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Personalize Medicine in PDAC 
Manuel Hidalgo, M.D., Ph.D.
Biomarkers in PDAC 
• CA199 is the only used biomarker: 
– Stage of disease. 
• High levels heralds advanced disease 
• Inclusion criterium in adjuvant and neoadjuvant studies (100 U/ml) 
– Poor prognosis. 
– Decrement associated with better survival. 
Reni et al. Cancer 2009;115:2630–9
Multifaceted Biology of PDA 
M Hidalgo & D Von Hoff. CCR 2012;18:4249-56
hENT1 Expression in PDAC 
Poplin et al. JCO 2013;31:4453-61
LEAP Trial in PDAC 
hENT1 low All patients 
Poplin et al. JCO 2013;31:4453-61
hENT1 Expression in ESPAC-3 
Greenhalf et al, JNCI 2013;106:djt347
Overall Survival 
Von Hoff et al. NEJM 2013; 369:1691-703
Nab paclitaxel Transport 
1. Albumin is a natural carrier of hydrophobic 
molecules (like paclitaxel) 
2. There is active transport of albumin-carrying the 
drug across the vascular endothelium into tumors 
(microenvironment) via a receptor mediated pathway 
involving the following proteins 
• Gp60 (albumin receptor) 
• Caveolin 1 (protein forms invagination 
and carries albumin through endothelial 
cells –transcytosis) 
• SPARC – binds albumin to create sink in 
stroma and on tumor cells (both high in 
SPARC)
Paclitaxel albumin + gemcitabine in patients 
with metastatic pancreatic cancer: SPARC 
• SPARC status was evaluated in 
36 patients 
• A significantly longer OS was 
reported in the high SPARC vs 
low SPARC group 
– Median OS: 17.8 vs 8.1 
mo, p=0.0431 
• SPARC level remained a 
significant predictor for OS 
after adjusting for clinical 
covariates (eg age, sex, race, 
baseline CA 19-9) (p=0.041) 
• Stromal SPARC correlated with 
OS (p=0.013) but SPARC in 
tumour cells did not (p=0.15) 
0 3 6 9 12 15 18 21 24 27 30 
Von Hoff et all. JCO 2011 Oct 3. Epub ahead of print. 
100 
75 
50 
25 
0 
Time (months) 
Probability of survival (%) 
Average z score ≥0, 
high SPARC (n=19) 
Average z score <0, 
low SPARC (n=17) 
p=0.0431 
17.8 months 
8.1 months
SPARC Expression in Tumor Stroma is 
Associated with Worse Outcome 
Overall: log-rank p<0.01 
Intratumour SPARC only: log-rank p=0.13 
Stromal SPARC only: log-rank p<0.001 
Tumour-/-Stroma 
Tumour+/-Stroma 
Tumour-/+Stroma 
Tumour+/+Stroma 
0 12 24 36 48 
Time following surgery (months) 
Infante et al. J Clin Oncol 2007;25:319-25. 
1.00 
0.75 
0.50 
0.25 
0 
Proportion surviving 
No. at risk 
Tumour -/- Stroma 49 37 21 10 7 
Tumour -/+ Stroma 50 35 15 9 7 
Tumour +/- Stroma156 74 17 7 3 
Tumour +/+ Stroma44 24 9 5 4 
Infante et al, JCO 2007;25:319-325
30% of MPACT Patients Were Evaluable for the 
Stromal SPARC Biomarker Analysis 
861 
All patients (ITT population) 100% 
376 
256 
131 
nab-P + 
Gem 
125 
Gem 
12.8% pancreas 
50.4% liver mets 
20.0% other mets 
16.8% NOS 
Stromal SPARC evaluable 
44% 
30% 
9.9% pancreas 
55.0% liver mets 
17.6% other mets 
Sample tissue of origin 
17.6% not otherwise specified (NOS) 
Hidalgo M, et al. Oral presentation at: World GI 2014 [abstract O-0004]
Stromal SPARC Not Prognostic of Overall Survival in 
MPACT with Clinical Trial Assay 
Stromal SPARC IHC SCORE 
SPARC Level HIGH LOW 
n (%) 71 (28%) 185 (72%) 
HR high vs low (95% CI) 1.019 (0.750, 1.386) 
P-value (log-rank) 0.9026 
Proportion of Survival 
1.0 
0.9 
0.8 
0.7 
0.6 
0.5 
0.4 
0.3 
0.2 
0.1 
0.0 
0 6 12 18 24 30 36 
Time, months 
Hidalgo M, et al. Oral presentation at: World GI 2014 [abstract O-0004]
Stromal SPARC - Multivariate Analysis in SPARC 
Evaluable Population 
Covariatea HR 95% CI P Value 
Treatment Group (nab-P + Gem vs Gem) 0.65 0.47 - 0.89 0.007 
KPS (70-80 vs 90-100) 1.50 1.09 - 2.06 0.012 
Presence of Liver Metastases (Yes vs No) 2.12 1.31 - 3.41 0.002 
• In a multivariate analysis, stromal SPARC was not a 
significant, independent predictor of overall survival1 
• Treatment, Karnofsky performance status, and presence of 
liver metastases were significant predictors of OS, 
consistent with the ITT analysis2 
A stepwise procedure was carried out using the following factors: treatment group, age, sex, KPS, Geographic region, 
pancreatic cancer primary location, presence of biliary stent, previous whipple procedure, presence of liver metastasis, 
presence of pulmonary metastasis, peritoneal carcinomatosis, stage at diagnosis, number of metastatic sites, baseline 
level of CA 19-9, and stromal SPARC. 
