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Saturation-scale functional evidence supports clinical variant interpretation in Lynch syndrome
by
Chamberlin, Adam
, Karam, Rachid
, Kitzman, Jacob O.
, Scott, Anthony
, Hernandez, Felicia
, Smith, Cathy
in
Animal Genetics and Genomics
/ Bioinformatics
/ Biomedical and Life Sciences
/ Colorectal Neoplasms, Hereditary Nonpolyposis - genetics
/ Evolutionary Biology
/ genes
/ Genetic Predisposition to Disease
/ Genetic Testing - methods
/ Genotype
/ Human Genetics
/ Humans
/ Life Sciences
/ Microbial Genetics and Genomics
/ MutS Homolog 2 Protein - genetics
/ Plant Genetics and Genomics
/ risk
/ taxonomic revisions
/ Towards an atlas of variant effects
2022
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Saturation-scale functional evidence supports clinical variant interpretation in Lynch syndrome
by
Chamberlin, Adam
, Karam, Rachid
, Kitzman, Jacob O.
, Scott, Anthony
, Hernandez, Felicia
, Smith, Cathy
in
Animal Genetics and Genomics
/ Bioinformatics
/ Biomedical and Life Sciences
/ Colorectal Neoplasms, Hereditary Nonpolyposis - genetics
/ Evolutionary Biology
/ genes
/ Genetic Predisposition to Disease
/ Genetic Testing - methods
/ Genotype
/ Human Genetics
/ Humans
/ Life Sciences
/ Microbial Genetics and Genomics
/ MutS Homolog 2 Protein - genetics
/ Plant Genetics and Genomics
/ risk
/ taxonomic revisions
/ Towards an atlas of variant effects
2022
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Saturation-scale functional evidence supports clinical variant interpretation in Lynch syndrome
by
Chamberlin, Adam
, Karam, Rachid
, Kitzman, Jacob O.
, Scott, Anthony
, Hernandez, Felicia
, Smith, Cathy
in
Animal Genetics and Genomics
/ Bioinformatics
/ Biomedical and Life Sciences
/ Colorectal Neoplasms, Hereditary Nonpolyposis - genetics
/ Evolutionary Biology
/ genes
/ Genetic Predisposition to Disease
/ Genetic Testing - methods
/ Genotype
/ Human Genetics
/ Humans
/ Life Sciences
/ Microbial Genetics and Genomics
/ MutS Homolog 2 Protein - genetics
/ Plant Genetics and Genomics
/ risk
/ taxonomic revisions
/ Towards an atlas of variant effects
2022
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Saturation-scale functional evidence supports clinical variant interpretation in Lynch syndrome
Journal Article
Saturation-scale functional evidence supports clinical variant interpretation in Lynch syndrome
2022
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Overview
Background
Lynch syndrome (LS) is a cancer predisposition syndrome affecting more than 1 in every 300 individuals worldwide. Clinical genetic testing for LS can be life-saving but is complicated by the heavy burden of variants of uncertain significance (VUS), especially missense changes.
Result
To address this challenge, we leverage a multiplexed analysis of variant effect (MAVE) map covering >94% of the 17,746 possible missense variants in the key LS gene
MSH2
. To establish this map’s utility in large-scale variant reclassification, we overlay it on clinical databases of >15,000 individuals with LS gene variants uncovered during clinical genetic testing. We validate these functional measurements in a cohort of individuals with paired tumor-normal test results and find that MAVE-based function scores agree with the clinical interpretation for every one of the
MSH2
missense variants with an available classification. We use these scores to attempt reclassification for 682 unique missense VUS, among which 34 scored as deleterious by our function map, in line with previously published rates for other cancer predisposition genes. Combining functional data and other evidence, ten missense VUS are reclassified as pathogenic/likely pathogenic, and another 497 could be moved to benign/likely benign. Finally, we apply these functional scores to paired tumor-normal genetic tests and identify a subset of patients with biallelic somatic loss of function, reflecting a sporadic Lynch-like Syndrome with distinct implications for treatment and relatives’ risk.
Conclusion
This study demonstrates how high-throughput functional assays can empower scalable VUS resolution and prospectively generate strong evidence for variant classification.
Publisher
BioMed Central,BMC
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