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The Genetics of Cancer: Is Personalization of Cancer
Treatment Possible?Keith T. Flaherty, M.D.
Massachusetts General Hospital Cancer Center
Disclosures
• Board of Directors: Clovis Oncology, Loxo Oncology• Scientific Advisory Board: Sanofi, Ziopharm, Oncoceutics, Raze, X4
Therapeutics• Consultant: GSK, Novartis, Roche, Merck, Amgen, Array, Cerulean,
Momenta
Somatic mutation burden by cancer type
Alexandrov et al. Nature 2013
Mutation patterns sort into distinct subgroups
Alexandrov et al. Nature 2013
BRAF, NRAS and NF1 define mutually exclusive subsets of melanoma
Cancer Genome Atlas Research Network et al. TCGA symposium 2012
200
50%
25%
10%
Melanoma: the model of MAP kinase dependence
Sullivan RJ & Flaherty KT. CCR 2014
Recurrent concomitant mutations in BRAF mutant melanoma
Cancer Genome Atlas Research Network et al. TCGA symposium 2012
AKT3
MDM2
BRAF
MITF
Tumor regression V600EBRAF mutant melanoma patients (vemurafenib)
RECIST 30% Decrease
Sosman J et al. NEJM 2012
-100-80-60-40-20
020406080
100
BRAF vs. BRAF/MEK combination in V600EBRAF mutant melanoma patients
Max
imu
m p
erce
nt
red
uct
ion
fro
m b
ase
lin
e m
eas
ure
men
t
Best confirmed response
Complete responsePartial responseProgressive disease
Stable disease
-100
-80
-60
-40
-20
0
20
40
60
80
100
Dabrafenib monotherapy
Dabrafenib 150 mg BID/Trametinib 2 mg QD
Long G et al. ESMO 2012
Tumor regression to erlotinib in EGFR mutant NSCLC
Rizvi N et al. CCR 2011
Tumor regression to crizotinib in ALK translocated NSCLC
Camidge R et al. Lancet Oncol 2012
BRAF inhibition in V600EBRAF melanoma & colon cancer
Kopetz, ASCO 2010
melanoma colorectal
Sosman J et al. NEJM 2012
Feedback mechanisms in the
MAP kinase pathway
Mendoza et al. Trends Biochem Sci. 2011
Vemurafenib (BRAFi) or dabrafenib/trametinib (BRAF/MEKi) in BRAF mutant colorectal cancer
Kopetz, ASCO 2010 Corcoran ASCO 2012
NCI MATCH• Identify
mutations/amplifications/translocations in patient tumor sample - eligibility determination
• Assign patient to relevant agent/regimen• Need to sequence large numbers of tumors
and need to have large numbers of targeted treatments
• Tumor biopsies & sequencing at progression to illuminate resistance mechanisms– De-identified samples submitted to central labs – Whole-exome sequencing (research purposes)
Study agent
Stable Disease,
Complete or partial
response (CR+PR)1
Actionable mutation detected
No additional actionable
mutations, or withdraw consent
Genetic sequencing
Progressive disease
(PD)1
Off study
PD
Continue on study agent
until progression
Check for additional actionable mutations2
YesNo
SCHEMA
1CR, PR, SD, and PD as defined by RECIST2Rebiopsy; if additional mutations, offer new targeted therapy
Eligibility
• Patients with solid tumors or lymphomas whose disease has progressed following at least one line of standard systemic therapy (or with tumors that do not have standard therapy)– Exclude histologies that had been approved by the
FDA or had shown lack of efficacy with an agent• Tumor accessible to biopsy and patient willing
to undergo biopsy• Adults• Performance status ECOG 0-1• Adequate organ function
Patient population considerations
• Target: at least 25% of total enrollment to be patients who have “rare” tumors
• “Common” defined as breast, NSCLC, colon, prostate
Statistical Design
Statistical Considerations (within each drug-by-mutation category)
