Evidence map›Paper›PMID 33432195›Full record

ArticleNature neuroscience2021

The landscape of somatic mutation in cerebral cortex of autistic and neurotypical individuals revealed by ultra-deep whole-genome sequencing.

Rachel E Rodin, Yanmei Dou, Minseok Kwon, Maxwell A Sherman, Alissa M D'Gama, Ryan N Doan, Lariza M Rento, Kelly M Girskis, Craig L Bohrson, Sonia N Kim and 6 more

Erratum issuedOpen access · greenAbstract read
In one paragraph

Article in Nature neuroscience, 2021. 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 87 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
87citing papers in PubMed, 1 pooled it
21.6field-weighted citation impact, top 1% 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

87 citing papers in PubMed, 1 synthesis or guideline pooled it, 132 citations in OpenAlex.

  1. Pooled it
  2. Autologous cord bloodWorld journal of clinical pediatrics · 2025
    Trial
  3. Pervasive Somatic Mutations inbioRxiv : the preprint server for biology · 2026
    Article
  4. Review
  5. Article
  6. Article
  7. Review
  8. Disease insights from brain somatic mosaicism.Experimental & molecular medicine · 2026
    Review
  9. Article
  10. Review
  11. Review
  12. Review
  13. Article
  14. Article
  15. Review
  16. Article
  17. Review
  18. Article
  19. Article
  20. Article

27 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

16 authors at 19 institutions in 2 countries.

Rachel E Rodin *Division of Genetics and Genomics, Manton Center for Orphan Disease Research, and Howard Hughes Medical Institute, Boston Children's Hospital, Boston, MA, USA.
Yanmei Dou *Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
Minseok KwonDepartment of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
Maxwell A ShermanDepartment of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.ORCID http://orcid.org/0000-0002-5297-9252
Alissa M D'GamaDivision of Genetics and Genomics, Manton Center for Orphan Disease Research, and Howard Hughes Medical Institute, Boston Children's Hospital, Boston, MA, USA.
Ryan N DoanDivision of Genetics and Genomics, Manton Center for Orphan Disease Research, and Howard Hughes Medical Institute, Boston Children's Hospital, Boston, MA, USA.
Lariza M RentoDivision of Genetics and Genomics, Manton Center for Orphan Disease Research, and Howard Hughes Medical Institute, Boston Children's Hospital, Boston, MA, USA.
Kelly M GirskisDivision of Genetics and Genomics, Manton Center for Orphan Disease Research, and Howard Hughes Medical Institute, Boston Children's Hospital, Boston, MA, USA.
Craig L BohrsonDepartment of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
Sonia N KimDivision of Genetics and Genomics, Manton Center for Orphan Disease Research, and Howard Hughes Medical Institute, Boston Children's Hospital, Boston, MA, USA.
Ajay NadigDivision of Genetics and Genomics, Manton Center for Orphan Disease Research, and Howard Hughes Medical Institute, Boston Children's Hospital, Boston, MA, USA.
Lovelace J LuquetteDepartment of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.ORCID http://orcid.org/0000-0001-6968-9043
Doga C GulhanDepartment of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
Brain Somatic Mosaicism Network
Peter J ParkDepartment of Biomedical Informatics, Harvard Medical School, Boston, MA, USA. peter_park@hms.harvard.edu.ORCID http://orcid.org/0000-0001-9378-960X
Christopher A WalshDivision of Genetics and Genomics, Manton Center for Orphan Disease Research, and Howard Hughes Medical Institute, Boston Children's Hospital, Boston, MA, USA. Christopher.walsh@childrens.harvard.edu.ORCID http://orcid.org/0000-0002-0156-2238
Boston Children's Hospital · USHarvard University · USUniversity of Michigan · USNational Institute of Mental Health · USUniversitat Pompeu Fabra · ESLieber Institute for Brain Development · USYale University · USBroad Institute · USKennedy Krieger Institute · USSalk Institute for Biological Studies · USUniversity of California San Diego · USIcahn School of Medicine at Mount Sinai · USMayo Clinic in Arizona · USBrigham and Women's Hospital · USSage Bionetworks · USStanford University · USUniversity of California, Los Angeles · USRockefeller University · USUniversity of Virginia · US

