Evidence map›Paper›PMID 33781308›Full record

ArticleGenome biology2021

Comprehensive identification of somatic nucleotide variants in human brain tissue.

Yifan Wang, Taejeong Bae, Jeremy Thorpe, Maxwell A Sherman, Attila G Jones, Sean Cho, Kenneth Daily, Yanmei Dou, Javier Ganz, Alon Galor and 41 more

Open access · goldAbstract read
In one paragraph

Article in Genome biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.

0numbers the graph read from it
0cells of the map it votes in
34citing papers in PubMed
3.4field-weighted citation impact, top 6% 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, 48 citations in OpenAlex.

  1. Article
  2. Article
  3. Disease insights from brain somatic mosaicism.Experimental & molecular medicine · 2026
    Review
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  11. Backtracking Cell Phylogenies in the Human Brain with Somatic Mosaic Variants.Methods in molecular biology (Clifton, N.J.) · 2025
    Article
  12. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

51 authors at 15 institutions in 2 countries.

Yifan Wang *Department of Human Genetics, University of Michigan Medical School, Ann Arbor, MI, 48109, USA.
Taejeong Bae *Department of Health Sciences Research, Center for Individualized Medicine, Mayo Clinic, Rochester, MN, 55905, USA.
Jeremy Thorpe *Program in Biochemistry, Cellular and Molecular Biology, Johns Hopkins School of Medicine, Baltimore, MD, 21205, USA.
Maxwell A Sherman *Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
Attila G Jones *Department of Cell, Developmental and Regenerative Biology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
Sean ChoDepartment of Neurology, Kennedy Krieger Institute, Baltimore, MD, 21205, USA.
Kenneth DailySage Bionetworks, Seattle, WA, USA.
Yanmei DouDepartment of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
Javier GanzDivision of Genetics and Genomics, Manton Center for Orphan Disease, and Howard Hughes Medical Institute, Boston Children's Hospital, Boston, MA, 02115, USA.
Alon GalorDepartment of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
Irene LobonInstitut de Biologia Evolutiva (CSIC-Universitat Pompeu Fabra), PRBB, 08003, Barcelona, Catalonia, Spain.
Reenal PattniDepartment of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, 94305, USA.
Chaggai RosenbluhDepartment of Cell, Developmental and Regenerative Biology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
Simone TomasiChild Study Center, Yale University, New Haven, CT, 06520, USA.
Livia TomasiniChild Study Center, Yale University, New Haven, CT, 06520, USA.
Xiaoxu YangDepartment of Neurosciences, University of California San Diego, La Jolla, CA, USA.
Bo ZhouDepartment of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, 94305, USA.
Schahram AkbarianFriedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Laurel L BallDepartment of Neurosciences, University of California San Diego, La Jolla, CA, USA.
Sara BizzottoDivision of Genetics and Genomics, Manton Center for Orphan Disease, and Howard Hughes Medical Institute, Boston Children's Hospital, Boston, MA, 02115, USA.
Sarah B EmeryDepartment of Human Genetics, University of Michigan Medical School, Ann Arbor, MI, 48109, USA.
Ryan DoanDivision of Genetics and Genomics, Manton Center for Orphan Disease, and Howard Hughes Medical Institute, Boston Children's Hospital, Boston, MA, 02115, USA.
Liana FaschingChild Study Center, Yale University, New Haven, CT, 06520, USA.
Yeongjun JangDepartment of Health Sciences Research, Center for Individualized Medicine, Mayo Clinic, Rochester, MN, 55905, USA.
David JuanInstitut de Biologia Evolutiva (CSIC-Universitat Pompeu Fabra), PRBB, 08003, Barcelona, Catalonia, Spain.
Esther LizanoInstitut de Biologia Evolutiva (CSIC-Universitat Pompeu Fabra), PRBB, 08003, Barcelona, Catalonia, Spain.
Lovelace J LuquetteDepartment of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
John B MoldovanDepartment of Human Genetics, University of Michigan Medical School, Ann Arbor, MI, 48109, USA.
Rujuta NarurkarLieber Institute for Brain Development, Baltimore, MD, 21205, USA.
Matthew T OetjensDepartment of Human Genetics, University of Michigan Medical School, Ann Arbor, MI, 48109, USA.
Rachel E RodinDivision of Genetics and Genomics, Manton Center for Orphan Disease, and Howard Hughes Medical Institute, Boston Children's Hospital, Boston, MA, 02115, USA.
Shobana SekarDepartment of Health Sciences Research, Center for Individualized Medicine, Mayo Clinic, Rochester, MN, 55905, USA.
Joo Heon ShinLieber Institute for Brain Development, Baltimore, MD, 21205, USA.
