New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research:...

27
New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando López-Ríos Laboratorio de Dianas Terapéuticas Hospital Universitario HM Sanchinarro Madrid, Spain

Transcript of New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research:...

Page 1: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando López-Ríos Laboratorio de Dianas Terapéuticas Hospital Universitario HM Sanchinarro Madrid, Spain

Page 2: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

Contents

• Background

• MET mutations causing exon 14 skipping

• Liquid biopsies

• Conclusions

Page 3: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

Contents

• Background

• MET mutations causing exon 14 skipping

• Liquid biopsies

• Conclusions

Page 4: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

NSCLC: emerging biomarkers in clinical research

NCCN guidelines version 8.2017 NSCLC. Available from: https://www.nccn.org/professionals/physician_gls/PDF/nscl.pdf. Accessed: September 2017.

Genetic alteration (i.e. driver event)

Available targeted agents with activity against driver event in lung cancer

High-level MET amplification or MET exon 14 skipping mutation

Crizotinib

RET rearrangements Cabozantinib

Vandetanib

HER2 mutations Trastuzumab (category 2B) Afatinib (category 2B)

Emerging targeted agents for patients with genetic alterations

HER2, human epidermal growth factor receptor 2; MET, MET proto-oncogene, receptor tyrosine kinase; NCCN, National Comprehensive Cancer Network; NSCLC, non-small-cell lung cancer; RET, RET proto-oncogene.

Page 5: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

NSCLC: emerging biomarkers in clinical research

AC, adenocarcinoma; ALK, anaplastic lymphoma kinase; cfDNA, cell-free plasma DNA; ctDNA, circulating tumour-DNA; EGFR, epidermal growth factor receptor; FISH, fluorescent in situ hybridization; H&E, haematoxylin and eosin; IHC, immunohistochemistry; NGS, next-generation sequencing; NOS, not otherwise specified; PCR, polymerase chain reaction; PD-L1, programmed death-ligand 1; ROS1, ROS1 proto-oncogene receptor tyrosine kinase.

Adapted from Conde E, et al. Clin Transl Oncol. 2013;15:503-8, following the 2016 revised molecular testing guideline for selection of lung cancer patients

(CAP, IASLC, AMP, draft statements 2016).

ALK translocation

ROS1 translocation

EGFR mutation

FISH or

IHC If positive

FISH IHC NSCLC-NOS

H&E P40

TTF1

H&E

AC

Multiplexed genetic sequencing

panels

H&E Multiplexed genetic

sequencing panels

Progressed EGFR

positive

T790M testing

If negative

IHC

PD-L1 expression

x 10 (DNA)

If EGFR/ALK/ROS1

negative

x10 (DNA) x12 (RNA)

+ x 12 (RNA)

PD-L1 expression

x 1 x 1 x 1

5% (real-time

PCR)

30% (NGS)

x 1

Biomarkers Diagnosis Lap B1 Lap B2

x 1

IHC

x 2 x 2 x 1

720

ctDNA

ctDNA

x 1

• Expert consensus opinion: in some clinical settings in which tissue is limited and/or insufficient for molecular testing, physicians may in future consider to use a cfDNA assay for EGFR

• Expert consensus opinion: physicians may use cfDNA methods to identify for EGFR T790M mutations in lung AC patients with progression or acquired resistance to EGFR-TKIs

• Testing of the tumour sample will be in future recommended is recommended if the plasma result is negative

Page 6: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

Contents

• Background

• MET mutations causing exon 14 skipping

• Liquid biopsies

• Conclusions

Page 7: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

• NSCLC (2.6%, 2.7%, 3%, 5.3%)

• Sarcomatoid variant, with AC morphology (5%, 22%, 32%)

• “Always” with MET overexpression (IHC)

• MET amplification in ~ 15–21%

• Concurrent amplifications – MDM2 (~ 35%) – CDK4 (~ 20%)

MET mutations causing exon 14 skipping

AKT, AKT serine/threonine kinase 1; BRAF, B-Raf proto-oncogene; CDK4, cyclin-dependent kinase 4 gene; ERBB2, erb-b2 receptor tyrosine kinase 2; HRAS, HRas proto-oncogene; KRAS, Kirsten rat sarcoma viral oncogene homologue; MAP2K1, mitogen-activated protein kinase kinase 1; MDM2, murine double minute gene; NRAS, NRAS proto-oncogene; PIK3CA, phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha.

