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Molecular Pathology – You ordered molecular tests, what happens next?Alain C Borczuk, MD
Professor of Pathology and Vice Chairman, Anatomic Pathology
Weill Cornell Medicine
Goals
• Definitions• Test examples
• Analytes
• Reasons for testing
• Sample types and tissue triage• Maximizing supply
• Determining molecular adequacy
• Examples
• Retesting
Definitions
• Point mutations • Single base change
• Can be activating – Oncogene• “trunk” or driver mutation
• Can be deleterious – tumor suppressor gene
• Deletion or insertions• Inframe – activate a protein ‐ Oncogene
• Frameshift – inactivates – tumor suppressor gene
• Translocation• Larger regions of DNA linking 2 unrelated genes
• Results in fusion RNA and fusion protein
Mutations
• Somatic mutations are changes in DNA that occur in tissues that do not produce germ cells and are not inherited. This is the case in sporadic cancers.
• Germline Mutation is any change from DNA sequence from “normal” or common variants (usually <1% of population) that are inherited. These can be harmful, neutral or beneficial. If beneficial or neutral they may become more common over time.
Mutation versus polymorphismPolymorphisms are common sequence variants in the population. These arose from germline mutations that presumably were neutral or beneficial and expanded through generations.
Common confusion
• Mutations versus polymorphisms• Is it the tumor or just population variation
• Non‐deleterious mutations• What do these mean?
• ALK – translocation versus point mutation
• KRAS mutations and cigarette smoking
• BRAF non—V600E mutations
• MET amplification versus splice site mutation versus polymorphisms• Target analyte matters!
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Large scale• Amplification – increases gene dose
• Deletion – gene loss – small or large, whole chromosome arms or regions in one arm.
• Translocation – exchange of parts of DNA from one chromosome to another or within one chromosome (inversion).
50% tumor
Allele frequency
Heterozygous mutationEGFR mutation in 1 alleleEGFR normal in 1 allele
TOTAL EGFR DNA tumor and normal50% of cells with 1 mutant allele ‐ tumor50% of cells with 1 normal allele ‐ tumor
50% of cells with 2 normal allele – normal
So 25% mutant EGFR allele frequency75% normal EGFR allele freqeuncy
This assumes normal DNA content (no amplifications or deletions)
POINT MUTATIONS
Point mutation detection
• DNA test • Sequencing including next generation sequencing
• Other assays using PCR and fluorescence
• Immunohistochemistry• Mutated protein, mutation specific anibody
Report examples – NGS panel
•
Block No: A3 Specimen Type: Paraffin Embedded Tissue Tumor Type: Adenocarcinoma Primary Site: Lung Tissue Tested: Lung Neoplastic Cell Content: 40% Institution: NYPH
Result: The following variants were detected in the patient's specimen:
Tier 1 There were no variants found in this tier.
Tier 2 Gene Variant: KRAS c.35G>C, p.G12A Type of Variant: SNV COSMIC ID: COSM522 Variant Allele Frequency: 23% Read Depth: 1070
Common confusion
• Mutations versus polymorphisms• Is it the tumor or just population variation
• Non‐deleterious mutations• What do these mean?
• ALK – translocation versus point mutation
• KRAS mutations, transversions and cigarette smoking (lung only)
• BRAF non—V600E mutations
• MET amplification versus splice site mutation versus polymorphisms• Target analyte matters!
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TranslocationsIHC, FISH and RNA
Figure 1 Formation and consequences of TMPRSS2–ERG gene fusions
Clark, J. P. and Cooper, C. S. (2009) ETS gene fusions in prostate cancerNat. Rev. Urol. doi:10.1038/nrurol.2009.127
Martelli et al, AJP, 2009
RNA test
• RNA sequencing with analysis for fusions
• Anchored Multiplex PCR (AMPTM)
Summary
• Different molecular alterations drive tumors
• Tests have to match alteration• Ability to detect ‐ sensitive and specific
• Work in diverse sample types
Why did you order the test?
• Diagnosis?• Staging?
• Guidelines for predictive testing (NCCN or CAP/IASLC/AMP)?
• Clinician asked for it?• Clinical trials eligibility?