Eduardo SorianoDepartment of Cell Biology, Physiology and Immunology, and Institute of Neurosciences, University of Barcelona, 08028, Barcelona, Spain.
Richard E StraubLieber Institute for Brain Development, Baltimore, MD, 21205, USA.
Weichen ZhouDepartment of Computational Medicine and Bioinformatics, University of Michigan Medical School, 100 Washtenaw Avenue, Ann Arbor, MI, 48109, USA.
Andrew ChessDepartment of Cell, Developmental and Regenerative Biology, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
Joseph G GleesonDepartment of Neurosciences, University of California San Diego, La Jolla, CA, USA.
Tomas Marquès-BonetInstitut de Biologia Evolutiva (CSIC-Universitat Pompeu Fabra), PRBB, 08003, Barcelona, Catalonia, Spain.
Peter J ParkDepartment of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
Mette A PetersSage Bionetworks, Seattle, WA, USA.
Jonathan PevsnerDepartment of Neurology, Kennedy Krieger Institute, Baltimore, MD, 21205, USA.
Christopher A WalshDivision of Genetics and Genomics, Manton Center for Orphan Disease, and Howard Hughes Medical Institute, Boston Children's Hospital, Boston, MA, 02115, USA.
Daniel R WeinbergerDepartment of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, MD, 21205, USA.
Brain Somatic Mosaicism Network
Flora M VaccarinoChild Study Center, Yale University, New Haven, CT, 06520, USA.
John V MoranDepartment of Human Genetics, University of Michigan Medical School, Ann Arbor, MI, 48109, USA.
Alexander E UrbanDepartment of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, 94305, USA.
Jeffrey M KiddDepartment of Human Genetics, University of Michigan Medical School, Ann Arbor, MI, 48109, USA.
Ryan E MillsDepartment of Human Genetics, University of Michigan Medical School, Ann Arbor, MI, 48109, USA.
Alexej AbyzovDepartment of Health Sciences Research, Center for Individualized Medicine, Mayo Clinic, Rochester, MN, 55905, USA. Abyzov.Alexej@mayo.edu.ORCID 0000-0001-5405-6729
Broad Institute · USMayo Clinic · USHarvard University · USAllen Institute for Brain Science · USUniversity of Michigan · USWashtenaw Community College · USChildren’s Institute · USSage Bionetworks · USJohns Hopkins University · USKennedy Krieger Institute · USUniversitat Pompeu Fabra · ESYale University · USBiomedical Research Networking Center on Neurodegenerative Diseases · ESInstitució Catalana de Recerca i Estudis Avançats · ESStanford University · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Training Program in Bioinformatics and Integrative GenomicsT32HG002295 · NHGRI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI Peter J Park · 2001 to 2026
$15.8M
Special EquipmentP50HG007735 · NHGRI · STANFORD UNIVERSITY · PI URBAN, ALEXANDER ECKEHART · 2014 to 2018
$15.2M
Cell Identity Determination In Human Brain: Somatic Mutation and Cell LineageR01NS032457 · NINDS · BOSTON CHILDREN'S HOSPITAL · PI Alice Eunjung Lee, Christopher A. Walsh · 1995 to 2026
$12.7M
PREDOCTORAL TRAINING IN GENETICST32GM007544 · NIGMS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MORAN, JOHN V. · 1985 to 2022
$11.3M
1/2-Somatic mosaicism and autism spectrum disorderU01MH106883 · NIMH · BOSTON CHILDREN'S HOSPITAL · PI PARK, PETER J, WALSH, CHRISTOPHER A. · 2015 to 2019
$9.2M
Somatic Mosaicism in Schizophrenia and Control BrainsU01MH106891 · NIMH · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI AKBARIAN, SCHAHRAM, CHESS, ANDREW J · 2015 to 2019
$7.3M
Somatic Mosaicism in the Brain of Tourette SyndromeU01MH106876 · NIMH · YALE UNIVERSITY · PI VACCARINO, FLORA M · 2015 to 2019
$6.1M
3/3-Schizophrenia Genetics and Brain Somatic MosaicismU01MH106882 · NIMH · SALK INSTITUTE FOR BIOLOGICAL STUDIES · PI GAGE, FRED H · 2015 to 2019
$5.3M
Mosaicism in focal cortical dysplasias spectrum seen in neuropsychiatric diseaseU01MH108898 · NIMH · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI GLEESON, JOSEPH G · 2015 to 2019
$5.1M
2/3 Schizophrenia Genetics and Brain Somatic MosaicismU01MH106892 · NIMH · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MORAN, JOHN V. · 2015 to 2019
$4.7M
2/2 Somatic mosaicism and autism spectrum disorderU01MH106874 · NIMH · YALE UNIVERSITY · PI SESTAN, NENAD · 2015 to 2019
$4.0M
NCATS NIH HHS UL1 TR001863NHGRI NIH HHS P50 HG007735NHGRI NIH HHS T32 HG002295NIGMS NIH HHS T32 GM007544NIMH NIH HHS F31 MH124393NIMH NIH HHS U01 MH106874NIMH NIH HHS U01 MH106876NIMH NIH HHS U01 MH106882NIMH NIH HHS U01 MH106883NIMH NIH HHS U01 MH106884NIMH NIH HHS U01 MH106891NIMH NIH HHS U01 MH106892NIMH NIH HHS U01 MH106893NIMH NIH HHS U01 MH108898NINDS NIH HHS R01 NS032457
6 · The paper itself

