from feasibility to utility in precision cancer medicine...male 63 kidney clear cell renal cell...
TRANSCRIPT
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From Feasibility to Utilityin Precision Cancer Medicine –
Experiences from the First Norwegian Studyof NGS-Based Therapy Decisions in Advanced Cancer
Anne Hansen Ree, Professor of OncologyAkershus University Hospital, University of Oslo
Hege G. Russnes, Molecular Pathology Senior Consultant and Researcher
Oslo University Hospital, Norwegian Radium Hospital
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Precision Cancer Medicine
What is PCM?
Technological advances in molecular biology,functional imaging, and informatics
New therapies within medical, radiation, and surgical remedies
Updated education curricula, clinical structures,and regulatory approval pathways
Resources that reside in the industrial, regulatory, academic,and clinical practice sectors
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Precision Cancer Medicine
Identified and integrated existing hospital and research facilitiesand expertise at the two study centers
established a PCM diagnostic pipeline within the existing practice of the public health services
educated multidisciplinary teams essential to a PCM program
offered molecularly matched therapy in progressing end-stage cancerobtained long-lasting responses to the NGS-based therapy decisions
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The Project Group
Management TeamGunhild M. Mælandsmo – Molecular BiologistAnne-Lise Børresen-Dale – Molecular BiologistKjersti Flatmark – Oncology SurgeonAnne Hansen Ree – Med.-Rad. OncologistHege G. Russnes – Molecular PathologistOle Christian Lingjærde – BioinformaticianGry A. Geitvik – Lab. Engineer
Eivind Hovig – BioinformaticianVivi A. Flørenes – Molecular BiologistVessela N. Kristensen – Molecular BiologistInger Riise Bergheim – Lab. EngineerVeronica Skarpeteig – Lab. EngineerMenaka Sathermugathevan – Lab. EngineerMarius Lund-Iversen – PathologistTorill Sauer – PathologistKlaus Beiske – PathologistSalah Nasser – RadiologistEspen A. Ruud – RadiologistLars Julsrud – RadiologistClaudius H. Reisse – RadiologistKirsten T. Hagene – Study Protocol Designer
Clinical Trial TeamDaniel Heinrich – Med.-Rad. OncologistSvein Dueland – Med.-Rad. OncologistKjetil Boye – Med.-Rad. OncologistVigdis Nygaard – Molecular BiologistLaxmi Silwal-Pandit – Molecular BiologistOlga Østrup – Molecular BiologistVegard Nygaard – BioinformaticianEinar A. Rødland – BioinformaticianSigve Nakken – BioinformaticianJanne-Merete Torset Øien – Study NurseChristin Johansen – Study NurseEline Aas – Health EconometricianHilde Lurås – Health Econometrician
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Study idea– End-stage metastatic cancer from any origin– Disease progression according to RECIST
– A metastatic site available for biopsy – detailed molecular analyses– Administration of drug targeting an identified molecular disruption
– Radiological evaluation intervals of 6–12 weeks– Rebiopsy during treatment and at end-of-study facilitating studies of tumor evolution
MetAction hypothesis
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Study design
Patient eligibility– End-stage metastatic cancer from any origin– Disease progression according to RECIST
– ECOG performance status 0–1– Life expectancy of more than 3 months
– Previous line of systemic therapyfor 6 or more weeks
– Radiological evaluation intervals of 6–12 weeks
Primary end point: PFS (Period-B/Period-A ≥ 1.3)
Secondary end points: OS, ATI rate, CTCAE grade 3–5 adverse events
Ree, Russnes et al.,ESMO Open 2017
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Targeted sequencing – Ion AmpliSeq Cancer Hotspot Panel
• IonTorrent PGM– Cancer Hotspot Panel
» 50 genes/210 primer pairs
– Coverage/Read depth: 2,000x
– Fast method
– Small amount of input material (10 ng DNA)
• Validation at Section of Molecular Diagnostics
• Development of bioinformatics pipeline
• FISH for selected CNA (HER2) and translocations (ALK and BCR-ABL)
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Re-run and/or validation
Prelim. pathology report (cytology)
Final pathology report
OncologistRadiologist
Cytologist/PathologistStudy nurse
Lab.engineerMol.biol.