Awad MM, et al. J Clin Oncol. 2016;34:721-30. Mengoli MC, et al. Clin Cancer Res. 2016:22;3697-8.

Saffroy R, et al. Oncotarget. 2017;8:42428-37. Liu X, et al. J Clin Oncol. 2016;34:794-802.

Schrock AB, et al. J Thorac Oncol. 2016;11:1493-502. Tong JH, et al. Clin Cancer Res. 2016;22:3048-56.

Distribution of genotypes among 933 patients with non-squamous NSCLC

MET exon 14 (3.0%)

PIK3CA (2.9%) ERBB2 (2.5%)

NRAS (1%) RET (1%)

ROS1 (1%) AKT (< 1%)

HRAS (< 1%) MAP2K1 (< 1%)

BRAF (3.8%) ALK (3.9%)

EGFR (19%)

KRAS (34%)

No oncogenic mutation identified

(30%)

Page 8: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

MET mutations causing exon 14 skipping

Cortot AB, et al. J Natl Cancer Inst. 2017;109. Schrock AB, et al. J Thorac Oncol. 2016;11:1493-502.

METex14 alterations, n (%)

Base substitution splice donor 149 (49.1) Indel splice acceptor 100 (32.9) Indel splice donor 42 (13.8) Base substitution splice acceptor 4 (1.3) Base substitution noncoding adjacent spice acceptor 4 (1.3) Indel noncoding adjacent spice acceptor 3 (1.0) Whole exon 14 deletion 2 (0.7)

g.116412042 G>A g.116412042 G>C g.116412042 G>T g.116412043 G>A g.116412043 G>T g.116412043 G>C g.116412044 T>A g.116412044 T>C

Mutation at the splice donor site (~ 48%)

g.116412019 del25 g.116412026 del24 g.116412036 del12 g.116412040 del14

Deletion at the splice donor site (~ 11%)

g.1164122042 c.3028

g.116411840 del49 g.116411857 del28 g.116411874 del26 g.116411880 del20 g.116411887 del28 g. 16411893 del30 g.116411897 del27

Deletion at the splice acceptor site (~ 41%)

g.116411902 c.2888 141 bases

…TTAAGATCTGG… ….CAGAAGGTATA… Exon 14

Amino acid sequence

Splice donor site

Regulatory sites:

Exam

ple

of M

ET

alte

ratio

ns

PKC phospho site (S985)

DLGSELVRYDARVHTPHLDRLVSARSVSPTTEMVSNESVDYRATFPE

47 AA

963 1009 Caspase site (D1002) CBL docking site (Y1003)

Splice acceptor site

CBL, cobalamin.

Page 9: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

MET mutations causing exon 14 skipping

HGF, hepatocyte growth factor; PKC, protein kinase C. Cortot AB, et al. J Natl Cancer Inst. 2017;109.

Page 10: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

Fusion drivers (n = 23)

MET mutations causing exon 14 skipping

Data courtesy of López-Ríos, F.

RNA panel

For Research Use Only. Not for use in diagnostic procedures

Page 11: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

• Female, 72 years old

• Lung AC, stage IV

Case 1. MET mutations enriched in pan-negative lung adenocarcinomas

Data courtesy of López-Ríos, F.

Page 12: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

Case 1. MET mutations enriched in pan-negative lung adenocarcinomas

• Oncomine™ focus assay • CNV: MET (x5,09 copies); confirmed with FISH (ratio 5:40) • MET exon 14 deletion [“skipping” exon 14 MET, MET(Ex13) –

MET(Ex15)]; confirmed with RT-PCR

CNV, copy number variation; NF1, neurofibromin 1; RIT1, Ras-like in all tissues; RT-PCR, reverse transcriptase-polymerase chain reaction. Collisson EA, et al. Nature. 2014;511:543-50. Data courtesy of López-Ríos, F.