1. Hidalgo M, et al. Oral presentation at: World GI 2014 [abstract O-0004]; 
2. Von Hoff DD, et al. N Engl J Med. 2013;369:1691-1703.
Cytokeratin 19 
Sparc (+/+) 
Sparc (-/-) 
100 
80 
60 
40 
20 
0 
Positive pixels (%) 
Collagen I 
Sparc (+/+) 
Sparc (-/-) 
100 
80 
60 
40 
20 
0 
Positive pixels (%) 
Masson 
Sparc (+/+) 
Sparc (-/-) 
50 
40 
30 
20 
10 
0 
Positive pixels (%) 
a-SMA 
Sparc (+/+) 
Sparc (-/-) 
10 
8 
6 
4 
2 
0 
Positive pixels (%) 
Vimentin 
Sparc (+/+) 
Sparc (-/-) 
100 
80 
60 
40 
20 
0 
Positive pixels (%) 
Sparc (+/+) Sparc (-/-) 
Sparc 
Ck-19 
Collagen I 
Masson 
a-Sma 
Vimentin 
No difference in IHC markers 
between SPARC null and 
SPARC wt K-Ras_G12V p53 
KO driven tumors
No difference in Overall Survival (OS) between SPARC 
null and SPARC wt K-Ras_G12V p53 KO mice 
Unpaired t-Test; two-tailed: 
Sparc+/+ vs. Sparc-/+ p=0.5960 
Sparc+/+ vs. Sparc-/-p=0.6407 
Group 1: Control (vehicle) 
Group 2: Abi as single agent (50mg PTX/kg, once a week 
x 4, i.v.) 
Group 3: Gem (100mg/kg, twice a week x 4, i.p.) 
Group 4: Abi + Gem at the above mentioned doses
Genomic Diversity of Pancreas Cancer 
Jones et al, Science 2008;321:1801
EGFR Expression is Needed for 
KRAS Driven PDA Tumorigenesis 
Navas et al. Can Cell 2012;22:318–330
Loss of EGFR Delays but does not 
Prevent PDA Tumorigenesis in p53 -/- 
Navas et al. Can Cell 2012;22:318–330
Striking Pan-HER Response in Pancreatic PDX 
Models 
 Patient-derived xenograft models with mutated KRAS and known 
resistance to HER family targeted therapeutics selected 
Pan-HER dosed at 50 mg/kg, 3xqw, 10 doses in total 
 Target expression and/or modulation not indicative of responsiveness
PALB2 Mutations 
Tischkowitz and Xia, CR 2010; 70:7353-7359
Targeting PALB2 Mutations 
Villarroel et al, MCT 2011;10:3-8
TSC2 Mutation 
Houghton, CCR 2010
Ranking Rx Candidates 
1400 
1200 
1000 
800 
600 
400 
200 
0 
JH033 
1 4 8 11 15 18 22 25 28 
Day 
Tumor volume (mm3) 
Control 
Rapamycin 
MMC 
Rapamycin + MMC
Salient Features of Avatar Models
A Molecularly Annotated Platform of 
Patient-Derived Xenografts 
(“Xenopatients”) Identifies HER2 as an 
Effective Therapeutic Target in Cetuximab- 
Resistant Colorectal Cancer, 2011 
Tumor grafts derived from women with 
breast cancer authentically reflect tumor 
pathology, growth, metastasis and disease 
outcomes, 2011 
A Validated Tumorgraft Model Reveals 
Activity of Dovitinib Against Renal Cell 
Carcinoma, 2012
Application of Avatar Models to 
Personalize Medicine
JJ00550077 DDeessiiggnn 
Surgery 
Xenograft 
PD 
Rx Effective in 
Avatar Mode 
Garrido-Laguna, CCR 2011
J0507 Flow Chart 
Garrido-Laguna, CCR 2011
DPC4 Status Affects Engrafment 
Garrido-Laguna, CCR 2011
Engraftment is Associated with 
Poor Prognosis 
Garrido-Laguna, CCR 2011
Xenograft Response to Gemcitabine 
Garrido-Laguna, CCR 2011
Prospective Cases Series 
• To guide patient treatment by selecting 
the most effective regimen from a panel 
of agents tested against the patient own 
tumorgraft. 
• To study mechanisms underlying drug 
sensitivity in these tumors.
