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Development of rules for the
interpretation of mismatch repair
gene variants based on the 5-tiered
IARC classification system
On behalf of the InSiGHT Variant
Interpretation Committee
5° Biennial Human Variome Project Meeting
Paris, 22-05-2014
INTERNATIONAL SOCIETYINTERNATIONAL SOCIETY
FOR GASTROINTESTINALFOR GASTROINTESTINAL
HEREDITARY TUMOURSHEREDITARY TUMOURS
DEPT. MEDICAL GENETICSDEPT. MEDICAL GENETICS
CATHOLIC UNIVERSITYCATHOLIC UNIVERSITY
ROMEROME
Human Mutation (2008) 29:1282–1291.
InSiGHT Mutation Database:
data cleaning, nomenclature standardization and systematic data review
12,645 MMR gene submissions
10 Source
unknown / non-
existant
3,468 nomenclature alterations
(12 not resolvable)
Duplicate entries resolved
230 Somatic
7 EPCAM
132 Synthetic
2,360 unique
constitutional MMR
gene variants
(MSH2, MLH1, MSH6, PMS2)
Criteria development process
• Used modified Delphi approach
– http://en.wikipedia.org/wiki/Delphi_method
• Evolution of criteria
– Started with the 117 most commonly cited variants with
discordant interpretation
– Iterative amendments & clarifications over 12 meetings
• Quantitative (multifactorial) or qualitative evidence
considered
• Work towards fully quantitative (Bayesian),
recognising limits
– Calibration of in silico algorithms
Current Multifactorial
Likelihood Model
Quantitative
classification
MMR
Sequence
Variant
+ =
Thompson et al Hum Mutat, 2013. 34(1): p.200-09.
Require ≥2 data points to promote robust
classification
QUALITATIVE RULES:
POINTS OF EVIDENCE
a. Co-segregation
b. Tumor molecular characteristics: MSI, IHC (BRAF)
c. Population frequency
d. Risk estimated from case-control studies
e. Presence of the variant on different haplotypes across LS
families
f. Type of sequence variation
g. Functional protein assays
h. mRNA assays
i. Co-occurrence of the variant with a clearly pathogenic
variant in the same gene and CMMRD phenotype
Qualitative points of evidence
5’…TCT CAA AAA TTT ACG…3’
S Q K F T
5’…TCT CAA TAA TTT ACG…3’
S Q *
Sequence-based
Segregation data Tumour data Frequency data Co-occurrence
in trans
In vitro data
Presence/absence
of haematological
malignancies,
childhood cancers –
CMMR-D phenotype
Clinical/molecular Functional
• Major issue in
classification process
was conflicting data from
functional assays
• Functional assay
subcommittee formed to
tackle the issue
• Flowchart developed to
assist assay
interpretation
Functional assay interpretation
Class 5
Pathogenic:
Class 4 Likely
pathogenic:
Class 3
Uncertain:
Class 2 Likely
not pathogenic:
4 points of evidence:
Abrogated function
or CMMRD or
different
background
haplotypes
Co-segregation
with disease (~LR
10:1)
≥2 tumors with LS
molecular
phenotype
Absence in 1000
genomes
PP >0.99
or
Nonsense/frameshi
ft
Full inactivation of
variant allele by
splicing aberration
Large deletion
Large duplication
confirmed to
encode a frameshift
leading to NMD
or
or
or
or
2 points of evidence:
PP 0.95-0.99
Canonical splice
site, untested for
splicing
Co-segregation
with disease
(~LR 5:1)
Or
≥2 tumors with LS
molecular
phenotype
Abrogated function
or CMMRD or
different
background
haplotypes
or
or
Synonymous or
intronic variant
with no mRNA
aberration
AF ≥1% in specific
ethnic group
2 points of evidence if
proficient function,
otherwise 3 points of
evidence required:
Proficient function
or co-occurrence
with no CMMRD
AF 0.01-1%
No co-segregation
with disease
(~LR 0.01:1)
≥3 MSS CRC or
inconsistent IHC
tumors
Odds Ratio with
upper 95% CI <5 in
case-control
studies
PP 0.001-0.049
or
or
or
Class 1 Not
pathogenic:
3 points of evidence if
proficient function,
otherwise 4 points of
evidence required:
AF ≥1% in control
reference groups
Proficient function
or co-occurrence
with no CMMRD
AF 0.01-1%
No co-segregation
with disease
(~LR 0.01:1)
≥3 MSS CRC or
inconsistent IHC
tumors
Odds Ratio with
upper 95% CI <4 in
case-control
studies
PP <0.001
or
or
Insufficient
evidence to
classify
PP 0.05-0.949
or
Nature Genetics 46, 107–115 (2014)
Rationale underlying Class 5
criteria
Class 5: evidence from tumor
molecular pathology
Criterion
• > 2 tumors with MSI-H
and/or appropriate IHC loss
Rationale
• Provides evidence that the
variant is associated with
the clinical phenotype.