Mol.pathol.
Bioinfo.Lab.engineer
Mol.biol.Mol.pathol.
Prelim. variant report Final variant report
Ree, Russnes et al.,ESMO Open 2017
The diagnostic pipeline
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Laboratory pipeline
A booklet including all personnel contact info, logistics and SOPs were created for a secure and rapid diagnostic pipeline
Key personnel: constantly updated Sample-kits included
premarked and barcoded slides, cytospin tubes,
and freezing vials
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Collect sequencing- and meta-datafrom IonTorrent;
Run variant calling
Annotation of variants
Technical/QC assessment of runand of variant calling
Generate an “initial” variant reportMainly technical information,interactive links to databases
Interpretation of variants;Potential clinical impact
Molecular Tumor Board
Finalizing the variant report;Technical, molecular, and functional information
as well as a summary
Bioinformatician
Bioinformatician -> Lab.engineer
Bioinformatician
Bioinformatician, molecular biologist, pathologist, oncologist
Bioengineer, bioinformatician,molecular biologist, pathologist, oncologist
Bioinformatician, molecular biologist(pathologist, oncologist)
Lab.engineer, bioinformatician
Bioinformatics pipeline
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Collect sequencing- and meta-datafrom IonTorrent;
Run variant calling
Annotation of variants
Technical/QC assessment of runand of variant calling
Generate an “initial” variant reportMainly technical information,interactive links to databases
Interpretation of variants;Potential clinical impact
Molecular Tumor Board
Finalizing the variant report;Technical, molecular, and functional information
as well as a summary
Bioinformatics pipeline
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One pathology report was issued integrating cytology, FISH, and molecular analyses.
Data and report presented at tumor board (videolink OUS-AHUS) but completed and signed after consensus.
Treatment recommendation reported in clinical journal.
1st study phase: median 18.0 (range, 8–39) days
Reporting results
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Study cases – 1st phase (enrolment: 9 May 2014 – 26 Aug 2015)
SexAge
(years)
Primary
tumor siteHistological diagnosis Sampling site(s)
Adverse
eventGene mutation(s)
Male 43 Parotid gland Neuroendocrine carcinoma Lung None None detected
Male 69 Liver Hepatocellular carcinoma Liver transplant None None detected
Female 59 Pancreas Adenocarcinoma Liver None KRAS p.G12D
Male 62 Pancreas Adenocarcinoma Liver None KRAS p.G12D, TP53 p.R306X
Female 66 Pancreas ND Liver None KRAS p.G12D, GNAS p.R201H
Female 46 Right colon Adenocarcinoma Liver None KRAS p.G12D, SMAD4 p.R361C, TP53 p.C176F
Male 54 Right colon Adenocarcinoma Liver None KRAS p.G12D, PIK3CA p.E545K, SMAD4 p.G419R
Male 62 Right colon Adenocarcinoma Liver NoneKRAS p.G12D, SMAD4 p.Y353C, APC p.Q1444X, TP53 c.304_307
ACCT>ACT
Male 52 Left colon Adenocarcinoma Liver None KRAS p.G12V, PIK3CA p.E545Q
Male 59 Left colon Adenocarcinoma Liver None TP53 p.R273H, TP53 p.L350fs
Male 65 Left colon Mucinous adenocarcinoma Lung None KRAS p.A146T, PIK3CA p.H1047R
