGB LD2, in gel, -2AB, ABS, Nafion (05/112)
1200 1300 1400 1500 1600 1700 1800 1900 2000 2100 2200 2300 2400 2500 2600 2700 2800m/z0
100
%
0
100
%
0
100
%
050294 64 (4.012) Sm (SG, 5x20.00); Sb (99,50.00 ); Sm (SG, 5x2.00); Cm (1:68) TOF LD+ 1.45e4x101664
16481200
1486125814201299 1502 1575
2394
20291810
1702 1784
19771955
18512175
2066 2122 23432321
254024882466 27082577 2686 2772
050290 24 (2.585) Sm (SG, 5x20.00); Sb (99,50.00 ); Sm (SG, 5x2.00); Cm (1:30) TOF LD+ 1.18e4x101664
164814861200
14201299 1502
2395
20291810
1679 17842013
1851 18672175
2353
2540
2435 2476 26862645 2760 2794
050292 4 (0.246) Sm (SG, 5x20.00); Sb (99,50.00 ); Sm (SG, 5x2.00); Cm (1:89) TOF LD+ 2.17e4x101664
1200
164814861216
14201299 1502 1574
23951810
17841689
20292013
1851 18672175
2381
2541
24882449 268626322599 2760
Pool Control
Patient CSample 1
Patient CSample 2
A3G3FA4G4F
A4G4F2
Lectin and Antibody studies
Monoclonal Ab against sLex used to develop Western Blots of cancer serum
Objectives:
To compare proteins bearing the glycan epitope in both patient and control To identify proteins significant with Breast cancer glycosylation To help further understand disease development through protein studies
Lectins used to identify other glycosylation changes associated with Breast cancer
Leukoagglutinin Phaseolus vulgaris (L-PHA) for N-glycan branching (tetra- antenna) Maackia amurensis lectin (MAA) for α2-3 sialic acids
Lectin and Antibody studies – Preliminary data
Con C-1 C-2 Con C-1 C-2Con C-1 C-2
6% SDS PAGE gel(1ul serum each lane)
Western Blot of 6% SDS PAGE gel stained with sLex Ab
8-16% Tris-Gly gel(1ul serum each lane)
MW MWMW
205
97
66
205
97
kDkD kD
97
205
66
55
36
21
14
6
Conclusions
N-glycan analysis by various HPLC(s) coupled with MS is a powerful tool for glycosylation studies in search of disease biomarkers
Serum N-glycans from Breast cancer reveal an increase in sLex in patients compared to controls
Levels of sLex in Breast cancer patients correlates with disease progression
sLex is a potential marker for glycoprotein studies of Breast cancer serum
A3G3S3F[3]
Sialyl Lewis x
Future Work
Glycan analysis
Quantify sLex in control and Breast cancer patient serum
Correlate increase of sLex with disease stage of Breast cancer
Glycan analysis of pleural effusion/ascites fluid to detect sLex
To develop high-throughput method for robust analysis of Breast cancer serum
Establish reproducibilty of quantification between different release methods
PVDF-Membrane bound
Serum sample
PNGase F digestion(37°C, overnight)
Glycan extraction
2-AB labeling
Normal phase HPLC
Exoglycosidase digestsAbs+Btg+Xmf, Abs+Spg+Amf
High-throughput Experimental Method
Future Work
Glycan analysis Quantify sLex in control and Breast cancer patient serum Correlate increase of sLex with disease stage of Breast cancer Glycan analysis of pleural effusion/ascites fluid to detect sLex
To develop high-throughput method for robust analysis of Breast cancer serum
Establish reproducibilty of quantification between different release
methods
Protein analysis Lectin and antibody studies against glycan biomarkers for
detection of Breast cancer associated protein expression Affinity chromatography for studies on sLex bearing proteins in
serum
Others Measurements of sE-selectin in Breast cancer serum Glycosyltransferase studies on Breast cancer cell lines Glycan analysis of cell surface carbohydrates on cancer cells and
MUC1
Acknowledgement
Dr Pauline Rudd
Prof Raymond Dwek
Dr Louise Royle
Catherine Radcliffe
Dr David Harvey
Dr Yusuke Mimura
Silvia Barrabes Vera
Prof John Robertson
Dr Caroline Chapman
Sarah Stephenson
Rudd group 2005