Assumed conservative LR >
5:1 for tumor data
Transparent presentation of summary
data for classifications
www.insight-group.org/classifications
Future Perspectives
• Rule revision (ie, de novo mutations)
• Revise classifications
• Gene-specific rules
• Intermediate penetrance variants
• Further genes (APC, MUTYH,…)
InSiGHT Variant Interpretation Committee (VIC)
Bryony A. Thompson
Amanda B. Spurdle
Marc Greenblatt
John-Paul Plazzer
Kiwamu Akagi
Fahd Al-Mulla
Bharati Bapat
Inge Bernstein
Gabriel Capella
Johan T den Dunnen
Desiree du Sart
Mark Farrell
Susan Farrington
Ian Frayling
Established Yokohama, 2007
Ming Qi
Rajkumar Ramesar
Brigitte Royer-Pokora
Rodney Scott
Rolf Sijmons
Carli Tops
Thomas Weber
Juul Wijnen
Michael Woods
Lene Rasmussen
David Goldgar
Sean Tavtigian
Finlay Macrae
Maurizio Genuardi
Thierry Frebourg
Chris Heinen
Elke Holinski-Feder
Maija Kohonen-Corish
Suet Yi Leung
Annika Lindblom
Kristina Lagerstedt
Alexandra Martins
Pal Moller
Monika Morak
Minna Nystrom
Aurelie Fabre
Paivi Peltomaki
Marta Pineda

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Development of rules for the interpretation of mismatch repair gene variants based on the 5-tiered IARC classification system - Maurizio Genuardi

  • 1. Development of rules for the interpretation of mismatch repair gene variants based on the 5-tiered IARC classification system On behalf of the InSiGHT Variant Interpretation Committee 5° Biennial Human Variome Project Meeting Paris, 22-05-2014 INTERNATIONAL SOCIETYINTERNATIONAL SOCIETY FOR GASTROINTESTINALFOR GASTROINTESTINAL HEREDITARY TUMOURSHEREDITARY TUMOURS DEPT. MEDICAL GENETICSDEPT. MEDICAL GENETICS CATHOLIC UNIVERSITYCATHOLIC UNIVERSITY ROMEROME
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  • 4. Human Mutation (2008) 29:1282–1291.