Overall Results 
Tumor Type Number of 
Drugs 
Tested 
Predicted Clinical 
Sensitivity 
(Yes/No) 
Predicted 
Clinical 
Resistance 
(Yes/No) 
Treatment Course & 
Duration of Response 
PDA 17 Yes, three times Yes, once 2nd line, CR, 46 + mo 
PDA 5 No active agent Yes, once 1st line, PD 
PDA 4 Yes, once Not tested 1st line, SD, 6 mo 
PDA 1 Yes, once Not tested 1st line, SD, 6 mo 
LMS 28 Yes, twice Yes, twice 4th line, PR, 9 mo 
MCS 21 Yes, once Yes, once 3rd line, PR, 9 mo 
NSCLC 25 Yes, once Yes, twice 3rd line, PR, 9 mo 
Esophageal 24 Yes, three times Not tested 3rd, 4th, & 5th, PR 48 + mo 
Myoepithelioma 13 No active agent Yes, twice 1st and 2nd line, PD 
CRC 16 Yes, once Not tested 3rd line, PR, 12 + mo 
Breast Cancer 12 Yes, once Not tested Not treated 
11 166 14/14 9/9 N/A 
Hidalgo et al, MCT 2011
Case Studies 
Paz et al, CBI, Unpublished
Overall Results 
Paz et al, CBI, Unpublished
Break Down Results 
Paz et al, CBI, Unpublished
Metrics 
PPV % NPV % 
Overall 89 96 
First Line 95 100 
Recurrent 87 93 
Paz et al, CBI, Unpublished
Exome 
sequencing 
Normal DNA 
(Blood) 
Tumor 
Aim 1 
Genomic profiling 
Detecting Biomarkers 
Transcriptional 
Profiling 
Copy number and 
Sequencing (somatic 
Mutations) 
SENSITIVE RESISTANT 
Potential drugs 
based on Genomic 
profiling 
Drug Response in 
Avatar mouse 
Aim 2 
Identify drug sensitivity based 
on tumor genomics alterations 
Patient 1 
Personalized drug therapy 
Tumor 
Aim 3 
Genomic profiling 
Predictive &Prognostic 
methodology 
Personalize 
d drug 
therapy 
Custom 
Database with 
Response 
Biomarkers 
Avatar
N# TUMOR TYPE N# MUTS RELEVANT SOMATIC MUTS N# CNV RELEVANT CNV PUTATIVE 
TARGETS. 
1 Neuroendocrine 
tumor 5 CREB3L3, ITPR2, MYO5B 0 0 CREB3L3 
2 Glioblastoma 63 EPHA3, NF1, PTPN11 ,FAS , CDKN2A 0 0 NF1 
3 
High grade 
pancreatic 
neuroendocrine 
62 ARID1A, ARID1B, JAKMIP2, JARID2 
PIK3C2A, PIK3CA, SSTR2, DDR2, TP53 6 GNG11 PI3KCA, DDR2 
4 PDAC 38 
KRAS, UBA1, FAM83H, 
SMAD4, SLC15A2, PIWIL3, SLC3A2, SLC22A17, 
TP53. 
10 0 - 
5 Melanoma Uveal 5 GNA11, TAOK3 0 0 GNA11 
6 Colon cancer 71 APC, DICER 1, TP53, CHEK1, SOS1 63 0 CHEK1 
7 PDAC 952 BRCA1, EZH2, FGFR2, FN1, IGF1R, KDR, KRAS, 
MET, MPL, PRKCB, PIK3C2G, PTK2B. 0 0 
FGFR2, IGF1R, 
PIK3C2G, MET, 
BRCA1 
8 Melanoma 29 BAI3, DNAH5, MDN1, NRAS 2 SKT19 NRAS 
9 PDAC 18 SMAD4, KRAS, ERBB2IP 0 0 ERBB2IP 
10 PDAC 21 KRAS, XPC, P53 0 0 XPC 
11 PDAC 29 KRAS. P53,SMAD4 3 0 - 
12 Renal Carcinoma 25 BAP1 965 
ZAP70, FGFR3, NOTCH1, 
TERT, STK11, GNA11, 
ZNF668, SOCS1, IRS2 
BAP1, FGFR3, 
NOTCH1, STK11, 
GNA11. 
13 Glioblastoma 64 MLLT10, PBRM1 27 EGFR, CDKN2A, ERRFI1 EGFR 
14 Cervix Cancer 73 ALK, NOTCH, FANCB, MAOA 186 ERBB2, JAK3, AKT ALK, AKT, ERRB2 
15 PDAC 573 BRCA2,GAK 0 0 BRCA2 
16 PDAC 48 KRAS, NOTCH1, NF2, MMP21 35 0 NF2, NOTCH1 
Garralda et al, CCR 2014
Primary tumor Gene/Pathway 
Targeted Matched treatment 
Best 
Response 
(RECIST) 
Time on 
treatment 
(months) 
Present 
status 
Neuroendocrine 
tumor 
CREB3L3 
mutation Sandostatin + Metformine EE. 
