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New Agents in the Treatment of Esophageal and Gastric Cancers. Heinz-Josef Lenz, MD Professor of Medicine USC/Norris Comprehensive Cancer Center University of Southern California Keck School of Medicine Los Angeles, CA. Can Gastric Cancer be the next GIST? Intestinal versus Diffuse?. - PowerPoint PPT Presentation
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New Agents in the Treatment of New Agents in the Treatment of Esophageal and Gastric CancersEsophageal and Gastric Cancers
Heinz-Josef Lenz, MDHeinz-Josef Lenz, MDProfessor of Medicine Professor of Medicine
USC/Norris Comprehensive Cancer CenterUSC/Norris Comprehensive Cancer CenterUniversity of Southern California University of Southern California
Keck School of MedicineKeck School of MedicineLos Angeles, CALos Angeles, CA
Can Gastric Cancer Can Gastric Cancer be the next GIST?be the next GIST?
Intestinal versus Intestinal versus Diffuse? Diffuse?
Critical PathwaysCritical Pathways
Her2Her2
VEGF/VEGFR VEGF/VEGFR
EGFR EGFR
IGFR1IGFR1
C-met C-met
PI3K/AKT PI3K/AKT
E-CadherinE-Cadherin
Frequent Genetic and Molecular Frequent Genetic and Molecular Abnormalities In Sporadic Gastric CancerAbnormalities In Sporadic Gastric Cancer
E-cadherin E-cadherin In 92%, down regulation or mutationIn 92%, down regulation or mutationFibroblast growth factorFibroblast growth factor 70% expression, esp. undifferentiated 70% expression, esp. undifferentiated
tumorstumorsTelomerase expressionTelomerase expression 85% of advanced tumors, poor 85% of advanced tumors, poor
prognosisprognosisVEGF/VEGFRVEGF/VEGFR about 50% overexpression poor about 50% overexpression poor
prognosisprognosisMET, c-metMET, c-met Over-expression in approximately 50%,Over-expression in approximately 50%, a marker for poor prognosisa marker for poor prognosisEpidermal Growth Factor (EGF)Epidermal Growth Factor (EGF) Over-expression in over 50% of Over-expression in over 50% of
advanced advanced cancerscancersPI3K Mutations PI3K Mutations 35% have PI3K mutations 35% have PI3K mutations HER2 over expression:HER2 over expression: 10-25% overexpression (FISH) 10-25% overexpression (FISH)
intestinal intestinal typetype
Hundahl, Macdonald, & Smalley Chapter 45: Stomach in Chang F et al (eds) Oncology: An Evidence Based Approach, New York: Springer Verlag, 2008, Galizia W J Surg 31: 1458; 2007 Mammano Anticancer Res 26: 3547; 2006 Lee Oncogene 22: 6942; 2003 Yano Oncol Rep 15: 65; 2006
Overall Survival among Different Ethnicities (Differences in
Genetic Make up?)
0.0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1.0
0 2 4 6 8 10 12 14 16
Years Since Diagnosis of Resectable Gastric Cancer
Estim
ate
d
Re
cu
rre
nce
-Fre
e P
rob
ab
ility
White N=63
African American N= 1
Asian N=28
Hispanic N= 45
P for wald test = 0.026
Targeted TherapiesTargeted Therapies
Conventional, cytotoxic chemotherapy has Conventional, cytotoxic chemotherapy has limited benefitlimited benefit