Female 68 Left colon Adenocarcinoma Liver transplant None KRAS p.G12A, APC p.Q1291fs
Male 70 Left colon Adenocarcinoma Liver None KRAS p.G13D, APC p.E1306X, APC p.K889fs, TP53 p.R248W
Male 54 Rectum Adenocarcinoma Lung None KRAS p.G12S, APC p.E1317X, TP53 p.R175G
Male 61 Rectum Adenocarcinoma Lung Pneumothorax KRAS p.G12S, APC p.Q1378X, FBXW7 p.R505C
Male 61 Rectum Mucinous adenocarcinoma Lung None BRAF p.V600E, SMAD4 p.W524C, TP53 p.R306X
Male 68 Rectum Adenocarcinoma Lung None KRAS p.G12D, PIK3CA p.E542K
Male 63 Kidney Clear cell renal cell carcinoma Thoracic wall None VHL p.L158P
Male 65 KidneyRenal Xp11.2 translocation
carcinomaLiver None None detected
Male 61 Urinary bladder Urothelial carcinomaInguinal lymph node
and peritoneumNone None detected
Female 48 Ovary Small-cell sarcoma Peritoneum NoneKRAS p.T58I, PIK3CA p.H1047Y, ERBB2 p. V842I, CTNNB1 p.G34R,
TP53 p. R306X
Male 65 Prostate Adenocarcinoma Axillary lymph node None TP53 p.D184fs
ATI rate: 0/22Ree, Russnes et al.,ESMO Open 2017
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1st study phase – conclusions
• 24 patient enrolled
– actionable targets detected
– none treated (as per protocol)
• Limitations
– few actionable targets on the screening panel
– only single-agent therapy: one biomarker, one drug
• Comprehensive diagnostic procedure established
– expedite and safe mutation profiling of metastatic tumors
– data interpretation at multidisciplinary tumor boards
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Study amendments (September 2015 – February 2016)
Diagnostic gene mutation panel– from the Ion AmpliSeq™ Cancer Hotspot Panel
to the Ion Oncomine™ Comprehensive Panel
Data interpretation– extended liberty for the MTB to interpret the mutation data
Therapy– opportunity for the CTB to conclude on combination regimens
(with established safety data)
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Targeted sequencing – Ion Oncomine Comprehensive Panel
8
Oncomine® Cancer Comprehensive Panel* Gene List
DNA Panel RNA Panel
Hotspot genes, n=73 (hotspot coverage)
ABL1
AKT1
ALK
AR
ARAF
BRAF
BTK
CBL
CDK4
CHEK2
CSF1R
CTNNB1
DDR2
DNMT3A
EGFR
ERBB2
ERBB3
ERBB4
ESR1
EZH2
FGFR1
FGFR2
FGFR3
FLT3
FOXL2
GATA2
GNA11
GNAQ
GNAS
HNF1A
HRAS
IDH1
IDH2
IFITM1
IFITM3
JAK1
JAK2
JAK3
KDR
KIT
KNSTRN
KRAS
MAGOH
MAP2K1
MAP2K2
MAPK1
MAX
MED12
MET
MLH1
MPL
MTOR
MYD88
NFE2L2
NPM1
NRAS
PAX5
PDGFRA
PIK3CA
PPP2R1A
PTPN11
RAC1
RAF1
RET
RHEB
RHOA
SF3B1
SMO
SPOP
SRC
STAT3
U2AF1
XPO1
Copy gain, n=49
ACVRL1
AKT1
APEX1
AR
ATP11B
BCL2L1
BCL9
BIRC2
BIRC3
CCND1
CCNE1
CD274
CD44
CDK4
CDK6
CSNK2A1
DCUN1D1
EGFR
ERBB2
FGFR1
FGFR2
FGFR3
FGFR4
FLT3
GAS6
IGF1R
IL6
KIT
KRAS
MCL1
MDM2
MDM4
MET
MYC
MYCL
MYCN
MYO18A
NKX2-1
NKX2-8
PDCD1LG2
PDGFRA
PIK3CA
PNP
PPARG
RPS6KB1
SOX2
TERT
TIAF1
ZNF217
CDS, n=26 (full gene)
APC
ATM
BAP1
BRCA1
BRCA2
CDH1
CDKN2A
FBXW7
GATA3
MSH2
NF1
NF2
NOTCH1
PIK3R1
PTCH1
PTEN
RB1
SMAD4
SMARCB1
STK11
TET2
TP53
TSC1
TSC2
VHL
WT1
Fusion drivers, n=22
(183 assays)
Copy Number Variants
ALK
RET
ROS1
NTRK1
ABL1
AKT3
AXL
BRAF
CDK4
EGFR
ERBB2
ERG
ETV1
ETV1
ETV5
FGFR1
FGFR2
FGFR3
NTRK3
PDGFRA
PPARG
RAF1
*For Research Use Only . Not f or use in diagnostic procedures.
