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Record W4414913509 · doi:10.1186/s12864-025-12036-4

The two sub-genomes of the allotetraploid frog Xenopus laevis are evolving under similar selective pressure in extant populations

2025· article· en· W4414913509 on OpenAlexfundno aff
Dareen Almojil, Manikandan Vinu, Nizar Drou, John Measey, Stéphane Boissinot

Bibliographic record

VenueBMC Genomics · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicGenomics and Phylogenetic Studies
Canadian institutionsnot available
FundersTamkeenUniversiteit StellenboschYork UniversityNew York University Abu Dhabi
KeywordsXenopusNegative selectionExtant taxonGenomeIntraspecific competitionGeneAfrican clawed frogSelection (genetic algorithm)Phylogenetics

Abstract

fetched live from OpenAlex

The model species Xenopus laevis is an allotetraploid species, whose genome consists of two sub-genomes (the L and S sub-genomes) that were inherited from its parental species. Previous studies comparing the genome of X. laevis with other species of the genus revealed that the L sub-genome was more conserved than the S sub-genome suggesting it has been evolving under stronger purifying selection. However, it remains unclear if this difference reflects evolutionary processes that are still at play in extant populations. To answer this question, we conducted the first genome-wide survey of variation in this species by re-sequencing 44 individuals from its native South African range at ~ 10 × coverage. We generated a dataset of ~ 260M SNPs, which constitutes a valuable resource for the Xenopus community. We found that the South African populations of X. laevis are highly structured and differentiated, reflecting ancient divergence followed by more recent admixture at contact zones. We also determined that the landscapes of variation of the L and S sub-genomes do not show any significant differences suggesting that the two sub-genomes are responding to evolutionary forces in a similar manner. In particular we showed that purifying selection and positive selection are acting identically on the two sub-genomes, suggesting that the sub-genomes of X. laevis are evolving under similar selective pressure. Since 60% of the ancestral homeologous genes have been retained in X. laevis, this result suggests that the function of those genes is conserved on both sub-genomes or that a large number of genes has experienced neo- or sub-functionalization.

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 score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.017
GPT teacher head0.254
Teacher spread0.237 · 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

Citations1
Published2025
Admission routes1
Has abstractyes

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