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Diagnosis
• Use IHC as a surrogate for mutational event
• BAP1 loss in mesothelioma – deletion or mutation
• P53 – nuclear accumulation
• Beta‐catenin – stabilization and nuclear accumulation
• BRAF V600E – mutation specific antibody
• SDHB – genetic association
• ALK – expression of protein as part of translocation
• Histone methylation events – glioma, peripheral nerve sheath tumor
• Molecular test for diagnosis
• EGFR mutation in lung adenocarcinoma
• Translocation test – FISH Breakapart – EWSR1, SYT
• P16 loss –FISH – mesothelial proliferations
Tumor Translocations
Alveolar Rhabdomyosarcoma PAX3‐FOXO1PAX7‐FOXO1PAX3‐AFX1
Alveolar soft part sarcoma ASPSCR1/TFE3
ANEURSYMAL BONE CYST CDH11‐USP6COL1A1‐USP6
ANGIOMATOID FIBROUS HISTIOCYTOMA EWSR1‐ATF1 (CREB1)FUS‐ATF1
CLEAR CELL SARCOMA EWSR1‐ATF1, EWSR1‐CREB1
DESMOID TUMOR CTNNB1 MUTATION OR APC MUTATION
DFSP COLA1‐PDGFB
DSRCT EWSR1‐WT1
Tumor Translocations
ENDOMETRIAL STROMAL SARCOMALOW GRADE
JAZF1‐SUZ12
ENDOMETRIAL STROMAL SARCOMAHIGH GRADE
YWHAE‐FAM22A/B
EPITHELIOD HEMANGIOENDOTHELIOMA WWTR1‐CAMTA1YAP1‐TFE3
EPITHELIOID SARCOMA INI LOSS (SMARCB1)
EXTRARENAL RHABDOID INI LOSS
EXTRASKELETAL MYXOID CHONDROSARCOMA
EWSR1‐ NR4A3RBP56‐NR4A3TCF12‐NR4A3TFG‐NR4A3
EMBRYONAL RHABDOMYO MYOD1 MUTATIONCOMPLEX
EWINGS PNET EWSR1‐FLI1 (ERG/FEV/ETV1/ETV4)FUS‐ERG (FEV)
INFLAMMATORY MYOFIBROBLASTIC ALK TRANSLOCATIONS
INFANTILE FIBROSARCOMA ETV6‐NTRK3
Tumor Translocations
LIPOSARCOMA – WELL DIFF/DEDIFFERENTIATED
12q14 – amplification (MDM2 amp)
LIPOSARCOMA‐MYXOID FUS‐DDIT3EWSR1‐DDIT3
LIPOSARCOMA – PLEOMORPHIC COMPLEX
LOW GRADE FIBROMYXOID SARCOMA FUS‐CREB3L2FUS‐CREB3L1
MPNST UNKNOWN, NF1, CDKN2A, EED SUZ12
MESENCHYMAL CHONDROSARC HEY1‐NCOA2
Nodular fasciitis MYH9‐USP6
PVNS COL6A3‐CSF1
SCLEROSING RHABDOMYOSARC VGLL2‐NCOA2, OTHER NCOA2
SOLITARY FIBROUS TUMOR NAB2‐STAT6
SYNOVIAL Sarcoma SS18‐SSX1, SS18‐SSX2, SS18‐SSX4
STAGING
• Different driver mutations – separate lung primary/ separate primary• Scenario in pancreatic mass and single lung nodule
• Same driver mutation – suggests intrapulmonary metastasis
• New tumor versus recurrence
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BRAF V600EBRAF V600E KRAS Q61H
Predictive testing – per Guidelines or FDA approvals• IHC for mismatch repair proteins
• IHC for PDL1• Mutation tests – point mutations, small insertions/deletions
• DNA sequencing
• Translocation tests• FISH, RNA tests, some DNA tests
• Splice variants – e.g. MET exon 14 loss
• Copy number changes (amplifications)• FISH, sequencing
• Expression tests – e.g. Oncotype breast, mammaprint• Quantitative PCR, microarray
NCCN Guidelines/FDA approvals ‐ Lung
First Line TherapyAfatinibErlotinibGefitinibOsimertinib
Subsequent therapyT790M positiveOsimertinib
T790M negativeAfatinib +cetuximab
EGFR positive ALK positiveFirst lineAlectinibCeritinibCrizotinib
SubsequentAlectinib (if new)BrigatinibCeritinib (if new)
ROS1 positiveCeritinibCrizotinib
BRAF positiveDabrafenib+trametinibDabrafenibVemurafenib
NTRK TranslocationEntrectinib
PDL1 Expression PositiveEGFR/ALK/ROS negFirst line, >50%Pembrolizumab
PDL1 Expression PositiveSecond line or later>1% ‐ PembrolizumabOther drugs – PDL1 test optional
EGFR, BRAF, KRASALK, ROS1, NTRKTranslocationPD‐L1
MET exon 14 skippingRET TRANSLOCAMET AMPLIFIC.