Targeted agents: attempt to block specific Targeted agents: attempt to block specific tumor growth pathwaystumor growth pathways– Monoclonal antibodiesMonoclonal antibodies– Tyrosine kinase inhibitorsTyrosine kinase inhibitors– Soluble receptors/Ligands to growth factorsSoluble receptors/Ligands to growth factors– Inhibition of pathways involved in protein Inhibition of pathways involved in protein
synthesis and degradationsynthesis and degradation
Targeted Agents in Phase II Targeted Agents in Phase II
Phase II Phase II StudyStudy RegimenRegimen NN
Response Response (%)(%) TTP / OSTTP / OS
Bang et al Bang et al 20072007 SunitinibSunitinib 3838 3%3% NSNS
Muro 2008Muro 2008 RAD001RAD001 2424 0%0% NSNS
Gold 2008Gold 2008 CetuximabCetuximab 5555 2%2% 1.8 mos / 1.8 mos / 4 mos4 mos
Hecht 2008Hecht 2008
Iqbal 2007Iqbal 2007LapatinibLapatinib
2121
4747
0%0%
7%7%
----
2 mos/ 5 2 mos/ 5 mosmos
Advanced Gastric Cancer:Advanced Gastric Cancer:Targeted AgentsTargeted Agents
Phase II Phase II StudyStudy RegimenRegimen NN RR (%)RR (%) TTP / OSTTP / OS
Lordick et Lordick et al. 2006al. 200644 CetuximabCetuximab + + FUFOXFUFOX 2828 56%56% 8.1 / 28.2 8.1 / 28.2
mosmos
Di Fabio et Di Fabio et al. 2006al. 200622
CetuximabCetuximab + + FOLFIRIFOLFIRI 2727 52%52%
Pinto et al. Pinto et al. 2006200633
CetuximabCetuximab + + FOLFIRIFOLFIRI 2525 56%56% 8 / 16 mos8 / 16 mos
Jhawer 2009Jhawer 2009 Bev + Modified DCFBev + Modified DCF 3636 64%64% 12 mos / 12 mos / 16mos16mos
Shah et al. Shah et al. 2006200611
BevBev + + CisplatinCisplatin + + IrinotecanIrinotecan 3434 65%65% 8.3 / 12.3 8.3 / 12.3
mosmos
Enzinger et Enzinger et al. 2008al. 2008
Bev + Bev + Irino/Docet/CisplatinIrino/Docet/Cisplatin 2222 68%68% NSNS
1. Shah et al. J Clin Oncol. 2006;24:5201; 2. Di Fabio et al. ESMO, 2006. Abstract 1077PD;3. Pinto et al. Ann Oncol 2007; 4. Lordick et al. Ann Oncol 2008.
Targeted Agents in Phase IIITargeted Agents in Phase III(EGFR/VEGF/Her2)(EGFR/VEGF/Her2)
REAL 3:REAL 3: ECX + / - ECX + / - PanitumumabPanitumumab (U.K.)(U.K.)
EXPAND:EXPAND:Cape-Cis + / Cape-Cis + / CetuximabCetuximabAVAGAST:AVAGAST: Cape-Cisplatin + / - Cape-Cisplatin + / -
BevacizumabBevacizumabLOGIC:LOGIC: Cape-Ox + / - Cape-Ox + / - LapatinibLapatinib
(HER2+)(HER2+)
TOGA:TOGA: HER+HER+Cape-Cisplatin + / - Cape-Cisplatin + / - TrastuzumabTrastuzumab
Angiogenesis in GC & ECAngiogenesis in GC & EC
VEGF-A expressed in 51% GC specimens w/o VEGF-A expressed in 51% GC specimens w/o stage correlation (stage correlation (Feng, 2002) but w/ OS Feng, 2002) but w/ OS correlation (Maeda,1996) correlation (Maeda,1996) Serum VEGF-A correlated with OS in resected Serum VEGF-A correlated with OS in resected GC (Yoshikawa, 2000; Karayiannakis, 2002)GC (Yoshikawa, 2000; Karayiannakis, 2002)Serum VEGF-A increased in SCC EC and Serum VEGF-A increased in SCC EC and correlated with stage and response to CT/RT correlated with stage and response to CT/RT ((Shimada, 2001Shimada, 2001))VEGF-D & VEGFR-3 expression in GC correlated VEGF-D & VEGFR-3 expression in GC correlated with poor OS (all pts & pN+) (with poor OS (all pts & pN+) (Jüttner, 2006Jüttner, 2006))Tight correlation between VEGF and EGFR Tight correlation between VEGF and EGFR pathways in GC (Akagi, 2003)pathways in GC (Akagi, 2003)
VEGFD & VEGFR-3 in GCVEGFD & VEGFR-3 in GC
VEGF-D & VEGFR-3 expression was correlated with decreased survival in the total population