CR by PET 18 On 
treatment 
Glioblastoma NF1 mutation Everolimus + Erlotinib + 
Bevacizumab PD 3 Exitus 
High grade pancreatic 
neuroendocrine 
tumor 
PI3KCA, DDR2 
mutations Dasatinib PD 3 Exitus 
Uveal melanoma GNA11 mutation 
1st: Protein Kinase C 
inhibitor. 
2nd: Carboplatin + 
Paclitaxel + Pi3k inhibitor 
EE 4 Exitus 
PDAC XPC mutation Mytomicin C EE (clinical 
benefit) 3 On 
treatment 
Renal BAP1 mutation Mytomicin C + Irinotecan EE 4 On 
treatment 
Glioblastoma EGFR 
amplification Erlotinib EE 3 On 
treatment 
PDAC BRCA2 Mytomicin C EE 5 On 
treatment
Panc 031 Accionable Targets 
Saal L H et al. Cancer Res 2005;65:2554-2559 
Hammerman et al. Cancer Discovery 2011;1:78-89 
Point mutation in PIK3CA 
gene: 909F>C. 
Point mutation in DDR2 
protein(discoidin domain 
receptor tyrosine kinase 2). 
Amplification GNG11 
Garralda et al, CCR 2014
In Vivo Testing 
Garralda et al, CCR 2014
In Vivo Testing 
Garralda et al, CCR 2014
The Avatar Clinical Trial
Trial Progress 
Patient Code Arm Sex Age Xenograft 
Code 
Avatar-01 Conventional M 76 
Avatar-02 Experimental M 76 Panc-079 
Avatar-03 Experimental F 43 Panc-078 
Avatar-04 Conventional F 44 
Avatar-05 Conventional F 71 
Avatar-06 Experimental M 49 Panc-080 
Avatar-07 Experimental F 49 Panc-081 
Avatar-08 Experimental M 55 Panc-082 
Avatar-09 Experimental F 63 Panc-083 
Avatar-10 Experimental F 59 Panc-084
Sequencing 
Ion Torrent Proton 
Ion AmpliSeq™ Comprehensive Cancer Panel - 409 Genes 
Features: 
• Broad survey of 409 key genes in a simple PCR reaction, no 
additional capital equipment required 
• Unmatched plexy of 16,000 primer pairs in only four pools with 
Ion AmpliSeq™ technology 
• Low DNA input of only 40 ng DNA and short amplicons enable 
FFPE samples and needle biopsies 
Comprehensive Cancer Panel was designed to target all 
exons of key tumor suppressor genes and oncogenes most 
frequently cited and most frequently mutated. 
Strategically designed to interrogate CDS and splice 
variants across multiple gene families simultaneously, 
pathway-based gene selection profiles mutational 
spectrum in cancer driver genes and drug targets, along 
with signaling cascades, apoptosis, DNA repair, 
transcription regulators, inflammatory response, and 
growth factor genes in a single assay.
Bioinformatics Analysis 
Changes Changes 
409 genes Targeted 
sequencing of exons 
Remove non-coding mutations 
ccooddiningg S SNNVVss/i/ninddivivididuuaal l 
Remove synonymous variants 
n noonn-s-syynnoonnyymmoouuss c cooddiningg S SNNVVss 
Reference 
Human DB 
nnoovveel ln noonn-s-syynnoonnyymmoouuss c cooddiningg S SNNVVss 
22/1/100 c clinlinicicaal lt atargrgeet tg geenneess 
Reference 
Human DB 
Patient’s 
Normal DNA 
TTuummoor r 
FFinindd t utummoor-rs-sppeeccifiifcic ( s(soommaatitcic) )m muutatatitoionnss 
Goals 
1.- To identify relevant somatic 
mutations (SNVs and CNVs) 
2.- To select actionable 
mutations 
3.- To propose approved and/or 
clinical trials drugs using our 
Pan-Drugs DB 
Remove known SNPs 
Select deleterious non-synonymous / nonsense / 
frameshifts mutations
Example Patient 02 
Distribution of drug categories for the 
selected relevant mutations 
Unique drugs 
Approved 
Clinical 
Experimental 
FDA-cancer 
Relevant missense mutations 
predicted as deleterious 
SNVs 
KRAS p.Gly12Asp 
TP53 p.Phe109Val 
IRS2 p.Gly1143Ala 
CDK12 p.Leu584Trp 
CCDN1 p.Glu252Gln 
Copy Number 
CDKN2A del 
PALB2 del
Conclusions 
• So far, no biomarker, other than CA19.9, has 
gained clinical acceptance. 
• Discordant results in IHC-based biomarkers 
• Genomic analysis may point out biomarkers with 
predictive role. 
