Evidence map›Paper›PMID 32958763›Full record

ArticleNature communications2020

Retrospective evaluation of whole exome and genome mutation calls in 746 cancer samples.

Matthew H Bailey, William U Meyerson, Lewis Jonathan Dursi, Liang-Bo Wang, Guanlan Dong, Wen-Wei Liang, Amila Weerasinghe, Shantao Li, Yize Li, Sean Kelso and 11 more

Erratum issuedOpen access · goldAbstract readComparative Study
In one paragraph

Article in Nature communications, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 34 papers.

0numbers the graph read from it
0cells of the map it votes in
34citing papers in PubMed
2.6field-weighted citation impact, top 9% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

34 citing papers in PubMed, 52 citations in OpenAlex.

  1. Microbiome-Genome Crosstalk in Colorectal Cancer: Colibactin Signatures andInternational journal of molecular sciences · 2026
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  10. Molecular tumor board in patients with metastatic breast cancer.Breast cancer research and treatment · 2025
    Article
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  14. Review
  15. Review
  16. Review
  17. Article
  18. Article
  19. Cancer secretome: finding out hidden messages in extracellular secretions.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2023
    Review
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

21 authors at 20 institutions in 36 countries.

Matthew H BaileyThe McDonnell Genome Institute at Washington University, St. Louis, MO, 63108, USA.ORCID http://orcid.org/0000-0003-4526-9727
William U MeyersonYale School of Medicine, Yale University, New Haven, CT, 06520, USA.
Lewis Jonathan DursiComputational Biology Program, Ontario Institute for Cancer Research, Toronto, ON, M5G 0A3, Canada.ORCID http://orcid.org/0000-0002-4697-798X
Liang-Bo WangThe McDonnell Genome Institute at Washington University, St. Louis, MO, 63108, USA.ORCID http://orcid.org/0000-0001-6977-9348
Guanlan DongDivision of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, MO, 63108, USA.ORCID http://orcid.org/0000-0002-4747-6036
Wen-Wei LiangThe McDonnell Genome Institute at Washington University, St. Louis, MO, 63108, USA.
Amila WeerasingheThe McDonnell Genome Institute at Washington University, St. Louis, MO, 63108, USA.ORCID http://orcid.org/0000-0003-3568-5823
Shantao LiProgram in Computational Biology and Bioinformatics, Yale University, New Haven, CT, 06520, USA.ORCID http://orcid.org/0000-0002-5440-2780
Yize LiThe McDonnell Genome Institute at Washington University, St. Louis, MO, 63108, USA.
Sean KelsoDivision of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, MO, 63108, USA.
MC3 Working Group
PCAWG novel somatic mutation calling methods working group
Gordon SaksenaBroad Institute of MIT and Harvard, Cambridge, MA, 02142, USA.ORCID http://orcid.org/0000-0001-6630-7935
Kyle EllrottBiomedical Engineering, Oregon Health and Science University, Portland, OR, 97239, USA.ORCID http://orcid.org/0000-0002-6573-5900
Michael C WendlThe McDonnell Genome Institute at Washington University, St. Louis, MO, 63108, USA.
David A WheelerHuman Genome Sequencing Center, Baylor College of Medicine, Houston, TX, 77030, USA.ORCID http://orcid.org/0000-0002-9056-6299
Gad GetzBroad Institute of MIT and Harvard, Cambridge, MA, 02142, USA.ORCID http://orcid.org/0000-0002-0936-0753
Jared T SimpsonComputational Biology Program, Ontario Institute for Cancer Research, Toronto, ON, M5G 0A3, Canada.
Mark B GersteinProgram in Computational Biology and Bioinformatics, Yale University, New Haven, CT, 06520, USA. mark.gerstein@yale.edu.ORCID http://orcid.org/0000-0002-9746-3719
Li DingThe McDonnell Genome Institute at Washington University, St. Louis, MO, 63108, USA. lding@wustl.edu.
PCAWG Consortium
Ontario Institute for Cancer Research · CABroad Institute · USGerman Cancer Research Center · DEUniversity of North Carolina at Chapel Hill · USThe University of Sydney · AUJames S. McDonnell Foundation · USThe University of Texas MD Anderson Cancer Center · USBGI Group (China) · CNMemorial Sloan Kettering Cancer Center · USEuropean Bioinformatics Institute · GBUniversity of Verona · ITNational Institutes of Health · USWellcome Sanger Institute · GBUniversitat Pompeu Fabra · ESThe University of Queensland · AURoyal Marsden NHS Foundation Trust · GBOregon Health & Science University · USGarvan Institute of Medical Research · AUUniversity of Cambridge · GBThe University of Melbourne · AU