Combined analysis of VEGF-D & VEGFR-3 can be useful to identify patients with favourable vs unfavourable outcome (even pN+)
Jüttner S, et al. JCO 2006
Total (n=91) pN+ (n=63)
CX
CR IL-1
R
Tumor associated angiogenesis
HIF1 NFkbARNTHIf1
NRP1V
EG
FR
Tumor cellDNA
EG
FR
VEGF
Endothelial cell
HypoxiaEGF
IL-8 IL-1 β
PA
R-
4 PA
R-
1
Endostatin
Platelet1-granules2-granules
Thrombin Thrombin
Overall Survival among different IL-8 Polymorphisms
0.0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1.0
0 2 4 6 8 10 12 14 16
Years Since Diagnosis of Resectable Gastric Cancer
Estim
ate
d
Re
cu
rre
nce
-Fre
e P
rob
ab
ility
Il-8 -251 T>A (rs4073)
T/T (n=50)
T/A (n=66)
Log-rank test p value <0.0001
A/A (n=21)
Lurje et al Annals of Oncology 2009
Overall Survival among different PAR-1 Polymorphisms
0.0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1.0
0 2 4 6 8 10 12 14 16
Years Since Diagnosis of Resectable Gastric Cancer
Est
imat
ed R
ecur
renc
e-F
ree
Pro
babi
lity
PAR-1 -506 ins/del (rs11267092)
Del/del (n=91)
Ins/del (n=34)
Ins/Ins (n=11)
Log-rank p value < 0.0001
Lurje et al Annals of Oncology 2009
Overall Survival among different Endostatin Polymorphisms
0.0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1.0
0 2 4 6 8 10 12 14 16
Years Since Diagnosis of Resectable Gastric Cancer
Est
ima
ted
Re
curr
en
ce-F
ree
Pro
ba
bili
ty
G/G (n=115)
G/A (n=18)
A/A (n=4)
Endostatin +4349 G>A (rs12483377)
Log-rank p value < 0.0001
Lurje et al Annals of Oncology 2009
EGF and PAR1 associated with Time to Tumor Recurrence in Esophageal Cancers (n=237)
0,0
0,1
0,2
0,3
0,4
0,5
0,6
0,7
0,8
0,9
1,0
0 2 4 6 8 10 12 14
Estim
ate
d R
ecu
rre
nce
-Fre
e P
rob
ab
ility
Years Since Surgery of Localized Esophageal Adenocarcinoma
EGF +61 A>G & PAR-1 -506 ins/del Adjusted P value < 0.001
EGF +61 A/G or G/G and PAR-1 -506 del/del (n=95)
EGF +61 A/A and PAR-1 -506 ins/del or ins/ins (n=34)
EGF +61 A/A and PAR-1 -506 del/del or EGF +61 A/G or G/G and PAR-1 -506 in/del or ins/ins
(n=108)
Anti VEGF (Bevacizumab) Anti VEGF (Bevacizumab) Shah, et al. JCO 2007Shah, et al. JCO 2007– Phase II met gastric or GEJ adenocaPhase II met gastric or GEJ adenoca– First line therapy – cisplatin/irinotecan/bevFirst line therapy – cisplatin/irinotecan/bev– N = 47, 34 with measurable diseaseN = 47, 34 with measurable disease– RR 65%, OS 12.3 moRR 65%, OS 12.3 mo
Enzinger, et al. ASCO 2008, Abstr 4552Enzinger, et al. ASCO 2008, Abstr 4552– Phase II met esophagogastric cancerPhase II met esophagogastric cancer– First line therapy – docetaxel/cisplatin/irinotecanFirst line therapy – docetaxel/cisplatin/irinotecan– N = 32N = 32– RR 63%RR 63%
Jhawer, et al. GI ASCO 2009, Abstr 10Jhawer, et al. GI ASCO 2009, Abstr 10– mDCF plus bevacizumabmDCF plus bevacizumab– N = 45N = 45– RR 67%, PFS 12 mo, OS 16.2 moRR 67%, PFS 12 mo, OS 16.2 mo
AVAGAST study accrual completedAVAGAST study accrual completed– XP +/- bevacizumabXP +/- bevacizumab– Following toxicities carefully – thrombosis, perforationFollowing toxicities carefully – thrombosis, perforation
Anti-VEGFR (Sorafenib)Anti-VEGFR (Sorafenib)
ASCO 2008, Abstr 4535, Sun, et al.ASCO 2008, Abstr 4535, Sun, et al.