• Global genomic analysis should be tested in 
efficacy oriented clinical studies,
GI Group at CNIO 
D. Spas N. Baños 
P. Lopez-Casas M. Muñoz 
L. Fernandez E. Garralda 
V. Moreno L. Moreno 
R. Martinez C. Menendez 
SU2C Team at JHU 
C. Iacobuzio-Donahue 
R. Hruban 
A. Maitra 
R. Kumar 
E. Oliveira 
V. Velculescu 
C. Dang 
PCRT 
A.Stoll 
C. Moriarty 
PCRT Investigators 
TGen 
D. Von Hoff 
R. Ramanathan 
GI Group at CIOCC 
E. Vicente 
Y. Quijano 
A. Cubillo 
J. Rodriguez 
R. Alvarez 
O. Hernando 
E. Vega 
Pancreas Team at CNIO 
M. Barbacid 
C Guerra 
P. Real 
C. Heeschen 
N. Malats 
LDT Lab at CIOCC 
F. Lopez-Rios 
Imaging Unit at CNIO 
P. Mulero 
CBI 
D. Sidransky

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Dr. Manuel Hidalgo - Simposio Internacional ' Terapias oncológicas avanzadas'

  • 1. Personalize Medicine in PDAC Manuel Hidalgo, M.D., Ph.D.
  • 2. Biomarkers in PDAC • CA199 is the only used biomarker: – Stage of disease. • High levels heralds advanced disease • Inclusion criterium in adjuvant and neoadjuvant studies (100 U/ml) – Poor prognosis. – Decrement associated with better survival. Reni et al. Cancer 2009;115:2630–9
  • 3. Multifaceted Biology of PDA M Hidalgo & D Von Hoff. CCR 2012;18:4249-56
  • 4. hENT1 Expression in PDAC Poplin et al. JCO 2013;31:4453-61
  • 5. LEAP Trial in PDAC hENT1 low All patients Poplin et al. JCO 2013;31:4453-61
  • 6. hENT1 Expression in ESPAC-3 Greenhalf et al, JNCI 2013;106:djt347
  • 7. Overall Survival Von Hoff et al. NEJM 2013; 369:1691-703
  • 8. Nab paclitaxel Transport 1. Albumin is a natural carrier of hydrophobic molecules (like paclitaxel) 2. There is active transport of albumin-carrying the drug across the vascular endothelium into tumors (microenvironment) via a receptor mediated pathway involving the following proteins • Gp60 (albumin receptor) • Caveolin 1 (protein forms invagination and carries albumin through endothelial cells –transcytosis) • SPARC – binds albumin to create sink in stroma and on tumor cells (both high in SPARC)
  • 9. Paclitaxel albumin + gemcitabine in patients with metastatic pancreatic cancer: SPARC • SPARC status was evaluated in 36 patients • A significantly longer OS was reported in the high SPARC vs low SPARC group – Median OS: 17.8 vs 8.1 mo, p=0.0431 • SPARC level remained a significant predictor for OS after adjusting for clinical covariates (eg age, sex, race, baseline CA 19-9) (p=0.041) • Stromal SPARC correlated with OS (p=0.013) but SPARC in tumour cells did not (p=0.15) 0 3 6 9 12 15 18 21 24 27 30 Von Hoff et all. JCO 2011 Oct 3. Epub ahead of print. 100 75 50 25 0 Time (months) Probability of survival (%) Average z score ≥0, high SPARC (n=19) Average z score <0, low SPARC (n=17) p=0.0431 17.8 months 8.1 months
  • 10. SPARC Expression in Tumor Stroma is Associated with Worse Outcome Overall: log-rank p<0.01 Intratumour SPARC only: log-rank p=0.13 Stromal SPARC only: log-rank p<0.001 Tumour-/-Stroma Tumour+/-Stroma Tumour-/+Stroma Tumour+/+Stroma 0 12 24 36 48 Time following surgery (months) Infante et al. J Clin Oncol 2007;25:319-25. 1.00 0.75 0.50 0.25 0 Proportion surviving No. at risk Tumour -/- Stroma 49 37 21 10 7 Tumour -/+ Stroma 50 35 15 9 7 Tumour +/- Stroma156 74 17 7 3 Tumour +/+ Stroma44 24 9 5 4 Infante et al, JCO 2007;25:319-325
  • 11. 30% of MPACT Patients Were Evaluable for the Stromal SPARC Biomarker Analysis 861 All patients (ITT population) 100% 376 256 131 nab-P + Gem 125 Gem 12.8% pancreas 50.4% liver mets 20.0% other mets 16.8% NOS Stromal SPARC evaluable 44% 30% 9.9% pancreas 55.0% liver mets 17.6% other mets Sample tissue of origin 17.6% not otherwise specified (NOS) Hidalgo M, et al. Oral presentation at: World GI 2014 [abstract O-0004]
  • 12. Stromal SPARC Not Prognostic of Overall Survival in MPACT with Clinical Trial Assay Stromal SPARC IHC SCORE SPARC Level HIGH LOW n (%) 71 (28%) 185 (72%) HR high vs low (95% CI) 1.019 (0.750, 1.386) P-value (log-rank) 0.9026 Proportion of Survival 1.0 0.9 0.8 0.7 0.6 0.5 0.4 0.3 0.2 0.1 0.0 0 6 12 18 24 30 36 Time, months Hidalgo M, et al. Oral presentation at: World GI 2014 [abstract O-0004]
  • 13. Stromal SPARC - Multivariate Analysis in SPARC Evaluable Population Covariatea HR 95% CI P Value Treatment Group (nab-P + Gem vs Gem) 0.65 0.47 - 0.89 0.007 KPS (70-80 vs 90-100) 1.50 1.09 - 2.06 0.012 Presence of Liver Metastases (Yes vs No) 2.12 1.31 - 3.41 0.002 • In a multivariate analysis, stromal SPARC was not a significant, independent predictor of overall survival1 • Treatment, Karnofsky performance status, and presence of liver metastases were significant predictors of OS, consistent with the ITT analysis2 A stepwise procedure was carried out using the following factors: treatment group, age, sex, KPS, Geographic region, pancreatic cancer primary location, presence of biliary stent, previous whipple procedure, presence of liver metastasis, presence of pulmonary metastasis, peritoneal carcinomatosis, stage at diagnosis, number of metastatic sites, baseline level of CA 19-9, and stromal SPARC. 1. Hidalgo M, et al. Oral presentation at: World GI 2014 [abstract O-0004]; 2. Von Hoff DD, et al. N Engl J Med. 2013;369:1691-1703.