ERBB2 (HER2), PIK3CA, MAP2K1/MEK1NRAS
MOLECULAR TARGETS ‐ LUNG TIERED TARGETS TESTS
Hot spot panelsPCR based NGS“50 gene panel”
IHC
FISH
Check test parametersBy laboratory
Some NGS providers offer larger panels with varied combinations
• EGFR
• KRAS
• BRAF
• HER2
• PIK3CA
• EML4‐ALK
• MAP2K1/MEK1
• ROS
• RET, NTRK
• MET amplification
• MET exon 14 skipping
• NRAS
• PD‐L1
EGFR, BRAF, KRASROS1, NTRKTranslocationALK IHCPD‐L1
MET exon 14 skippingRET TRANSLOCAMET AMPLIFIC.
ERBB2 (HER2), PIK3CA, MAP2K1/MEK1NRAS
MOLECULAR TARGETS ‐ LUNG TIERED TARGETS TESTS
Hot spot panelsPCR based NGS“50 gene panel”
IHC
FISH
Check test parametersBy laboratory
Some NGS providers offer larger panels with varied combinations
• EGFR
• KRAS
• BRAF
• HER2
• PIK3CA
• EML4‐ALK
• MAP2K1/MEK1
• ROS
• RET, NTRK
• MET amplification
• MET exon 14 skipping
• NRAS
• PD‐L1
EGFR, BRAF, KRASROS1, NTRKTranslocationALK IHCPD‐L1
MET exon 14 skippingRET TRANSLOCAMET AMPLIFIC.
ERBB2 (HER2), PIK3CA, MAP2K1/MEK1NRAS
MOLECULAR TARGETS ‐ LUNG TIERED TARGETS TESTS SLIDES
Hot spot panelsPCR based NGS“50 gene panel”
IHC
FISH
Check test parametersBy laboratory
Some NGS providers offer larger panels with varied combinations
• EGFR
• KRAS
• BRAF
• HER2
• PIK3CA
• EML4‐ALK
• MAP2K1/MEK1
• ROS
• RET, NTRK
• MET amplification
• MET exon 14 skipping
• NRAS
• PD‐L1
10
4‐8
2
?
TOTAL18‐20
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• EGFR
• KRAS
• BRAF
• HER2
• PIK3CA
• EML4‐ALK
• MAP2K1/MEK1
• ROS
• RET, NTRK
• MET amplification
• MET exon 14 skipping
• NRAS
• PD‐L1
EGFR, BRAF, KRASALK TRANSROS1, NTRK TranslocationPD‐L1
MET exon 14 skippingRET TRANSLOCATIONMET AMPLIFICATION
ERBB2 (HER2), PIK3CA, MAP2K1/MEK1NRAS
MOLECULAR TARGETS – LUNG TIERED TARGETS TESTS SLIDES
Larger NGS testsDNA and RNA
IHC
15
1
TOTAL17
STAGE 4 LUNG cancer – Non small cell, non-squamous
B i o p s y I H C r e s u l t s
F I S H r e s u l t s N G S t e s t s
Day1
Lung cancerNon-squamous non-small celldiagnosis
Day2-3
PDL1 IHC ALK IHC
Immunotherapy
(needs EGFR/ALK result)
EGFR therapy (Need EGFR +result)
Decide ALK therapy (needs ALK result)
? BRAF V600E
Day7-10
ROS1 FISHDecide ROS1 targeting
Day 10-14
50 gene panel
EGFRKRASERBB2BRAF
Day 10-14
Oncomine
EGFRKRASERBB2BRAF
MET ex14MET amplificationNTRK translocationsMEK1 mutationsNRG translocations
EARLY - standard of care and first line decisions LATER– subsequent therapy or clinical trials
EGFR - needed for immuno-oncology decision
14-21days
Whole exome seq
Tumor mutation burden
But does it end here…Clinician asked for it, maybe part of guideline, for clinical trial enrollment• Some PDL1 requests
• Oncotype prostate, colon
• Coloprint, ColDx
• Prolaris, Decipher, Promark
• Tumor mutation burden
• Many mutation tests
Guidelines adherence – Arch Pathol Lab Med 2015
• Reporting of 26 institutions from 2013• Colon, lung, melanoma
• Strict adherence – median of 71% (33‐90%)
• Loose adherence – median of 95% (57‐100%)
• Adequate tissue – median 98% (86‐100%)
• Highest for lung and in institutions with multidisciplinary conference
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How do we get there?