FISH MET+

IHC MET+

Page 13: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

• Oncomine™ focus assay • No CNV; confirmed with FISH (MET) • MET exon 14 deletion [“skipping” exon 14 MET, MET(Ex13) – MET(Ex15)];

confirmed with RT-PCR

FISH MET− IHC MET+

Case 2. MET mutations not always MET-amplified

Data courtesy of López-Ríos, F.

Page 14: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

Contents

• Background

• MET mutations causing exon 14 skipping

• Liquid biopsies

• Conclusions

Page 15: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

Liquid biopsies: analytical options

AF, allele frequency.

Available technologies for genotyping of plasma cfDNA PCR assays NGS assays

Characteristic Allele-specific PCR Emulsion PCR

Amplicon-based targeted NGS

Capture-based targeted NGS

Variants potentially detected

Known recurring mutations

Known recurring mutations

Any exonic mutations, copy number gains

Exonic mutations intromic gene fusions, copy number gains

Quantitation Semiquantitative (against standard curve)

Absolute or relative quantitation, wide dynamic range

Quantitation of relative AF, but vulnerable to PCR amplification bias

Quantitation of relative AF

Speed and complexity

Rapid, relatively easy to interpret

Rapid, relatively easy to interpret

Potentially rapid, less complex bioinformatics

Potentially slower more complex bioinformatics

Page 16: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

Liquid biopsies: sensitivity and specificity

a 24/38 samples were tested using local tissue assays and 14/38 samples were tested via central assays. b Comprehensive exon 19 deletion data not available. ARMS, amplification refractory mutation system; ddPCR Droplet Digital polymerase chain reaction; dPCR, digital polymerase chain reaction.

Performance of four different plasma assays, using a tissuea test result as a non-reference standard, for detection of EGFR mutations from ctDNA in a set of 38 plasma samples from the AURA clinical trial

qPCR ARMS-PCR ddPCRTM BEAMingdPCR Exon 19 deletion Sensitivity, % (n/N) 86 (24/28) 82 (23/28) –b 93 (26/28)

Specificity, % (n/N) 100 (10/10) 100 (10/10) –b 100 (10/10)

Concordance, % 89 87 –b 95

L858R Sensitivity, % (n/N) 90 (9/10) 78 (7/9) 90 (9/10) 100 (10/10)

Specificity, % (n/N) 100 (28/28) 100 (28/28) 100 (28/28) 93 (26/28)

Concordance, % 97 95 97 95

T790M Sensitivity, % (n/N) 41 (7/17) 29 (5/17) 71 (12/17) 71 (12/17)

Specificity, % (n/N) 100 (6/6) 100 (6/6) 83 (5/6) 67 (4/6)

Concordance, % 57 48 74 70

Page 17: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

Liquid biopsies: sensitivity and specificity

NPV, negative predictive value; PPV, positive predictive value.

Concordance, sensitivity, specificity, PPV, and NPV of tissue and cfDNA tests (n = 238) by EGFR mutation type

Overall EGFR mutation-positive

Exon 19 deletion L858R G719x L861Q

Concordance, % 87.8 94.5 93.3 99.6 100.0

Sensitivity, % 75.0 82.5 62.2 50.0 100.0

Specificity, % 96.5 98.3 99.0 100.0 100.0

PPV, % 93.5 94.0 92.0 100.0 100.0

NPV, % 85.1 94.7 93.4 99.6 100.0

Tissue-positive patients, n 96 57 37 2 1

For Research Use Only. Not for use in diagnostic procedures

Page 18: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

An example of our results

Promising technology for future use for liquid biopsies: NGS

LOD, log odds ratio; TP53, tumour protein 53.

