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

Author

Listed:
  • Charles Lu

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • Mingchao Xie

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis)

  • Michael C. Wendl

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis
    Washington University in St. Louis)

  • Jiayin Wang

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Present Address: School of Management, Xi'an Jiaotong University, Xi'an, Shanxi, China.)

  • Michael D. McLellan

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • Mark D. M. Leiserson

    (Brown University
    Center for Computational Molecular Biology, Brown University)

  • Kuan-lin Huang

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • Matthew A. Wyczalkowski

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • Reyka Jayasinghe

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • Tapahsama Banerjee

    (The Ohio State University Comprehensive Cancer Center)

  • Jie Ning

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • Piyush Tripathi

    (Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • Qunyuan Zhang

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • Beifang Niu

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • Kai Ye

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis)

  • Heather K. Schmidt

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • Robert S. Fulton

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis)

  • Joshua F. McMichael

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • Prag Batra

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • Cyriac Kandoth

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • Maheetha Bharadwaj

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • Daniel C. Koboldt

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • Christopher A. Miller

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • Krishna L. Kanchi

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • James M. Eldred

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • David E. Larson

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis)

  • John S. Welch

    (Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Siteman Cancer Center, Washington University in St Louis)

  • Ming You

    (Medical College of Wisconsin)

  • Bradley A. Ozenberger

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA)

  • Ramaswamy Govindan

    (Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Siteman Cancer Center, Washington University in St Louis)

  • Matthew J. Walter

    (Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Siteman Cancer Center, Washington University in St Louis)

  • Matthew J. Ellis

    (Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Siteman Cancer Center, Washington University in St Louis)

  • Elaine R. Mardis

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis
    Siteman Cancer Center, Washington University in St Louis)

  • Timothy A. Graubert

    (Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Siteman Cancer Center, Washington University in St Louis)

  • John F. Dipersio

    (Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Siteman Cancer Center, Washington University in St Louis)

  • Timothy J. Ley

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis
    Siteman Cancer Center, Washington University in St Louis)

  • Richard K. Wilson

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis
    Siteman Cancer Center, Washington University in St Louis)

  • Paul J. Goodfellow

    (The Ohio State University Comprehensive Cancer Center)

  • Benjamin J. Raphael

    (Brown University
    Center for Computational Molecular Biology, Brown University)

  • Feng Chen

    (Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Siteman Cancer Center, Washington University in St Louis)

  • Kimberly J. Johnson

    (Brown School Master of Public Health Program, Washington University in St Louis)

  • Jeffrey D. Parvin

    (The Ohio State University Comprehensive Cancer Center
    Ohio State University)

  • Li Ding

    (The McDonnell Genome Institute, Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis, Forest Park Avenue, Campus Box 8501, St Louis, Missouri 63108, USA
    Washington University in St. Louis
    Siteman Cancer Center, Washington University in St Louis)

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.

Suggested Citation

  • Charles Lu & Mingchao Xie & Michael C. Wendl & Jiayin Wang & Michael D. McLellan & Mark D. M. Leiserson & Kuan-lin Huang & Matthew A. Wyczalkowski & Reyka Jayasinghe & Tapahsama Banerjee & Jie Ning & , 2015. "Patterns and functional implications of rare germline variants across 12 cancer types," Nature Communications, Nature, vol. 6(1), pages 1-13, December.
  • Handle: RePEc:nat:natcom:v:6:y:2015:i:1:d:10.1038_ncomms10086
    DOI: 10.1038/ncomms10086
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    Cited by:

    1. Wenying Peng & Bin Li & Jin Li & Lianpeng Chang & Jing Bai & Yuting Yi & Rongrong Chen & Yanyan Zhang & Chen Chen & Xingxiang Pu & Meilin Jiang & Jia Li & Rui Zhong & Fang Xu & Bolin Chen & Li Xu & Ni, 2022. "Clinical and genomic features of Chinese lung cancer patients with germline mutations," Nature Communications, Nature, vol. 13(1), pages 1-12, December.

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