Evidence map›Paper›PMID 24892934›Full record

ArticleNature communications2014

Gene pleiotropy constrains gene expression changes in fish adapted to different thermal conditions.

Spiros Papakostas, L Asbjørn Vøllestad, Matthieu Bruneaux, Tutku Aykanat, Joost Vanoverbeke, Mei Ning, Craig R Primmer, Erica H Leder

Open access · hybridAbstract read
In one paragraph

Article in Nature communications, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 51 papers.

0numbers the graph read from it
0cells of the map it votes in
51citing papers in PubMed
6.8field-weighted citation impact, top 3% 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

51 citing papers in PubMed, 119 citations in OpenAlex.

  1. bioRxiv : the preprint server for biology · 2026
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  11. Repeated global adaptation across plant species.Proceedings of the National Academy of Sciences of the United States of America · 2024
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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

8 authors at 3 institutions in 3 countries.

Spiros PapakostasDivision of Genetics and Physiology, Department of Biology, University of Turku, Pharmacity, Itäinen Pitkäkatu 4, 20520 Turku, Finland.
L Asbjørn VøllestadCentre for Ecological and Evolutionary Synthesis (CEES), Department of Biosciences, University of Oslo, P.O. Box 1066 Blindern, NO-0316 Oslo, Norway.
Matthieu BruneauxDivision of Genetics and Physiology, Department of Biology, University of Turku, Pharmacity, Itäinen Pitkäkatu 4, 20520 Turku, Finland.
Tutku AykanatDivision of Genetics and Physiology, Department of Biology, University of Turku, Pharmacity, Itäinen Pitkäkatu 4, 20520 Turku, Finland.
Joost VanoverbekeLaboratory of Aquatic Ecology, Evolution and Conservation, Department of Biology, KU Leuven, Ch. Deberiotstraat 32, 3000 Leuven, Belgium.
Mei Ning1] Division of Genetics and Physiology, Department of Biology, University of Turku, Pharmacity, Itäinen Pitkäkatu 4, 20520 Turku, Finland [2].
Craig R Primmer1] Division of Genetics and Physiology, Department of Biology, University of Turku, Pharmacity, Itäinen Pitkäkatu 4, 20520 Turku, Finland [2].
Erica H Leder1] Division of Genetics and Physiology, Department of Biology, University of Turku, Pharmacity, Itäinen Pitkäkatu 4, 20520 Turku, Finland [2].
KU Leuven · BEUniversity of Oslo · NOUniversity of Turku · FI

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding the factors that shape the evolution of gene expression is a central goal in biology, but the molecular mechanisms behind this remain controversial. A related major goal is ascertaining how such factors may affect the adaptive potential of a species or population. Here we demonstrate that temperature-driven gene expression changes in fish adapted to differing thermal environments are constrained by the level of gene pleiotropy estimated by either the number of protein interactions or gene biological processes. Genes with low pleiotropy levels were the main drivers of both plastic and evolutionary global expression profile changes, while highly pleiotropic genes had limited expression response to temperature treatment. Our study provides critical insights into the molecular mechanisms by which natural populations can adapt to changing environments. In addition to having important implications for climate change adaptation, these results suggest that gene pleiotropy should be considered more carefully when interpreting expression profiling data.

Indexed as

Gene Expression RegulationGenetic PleiotropySalmonidaeTemperatureAdaptation, PhysiologicalAnimalsBiological EvolutionClimate ChangeEvolution, MolecularPrincipal Component Analysis

Identifiers

PMID24892934
PMCPMC4059932
OpenAlexW2025406500

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-SA
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.