Evidence map›Paper›PMID 38885262›Full record

ArticlePLoS biology2024

The clock-like accumulation of germline and somatic mutations can arise from the interplay of DNA damage and repair.

Natanael Spisak, Marc de Manuel, William Milligan, Guy Sella, Molly Przeworski

Abstract read
In one paragraph

Article in PLoS biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed
–field-weighted citation impact
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

35 citing papers in PubMed.

  1. Dynamics of mutators of arbitrary dominance in humans.bioRxiv : the preprint server for biology · 2026
    Article
  2. Article
  3. Article
  4. Embracing non-linearity in human ageing.Nature reviews. Genetics · 2026
    Review
  5. Article
  6. Article
  7. Article
  8. Article
  9. A sibling study of variation in parental mutation rates.bioRxiv : the preprint server for biology · 2026
    Article
  10. Article
  11. Genome degradation in plant tissue culture.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  12. Article
  13. Article
  14. Review
  15. Article
  16. What sets the mutation rate of a cell type in an animal species?bioRxiv : the preprint server for biology · 2025
    Article
  17. Article
  18. Individuals with intellectual disability have an increased burden ofmedRxiv : the preprint server for health sciences · 2025
    Article
  19. Divergent somatic mutation patterns among human cerebellar neuron types.bioRxiv : the preprint server for biology · 2025
    Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Natanael SpisakDepartment of Biological Sciences, Columbia University, New York, New York, United States of America.ORCID 0000-0002-6332-047X
Marc de ManuelDepartment of Biological Sciences, Columbia University, New York, New York, United States of America.
William MilliganDepartment of Biological Sciences, Columbia University, New York, New York, United States of America.
Guy SellaDepartment of Biological Sciences, Columbia University, New York, New York, United States of America.
Molly PrzeworskiDepartment of Biological Sciences, Columbia University, New York, New York, United States of America.

Funding

Recombination rate variation and evolution in vertebratesR01GM083098 · NIGMS · UNIVERSITY OF CHICAGO · PI PRZEWORSKI, MOLLY F · 2007 to 2024
$4.6M
The population genetics of disease risk and other quantitative traitsR01GM115889 · NIGMS · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI SELLA, GUY · 2015 to 2025
$2.9M
Mechanisms of mutation and recombination and their evolution in vertebratesR35GM153355 · NIGMS · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI MOLLY F PRZEWORSKI · 2024 to 2026
$1.0M
PRE-DOCTORAL TRAINING GRANT IN MOLECULAR BIOPHYSICST32GM008309 · NIGMS · PRINCETON UNIVERSITY · PI SCHUTT, CLARENCE E · 1989 to 1998
–
NIGMS NIH HHS R01 GM083098NIGMS NIH HHS R01 GM115889NIGMS NIH HHS R35 GM153355NIGMS NIH HHS T32 GM008309
6 · The paper itself

Abstract

The rates at which mutations accumulate across human cell types vary. To identify causes of this variation, mutations are often decomposed into a combination of the single-base substitution (SBS) "signatures" observed in germline, soma, and tumors, with the idea that each signature corresponds to one or a small number of underlying mutagenic processes. Two such signatures turn out to be ubiquitous across cell types: SBS signature 1, which consists primarily of transitions at methylated CpG sites thought to be caused by spontaneous deamination, and the more diffuse SBS signature 5, which is of unknown etiology. In cancers, the number of mutations attributed to these 2 signatures accumulates linearly with age of diagnosis, and thus the signatures have been termed "clock-like." To better understand this clock-like behavior, we develop a mathematical model that includes DNA replication errors, unrepaired damage, and damage repaired incorrectly. We show that mutational signatures can exhibit clock-like behavior because cell divisions occur at a constant rate and/or because damage rates remain constant over time, and that these distinct sources can be teased apart by comparing cell lineages that divide at different rates. With this goal in mind, we analyze the rate of accumulation of mutations in multiple cell types, including soma as well as male and female germline. We find no detectable increase in SBS signature 1 mutations in neurons and only a very weak increase in mutations assigned to the female germline, but a significant increase with time in rapidly dividing cells, suggesting that SBS signature 1 is driven by rounds of DNA replication occurring at a relatively fixed rate. In contrast, SBS signature 5 increases with time in all cell types, including postmitotic ones, indicating that it accumulates independently of cell divisions; this observation points to errors in DNA repair as the key underlying mechanism. Thus, the two "clock-like" signatures observed across cell types likely have distinct origins, one set by rates of cell division, the other by damage rates.

Indexed as

DNA DamageDNA RepairGerm-Line MutationDNA MethylationDNA ReplicationGerm CellsHumansModels, GeneticMutationNeoplasms

Identifiers

PMID38885262
PMCPMC11213356

What OpenQuestion holds

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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.