Funding

Medical Scientist Training ProgramT32GM007753 · NIGMS · HARVARD UNIVERSITY (MEDICAL SCHOOL) · PI WALENSKY, LOREN DAVID · 1985 to 2021
$50.0M
Research ProjectP50MH106933 · NIMH · HARVARD MEDICAL SCHOOL · PI KOHANE, ISAAC S. · 2014 to 2018
$17.0M
University of Michigan Training Program in Genomic ScienceT32HG000040 · NHGRI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Sebastian Zoellner · 1995 to 2026
$16.4M
Training Program in Bioinformatics and Integrative GenomicsT32HG002295 · NHGRI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI Peter J Park · 2001 to 2026
$15.8M
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
Sleep and Circadian Dysfunction, Brain and Neurobehavioral Development in AutismP50HD103538 · NICHD · HUGO W. MOSER RES INST KENNEDY KRIEGER · PI S. Ali Fatemi, Bradley L Schlaggar · 2020 to 2026
$9.9M
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
Mouse Neurodevelopmental Behavior CoreU54HD090255 · NICHD · BOSTON CHILDREN'S HOSPITAL · PI POMEROY, SCOTT LOREN · 2016 to 2020
$5.2M
NHGRI NIH HHS T32 HG000040NHGRI NIH HHS T32 HG002295NICHD NIH HHS P50 HD103538NICHD NIH HHS U54 HD090255NIGMS NIH HHS T32 GM007544NIGMS NIH HHS T32 GM007753NIMH NIH HHS F31 MH124393NIMH NIH HHS P50 MH106933NIMH 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 NS032457U.S. Department of Health & Human Services | NIH | National Human Genome Research Institute (NHGRI) T32HG002295U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (NIGMS) T32GM007753U.S. Department of Health & Human Services | NIH | National Institute of Mental Health (NIMH) P50MH106933U.S. Department of Health & Human Services | NIH | National Institute of Mental Health (NIMH) U01MH106883U.S. Department of Health & Human Services | NIH | National Institute of Neurological Disorders and Stroke (NINDS) R01NS032457
6 · The paper itself

Abstract

We characterize the landscape of somatic mutations-mutations occurring after fertilization-in the human brain using ultra-deep (~250×) whole-genome sequencing of prefrontal cortex from 59 donors with autism spectrum disorder (ASD) and 15 control donors. We observe a mean of 26 somatic single-nucleotide variants per brain present in ≥4% of cells, with enrichment of mutations in coding and putative regulatory regions. Our analysis reveals that the first cell division after fertilization produces ~3.4 mutations, followed by 2-3 mutations in subsequent generations. This suggests that a typical individual possesses ~80 somatic single-nucleotide variants present in ≥2% of cells-comparable to the number of de novo germline mutations per generation-with about half of individuals having at least one potentially function-altering somatic mutation somewhere in the cortex. ASD brains show an excess of somatic mutations in neural enhancer sequences compared with controls, suggesting that mosaic enhancer mutations may contribute to ASD risk.

Indexed as

Autism Spectrum DisorderCell DivisionChromatinEmbryonic DevelopmentEpigenesis, GeneticExonsFemaleGene Regulatory NetworksGenetic Predisposition to DiseaseGenome, HumanGerm-Line MutationHigh-Throughput Nucleotide SequencingHumansPolymorphism, Single NucleotidePrefrontal CortexPregnancyChromatin

Identifiers

PMID33432195
PMCPMC7983596
OpenAlexW3120966537

What OpenQuestion holds

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Read underepoch 390

Registered trials

None linked

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.