  • 14. Cytokeratin 19 Sparc (+/+) Sparc (-/-) 100 80 60 40 20 0 Positive pixels (%) Collagen I Sparc (+/+) Sparc (-/-) 100 80 60 40 20 0 Positive pixels (%) Masson Sparc (+/+) Sparc (-/-) 50 40 30 20 10 0 Positive pixels (%) a-SMA Sparc (+/+) Sparc (-/-) 10 8 6 4 2 0 Positive pixels (%) Vimentin Sparc (+/+) Sparc (-/-) 100 80 60 40 20 0 Positive pixels (%) Sparc (+/+) Sparc (-/-) Sparc Ck-19 Collagen I Masson a-Sma Vimentin No difference in IHC markers between SPARC null and SPARC wt K-Ras_G12V p53 KO driven tumors
  • 15. No difference in Overall Survival (OS) between SPARC null and SPARC wt K-Ras_G12V p53 KO mice Unpaired t-Test; two-tailed: Sparc+/+ vs. Sparc-/+ p=0.5960 Sparc+/+ vs. Sparc-/-p=0.6407 Group 1: Control (vehicle) Group 2: Abi as single agent (50mg PTX/kg, once a week x 4, i.v.) Group 3: Gem (100mg/kg, twice a week x 4, i.p.) Group 4: Abi + Gem at the above mentioned doses
  • 16. Genomic Diversity of Pancreas Cancer Jones et al, Science 2008;321:1801
  • 17. EGFR Expression is Needed for KRAS Driven PDA Tumorigenesis Navas et al. Can Cell 2012;22:318–330
  • 18. Loss of EGFR Delays but does not Prevent PDA Tumorigenesis in p53 -/- Navas et al. Can Cell 2012;22:318–330
  • 19. Striking Pan-HER Response in Pancreatic PDX Models  Patient-derived xenograft models with mutated KRAS and known resistance to HER family targeted therapeutics selected Pan-HER dosed at 50 mg/kg, 3xqw, 10 doses in total  Target expression and/or modulation not indicative of responsiveness
  • 20. PALB2 Mutations Tischkowitz and Xia, CR 2010; 70:7353-7359
  • 21. Targeting PALB2 Mutations Villarroel et al, MCT 2011;10:3-8
  • 23. Ranking Rx Candidates 1400 1200 1000 800 600 400 200 0 JH033 1 4 8 11 15 18 22 25 28 Day Tumor volume (mm3) Control Rapamycin MMC Rapamycin + MMC
  • 24. Salient Features of Avatar Models
  • 25. A Molecularly Annotated Platform of Patient-Derived Xenografts (“Xenopatients”) Identifies HER2 as an Effective Therapeutic Target in Cetuximab- Resistant Colorectal Cancer, 2011 Tumor grafts derived from women with breast cancer authentically reflect tumor pathology, growth, metastasis and disease outcomes, 2011 A Validated Tumorgraft Model Reveals Activity of Dovitinib Against Renal Cell Carcinoma, 2012
  • 26. Application of Avatar Models to Personalize Medicine
  • 27. JJ00550077 DDeessiiggnn Surgery Xenograft PD Rx Effective in Avatar Mode Garrido-Laguna, CCR 2011
  • 28. J0507 Flow Chart Garrido-Laguna, CCR 2011
  • 29. DPC4 Status Affects Engrafment Garrido-Laguna, CCR 2011
  • 30. Engraftment is Associated with Poor Prognosis Garrido-Laguna, CCR 2011
  • 31. Xenograft Response to Gemcitabine Garrido-Laguna, CCR 2011
  • 32. Prospective Cases Series • To guide patient treatment by selecting the most effective regimen from a panel of agents tested against the patient own tumorgraft. • To study mechanisms underlying drug sensitivity in these tumors.