What happens next depends on what happened before!• No decalcification
• Grossing into separate blocks
• Pre‐cut unstained slides
• Cytology – use smears from onsite assessment or place majority of passes into cytolyte or formalin
• Cellblock
• Use cells or DNA in supernatants
Decalcification
• Bad for all molecular tests
• Cytologic preps are excellent
• Most bone core biopsies do not need decal• Separate soft from hard into different cassettes, including clot
How much is enough?
• We understand IHC – 1 slide – 1 test
• FISH testing – one slide, one analyte – second slide for modified protocols if first failure
• Molecular tests (DNA) – depends on test selected and laboratory
• Molecular tests (RNA) ‐ depends on test selected and laboratory
• Tumor mutation burden – more still?
Tissue optimization as economic model
• Expenses/costs = test demand on tissue
• Supply or revenue= specimen type
• Currency • Molecular lab = DNA or RNA
• Pathologist = slide sections for IHC, FISH, DNA or RNA• And do not forget actual diagnosis
• Budget• No deficit spending
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Supply side of budget
• TISSUES• Specimen type
• Size of material
• Utilization
• Stretching supply – eliminate waste
• Liquid biopsy
Sample types
• Cytology• Smears
• Thin prep
• Pellet/Cell block
• Tissue• Small biopsy/core
• Larger samples – wedge, resections
UtilizationMake cell block from fluid in vial
Cut sectionsUse smears
OptimizationIncrease cells in vial
More passesAir or fluid through needle
StandardizationChallenging
Are cells in fluid or clot?How to divide liquid between smears and vial?
SMEARS
REMOVE COVERSLIPSCRAPE OFF CELLS
LOSE RECORD OF SLIDESCANHAVE MULTIPLE SLIDES
Sample types
• Cytology• Smears
• Thin prep
• Pellet/Cell block
• Tissue• Small biopsy/core
• Larger samples – wedge, resections
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DiagnosisIncluding 4 IHC
DiagnosisIHC – 6 slides10 blanks upfront, tissue left
5‐8 unstained
15‐18 unstained
UtilizationLimit H&E sections, cut blanks up frontUse IHC judiciously
OptimizationMore than one blockOne core per block up to 3 blocksBased on H&E, select further useThree cores, total of 3.0 cm of core length
StandardizationTissue processing algorithms
Largest tissue in first blockOne core per block, at most 2 coresUpfront unstained slides, one core per slide
Why not cut all slides up front?
• Not all biopies contain malignancy
• Histotechnology limited resource• e.g. WCMC ‐ >600,000 slides per year are cut
• Target stability on slides vs paraffin block• ?dipping slides in paraffin for storage.
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Foundation one CDX
Guideline adherence
• Gutierrez et al (Clin Lung Cancer)• Examined test rates in 2017
• Found high rate untested
• Insufficient material cited at high percentage (13%)
• Justifies liquid biopsy• Two authors disclose relationship with Guardant
• Morris et al (PLoS One, 2018)• 6.4% rate of insufficient sample
• Low tumor percent
• Common problem
• Authors with relationship to company (Paradigm diagnostics)
Common confusion
• Mutations versus polymorphisms• Is it the tumor or just population variation
• Non‐deleterious mutations• What do these mean?
• ALK – translocation versus point mutation
• KRAS mutations and cigarette smoking
• Tissue is inadequate at a high rate• Depends on triage and test choice
• MET amplification versus splice site mutation versus polymorphisms• Target analyte matters!
