Tumour characteristics provide evidence for germline mismatch repair missense variant pathogenicity

MSH2 PMS2系统 林奇综合征 MSH6型 微卫星不稳定性 MLH1 错义突变 生物 遗传学 生殖系 医学遗传学 生物信息学 种系突变 等位基因 DNA错配修复 癌症 微卫星 基因 突变 结直肠癌
作者
Shuwei Li,Dajun Qian,Bryony A. Thompson,Stephanie Gutierrez,Sitao Wu,Tina Pesaran,Holly LaDuca,Hsiao‐Mei Lu,Elizabeth Chao,Mary Helen Black
出处
期刊:Journal of Medical Genetics [BMJ]
卷期号:57 (1): 62-69 被引量:10
标识
DOI:10.1136/jmedgenet-2019-106096
摘要

Pathogenic variants in mismatch repair (MMR) genes (MLH1, MSH2, MSH6 and PMS2) increase risk for Lynch syndrome and related cancers. We quantified tumour characteristics to assess variant pathogenicity for germline MMR genes.Among 4740 patients with cancer with microsatellite instability (MSI) and immunohistochemical (IHC) results, we tested MMR pathogenic variant association with MSI/IHC status, and estimated likelihood ratios which we used to compute a tumour characteristic likelihood ratio (TCLR) for each variant. Predictive performance of TCLR in combination with in silico predictors, and a multifactorial variant prediction (MVP) model that included allele frequency, co-occurrence, co-segregation, and clinical and family history information was assessed.Compared with non-carriers, carriers of germline pathogenic/likely pathogenic (P/LP) variants were more likely to have abnormal MSI/IHC status (p<0.0001). Among 150 classified missense variants, 73.3% were accurately predicted with TCLR alone. Models leveraging in silico scores as prior probabilities accurately classified >76.7% variants. Adding TCLR as quantitative evidence in an MVP model (MVP +TCLRPred) increased the proportion of accurately classified variants from 88.0% (MVP alone) to 98.0% and generated optimal performance statistics among all models tested. Importantly, MVP +TCLRPred resulted in the high yield of predicted classifications for missense variants of unknown significance (VUS); among 193 VUS, 62.7% were predicted as P/PL or benign/likely benign (B/LB) when assessed according to American College of Medical Genetics and Genomics/Association for Molecular Pathology guidelines.Our study demonstrates that when used separately or in conjunction with other evidence, tumour characteristics provide evidence for germline MMR missense variant assessment, which may have important implications for genetic testing and clinical management.
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