Primary Endpoint: •Overall Response Rate 5% vs. 25% •One stage design 31 evaluable patients per arm
CLIA lab network
• Genetic platform: Ion Torrent PGM Ampliseq custom panel– About 200 genes– SNV, indel, CNV, targeted translocations
• Validation within and across sites: same SOP
• Selected IHC, FISH• Competitively chosen lab sites:
– MDAnderson (Hamilton)– MGH (Iafrate)– Yale (Sklar)
Tumor Biopsy• Prior to study entry a biopsy (4 cores) FFPE, shipped to
MDACC • Adjacent section H&E stained, examined by pathologist
for tumor content, % necrosis, inflammation, and scanned into high resolution image database
• RNA and DNA extracted from the same tissue section• Planned research assays:
– If sufficient DNA is available, whole-exome sequencing can be performed for research
– RNA will be used for research grade gene expression profiling by either whole-transcriptome or miRNA microarray analysis
• Biopsy on progression
MATCH Assay Workflow and Turnover Time
22
Tissue FixationPath Review
Nucleic Acid Extraction
Library/Template Prep
Sequencing
aMOI Report Review
SangerVerification
Biopsy Received
3 DAYS
1 DAY
1 DAY
1 DAY
1 DAY
3 DAYS
10-14 daysFinal
Report
Tumor content >50%
DNA yield > 20 ng
Library yield > 20 pM
Test fragmentsTotal readReads per BCCoverageNTC, Positive, Negative Controls
Rules of evidence for “actionable” variants• Level 1: Credentialed for selection of an
FDA approved drug• Level 2a: Eligibility trial for an ongoing trial• Level 2b: N-of-1 response (with
mechanistic basis)• Level 3: Preclinical data with known PK/PD
– Selective activity in biomarker-defined model– Functional evidence that alterations in target
lead to upregulation & dependence– Functional evidence of pathway activation as
consequence of loss of function in tumor suppressor
First round of committed agents
Drug Molecular Targets
Afatinib EGFR activating (non NSCLC)
Afatinib HER2 kinase activatingAMG 337 MET amplificationAMG 595 EGFR vIII
AZD 9291 EGFR T790M (non NSCLC)Crizotinib ALK fusions
Crizotinib ROS translocations
Dabrafenib + Trametinib BRAF V600E (nonmelanoma)
GDC 0032 PIK3CA ampl/mut; WT RAS, No PTEN loss
GSK2636771 PTEN Mut, PTEN IHC+
GSK2636771 PTEN Mut, PTEN IHC –
GSK2636771 PTEN wt, PTEN IHC -
JNJ 493 Ampl FGFR 1,2, or 4; FGFR mut
MLN 0128 mTOR mutMLN 0128 TSC1 or TSC2 mutSunitinib KIT mutations
TDM-1 HER 2 ampl (non breast or gastric)
Trametinib BRAF nonV600E or fusions
Trametinib NF1 mut (arm1) GNAQ,GNA11 mut (arm 2)
Trastuzumab/pertuzumab HER2 ampl (non breast or gastric)Vismodegib SMO or PTCH mutVS 6063 NF2 loss
Logistics• Master Protocol with Multi-arm phase II
trials• IND for protocol template
– Arms could be added or deleted without affecting other arms
• Single agents or combinationsf where recommended phase 2 dose is known
• FDA Approved (for a different indication) or investigational agents
• Central IRB• 2400 NCTN sites• CLIA lab network: validated assay
NCI: Developing a National Strategy for Precision Medicine
• NCI-MATCH Clinical trial (Genotype to Phenotype)– Screen for molecular features that may predict response to a drug with a given mechanism of action
• Genomics of Exceptional Responders (Phenotype to Genotype)– Tumor from patients who had an
exceptional response to a drug for which predictive biomarkers are not known
Acknowledgements
MATCH trial leadership: NCI - Alice Chen, Barb Conley, Mickey WilliamsECOG-ACRIN - Peter O’Dwyer, Stan Hamilton