  • 5. InSiGHT Mutation Database: data cleaning, nomenclature standardization and systematic data review 12,645 MMR gene submissions 10 Source unknown / non- existant 3,468 nomenclature alterations (12 not resolvable) Duplicate entries resolved 230 Somatic 7 EPCAM 132 Synthetic 2,360 unique constitutional MMR gene variants (MSH2, MLH1, MSH6, PMS2)
  • 6. Criteria development process • Used modified Delphi approach – http://en.wikipedia.org/wiki/Delphi_method • Evolution of criteria – Started with the 117 most commonly cited variants with discordant interpretation – Iterative amendments & clarifications over 12 meetings • Quantitative (multifactorial) or qualitative evidence considered • Work towards fully quantitative (Bayesian), recognising limits – Calibration of in silico algorithms
  • 7. Current Multifactorial Likelihood Model Quantitative classification MMR Sequence Variant + = Thompson et al Hum Mutat, 2013. 34(1): p.200-09. Require ≥2 data points to promote robust classification
  • 8. QUALITATIVE RULES: POINTS OF EVIDENCE a. Co-segregation b. Tumor molecular characteristics: MSI, IHC (BRAF) c. Population frequency d. Risk estimated from case-control studies e. Presence of the variant on different haplotypes across LS families f. Type of sequence variation g. Functional protein assays h. mRNA assays i. Co-occurrence of the variant with a clearly pathogenic variant in the same gene and CMMRD phenotype
  • 9. Qualitative points of evidence 5’…TCT CAA AAA TTT ACG…3’ S Q K F T 5’…TCT CAA TAA TTT ACG…3’ S Q * Sequence-based Segregation data Tumour data Frequency data Co-occurrence in trans In vitro data Presence/absence of haematological malignancies, childhood cancers – CMMR-D phenotype Clinical/molecular Functional
  • 10. • Major issue in classification process was conflicting data from functional assays • Functional assay subcommittee formed to tackle the issue • Flowchart developed to assist assay interpretation Functional assay interpretation
  • 11. Class 5 Pathogenic: Class 4 Likely pathogenic: Class 3 Uncertain: Class 2 Likely not pathogenic: 4 points of evidence: Abrogated function or CMMRD or different background haplotypes Co-segregation with disease (~LR 10:1) ≥2 tumors with LS molecular phenotype Absence in 1000 genomes PP >0.99 or Nonsense/frameshi ft Full inactivation of variant allele by splicing aberration Large deletion Large duplication confirmed to encode a frameshift leading to NMD or or or or 2 points of evidence: PP 0.95-0.99 Canonical splice site, untested for splicing Co-segregation with disease (~LR 5:1) Or ≥2 tumors with LS molecular phenotype Abrogated function or CMMRD or different background haplotypes or or Synonymous or intronic variant with no mRNA aberration AF ≥1% in specific ethnic group 2 points of evidence if proficient function, otherwise 3 points of evidence required: Proficient function or co-occurrence with no CMMRD AF 0.01-1% No co-segregation with disease (~LR 0.01:1) ≥3 MSS CRC or inconsistent IHC tumors Odds Ratio with upper 95% CI <5 in case-control studies PP 0.001-0.049 or or or Class 1 Not pathogenic: 3 points of evidence if proficient function, otherwise 4 points of evidence required: AF ≥1% in control reference groups Proficient function or co-occurrence with no CMMRD AF 0.01-1% No co-segregation with disease (~LR 0.01:1) ≥3 MSS CRC or inconsistent IHC tumors Odds Ratio with upper 95% CI <4 in case-control studies PP <0.001 or or Insufficient evidence to classify PP 0.05-0.949 or
  • 12. Nature Genetics 46, 107–115 (2014) Rationale underlying Class 5 criteria
  • 13. Class 5: evidence from tumor molecular pathology Criterion • > 2 tumors with MSI-H and/or appropriate IHC loss Rationale • Provides evidence that the variant is associated with the clinical phenotype. Assumed conservative LR > 5:1 for tumor data
  • 14. Transparent presentation of summary data for classifications www.insight-group.org/classifications
  • 15. Future Perspectives • Rule revision (ie, de novo mutations) • Revise classifications • Gene-specific rules • Intermediate penetrance variants • Further genes (APC, MUTYH,…)
  • 16. InSiGHT Variant Interpretation Committee (VIC) Bryony A. Thompson Amanda B. Spurdle Marc Greenblatt John-Paul Plazzer Kiwamu Akagi Fahd Al-Mulla Bharati Bapat Inge Bernstein Gabriel Capella Johan T den Dunnen Desiree du Sart Mark Farrell Susan Farrington Ian Frayling Established Yokohama, 2007 Ming Qi Rajkumar Ramesar Brigitte Royer-Pokora Rodney Scott Rolf Sijmons Carli Tops Thomas Weber Juul Wijnen Michael Woods Lene Rasmussen David Goldgar Sean Tavtigian Finlay Macrae Maurizio Genuardi Thierry Frebourg Chris Heinen Elke Holinski-Feder Maija Kohonen-Corish Suet Yi Leung Annika Lindblom Kristina Lagerstedt Alexandra Martins Pal Moller Monika Morak Minna Nystrom Aurelie Fabre Paivi Peltomaki Marta Pineda