  • 33. Overall Results Tumor Type Number of Drugs Tested Predicted Clinical Sensitivity (Yes/No) Predicted Clinical Resistance (Yes/No) Treatment Course & Duration of Response PDA 17 Yes, three times Yes, once 2nd line, CR, 46 + mo PDA 5 No active agent Yes, once 1st line, PD PDA 4 Yes, once Not tested 1st line, SD, 6 mo PDA 1 Yes, once Not tested 1st line, SD, 6 mo LMS 28 Yes, twice Yes, twice 4th line, PR, 9 mo MCS 21 Yes, once Yes, once 3rd line, PR, 9 mo NSCLC 25 Yes, once Yes, twice 3rd line, PR, 9 mo Esophageal 24 Yes, three times Not tested 3rd, 4th, & 5th, PR 48 + mo Myoepithelioma 13 No active agent Yes, twice 1st and 2nd line, PD CRC 16 Yes, once Not tested 3rd line, PR, 12 + mo Breast Cancer 12 Yes, once Not tested Not treated 11 166 14/14 9/9 N/A Hidalgo et al, MCT 2011
  • 34. Case Studies Paz et al, CBI, Unpublished
  • 35. Overall Results Paz et al, CBI, Unpublished
  • 36. Break Down Results Paz et al, CBI, Unpublished
  • 37. Metrics PPV % NPV % Overall 89 96 First Line 95 100 Recurrent 87 93 Paz et al, CBI, Unpublished
  • 38. Exome sequencing Normal DNA (Blood) Tumor Aim 1 Genomic profiling Detecting Biomarkers Transcriptional Profiling Copy number and Sequencing (somatic Mutations) SENSITIVE RESISTANT Potential drugs based on Genomic profiling Drug Response in Avatar mouse Aim 2 Identify drug sensitivity based on tumor genomics alterations Patient 1 Personalized drug therapy Tumor Aim 3 Genomic profiling Predictive &Prognostic methodology Personalize d drug therapy Custom Database with Response Biomarkers Avatar
  • 39. N# TUMOR TYPE N# MUTS RELEVANT SOMATIC MUTS N# CNV RELEVANT CNV PUTATIVE TARGETS. 1 Neuroendocrine tumor 5 CREB3L3, ITPR2, MYO5B 0 0 CREB3L3 2 Glioblastoma 63 EPHA3, NF1, PTPN11 ,FAS , CDKN2A 0 0 NF1 3 High grade pancreatic neuroendocrine 62 ARID1A, ARID1B, JAKMIP2, JARID2 PIK3C2A, PIK3CA, SSTR2, DDR2, TP53 6 GNG11 PI3KCA, DDR2 4 PDAC 38 KRAS, UBA1, FAM83H, SMAD4, SLC15A2, PIWIL3, SLC3A2, SLC22A17, TP53. 10 0 - 5 Melanoma Uveal 5 GNA11, TAOK3 0 0 GNA11 6 Colon cancer 71 APC, DICER 1, TP53, CHEK1, SOS1 63 0 CHEK1 7 PDAC 952 BRCA1, EZH2, FGFR2, FN1, IGF1R, KDR, KRAS, MET, MPL, PRKCB, PIK3C2G, PTK2B. 0 0 FGFR2, IGF1R, PIK3C2G, MET, BRCA1 8 Melanoma 29 BAI3, DNAH5, MDN1, NRAS 2 SKT19 NRAS 9 PDAC 18 SMAD4, KRAS, ERBB2IP 0 0 ERBB2IP 10 PDAC 21 KRAS, XPC, P53 0 0 XPC 11 PDAC 29 KRAS. P53,SMAD4 3 0 - 12 Renal Carcinoma 25 BAP1 965 ZAP70, FGFR3, NOTCH1, TERT, STK11, GNA11, ZNF668, SOCS1, IRS2 BAP1, FGFR3, NOTCH1, STK11, GNA11. 13 Glioblastoma 64 MLLT10, PBRM1 27 EGFR, CDKN2A, ERRFI1 EGFR 14 Cervix Cancer 73 ALK, NOTCH, FANCB, MAOA 186 ERBB2, JAK3, AKT ALK, AKT, ERRB2 15 PDAC 573 BRCA2,GAK 0 0 BRCA2 16 PDAC 48 KRAS, NOTCH1, NF2, MMP21 35 0 NF2, NOTCH1 Garralda et al, CCR 2014
  • 40. Primary tumor Gene/Pathway Targeted Matched treatment Best Response (RECIST) Time on treatment (months) Present status Neuroendocrine tumor CREB3L3 mutation Sandostatin + Metformine EE. CR by PET 18 On treatment Glioblastoma NF1 mutation Everolimus + Erlotinib + Bevacizumab PD 3 Exitus High grade pancreatic neuroendocrine tumor PI3KCA, DDR2 mutations Dasatinib PD 3 Exitus Uveal melanoma GNA11 mutation 1st: Protein Kinase C inhibitor. 2nd: Carboplatin + Paclitaxel + Pi3k inhibitor EE 4 Exitus PDAC XPC mutation Mytomicin C EE (clinical benefit) 3 On treatment Renal BAP1 mutation Mytomicin C + Irinotecan EE 4 On treatment Glioblastoma EGFR amplification Erlotinib EE 3 On treatment PDAC BRCA2 Mytomicin C EE 5 On treatment
  • 41. Panc 031 Accionable Targets Saal L H et al. Cancer Res 2005;65:2554-2559 Hammerman et al. Cancer Discovery 2011;1:78-89 Point mutation in PIK3CA gene: 909F>C. Point mutation in DDR2 protein(discoidin domain receptor tyrosine kinase 2). Amplification GNG11 Garralda et al, CCR 2014
