a pathway based signature for prostate cancer racial · pdf filea pathway based signature for...
TRANSCRIPT
Peng Lee, M.D., Ph.D.
Department of Pathology and UrologyNew York University School of MedicineNew York Harbor Healthcare System
A pathway based signature
for
prostate cancer racial disparity
• Risk factors: Aging, race, genetics, heredity, milk
• Most common cancer and second leading cause of cancer death in men in the US
Prostate Cancer Racial Disparity
• Decreasing gap (between 1990 and 2000)
• Higher incidence
• Higher mortality
Berger et al. Urology. 2006 67(1):120-4
• Younger age
Biology in Prostate Cancer Racial Disparity
Hatcher et al. Am J Transl Res. 2009, 1(3):235-48
Powell IJ. J Rrol 2007, 177:444-9
• Androgen
• EGFR
• BCL-2
• EphB2
• Androgen metabolism
• Androgen receptor
Aim 1: To identify signal transduction proteins that are associated with racialdifferences in prostate cancer between AA and CA men using a novel ProteomicPathway Array System:
A) We will screen a total of 40 pairs of AA and 40 pairs of CA prostate samples(cancer and matched benign tissues) with 320 antibodies in order to identifydifferentially-expressed proteins and phospho-proteins between the twogroups. The AA and CA cancer samples will be matched by clinicopathologicalparameters including age, PSA, tumor grade, and stage.
B) We will integrate our previously obtained genomic information (gene expression)on PCa of AA vs CA with PPAA data using bioinformatics tools to uncover additionalsignal transduction proteins involved in racial disparity. We expect 30-50differentially expressed proteins with statistical significance (p<0.05) using SAMand t-test analysis.
Aim 1: Marker Discovery Phase
Pathway array based approaches for biomarker discovery
DiscoveryPathway Array analysis (~200 abs): Proteomics (~3,000 proteins)
Validation
Function
Therapy
Differentially expressedproteins/phosphorylation
Source:Cell Lines and Tissue
Clinically significantproteins/phosphorylation
Potential therapeutic targets
Biologicallyimportant regulators
Diagnostic/Prognostic Assay
Pathway Specific Drug
Zhang et al. Cell Division 2009, 4:20
Pathway Array for Protein analysis
Protein extraction
Gel electrophoresis
Nylon membrane/plate
Immunoblot
Image analysis
Data acquisition
Signaling network
Beads
Binding of antibodies
Samples (cells, tissues, FFPE)
Genomic array information
Pathway Array
Nature 1 January 2009 Volume 457 Number 7225 pp7 - 122
• Broad coverage of cellular pathways: – Angiogenesis– Apoptosis– Inflammatory-response– cytokines– Hormone receptor signaling– Cell proliferation pathways– Cancer drug resistance – Chemokines and receptors– Cell damage and repair– Drug metabolism– Extracellular matrix and adhesion– Hypoxia signaling pathway– Stem cells– Epithelial-mesenchymal transition – Stress response– Tumor metastasis
Ratio of differentially expressed proteins and phosphoproteinsbetween aggressive (AA) and (less aggressive) CA PCa
Stem cell markers: Notch 4CD44
Tumor suppressors: Nkx3.1NEP
BCL2Apoptosis:
Invasion: L-selectin
Cell cycle genes: CDK6FoxM1
Ratio of differentially expressed proteins and phosphoproteinsbetween aggressive (AA) and (less aggressive) CA PCa
Notch4 is overexpressed in PCa vs normal tissue.
Notch4 overexpression in PCa is greater in AA than CA: Potential basis for racial disparity?
Notch4 is a receptor for membrane bound ligand (delta). Upon ligand binding Notch is cleaved and goes to the nucleus to affect transcription.
Aim 2: Marker Validation Phase
Aim 2. To determine the association of signal transduction proteins with theclinical outcome of more aggressive prostate cancer in AA using highthroughput TMAs:
A)We will perform IHC on our racial disparity Tissue Microarrays (rTMA1) (n=150AA and n=150 CA cases) to confirm that the proteins identified by PPAA in Aim 1are indeed associated with prostate cancer racial disparity between AA and CA.The patterns of expression will be correlated with clinical and pathologicalparameters, including grade, stage, and PSA levels, etc.
B)We will then evaluate these proteins on the second prognostic TMA (rTMA2)(n=300) to determine their association with aggressive PCa in AA. The levels ofexpression of the selected markers will be correlated with clinical outcomesincluding recurrence, metastasis, and survival. Nested case-control design withconditional logistic regression analysis will be used for recurrence and metastasis.Cox proportional hazard models will be used for survival. We expect to narrow thelist down to approximately 25 proteins.
0.000.501.001.502.002.503.003.504.004.505.00
1 2
Cytoplasmic Notch 4 is increased in PCa among AA
P =0.0011
1=CA, n=70
2=AA, n=19
Combi
ned
inte
nsity
and
perc
enta
ge
Allred score (0-8)=intensity (0-3) + percentage (1-5)
Aim 3: Functional Relevance: Pathway Based Target
Aim 3. To determine whether the altered expression of signal transduction proteins between AA and CA is responsible for the more aggressive behavior of AA prostate cancer using in vitro (cell proliferation, migration, and invasion) and in vivo (nude mice tumor xenograft) experiments:
A)We will investigate the functions (cell proliferation, migration, and invasion) of the differentially expressed proteins identified in Aims 1 and 2 with xCELLigence high throughput instrument using benign (hTert immortalized) and malignant (primary) cell lines from different races.
B)The proteins important in controlling cell behaviors determined by in vitro studies will be further confirmed in orthotopic intra-prostate nude mice xenograft models. We expect to identify 5-10 functionally important proteins
ctrlsiRNA Notch4siRNA
Function of Notch 4 in prostate cancer cells
Cell
prol
ifer
atio
n in
dex
Notch4siRNA
ctrlsiRNA
Notch4siRNA - +
Notch4β-actin
Num
ber
of in
vasi
ve c
ells
Notch4
β-actin
LNCa
P
LNCa
P-AI
PC3
PC3
LNCaP-AI
0
20
40
60
80
100
Conclusions:Depletion of Notch4 decreases cell proliferation & invasion of LNCaP-AI cells.Thus, high levels of Notch4, as observed in AI cells, promote proliferation and invasion.
LNCaP: androgen-dependent PCa, positive for AR expressionLNCaP-AI: androgen-independent PCa, higher levels of AR expressionPC3: androgen-independent PCa, negative for AR
ACKNOWLEDGEMENT
Jonathan Melamed
Yirong LiGarrett Daniels
Lee Lab Collaborators
Iman Osman
Jinhua Wang
Liantian Tian
NYUSOM Urologic Diseases COE Seed FundNYUCTSI Pilot Fund
DOD PCRP
Xinyu Wu
NIH CRCHD (1U01CA149556-01)
Harry Ostrer
David Zhang (MSSM)
Thanks
for
Coming !