ECOG 5203ECOG 5203
Phase II study of sorafenib, docetaxel, Phase II study of sorafenib, docetaxel, cisplatincisplatin
44 pts with advanced gastric or GE 44 pts with advanced gastric or GE junctional cancersjunctional cancers
RR 38.6%, PFS 5.8 mo, OS 14.9 moRR 38.6%, PFS 5.8 mo, OS 14.9 mo
Meyerhardt JA, Mayer RJ. N Engl J Med. 2005;352:476-487; Venook A. Oncologist. 2005;10:250-261.
Survival (anti-
apoptosis)
Gene transcriptionCell-cycle progression
MYC
MYC Cyclin D1
FOSJUN
PP
Cyclin D1
AngiogenesisInvasion andmetastasis
Chemotherapy/radiotherapy resistance
Proliferation/maturation
MAPK
MEK
RAS RAFSOS
GRB2
PTEN AKTSTAT
P13KpY
pY
Ligand: AREG, EREG
EGFR-TKTarget for EGFT-TK inhibitor
pY
EGF Receptor: A Rational Target for CRC Therapy
EGFR/HER-2 Expression in GE EGFR/HER-2 Expression in GE cancercancer
EGFR expression
Range Ref.
Esophageal 43-89% Herbst (2002)
Gastric 50-63%Rojo (2003)
Matsubara (2007)
HER-2/neu expression
Range Ref.
Esophageal36% IHC 2/3+ 22% FISH +
Safran (2006) Brien (2000)
Gastric0-43%
(20% GC, 34% GEJC)
Rojo (2003) Safran (2006)
Matsubara (2007) Kang (2008) Hecht (2008)
EGFR expression correlates with OS in EC (Kitagawa, 1996)EGFR expression correlates with OS in EC (Kitagawa, 1996)
EGFR and TGF-EGFR and TGF- expression correlate with OS in EC (Lihara, expression correlate with OS in EC (Lihara, 1993) and GC (Yonemura, 1992)1993) and GC (Yonemura, 1992)
HER2HER2 gene amplification correlates with OS in EC (adeno) gene amplification correlates with OS in EC (adeno) (Brien, 2000) (Brien, 2000)
EGFr Tyrosine Kinase Inhibitors: EGFr Tyrosine Kinase Inhibitors: Phase II, AdenocarcinomaPhase II, Adenocarcinoma
Gastric Gastric Number PatientsNumber Patients % Response% Response
Dragovich Dragovich (Erlotinib)(Erlotinib)
2525 0%0%
Doi (Gefitinib)Doi (Gefitinib) 7575 1%1%
GE JunctionGE Junction
Ferry (Gefitinib)Ferry (Gefitinib) 2727 11%11%
Janmaat (Gefitinib)Janmaat (Gefitinib) 2626 0%0%
Tew (Erlotinib)Tew (Erlotinib) 1717 0%0%
DragovichDragovich
(Erlotinib)(Erlotinib)
4343
Total: 7/113Total: 7/113
9%9%
6%6%Doi 1036 Proc ASCO 22, 2003; Ferry Clin Can Res 132:5869; 2007 Janmaat JCO 24: 1612; 2006;Tew GI ASCO 2005; Dragovich
JCO 24: 4922; 2006
EGFr Tyrosine Kinase Inhibitors: EGFr Tyrosine Kinase Inhibitors: Phase II, Squamous CarcinomaPhase II, Squamous Carcinoma
Number Number PatientsPatients
% Response% Response
GefitinibGefitinib
JanmaatJanmaat
(Squamous)(Squamous)
99 11%11%
ErlotonibErlotonib
TewTew
(Squamous)(Squamous)
1313 15%15%
Janmaat JCO 24: 1612; 2006;Tew GI ASCO 2005;
EGFR/HER-2 inhibitors in GE cancerEGFR/HER-2 inhibitors in GE cancerShould Should KRASKRAS gene status be revisited? gene status be revisited?
KRAS mutations
N Ref.
