Evidence map›Paper›PMID 42014079›Full record

ArticleProceedings. Biological sciences2026

Analysis of multi-trait evolution across independently evolved cavefish populations reveals shared and independent evolution of suites of traits.

Stefan Choy, Maya Enriquez, Rianna Ambosie, Aubrey E Manning, Briley Mullin, Roberto Rodriguez-Morales, Jennah Abdelaziz, Sarah Jacobson, Evan Lloyd, Naresh Padmanaban and 8 more

Abstract read
In one paragraph

Article in Proceedings. Biological sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

18 authors.

Stefan Choy *Department of Biological Sciences, Lehigh University, Bethlehem, PA18015, USA.
Maya Enriquez *Department of Ecology, Evolution, and Behavior, University of Minnesota Twin Cities, Minneapolis, MN55108, USA.
Rianna AmbosieDepartment of Biological Sciences, Lehigh University, Bethlehem, PA18015, USA.
Aubrey E ManningDepartment of Biological Sciences, Lehigh University, Bethlehem, PA18015, USA.
Briley MullinDepartment of Biological Sciences, Lehigh University, Bethlehem, PA18015, USA.
Roberto Rodriguez-MoralesDepartment of Biological Sciences, Lehigh University, Bethlehem, PA18015, USA.
Jennah AbdelazizDepartment of Biological Sciences, Lehigh University, Bethlehem, PA18015, USA.
Sarah JacobsonDepartment of Ecology, Evolution, and Behavior, University of Minnesota Twin Cities, Minneapolis, MN55108, USA.
Evan LloydDepartment of Biological Science, Florida State University, Tallahassee, FL32304, USA.
Naresh PadmanabanFlorida Atlantic University , Boca Raton, FL33431, USA.
Allison KimmelDepartment of Biological Sciences, Lehigh University, Bethlehem, PA18015, USA.
Solomia LapkoDepartment of Biological Sciences, Lehigh University, Bethlehem, PA18015, USA.
Isabel Carino-BazanDepartment of Biological Sciences, Lehigh University, Bethlehem, PA18015, USA.ORCID 0009-0002-3063-1148
Helena BilandžijaDivision of Molecular Biology, Ruder Boskovic Institute Division of Molecular Biology, Zagreb10000, Croatia.
Alex C KeeneDepartment of Biology, TAMU, College Station, TX77843, USA.
Erik R DuboueFlorida Atlantic University Harriet L Wilkes Honors College , Jupiter, FL33458, USA.
Suzanne E McGaughDepartment of Ecology, Evolution, and Behavior, University of Minnesota Twin Cities, Minneapolis, MN55108, USA.ORCID 0000-0003-3163-3436
Johanna E KowalkoDepartment of Biological Sciences, Lehigh University, Bethlehem, PA18015, USA.ORCID 0000-0002-3286-2954

Funding

Evolutionary approaches to identify genetic architecture regulating aggressionR35GM138345 · NIGMS · LEHIGH UNIVERSITY · PI KOWALKO, JOHANNA E. · 2020 to 2024
$2.0M
Division of Integrative Organismal SystemsNIGMS NIH HHS R35 GM138345NIH Office of the Director
6 · The paper itself

Abstract

Environmental perturbations often lead to the evolution of multiple traits. Determining whether shared genetic factors underlie multi-trait evolution is a central question in evolutionary biology. In the Mexican tetra, Astyanax mexicanus, cave-dwelling populations have repeatedly evolved multiple traits. The repeated evolution of these traits, paired with robust environmental differences between the surface and cave habitats, provide an opportunity to investigate the genetic basis of multi-trait evolution. Here, we investigate the extent to which shared genetic mechanisms underlie the repeated evolution of multiple traits in cavefish. Across cave populations, we find evidence for shared and distinct genetic mechanisms contributing to the evolution of individual traits. Further, multiple traits covary in cave-surface F2 hybrids. Moreover, many of the same pairs of traits covary in independently evolved cave populations. Finally, multiple traits differ between pigmented and albino F2 fish. Quantification of these traits in surface fish with mutations in the albinism gene oculocutaneous albinism 2 (oca2) reveals that mutations in oca2 reduce bottom-dwelling behaviour in A. mexicanus. Together, these findings suggest that multi-trait evolution occurs repeatedly through shared genetic factors across A. mexicanus cave populations. These results are consistent with pleiotropy and/or linkage playing a large role in multi-trait evolution in this species.

Indexed as

Biological EvolutionCavesCharacidaePhenotypeAlbinism, OculocutaneousAnimalsFemaleHybridization, GeneticInheritance PatternsMaleAstyanax mexicanuscavefishrepeated evolution

Identifiers

PMID42014079
PMCPMC13296793

What Socratic holds

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LicenceCC BY
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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 Socratic graph.