Current Status: 143 Regions • Covers 143 regions: Hotspot mutations, CNV, and expression of selected fusion genes• FDA-approved platform for NGS-based therapy selection (NCI-MATCH trial)
1st study phase: median 18.0 (range, 8–39) days2nd study phase: median 17.5 (range, 9–57) days
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Study cases – 1st phase (censoring date: 9 May 2016)
Ree, Russnes et al.,ESMO Open 2017
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Study amendments (September 2015 – February 2016)
Diagnostic gene mutation panel– from the Ion AmpliSeq™ Cancer Hotspot Panel
to the Ion Oncomine™ Comprehensive Panel
Data interpretation– extended liberty for the MTB to interpret the mutation data
Therapy– opportunity for the CTB to conclude on combination regimens
(with established safety data)
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Study cases – 2nd phase (enrolment: 14 Mar 2016 – 8 Mar 2017)
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Study cases – 2nd phase (enrolment: 14 Mar 2016 – 8 Mar 2017)
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Study cases – 2nd phase (enrolment: 14 Mar 2016 – 8 Mar 2017)
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Study cases – 2nd phase (enrolment: 14 Mar 2016 – 8 Mar 2017)
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Case 1: right-sided colon adenocarcinoma with liver metastases
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Case 2: right-sided colon adenocarcinoma with liver metastases
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Case 2: right-sided colon adenocarcinoma with liver metastases
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conclusions
• NGS-based therapy decisions in advanced cancer
– feasible within the public health services of Norway
– a PCM diagnostic pipeline within the existing clinical practice, with operational multidisciplinary teams
• The MetAction diagnostic pipeline and patient treatment
– safe !
– reversed the disease course in end-stage cancer
• Remaining challenges in PCM
– drug availability and high costs
– limited knowledge about the functional outcome of gene mutations in the real-world oncology practice
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perspectives
British Columbia
Cancer AgencyNCI-MATCH MetAction
MetAction 2
(planning by Jan 2018)
Catchment
population4.6M
>1,100 sites across
the USA5.2M 5.2M
Sequencing
strategy
WGS/WTS
(at the Genome
Science Centre)
Targeted sequencing
(Oncomine
Comprehensive
Panel)
Targeted sequencing
(Oncomine
Comprehensive
Panel)
Targeted sequencing ?
WGS/WTS ?
Bioinformatics
pipelineGenomic report MATCHBox Targeted report Targeted report
Multidisciplinary
board(s)MTB by videolink MATCHBox
MTB, then CTB by
videolink
MTB, then CTB by
videolink
Clinical actionOngoing early-phase
trials, off-label access
30 treatment arms
(by Mar 2017)
with RP2D
Designated MA trial
Designated MA trial with
defined treatment arms
(mini NCI-MATCH)
Total timeline Approx. 5 weeks Median of 37 days Median of 17.5 days Aiming to maintain
Partnership Not known FDA and NCIUnsuccessful
with pharma
Will try to
engage pharma
Funding BC Cancer Foundation NCI RCN Anyone?