Esophageal 9% Janmaat (2006)
GE 3% Gold (2008)
Gastric 7% Gylling (2007)
No major impact of KRAS gene status in patients with esophageal and gastric cancer
Phase II CALGB 80403/ECOG 1206Phase II CALGB 80403/ECOG 1206Completed, ASCO 2010Completed, ASCO 2010
Metastatic Esophagogastric
Cancer
Irinotecan +Cisplatin +Cetuximab
ECF +Cetuximab
FOLFOX +Cetuximab
• Primary end point: Response rate
Rationale for targeting other receptors & Rationale for targeting other receptors & downstream signaling proteinsdownstream signaling proteins
Insulin-like growth factor Insulin-like growth factor receptorreceptor– ILGF1R expression in GC: ILGF1R expression in GC:
77%. Correlation with 77%. Correlation with EGFR/HER2 expression, EGFR/HER2 expression, intestinal type and poor intestinal type and poor survival (Matsubara, 2007)survival (Matsubara, 2007)
– 9 EC cell lines sensitive to 9 EC cell lines sensitive to picropodophyllin (PPI), an picropodophyllin (PPI), an IGF1R TKI (Bergqvist, 2007)IGF1R TKI (Bergqvist, 2007)
CpG Island Methylator CpG Island Methylator Phenotype (CIMP)Phenotype (CIMP)
Tumor A:
Tumor B:
Tumor C:
Tumor D:
Tumor E:
Tumor F:
S9008 Progression-Free SurvivalBy Cimp
Treatment Arm
0%
20%
40%
60%
80%
100%
0 24 48 72 96 120Months After Registration
NY
N166
Events125
Medianin Months
4816
S9008 Progression-Free SurvivalBy Cimp
Observation Arm
0%
20%
40%
60%
80%
100%
0 24 48 72 96 120 144Months After Registration
NY
N104
Events84
Medianin Months
117
HER2 Inhibitors:HER2 Inhibitors:Trastuzumab and LapatinibTrastuzumab and Lapatinib
ASCO 2008, Abstr 4526, Bang, et al.ASCO 2008, Abstr 4526, Bang, et al.– Analysis of 2484 gastric cancer samples from the Ph III ToGA Analysis of 2484 gastric cancer samples from the Ph III ToGA
trialtrial– 21.9% HER2 positivity21.9% HER2 positivity
ASCO 2009, Abstr LBA 4509, ToGA TrialASCO 2009, Abstr LBA 4509, ToGA Trial– Rand Ph III, HER2+ gastric cancerRand Ph III, HER2+ gastric cancer– 5-FU/capecitabine + cisplatin +/- trastuzumab5-FU/capecitabine + cisplatin +/- trastuzumab– RR 47.3 vs. 34.5%, OS 13.5 vs. 11.1 mo (p = 0.0048)RR 47.3 vs. 34.5%, OS 13.5 vs. 11.1 mo (p = 0.0048)– HR 0.74 (0.60-0.91)HR 0.74 (0.60-0.91)– Practice changing!!!Practice changing!!!
LOGIC TrialLOGIC Trial– Rand Ph III, HER 2+ gastric cancerRand Ph III, HER 2+ gastric cancer– Capecitabine + oxaliplatin +/- lapatinibCapecitabine + oxaliplatin +/- lapatinib
Her2 gene expression associated with OS in patients with metastatic gastric cancer treated
with lapatinib
Overall Survivalby Her2 Expression Level
0%
20%
40%
60%
80%
100%
0 6 12 18 24Months After Registration
Above MedianBelow Median
N1717
Events1215
Median in months63
P = .005
Il-8 associated with PFS in patients with metastatic gastric cancer treated
with lapatinibOverall Survival
by IL8 T 251A Genotype
0%
20%
40%
60%
80%
100%
0 6 12 18 24Months After Registration
A/AT/AT/T
N141810
Events9
138
Median in months1053
P = .04
ToGA trial designToGA trial design
HER2-positiveadvanced GC
(n=584)
5-FU or capecitabinea + cisplatin(n=290)
R
aChosen at investigator’s discretion GEJ, gastroesophageal junction
5-FU or capecitabinea + cisplatin
+ trastuzumab(n=294) Stratification factors
− advanced vs metastatic − GC vs GEJ− measurable vs non-measurable− ECOG PS 0-1 vs 2− capecitabine vs 5-FU
Phase III, randomized, open-label, international, multicenter study
1Bang et al; Abstract 4556, ASCO 2009
