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Patterns and functional implications of rare germline variants across 12 cancer types.


ABSTRACT: Large-scale cancer sequencing data enable discovery of rare germline cancer susceptibility variants. Here we systematically analyse 4,034 cases from The Cancer Genome Atlas cancer cases representing 12 cancer types. We find that the frequency of rare germline truncations in 114 cancer-susceptibility-associated genes varies widely, from 4% (acute myeloid leukaemia (AML)) to 19% (ovarian cancer), with a notably high frequency of 11% in stomach cancer. Burden testing identifies 13 cancer genes with significant enrichment of rare truncations, some associated with specific cancers (for example, RAD51C, PALB2 and MSH6 in AML, stomach and endometrial cancers, respectively). Significant, tumour-specific loss of heterozygosity occurs in nine genes (ATM, BAP1, BRCA1/2, BRIP1, FANCM, PALB2 and RAD51C/D). Moreover, our homology-directed repair assay of 68 BRCA1 rare missense variants supports the utility of allelic enrichment analysis for characterizing variants of unknown significance. The scale of this analysis and the somatic-germline integration enable the detection of rare variants that may affect individual susceptibility to tumour development, a critical step toward precision medicine.

SUBMITTER: Lu C 

PROVIDER: S-EPMC4703835 | biostudies-other | 2015 Dec

REPOSITORIES: biostudies-other

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Patterns and functional implications of rare germline variants across 12 cancer types.

Lu Charles C   Xie Mingchao M   Wendl Michael C MC   Wang Jiayin J   McLellan Michael D MD   Leiserson Mark D M MD   Huang Kuan-Lin KL   Wyczalkowski Matthew A MA   Jayasinghe Reyka R   Banerjee Tapahsama T   Ning Jie J   Tripathi Piyush P   Zhang Qunyuan Q   Niu Beifang B   Ye Kai K   Schmidt Heather K HK   Fulton Robert S RS   McMichael Joshua F JF   Batra Prag P   Kandoth Cyriac C   Bharadwaj Maheetha M   Koboldt Daniel C DC   Miller Christopher A CA   Kanchi Krishna L KL   Eldred James M JM   Larson David E DE   Welch John S JS   You Ming M   Ozenberger Bradley A BA   Govindan Ramaswamy R   Walter Matthew J MJ   Ellis Matthew J MJ   Mardis Elaine R ER   Graubert Timothy A TA   Dipersio John F JF   Ley Timothy J TJ   Wilson Richard K RK   Goodfellow Paul J PJ   Raphael Benjamin J BJ   Chen Feng F   Johnson Kimberly J KJ   Parvin Jeffrey D JD   Ding Li L  

Nature communications 20151222


Large-scale cancer sequencing data enable discovery of rare germline cancer susceptibility variants. Here we systematically analyse 4,034 cases from The Cancer Genome Atlas cancer cases representing 12 cancer types. We find that the frequency of rare germline truncations in 114 cancer-susceptibility-associated genes varies widely, from 4% (acute myeloid leukaemia (AML)) to 19% (ovarian cancer), with a notably high frequency of 11% in stomach cancer. Burden testing identifies 13 cancer genes with  ...[more]

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