Assay Genes Selected SNV hotspots Oncomine™ lung cfDNA assay

ALK, BRAF, EGFR, ERBB2, KRAS, MAP2K1, MET, NRAS, PIK3CA, ROS1, and TP53

> 150 hotspots including EGFR: T790M, C797S, L848R, exon 19 del KRAS: G12X, G13X, Q61X BRAF: V600E ALK: exon 21-25 PIK3CA: E545K, H1047R, E542K

Position Allele Frequency LOD chr7:55242470 EGFR p.L747_P753S 32.33% 0.05%

chr7:55249071 EGFR p.T790M 15.87% 0.10%

chr7:55249092 EGFR p.C797S 15.29% 0.10%

LOD (20 ng) ≤ 0.1%

Oncomine™ Lung cfDNA Assay

Data courtesy of López-Ríos, F. For Research Use Only. Not for use in diagnostic procedures

Page 19: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

Case 3. Importance of broad profiling

Controls Position Control type Control status Flags Accepted by A01:A02:A03 Mutant control Valid

B01:B02:B03 Negative control Valid

Specimens

Position Sample ID Test

result Mutation

result Flags Accepted by

D01:D02:D03 Mutation detected

Exon 19 deletion

Run name: 07-FEB-2014 15:16 EGFR P1

IHC TTF1+

2014 Lung AC • Male, 70 years old • IHC TTF1+/P40− • EGFR exon 19 deletion

(real-time PCR) • No ALK fusion • Treated with 3rd-generation TKIs

2016 Soft-tissue metastasis • 52 genes NGS panel • EGFR exon 19 deletion

confirmation • No ALK fusion • T790M mutation • C797S mutation

Data courtesy of López-Ríos, F. For Research Use Only. Not for use in diagnostic procedures

Page 20: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

Case

Case

Tumour FFPE (NGS assay)

Plasma Assay 1: NGS plasma panel

Plasma Assay 2: PCR plasma

T790M T790M T790M

EGFR exon 19 deletion EGFR exon 19 deletion EGFR exon 19 deletion

C797S C797S Not included in panel

Case 3. Importance of broad profiling

Data courtesy of López-Ríos, F. For Research Use Only. Not for use in diagnostic procedures

Page 21: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

SNV, single-nucleotide variants; TNA, total nucleic acid.

Enhanced content • Amplicons: 58 • Total genes: 12 • Key hotspot mutations in 11 genes • Increase in hotspot SNVs and indels • Fusions (49) – ALK, RET, ROS1 – 1% LOD • CNV – MET • MET exon 14 skipping single library (DNA and RNA) SNV • LOD down to 0.1% with 20 ng input

ALK BRAF EGFR ERBB2

KRAS MAP2K1 MET NRAS

PIK3CA RET ROS1 TP53

Oncomine™ Lung cfTNA Assay

For Research Use Only. Not for use in diagnostic procedures

Promising technology for future use for liquid biopsies: NGS total NA

Page 22: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

Oncomine™ Lung cfTNA Assay: early experience • Analysis of plasma samples from patients diagnosed with NSCLC and previously

characterized by NGS (OncomineTM Focus Assay) or FISH analysis (FFPE samples). • Oncomine Lung cfTNA Assay Controls (n=4) run in parallel according to manufacturer’s

instructions.

1) Run performance OK: the assay works!

For Research Use Only. Not for use in diagnostic procedures

Page 23: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

Oncomine™ Lung cfTNA Assay: early experience 2) Analysis:

• A real sample…

FFPE tumor sample (FISH analysis)

Plasma sample (Oncomine™ Lung cfTNA Assay)

ALK positive

For Research Use Only. Not for use in diagnostic procedures

Page 24: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

Contents

• Background

• MET mutations causing exon 14 skipping

• Liquid biopsies

• Conclusions

Page 25: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

Conclusions

• Broad profiling is recommended in NSCLC

• MET mutations causing exon 14 skipping is an emerging biomarker that can be detected with targeted NGS

• Using NGS in liquid biopsies allows for the detection of mutations, CNV, and rearrangements

Page 26: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando
Page 27: New NSCLC biomarkers in clinical research: …...New NSCLC biomarkers in clinical research: detection of MET skipping mutation, EGFR T790M, and other important biomarkers Fernando

Thermo Fisher Scientific and its affiliates are not endorsing, recommending, or promoting any use or application of Thermo Fisher Scientific products presented by third parties during this seminar. Information and materials presented or provided by third parties are provided as-is and without warranty of any kind, including regarding intellectual property rights and reported results. Parties presenting images, text and material represent they have the rights to do so.