3807 patients screened1
810 HER2-positive (22.1%)
Primary end point: OSPrimary end point: OS
Time (months)
294290
277266
246223
209185
173143
147117
11390
9064
7147
5632
4324
3016
2114
137
126
65
40
10
00
No. at risk
11.1 13.8
0.00.10.20.30.40.50.60.70.80.91.0
0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36
Event
FC + TFC
Events
167182
HR
0.74
95% CI
0.60, 0.91
p value
0.0046
MedianOS
13.811.1
T, trastuzumab
Secondary end point: Secondary end point: tumor response ratetumor response rate
2.4%5.4%
32.1%
41.8%
34.5%
47.3%
Intent to treat
ORR= CR + PRCR, complete response; PR, partial response
p=0.0599
p=0.0145
F+C + trastuzumab
F+C
p=0.0017Patients (%)Patients (%)
CRCR PRPR ORRORR
Nucleotide excision repairNucleotide excision repair
30
40
50
60
70
80
90
% cell viability
cis (4 uM) oxali (2 uM) carbo (20 uM)
control
siRNA
Pre-clinical studies showing Pre-clinical studies showing ERCC1 to be a determinant of ERCC1 to be a determinant of
platinum efficacyplatinum efficacy
•Youn et al Oncogenic H-Ras Up-Regulates Expression of ERCC1 to Protect Cells from Platinum-Based Anticancer Agents Cancer Res 2004:64, 4849-4857.
ERCC1 mRNA Levels vs Response in Gastric ERCC1 mRNA Levels vs Response in Gastric Cancer Patients Receiving FPCancer Patients Receiving FP
Metzger R, et al. J Clin Oncol. 1998;16(1):309-316.
ERCC1: p=.004 by Kruskal-Wallis test.
ER
CC
1 E
xpre
ssio
n
20
16
12
8
4
0
Response No Response
Clinical Study
ERCC1 Threshold for Platin Sensitivity:
Response Genetics Scale
Percent Patients with Low ERCC1 Benefit Ref
NSCLC: GILT (Platin Doublets) ERCC1<1.7 53 RR=53% Cobo et al JCO 2007
NSCLC: MADeIT (Platin Doublets) ERCC1<1.44 50
RR=44%, Increased Survival Sim et al JCO 2007
CRC: FOLFOX ERCC1<1.7 80
Increased Survival
and Response Shirota et al JCO 2001
CRC: FOLFOX Validation ERCC1<1.7 80Increased Survival Lenz et al ASCO 2008
Gastric: 5-FU/Cis ERCC1<1.46 50Increased Survival Metzger et al JCO 1998
Gastric: FOLFOX ERCC1<1.79 64Increased Survival J Wei et al ASCO 2007
Gastric: FOLFOX ERCC1<2.2 80Increased Survival
J Wei et al British J of Cancer 2008
Gastric: Platin (S-1/Oxaliplatin) ERCC1<1.85 67
Increased RR and Survival
Matsubara et al British J of Cancer 2008
ERCC1 Thresholds and Increased Benefit from Platin Therapy (Low ERCC1)
ERCC-1 gene expression associated with ERCC-1 gene expression associated with overall survival in 76 patients with gastric overall survival in 76 patients with gastric
cancer treated with 5-FU/oxaliplatincancer treated with 5-FU/oxaliplatin
Wei Jia et al Br j Cancer 2008
n=99 Endpoints feasibility and increase of PFS
SWOG Prospective Trial Proposed ERCC1 of FOLFOX versus CPT11/Taxotere
PI: Iqbal
Genotypic ArmERCC1 Selection
High ERCC1 CPT11/Taxotere
ASSIGNMENT
RANDOM
Her2+ receive trastuzumab in both arms
Future Directions: Tailoring of Future Directions: Tailoring of TherapyTherapy
Molecular Signatures for Targeted Molecular Signatures for Targeted and Cytotoxic Therapiesand Cytotoxic Therapies– Her2Her2– ERCC-1ERCC-1
Identification of critical pathways in Identification of critical pathways in Gastric Cancer (IGFR, cmet, HSP90) Gastric Cancer (IGFR, cmet, HSP90) to introduce novel therapiesto introduce novel therapiesIdentification of Predictive and Identification of Predictive and Prognostic Markers Prognostic Markers – Tumor, Host, EnvironmentTumor, Host, Environment
Sharon Carpenter Laboratory