Evidence map›Paper›PMID 31649199›Full record

ArticleScience (New York, N.Y.)2019

Higher-fitness yeast genotypes are less robust to deleterious mutations.

Milo S Johnson, Alena Martsul, Sergey Kryazhimskiy, Michael M Desai

Open access · greenAbstract read
In one paragraph

Article in Science (New York, N.Y.), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 64 papers.

0numbers the graph read from it
0cells of the map it votes in
64citing papers in PubMed
10.2field-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

64 citing papers in PubMed, 121 citations in OpenAlex.

  1. Review
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  10. The evolution of robustness and fragility during long-term bacterial adaptation.Proceedings of the National Academy of Sciences of the United States of America · 2025
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  17. Energy landscapes of peptide-MHC binding.PLoS computational biology · 2024
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  19. Effects of selection stringency on the outcomes of directed evolution.bioRxiv : the preprint server for biology · 2024
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  20. Article

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

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors at 2 institutions in 1 country.

Milo S JohnsonDepartment of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA.ORCID 0000-0003-0169-2494
Alena MartsulDivision of Biological Sciences, University of California San Diego, La Jolla, CA 92093, USA.ORCID 0000-0001-6781-826X
Sergey KryazhimskiyDivision of Biological Sciences, University of California San Diego, La Jolla, CA 92093, USA. mdesai@oeb.harvard.edu skryazhi@ucsd.edu.ORCID 0000-0001-9128-8705
Michael M DesaiDepartment of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02138, USA. mdesai@oeb.harvard.edu skryazhi@ucsd.edu.ORCID 0000-0002-9581-1150
Harvard University · USUniversity of California San Diego · US

Funding

Microbial Adaptation and the Statistics of Epistasis and PleiotropyR01GM104239 · NIGMS · HARVARD UNIVERSITY · PI DESAI, MICHAEL M · 2013 to 2025
$4.5M
NIGMS NIH HHS R01 GM104239
6 · The paper itself

Abstract

Natural selection drives populations toward higher fitness, but second-order selection for adaptability and mutational robustness can also influence evolution. In many microbial systems, diminishing-returns epistasis contributes to a tendency for more-fit genotypes to be less adaptable, but no analogous patterns for robustness are known. To understand how robustness varies across genotypes, we measure the fitness effects of hundreds of individual insertion mutations in a panel of yeast strains. We find that more-fit strains are less robust: They have distributions of fitness effects with lower mean and higher variance. These differences arise because many mutations have more strongly deleterious effects in faster-growing strains. This negative correlation between fitness and robustness implies that second-order selection for robustness will tend to conflict with first-order selection for fitness.

Indexed as

Genetic FitnessMutagenesis, InsertionalSelection, GeneticEpistasis, GeneticGenotypeModels, GeneticSaccharomyces cerevisiae

Identifiers

PMID31649199
PMCPMC7204892
OpenAlexW2981663184

What OpenQuestion holds

Textmetadata
LicenceTDM
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.