Summary
• Need tissue conservation protocols • Small samples and cytology need proper triage
• Still diverse platforms for existing testing
• Liquid biopsy may be only a partial solution
• Under ‐ utilization of molecular testing remains a problem• IHC platforms have better turn around time
• IHC platforms have better adherence
• New tests, more tissue demands
Slides, not DNA or RNA, are my currency
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H&E IHC FISH MutationMulti‐exon
Multigene/NGS EXOME/WES CLINICAL TRIAL
CELLS (MINIMUM) ~ 20 ~20 50 200‐500 500‐25K 20K‐120K ?
SLIDES 1‐2 7‐10 2 10 10‐20 10 10
EBUS/FNA/thin corePaucicellular30 slides YES YES usually
Maybe?sensitivity
False negatives
Unlikely No No
EBUS/FNA/thin coreCellular20‐30 slides YES YES YES YES Possible No
Yes, dependsOn triage
3 cores/3 blocksEach with tumorOne 50% tumor60‐90 slides
YES YES YES YES YES PossibleYes, depends on triage
Wedge/surgical> 90 slides YES YES YES YES YES YES YES
“Adequate”For what?
CELL BLOCK
H&E IHC FISH MutationMulti‐exon
Multigene/NGS EXOME/WES CLINICAL TRIAL
CELLS (MINIMUM) ~ 20 ~20 50 200‐500 500‐25K 20K‐120K ?
SLIDES 1‐2 7‐10 2 10 10‐20 10 10
EBUS/FNA/thin coreAdequate for diagnosis
YES YES Unsure
Unsure?sensitivity
False negatives
Unlikely No No
EBUS/FNA/thin coreCellular20‐30 slides YES YES YES YES Possible No
Yes, dependsOn triage
3 cores/3 blocksEach with tumorOne 50% tumor60‐90 slides
YES YES YES YES YES PossibleYes, depends on triage
Wedge/surgical> 90 slides YES YES YES YES YES YES YES
Small sampleHard to predict, hard to triage
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H&E IHC FISH MutationMulti‐exon
Multigene/NGS EXOME/WES CLINICAL TRIAL
CELLS (MINIMUM) ~ 20 ~20 50 200‐500 500‐25K 20K‐120K ?
SLIDES 1‐2 7‐10 2 10 10‐20 10 10
EBUS/FNA/thin corePaucicellular30 slides YES YES usually
Maybe?sensitivity
False negatives
Unlikely No No
EBUS/FNA/thin coreCellular20‐30 slides YES YES YES YES Possible No
Yes, dependsOn triage
3 cores/3 blocksEach with tumorOne 50% tumor60‐90 slides
YES YES YES YES YES PossibleYes, depends on triage
Wedge/surgical> 90 slides YES YES YES YES YES YES YES
Plenty of coresSnatching defeat from the jaws of victory
Put cores in separate blocksCould get 30‐40 from each90‐120instead of 30‐40
H&E IHC FISH MutationMulti‐exon
Multigene/NGS EXOME/WES CLINICAL TRIAL
CELLS (MINIMUM) ~ 20 ~20 50 200‐500 500‐25K 20K‐120K ?
SLIDES 1‐2 7‐10 2 10 10‐20 10 10
EBUS/FNA/thin corePaucicellular30 slides YES YES usually
Maybe?sensitivity
False negatives
Unlikely No No
EBUS/FNA/thin coreCellular20‐30 slides YES YES YES YES Possible No
Yes, dependsOn triage
3 cores/3 blocksEach with tumorOne 50% tumor60‐90 slides
YES YES YES YES YES PossibleYes, depends on triage
Wedge/surgical> 90 slides YES YES YES YES YES YES YES
Liquid biopsy/blood biopsy
• cfDNA approaches
If slides are my currency, is liquid biopsy BITCOIN?
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More examples
<2 mm2 butenough for 50 gene panel and IHC, FISH
Transbronchial biopsy
Bone FNA
No decalcification
<4 mm2 tissue
Successful Hot spot panel ONCOMINE at Weill Cornell
DNA and RNA based, captures mutations and fusions
Oncomine successfulDNA and RNA
KRAS, p53SOX2 amplification
Cytology cell block
36 mm2But 5% tumor
Endobronchial biopsy
2.5 x 3.5 mm8.75 mm230 % tumor
Sufficient for OncomineDNA and RNA
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Tumor mutation Burden
• Concept• More mutations, more mutated proteins, more neoantigens for immune response.