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Hongbiao Carl Lekaye · 1985 to 2026
$347.4M
Tumor Evolution and Metastasis ProgramP30CA016672 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Fabien Delerue · 1985 to 2026
$290.8M
MEDICAL SCIENTIST TRAINING PROGRAMT32GM007205 · NIGMS · YALE UNIVERSITY · PI KAZMIERCZAK, BARBARA I · 1985 to 2019
$42.9M
UNC-CH CENTER FOR ENVIRONMENTAL HEALTH &SUSCEPTIBILITYP30ES010126 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Stephanie Engel · 2001 to 2026
$36.3M
Targeting Oncogenic Pathways in Genetically Complex SarcomasP50CA217694 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI William D. Tap · 2018 to 2026
$21.5M
ELSI Administrative Supplement - Center for Human Reference Genome DiversityU01HG010971 · NHGRI · UNIVERSITY OF CALIFORNIA SANTA CRUZ · PI EICHLER, EVAN, JARVIS, ERICH D · 2019 to 2023
$18.4M
Training Program in Bioinformatics and Integrative GenomicsT32HG002295 · NHGRI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI Peter J Park · 2001 to 2026
$15.8M
DNA Damage Response and Repair of a Broken ChromosomeR35GM127029 · NIGMS · BRANDEIS UNIVERSITY · PI JAMES E HABER · 2018 to 2026
$8.6M
New Integrative Pathway Analysis Methods to Predict Biomedical OutcomesR01GM109031 · NIGMS · UNIVERSITY OF CALIFORNIA SANTA CRUZ · PI STUART, JOSHUA MICHAEL · 2014 to 2018
$2.9M
Structural variation analysis with and without a reference genomeR35GM138212 · NIGMS · UNIVERSITY OF VIRGINIA · PI Zechen Chong · 2020 to 2026
$2.6M
Integrative Cancer Epigenomic Data Analysis Center (ICE-DAC)U24CA210969 · NCI · VAN ANDEL RESEARCH INSTITUTE · PI LAIRD, PETER W · 2016 to 2020
$2.5M
Evaluating ADGRB3 as a tumor suppressor epigenetically silenced in WNT medulloblastomaR01CA235162 · NCI · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI VAN MEIR, ERWIN G. · 2019 to 2024
$2.3M
Cancer Research UK 15874Cancer Research UK 20952Cancer Research UK 22932Cancer Research UK 23433Cancer Research UK 23916Cancer Research UK 23924Cancer Research UK 25813Cancer Research UK 26718Cancer Research UK 27176Cancer Research UK 27815Cancer Research UK 29567Howard Hughes Medical InstituteMedical Research Council MC_UU_12022/2NCI NIH HHS P30 CA008748NCI NIH HHS P50 CA217694NCI NIH HHS R01 CA183793NCI NIH HHS R01 CA235162NCI NIH HHS U24 CA210969NCI NIH HHS U24 CA211006NHGRI NIH HHS T32 HG002295NHGRI NIH HHS U01 HG010971NIEHS NIH HHS P30 ES010126NIGMS NIH HHS R01 GM109031NIGMS NIH HHS R35 GM127029NIGMS NIH HHS R35 GM138212NIGMS NIH HHS T32 GM007205
6 · The paper itself

Abstract

The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC) curated consensus somatic mutation calls using whole exome sequencing (WES) and whole genome sequencing (WGS), respectively. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, which aggregated whole genome sequencing data from 2,658 cancers across 38 tumour types, we compare WES and WGS side-by-side from 746 TCGA samples, finding that ~80% of mutations overlap in covered exonic regions. We estimate that low variant allele fraction (VAF < 15%) and clonal heterogeneity contribute up to 68% of private WGS mutations and 71% of private WES mutations. We observe that ~30% of private WGS mutations trace to mutations identified by a single variant caller in WES consensus efforts. WGS captures both ~50% more variation in exonic regions and un-observed mutations in loci with variable GC-content. Together, our analysis highlights technological divergences between two reproducible somatic variant detection efforts.

Indexed as

MutationBase CompositionDatabases, GeneticDNA, IntergenicExomeExome SequencingExonsGenome, HumanHumansNeoplasmsRetrospective StudiesWhole Genome SequencingDNA, Intergenic

Identifiers

PMID32958763
PMCPMC7505971
OpenAlexW3087075382

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.