  • 42. In Vivo Testing Garralda et al, CCR 2014
  • 43. In Vivo Testing Garralda et al, CCR 2014
  • 45. Trial Progress Patient Code Arm Sex Age Xenograft Code Avatar-01 Conventional M 76 Avatar-02 Experimental M 76 Panc-079 Avatar-03 Experimental F 43 Panc-078 Avatar-04 Conventional F 44 Avatar-05 Conventional F 71 Avatar-06 Experimental M 49 Panc-080 Avatar-07 Experimental F 49 Panc-081 Avatar-08 Experimental M 55 Panc-082 Avatar-09 Experimental F 63 Panc-083 Avatar-10 Experimental F 59 Panc-084
  • 46. Sequencing Ion Torrent Proton Ion AmpliSeq™ Comprehensive Cancer Panel - 409 Genes Features: • Broad survey of 409 key genes in a simple PCR reaction, no additional capital equipment required • Unmatched plexy of 16,000 primer pairs in only four pools with Ion AmpliSeq™ technology • Low DNA input of only 40 ng DNA and short amplicons enable FFPE samples and needle biopsies Comprehensive Cancer Panel was designed to target all exons of key tumor suppressor genes and oncogenes most frequently cited and most frequently mutated. Strategically designed to interrogate CDS and splice variants across multiple gene families simultaneously, pathway-based gene selection profiles mutational spectrum in cancer driver genes and drug targets, along with signaling cascades, apoptosis, DNA repair, transcription regulators, inflammatory response, and growth factor genes in a single assay.
  • 47. Bioinformatics Analysis Changes Changes 409 genes Targeted sequencing of exons Remove non-coding mutations ccooddiningg S SNNVVss/i/ninddivivididuuaal l Remove synonymous variants n noonn-s-syynnoonnyymmoouuss c cooddiningg S SNNVVss Reference Human DB nnoovveel ln noonn-s-syynnoonnyymmoouuss c cooddiningg S SNNVVss 22/1/100 c clinlinicicaal lt atargrgeet tg geenneess Reference Human DB Patient’s Normal DNA TTuummoor r FFinindd t utummoor-rs-sppeeccifiifcic ( s(soommaatitcic) )m muutatatitoionnss Goals 1.- To identify relevant somatic mutations (SNVs and CNVs) 2.- To select actionable mutations 3.- To propose approved and/or clinical trials drugs using our Pan-Drugs DB Remove known SNPs Select deleterious non-synonymous / nonsense / frameshifts mutations
  • 48. Example Patient 02 Distribution of drug categories for the selected relevant mutations Unique drugs Approved Clinical Experimental FDA-cancer Relevant missense mutations predicted as deleterious SNVs KRAS p.Gly12Asp TP53 p.Phe109Val IRS2 p.Gly1143Ala CDK12 p.Leu584Trp CCDN1 p.Glu252Gln Copy Number CDKN2A del PALB2 del
  • 49. Conclusions • So far, no biomarker, other than CA19.9, has gained clinical acceptance. • Discordant results in IHC-based biomarkers • Genomic analysis may point out biomarkers with predictive role. • Global genomic analysis should be tested in efficacy oriented clinical studies,
  • 50. GI Group at CNIO D. Spas N. Baños P. Lopez-Casas M. Muñoz L. Fernandez E. Garralda V. Moreno L. Moreno R. Martinez C. Menendez SU2C Team at JHU C. Iacobuzio-Donahue R. Hruban A. Maitra R. Kumar E. Oliveira V. Velculescu C. Dang PCRT A.Stoll C. Moriarty PCRT Investigators TGen D. Von Hoff R. Ramanathan GI Group at CIOCC E. Vicente Y. Quijano A. Cubillo J. Rodriguez R. Alvarez O. Hernando E. Vega Pancreas Team at CNIO M. Barbacid C Guerra P. Real C. Heeschen N. Malats LDT Lab at CIOCC F. Lopez-Rios Imaging Unit at CNIO P. Mulero CBI D. Sidransky

Notas del editor

  1. Table 14.2.1.1.1 Overall Survival –Stratified Analysis by Randomization Strata, Intent-to-Treat Population
  2. NOS = Defined that there was not enough tissue on the slide to determine organ of origin
  3. TGI Gem 55%. TGI MMC 0%
  4. TGI Gem 55%. TGI MMC 0%