Evidence map›Paper›PMID 36163278›Full record

ArticleNature genetics2022

Single-cell genome sequencing of human neurons identifies somatic point mutation and indel enrichment in regulatory elements.

Lovelace J Luquette, Michael B Miller, Zinan Zhou, Craig L Bohrson, Yifan Zhao, Hu Jin, Doga Gulhan, Javier Ganz, Sara Bizzotto, Samantha Kirkham and 10 more

Open access · bronzeAbstract read
In one paragraph

Article in Nature genetics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 70 papers.

0numbers the graph read from it
0cells of the map it votes in
70citing papers in PubMed
8.1field-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

70 citing papers in PubMed, 100 citations in OpenAlex.

  1. Origins and timing of somatic variants in the brain.Current opinion in genetics & development · 2026
    Review
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  13. Disease insights from brain somatic mosaicism.Experimental & molecular medicine · 2026
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10 more citing papers are in PubMed but not listed here.

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

20 authors at 8 institutions in 4 countries.

Lovelace J Luquette *Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.ORCID http://orcid.org/0000-0001-6968-9043
Michael B Miller *Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA.ORCID http://orcid.org/0000-0002-6205-3314
Zinan Zhou *Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA.
Craig L BohrsonDepartment of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
Yifan ZhaoDepartment of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.ORCID http://orcid.org/0000-0003-4829-1428
Hu JinDepartment of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.ORCID http://orcid.org/0000-0002-8657-5686
Doga GulhanDepartment of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
Javier GanzDivision of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA.ORCID http://orcid.org/0000-0002-2370-9819
Sara BizzottoDivision of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA.ORCID http://orcid.org/0000-0001-6644-0306
Samantha KirkhamDivision of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA.ORCID http://orcid.org/0000-0002-5444-6636
Tino HochepiedCenter for Inflammation Research, Flanders Institute for Biotechnolpogy (VIB), Ghent, Belgium.
Claude LibertCenter for Inflammation Research, Flanders Institute for Biotechnolpogy (VIB), Ghent, Belgium.
Alon GalorDepartment of Biomedical Informatics, Harvard Medical School, Boston, MA, USA.
Junho KimDivision of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA.ORCID http://orcid.org/0000-0003-3513-401X
Michael A LodatoDepartment of Molecular, Cell and Cancer Biology, University of Massachusetts Medical School, Worcester, MA, USA.
Juan I GaraycoecheaHubrecht Institute-KNAW, University Medical Center Utrecht, Utrecht, the Netherlands.
Charles GawadDepartment of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA.ORCID http://orcid.org/0000-0002-4728-8203
Jay WestBioSkryb, Durham, NC, USA.
Christopher A WalshDivision of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA. Christopher.Walsh@childrens.harvard.edu.ORCID http://orcid.org/0000-0002-0156-2238
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
Harvard University · USBoston Children's Hospital · USGhent University · BEBroad Institute · USChan Zuckerberg Initiative (United States) · USUniversity Medical Center Utrecht · NLUniversity of Massachusetts Chan Medical School · USZen Bio (United States) · US

Funding

Training Program in Bioinformatics and Integrative GenomicsT32HG002295 · NHGRI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI Peter J Park · 2001 to 2026
$15.8M
VASCULAR, PULMONARY AND RENAL INJURYT32HL007627 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI GIMBRONE, MICHAEL A, MITCHELL, RICHARD N · 1985 to 2019
$12.7M
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
Genetic Analysis and Manipulation Core (GAEC)P50HD105351 · NICHD · BOSTON CHILDREN'S HOSPITAL · PI Hisashi Umemori · 2021 to 2026
$9.4M
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
Rates and mechanisms of age-related somatic mutation in normal and Alzheimer brainR01AG070921 · NIA · BOSTON CHILDREN'S HOSPITAL · PI LEE, ALICE EUNJUNG, WALSH, CHRISTOPHER A. · 2021 to 2025
$4.3M
Development and Application of Computational Methods for Single Cell DNA Sequencing DataR01HG012573 · NHGRI · HARVARD MEDICAL SCHOOL · PI PARK, PETER J · 2022 to 2025
$2.7M
Spatial single-cell analysis of somatic mutation in human brain during aging and neurodegenerationDP2AG086139 · NIA · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI Michael Anthony Lodato · 2023 to 2026
$2.5M
Creating a Catalog of Cancer Clonotype Drug Sensitivities with Single-CellGenome SequencingDP2CA239145 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI GAWAD, CHARLES · 2018 to 2018
$2.3M
Genome-Wide Somatic Mutation in Alzheimer's Disease Pathogenesis Using Single Neuron AnalysisK08AG065502 · NIA · BRIGHAM AND WOMEN'S HOSPITAL · PI MILLER, MICHAEL B · 2020 to 2024
$848k
SINGLE-CELL ANALYSIS OF SOMATIC MUTATION IN AGING ANO NEUROOEGENERATIVE DISEASE IN THE HUMAN BRAINR00AG054748 · NIA · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI LODATO, MICHAEL ANTHONY · 2019 to 2021
$743k
Howard Hughes Medical InstituteNCI NIH HHS DP2 CA239145NHGRI NIH HHS R01 HG012573NHGRI NIH HHS T32 HG002295NHLBI NIH HHS T32 HL007627NIA NIH HHS DP2 AG086139NIA NIH HHS K08 AG065502NIA NIH HHS R00 AG054748NIA NIH HHS R01 AG070921NICHD NIH HHS P50 HD105351NIMH NIH HHS U01 MH106883NINDS NIH HHS R01 NS032457
6 · The paper itself

Abstract

Accurate somatic mutation detection from single-cell DNA sequencing is challenging due to amplification-related artifacts. To reduce this artifact burden, an improved amplification technique, primary template-directed amplification (PTA), was recently introduced. We analyzed whole-genome sequencing data from 52 PTA-amplified single neurons using SCAN2, a new genotyper we developed to leverage mutation signatures and allele balance in identifying somatic single-nucleotide variants (SNVs) and small insertions and deletions (indels) in PTA data. Our analysis confirms an increase in nonclonal somatic mutation in single neurons with age, but revises the estimated rate of this accumulation to 16 SNVs per year. We also identify artifacts in other amplification methods. Most importantly, we show that somatic indels increase by at least three per year per neuron and are enriched in functional regions of the genome such as enhancers and promoters. Our data suggest that indels in gene-regulatory elements have a considerable effect on genome integrity in human neurons.

Indexed as

High-Throughput Nucleotide SequencingPoint MutationGenome, HumanHumansINDEL MutationNeuronsNucleotidesPolymorphism, Single NucleotideSingle-Cell AnalysisNucleotides

Identifiers

PMID36163278
PMCPMC9833626
OpenAlexW4297242736

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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.