Evidence map›Paper›PMID 42536997›Full record

ArticleGenetics and molecular biology2026

From few to many: How non-model organisms' genomics broadened our understanding of molecular evolution.

Mariana F Nery, Beatriz Daros, Ana Luiza Lein-Borba, Iasodara C L Santos, Beatriz F Leite, Luana Nara

Abstract read
In one paragraph

Article in Genetics and molecular 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

6 authors.

Mariana F NeryUniversidade Estadual de Campinas, Instituto de Biologia, Departamento de Genética, Evolução, Microbiologia e Imunologia, Campinas, SP, Brazil.ORCID http://orcid.org/0000-0001-6501-0486
Beatriz DarosUniversidade Estadual de Campinas, Instituto de Biologia, Departamento de Genética, Evolução, Microbiologia e Imunologia, Campinas, SP, Brazil.ORCID http://orcid.org/0000-0002-5589-9290
Ana Luiza Lein-BorbaUniversidade Estadual de Campinas, Instituto de Biologia, Departamento de Genética, Evolução, Microbiologia e Imunologia, Campinas, SP, Brazil.ORCID http://orcid.org/0009-0005-5007-9057
Iasodara C L SantosUniversidade Estadual de Campinas, Instituto de Biologia, Departamento de Genética, Evolução, Microbiologia e Imunologia, Campinas, SP, Brazil.ORCID http://orcid.org/0000-0001-8067-8708
Beatriz F LeiteUniversidade Estadual de Campinas, Instituto de Biologia, Departamento de Genética, Evolução, Microbiologia e Imunologia, Campinas, SP, Brazil.ORCID http://orcid.org/0009-0003-4263-8790
Luana NaraUniversidade Estadual de Campinas, Instituto de Biologia, Departamento de Genética, Evolução, Microbiologia e Imunologia, Campinas, SP, Brazil.ORCID http://orcid.org/0000-0002-9910-9465

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

For much of the 20th century, our understanding of genetics and evolution was predominantly shaped by intensive studies of a few model organisms such as Drosophila melanogaster, Caenorhabditis elegans, and Mus musculus. While these species provided fundamental insights, their laboratory-adapted characteristics potentially made them evolutionary outliers. The advent of next-generation sequencing technologies and sophisticated bioinformatic tools has increased accessibility of genomic research, enabling comprehensive studies of diverse non-model organisms across the tree of life. This expansion has substantially transformed our understanding of molecular evolution, revealing, for example, that convergent evolution operates through multiple mechanisms across different organizational levels, that speciation is a genomically heterogeneous process involving structural variants and adaptive introgression, and that genome architecture exhibits extensive variation in size, content, and organization. Using aquatic mammals as exemplars, we illustrate how comparative genomics of non-model species illuminates the molecular basis of convergent and divergent adaptations. This paradigm shift demonstrates that understanding evolution's general principles and creative solutions requires embracing life's full diversity.

Identifiers

PMID42536997
PMCPMC13426899

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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.