Evidence map›Paper›PMID 42244546›Full record

ArticlebioRxiv : the preprint server for biology2026

Inter-individual gene expression variability implies stable regulation of brain-biased genes across organs in three ray-finned fishes.

Christabel F Bucao, Consolée Aletti, Alexandre Laverré, Sébastien Moretti, Alexandra Trouvé, Andrew W Thompson, Brett L Racicot, Catherine A Wilson, Julien Bobe, Ingo Braasch and 3 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Christabel F BucaoDepartment of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland.ORCID 0000-0001-6705-0940
Consolée AlettiDepartment of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland.ORCID 0000-0002-2784-6327
Alexandre LaverréDepartment of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland.ORCID 0000-0001-9909-1974
Sébastien MorettiDepartment of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland.ORCID 0000-0003-3947-488X
Alexandra TrouvéDepartment of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland.
Andrew W ThompsonDepartment of Biological Sciences, Western Michigan University, Kalamazoo, Michigan, USA.ORCID 0000-0002-1198-6130
Brett L RacicotDepartment of Integrative Biology, Michigan State University, East Lansing, Michigan, USA.
Catherine A WilsonInstitute of Neuroscience, University of Oregon, Eugene, Oregon, USA.ORCID 0000-0001-5468-0433
Julien BobeINRAE, LPGP, Rennes 35000, France.ORCID 0000-0002-9355-8227
Ingo BraaschDepartment of Integrative Biology, Michigan State University, East Lansing, Michigan, USA.ORCID 0000-0003-4766-611X
Yann GuiguenINRAE, LPGP, Rennes 35000, France.ORCID 0000-0001-5464-6219
John H PostlethwaitInstitute of Neuroscience, University of Oregon, Eugene, Oregon, USA.ORCID 0000-0002-5476-2137
Marc Robinson-RechaviDepartment of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland.ORCID 0000-0002-3437-3329

Funding

Resources for Teleost Gene Duplicates and Human DiseaseR01OD011116 · OD · UNIVERSITY OF OREGON · PI POSTLETHWAIT, JOHN H. · 2012 to 2020
$5.4M
NIH HHS R01 OD011116
6 · The paper itself

Abstract

Phenotypic variation among individuals provides the raw material for evolution, and gene expression is a key mediator between genetic and phenotypic variation. As for phenotypes, the range of gene expression is limited and biased by evolutionary and developmental constraints. Observed expression variability due to biomolecular stochasticity and cell-to-cell heterogeneity has been well-studied in isogenic populations of unicellular organisms. However, for multicellular organisms with a diversity of cells and tissues sharing the same genetic background, the interplay between expression variability, gene and organ function, and gene regulation remains an open question. Here, we use highly multiplexed 3'-end bulk RNA sequencing to generate transcriptome profiles spanning at least nine organs in outbred individuals of three ray-finned fish species: zebrafish, Northern pike, and spotted gar. Per organ, we quantify individual-to-individual gene expression variability independent of mean expression level. Lowly variable genes are enriched in cellular housekeeping functions whereas highly variable genes are enriched in stimulus-response functions. Furthermore, highly variable genes evolve under weaker purifying selection at the protein-coding sequence, indicating that intra-species expression variability predicts inter-species protein sequence divergence. Genes that are broadly expressed across organs are both highly expressed and lowly variable, whereas organ-biased genes are typically highly variable within their top organ. Among organ-biased genes, patterns of expression variance are dependent on the top organ. Specifically, brain- and gonads-biased genes have lowly variable expression across different organs, suggesting stabilizing selection. These patterns suggest that gene regulatory mechanisms evolve under organ-specific selective pressures.

Identifiers

PMID42244546
PMCPMC13232324

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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.