Evidence map›Paper›PMID 40715711›Full record

ArticleNature ecology & evolution2025

The structure of an ancient genotype-phenotype map shaped the functional evolution of a protein family.

Santiago Herrera-Álvarez, Jaeda E J Patton, Joseph W Thornton

Abstract read
In one paragraph

Article in Nature ecology & evolution, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Article
  2. Emergence Biases in Molecular Evolution.Genome biology and evolution · 2026
    Review
  3. Article
  4. Review
  5. Article
  6. Article
  7. Epistatic drift in protein evolution.Current opinion in genetics & development · 2025
    Review
  8. Article
  9. Inference and visualization of complex genotype-phenotype maps withbioRxiv : the preprint server for biology · 2025
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors.

Santiago Herrera-Álvarez *Department of Ecology and Evolution, University of Chicago, Chicago, IL, USA.
Jaeda E J Patton *Committee on Genetics, Genomics and Systems Biology, University of Chicago, Chicago, IL, USA.
Joseph W ThorntonDepartment of Ecology and Evolution, University of Chicago, Chicago, IL, USA. joet1@uchicago.edu.ORCID http://orcid.org/0000-0001-9589-6994

Funding

PREDOCTORAL TRAINING IN GENETICS AND REGULATIONT32GM007197 · NIGMS · UNIVERSITY OF CHICAGO · PI ROTHMAN-DENES, LUCIA B. B · 1985 to 2020
$17.0M
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
Deep characterization of the sequence space and evolutionary trajectories of reconstructed ancestral proteins - Resubmission 01R01GM121931 · NIGMS · UNIVERSITY OF CHICAGO · PI THORNTON, JOSEPH W · 2017 to 2020
$1.3M
Evolution of molecular complexes: genetic, structural, and functional mechanisms for the evolution of oligomers and allosteryR01GM131128 · NIGMS · UNIVERSITY OF CHICAGO · PI THORNTON, JOSEPH W · 2019 to 2021
$904k
NIGMS NIH HHS R01 GM121931NIGMS NIH HHS R01 GM131128NIGMS NIH HHS R01 GM139007NIGMS NIH HHS R35 GM145336NIGMS NIH HHS T32 GM007197U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (NIGMS) R01GM121931U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (NIGMS) R01GM131128U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (NIGMS) R35GM145336-01U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (NIGMS) T32GM007197
6 · The paper itself

Abstract

Mutations are more likely to produce some phenotypes than others, but the causal role of these production propensities in the evolution of phenotypic diversity remains unclear. There are two major challenges: it is difficult to separate the effect of the genotype-phenotype (GP) map from that of natural selection when analysing natural diversity, and most extant phenotypes evolved long ago in species whose GP maps cannot be recovered. Here, using two reconstructed ancestral transcription factors that are closely related but differ in function, we created libraries containing all possible amino acid combinations at historically variable sites in the proteins' DNA binding interface (the genotypes) and measured their capacity to specifically bind DNA elements containing all possible combinations of nucleotides at historically variable sites (the phenotypes). The ancestral GP maps were strongly anisotropic (the distribution of phenotypes encoded by genotypes is highly non-uniform) and heterogeneous (the phenotypes accessible around each genotype vary greatly among genotypes), but the extent and direction of these properties differed substantially between the maps. In both cases, these properties steered evolution towards the lineage-specific phenotypes that evolved during history. Our findings establish that ancient properties of the GP relationship were causal factors in the evolutionary process that produced present-day patterns of functional conservation and diversity.

Indexed as

Evolution, MolecularGenotypePhenotypeTranscription FactorsSelection, GeneticTranscription Factors

Identifiers

PMID40715711
PMCPMC13460634

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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.