MétaCan
Menu
Back to cohort
Record W4412113997 · doi:10.1093/molbev/msaf099

Expression Divergence in Response to Sex-biased Selection

2025· article· en· W4412113997 on OpenAlexafffund
Karl Grieshop, M. Liu, R Frost, Matthew B.J. Lindsay, Malak Bayoumi, Martin Brengdahl, Ruxandra I. Molnar, Aneil F. Agrawal

Bibliographic record

VenueMolecular Biology and Evolution · 2025
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicAnimal Behavior and Reproduction
Canadian institutionsUniversity of Toronto
FundersNatural Sciences and Engineering Research Council of CanadaVetenskapsrådetUniversity of Toronto
KeywordsBiologySexual dimorphismGeneticsEvolutionary biologyGeneDrosophila melanogasterDosage compensationInheritance (genetic algorithm)Sexual selectionExperimental evolutionEvolution of sexual reproductionSexual conflictMatingPleiotropyChromosomeZoologyPhenotype

Abstract

fetched live from OpenAlex

It remains debated whether greater degrees of sexual dimorphism would evolve if not for intersexual genetic constraints. Here, we used experimental evolution to partially break the intersexual genetic constraint in Drosophila melanogaster to investigate the effects of a shared gene pool on the evolution of sexual dimorphism in gene expression. In six replicate populations of 1,000 flies, a dominant marker (DsRed) was used to force a "Red" pool of genetically variable Chromosome 2 copies through exclusive father-to-son inheritance, while a complimentary pool of "NonRed" chromosomes was inherited primarily from mothers to daughters. After 100 generations, we demonstrated the effect of Red male-limited chromosomes in increasing male mating success. Differentially expressed genes between flies with and without Red chromosomes had on average higher intersexual genetic correlations (rMF), as expected if such correlations represent a constraint to sex-specific adaptation under normal inheritance. If conflict hinders the evolution of further dimorphism, the transcriptomes of male-selected Red chromosomes were predicted to evolve to be "masculinized" relative to female-selected NonRed chromosomes. Consistent with this, splicing patterns in Red males (but not Red females) were masculinized relative to NonRed males. Contrastingly, gene expression levels were largely feminized in Red flies of both sexes compared with NonRed. We discuss alternative forms of intralocus sexual conflict that may explain these patterns.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.009
GPT teacher head0.260
Teacher spread0.251 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2025
Admission routes2
Has abstractyes

Explore more

Same venueMolecular Biology and EvolutionSame topicAnimal Behavior and ReproductionFrench-language works237,207