Evidence map›Paper›PMID 42329369›Full record

ArticleJournal of molecular evolution2026

Convergent Functional Genomic Evolution Underlying Repeated Freshwater Colonization in Cetaceans.

D Pinilla-Beltrán, Leonardo Duarte-Santos, Mariana F Nery

Abstract read
In one paragraph

Article in Journal of molecular evolution, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

3 authors.

D Pinilla-BeltránLaboratory of Evolutionary Genomics, Department of Genetics, Evolution, Immunology and Microbiology, University of Campinas, Cidade Universitária, Campinas, Sao Paulo, 13083-862, Brazil.ORCID http://orcid.org/0009-0007-2746-4031
Leonardo Duarte-SantosLaboratory of Evolutionary Genomics, Department of Genetics, Evolution, Immunology and Microbiology, University of Campinas, Cidade Universitária, Campinas, Sao Paulo, 13083-862, Brazil.ORCID http://orcid.org/0009-0003-1154-9533
Mariana F NeryLaboratory of Evolutionary Genomics, Department of Genetics, Evolution, Immunology and Microbiology, University of Campinas, Cidade Universitária, Campinas, Sao Paulo, 13083-862, Brazil. marinery@unicamp.br.ORCID http://orcid.org/0000-0001-6501-0486

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The transition from marine to freshwater environments represents a remarkable evolutionary shift in cetaceans, yet the genomic underpinnings of this adaptation remain poorly understood. This study investigates the genomic signatures of freshwater adaptation in riverine cetaceans through comparative evolutionary analyses of six species: Inia geoffrensis, Lipotes vexillifer, Platanista gangetica, Platanista minor, Neophocaena asiaeorientalis asiaeorientalis, and Sotalia fluviatilis. By integrating positive selection analysis, gene family dynamics, and evolutionary rate convergence, we identified key molecular adaptations associated with freshwater colonization. The analysis revealed that five of the six species exhibited positive selection in the NSMAF and CTRL genes, suggesting widespread selective pressures related to inflammatory responses and digestive adaptations, respectively. Functional enrichment analyses revealed adaptive signatures in hematopoiesis, osmoregulation, skeletal development, and immune responses, reflecting the physiological challenges of freshwater environments. Gene family evolution analyses using CAFE identified dynamic patterns of expansions and contractions in immune-related genes, transcriptional regulation, and cell adhesion pathways across riverine lineages. Relative evolutionary rate (RER) analysis using RERconverge identified 95 genes showing convergent rate shifts associated with freshwater adaptation, including genes involved in cellular nitrogen compound responses and transcriptional regulation. Despite positively selected genes overlap was limited and did not follow simple clade-wide patterns, our results demonstrate that freshwater adaptation in cetaceans involves putative convergent evolution of fundamental biological systems, including immune responses, metabolic regulation, and morphological development. These findings provide new insights into the molecular mechanisms underlying speciation in aquatic mammals and highlight critical biological pathways that have enabled the successful colonization of freshwater ecosystems by multiple independent cetacean lineages.

Indexed as

CetaceaEvolution, MolecularAdaptation, PhysiologicalAnimalsFresh WaterGenomeGenomicsPhylogenySelection, GeneticCetacean evolutionComparative genomicsConvergent evolutionFreshwater adaptationPositive selection

Identifiers

PMID42329369
PMCPMC13433582

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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.