Abstract

backgroundPost-zygotic mutations incurred during DNA replication, DNA repair, and other cellular processes lead to somatic mosaicism. Somatic mosaicism is an established cause of various diseases, including cancers. However, detecting mosaic variants in DNA from non-cancerous somatic tissues poses significant challenges, particularly if the variants only are present in a small fraction of cells.

resultsHere, the Brain Somatic Mosaicism Network conducts a coordinated, multi-institutional study to examine the ability of existing methods to detect simulated somatic single-nucleotide variants (SNVs) in DNA mixing experiments, generate multiple replicates of whole-genome sequencing data from the dorsolateral prefrontal cortex, other brain regions, dura mater, and dural fibroblasts of a single neurotypical individual, devise strategies to discover somatic SNVs, and apply various approaches to validate somatic SNVs. These efforts lead to the identification of 43 bona fide somatic SNVs that range in variant allele fractions from ~ 0.005 to ~ 0.28. Guided by these results, we devise best practices for calling mosaic SNVs from 250× whole-genome sequencing data in the accessible portion of the human genome that achieve 90% specificity and sensitivity. Finally, we demonstrate that analysis of multiple bulk DNA samples from a single individual allows the reconstruction of early developmental cell lineage trees.

conclusionsThis study provides a unified set of best practices to detect somatic SNVs in non-cancerous tissues. The data and methods are freely available to the scientific community and should serve as a guide to assess the contributions of somatic SNVs to neuropsychiatric diseases.

Indexed as

Genetic Association StudiesGenetic VariationAllelesBrainChromosome MappingComputational BiologyGenomicsGerm CellsHigh-Throughput Nucleotide SequencingHumansOrgan SpecificityPolymorphism, Single Nucleotide

Identifiers

PMID33781308
PMCPMC8006362
OpenAlexW3144647617

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