Evidence map›Paper›PMID 41223789›Full record

ReviewCurrent opinion in genetics & development2025

Epistatic drift in protein evolution.

Ricardo Muñiz-Trejo, Jaeda Ej Patton, Santiago Herrera-Álvarez, Joseph W Thornton

Abstract readReview
In one paragraph

Review in Current opinion in genetics & development, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

4 authors.

Ricardo Muñiz-TrejoDepartment of Ecology and Evolution, University of Chicago, Chicago, USA.
Jaeda Ej PattonCommittee on Genetics, Genomics and Systems Biology, University of Chicago, Chicago, USA; Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, USA.
Santiago Herrera-ÁlvarezDepartment of Ecology and Evolution, University of Chicago, Chicago, USA; European Molecular Biology Laboratory, Heidelberg, Germany.
Joseph W ThorntonDepartment of Ecology and Evolution, University of Chicago, Chicago, USA; Committee on Genetics, Genomics and Systems Biology, University of Chicago, Chicago, USA; Department of Human Genetics, University of Chicago, Chicago, USA. Electronic address: joet1@uchicago.edu.

Funding

Genetic and biophysical causes of historical protein evolutionR35GM145336 · NIGMS · UNIVERSITY OF CHICAGO · PI Joseph W Thornton · 2022 to 2026
$2.6M
Comprehensive analysis of fitness effects and epistasis along a billion-year evolutionary trajectoryR01GM139007 · NIGMS · UNIVERSITY OF CHICAGO · PI BOLON, DANIEL N, THORNTON, JOSEPH W · 2021 to 2024
$2.2M
NIGMS NIH HHS R01 GM139007NIGMS NIH HHS R35 GM145336
6 · The paper itself

Abstract

New methods are revealing the character of epistatic interactions within proteins and their impacts on evolution. Variation in biochemical phenotypes across protein sequences is determined primarily by the context-independent effects of amino acids and global nonlinearities imposed by biophysical mechanisms. Specific epistasis - primarily pairwise interactions - plays a subsidiary role, but collectively has a major impact on evolution. Every substitution in an evolving protein changes the effects of many potential mutations at epistatically coupled sites. As homologs diverge from common ancestors, the constraints that determine the accessibility of subsequent mutations gradually drift apart. Opportunities for adaptation and functional innovation also change over time, because each substitution epistatically modifies the effects of mutations on existing and new protein phenotypes. Over moderate evolutionary timescales, the outcomes of protein evolution - both their sequences and biochemical properties - thus become strongly contingent on the substitutions that happen to occur in each lineage. This interplay between random chance and each proteins' epistatic architecture helps explain widely observed lineage-specific patterns of conservation and variation that are not expected under the dominant schools of thought in molecular evolution.

Indexed as

Epistasis, GeneticEvolution, MolecularGenetic DriftProteinsHumansMutationPhenotypeProteins

Identifiers

PMID41223789
PMCPMC13184893

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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.