Evidence map›Paper›PMID 39361740›Full record

ArticleScience (New York, N.Y.)2024

Environment-independent distribution of mutational effects emerges from microscopic epistasis.

Sarah M Ardell, Alena Martsul, Milo S Johnson, Sergey Kryazhimskiy

Abstract read
In one paragraph

Article in Science (New York, N.Y.), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing 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

20 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Global epistasis in ecosystems arises from resource constraints.bioRxiv : the preprint server for biology · 2026
    Article
  5. Article
  6. Module-Selection Balance in the Evolution of Modular Organisms.bioRxiv : the preprint server for biology · 2026
    Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. The evolution of thermal performance curves in response to rising temperatures across the model genus yeast.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  16. Review
  17. Article
  18. Article
  19. Article
  20. Convergent genetic adaptation ofFrontiers in molecular biosciences · 2024
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Sarah M Ardell *Department of Ecology, Behavior and Evolution, University of California, San Diego, La Jolla, CA, USA.ORCID 0000-0001-6665-2739
Alena Martsul *Department of Ecology, Behavior and Evolution, University of California, San Diego, La Jolla, CA, USA.ORCID 0000-0001-6781-826X
Milo S JohnsonDepartment of Integrative Biology, University of California, Berkeley, Berkeley, CA, USA.ORCID 0000-0003-0169-2494
Sergey KryazhimskiyDepartment of Ecology, Behavior and Evolution, University of California, San Diego, La Jolla, CA, USA.ORCID 0000-0001-9128-8705

Funding

Pathways in Biological Sciences Training ProgramT32GM133351 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Matthew Daugherty, Randolph Y. Hampton · 2020 to 2026
$9.9M
Characterizing variation in the local structure of fitness landscapes to assess the predictability of evolutionR01GM137112 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI KRYAZHIMSKIY, SERGEY A. · 2020 to 2023
$1.2M
Empirical and Theoretical Studies of Adaptive Mutations in Microbes and Their Evolutionary ConsequencesR35GM153242 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Sergey A. Kryazhimskiy · 2024 to 2026
$1.2M
NIGMS NIH HHS R01 GM137112NIGMS NIH HHS R35 GM153242NIGMS NIH HHS T32 GM133351
6 · The paper itself

Abstract

Predicting how new mutations alter phenotypes is difficult because mutational effects vary across genotypes and environments. Recently discovered global epistasis, in which the fitness effects of mutations scale with the fitness of the background genotype, can improve predictions, but how the environment modulates this scaling is unknown. We measured the fitness effects of ~100 insertion mutations in 42 strains of

Indexed as

Epistasis, GeneticGenetic FitnessSaccharomyces cerevisiaeEnvironmentGene-Environment InteractionGenotypeINDEL MutationMutationPhenotype

Identifiers

PMID39361740
PMCPMC11580693

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.