• Need more regions of sequencing than hot spot or Oncomine v1• Tissue requirement is greater
• Still evolving
Transbronchial bx
20 mm2, 75% tumorEnough for OncomineLikely Foundation One and TMB
Core biopsyEnough for OncomineEnough for Foundation One CDx/TMB
6.4 x 5 mm32 mm210‐20% tumor
Will TMB break the bank?
Summary
• Demand is increasing
• Supply needs optimization• Sample processing
• Appropriate test selection
• Better understanding of “currency”• Liquid biopsy as alternate option
Molecular Testing Guideline in Lung CancerCAP/IASLC/AMP – 2018 – Repeat testing• Addressed suitable sample types – cell block, cytology, tissue
• Assays with sensitivity to as little as 20% cancer cells
• Recommended targets – EGFR, ROS1, ALK as minimum stand alone tests or as part of larger panels
• Larger panels could include KRAS, HER2, MET, BRAF and RET
• Unexpected, discordant, equivocal or low confidence – confirmed or resolved using an alternate method or sample
• EGFR mutated lung adenocarcinoma with progression after treatment• For detection of EGFR T790M• Including use of cfDNA methods
• Repeat testing for ALK was not recommended at time of document
Lindeman et al, Arch Pathol Lab Med, 142:321‐346, 2018
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Retesting – sample related
• Inadequate sample• Low cellularity
• Lab might reject it
• If lab does not reject it, result will be free of mutations – false negative
• Utility of KRAS result as part of panel ‐ if detected, suggests sample adequacy
• Testing failure• Low rate overall
Retesting – Test platform
• EGFR mutation specific IHC
• Incorrect analyte or alteration• ALK point mutation vs translocation
• EGFR amplification
• MET immunohistochemistry – use in place of amplification or MET exon 14 skipping detection is not established
• Targeted testing vs. larger panel• Inclusion of rarer variants
• NCCN guidelines “optional” or emerging
EGFR mutated adenocarcinoma
• Post – treatment• Testing for EGFR T790M
• Use of osimertinib after disease progression on first or second generation TKI
• Testing for MET amplification
• Morphologic evaluation – squamous or small cell histology
EGFR mutated adenocarcinoma – post treatment – T790M• “liquid biopsy” – blood sample based testing
• Repeat tissue sample
IASLC Statement paperRolfo et al, JTO 13:1248, 2018
EGFR mutated adenocarcinoma
• Use of osimertinib upfront may limit need for T790M testing
• HOWEVER – osimertinib resistance (Oxnard et al, JAMA Oncology 2018)
• EGFR C797S mutation with maintained T790M• Note L792 and L718 also reported by Yang et al, Clin Cancer Res, 2018
• PIK3CA mutation
• T790M loss• Small cell (or squamous)
• MET amplification
• BRAF mutation
• Single examples of fusions and KRAS Q61K
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ALK translocation – crizotinib therapy
• Ceritinib, alectinib, brigatinib in crizotinib resistance• Ceritinib and alectinib can be used as initial therapy
• Alectinib (Peters et al, NEJM, 2017)
• Emergence of point mutations on crizotinib
• Emergence of point mutation on alectinib and ceritinib• ? More frequent?
Gainor et al, 2016 Gainor et al, Cancer Discovery, 2016
Start on crizotinib – develop resistance
Switch to which drug?Might pick drug with 0% for that alteration
So L1196M – might pick BrigatinibG1269A – might pick severalG1202R ‐ ?none
Common confusion
• Mutations versus polymorphisms• Is it the tumor or just population variation
• Non‐deleterious mutations• What do these mean?
• ALK – translocation versus point mutation• Pick the right test for treated patient
• KRAS mutations and cigarette smoking
• MET amplification versus splice site mutation versus polymorphisms• Target analyte matters!
Retesting for molecular alterations
• If initial test on low cellularity sample and without mutations
• Wrong test or desire for expanded panel (no driver detected)
• Post targeted therapy – targets differ
Goals
• Definitions• Test examples
• Analytes
• Reasons for testing
• Sample types and tissue triage• Maximizing supply
• Determining molecular adequacy
• Examples
• Retesting