Evidence map›Paper›PMID 42789176›Full record

ArticleGenetica2026

Integrating evolutionary signals and predicted protein structure reveals localized molecular divergence in Cereus lineages.

Danilo T Amaral, João Alfredo Teodo, Maria Izadora Oliveira Cardoso, Evandro Marsola Moraes, Fernando Faria Franco, Isabel A S Bonatelli

Abstract read
In one paragraph

Article in Genetica, 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.

Danilo T AmaralCentro de Ciências Naturais e Humanas, Universidade Federal do ABC (UFABC), Avenida dos Estados, 5001, Bloco A, 504-3 Room, Santo André, SP, 09210-580, Brazil. danilo.trabuco@ufabc.edu.br.ORCID http://orcid.org/0000-0002-8940-6546
João Alfredo TeodoCentro de Ciências Naturais e Humanas, Universidade Federal do ABC (UFABC), Avenida dos Estados, 5001, Bloco A, 504-3 Room, Santo André, SP, 09210-580, Brazil.ORCID http://orcid.org/0009-0003-5601-0814
Maria Izadora Oliveira CardosoCentro de Ciências Naturais e Humanas, Universidade Federal do ABC (UFABC), Avenida dos Estados, 5001, Bloco A, 504-3 Room, Santo André, SP, 09210-580, Brazil.ORCID http://orcid.org/0000-0002-5498-6747
Evandro Marsola MoraesDepartamento de Biologia, Centro de Ciências Humanas e Biológicas, Universidade Federal de São Carlos (UFSCar), Sorocaba, Brazil.ORCID http://orcid.org/0000-0003-4197-0794
Fernando Faria FrancoDepartamento de Biologia, Centro de Ciências Humanas e Biológicas, Universidade Federal de São Carlos (UFSCar), Sorocaba, Brazil.ORCID http://orcid.org/0000-0001-9597-5713
Isabel A S BonatelliQuímicas e Farmacêuticas, Departamento de Ecologia e Biologia Evolutiva, Universidade Federal de São Paulo, Instituto de Ciências Ambientais, Diadema, SP, Brazil.ORCID http://orcid.org/0000-0002-0930-1411

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding how positive selection shapes molecular evolution at the protein level remains a major challenge, particularly in non-model species. Here, we integrated phylogenetic evidence from candidate genes evolving under lineage-specific positive selection with comparative structural and biophysical analyses to investigate patterns of molecular divergence in the Cereus fernambucensis-C. insularis clade, which occupies contrasting island and continental environments. Based on a previous branch-site analysis, five orthogroups were selected for downstream analyses. Orthologous protein structures were predicted and compared, variability hotspots were identified, pockets proximity were evaluated, and the stability effects of lineage-specific substitutions were estimated. Across orthogroups, global folds were largely conserved, whereas molecular divergence was primarily associated with localized structural variation in flexible loops and surface-exposed regions. Variability hotspots were significantly enriched near predicted cavities in several orthogroups, indicating that molecular diversification was concentrated in structurally permissive regions frequently associated with putative interaction surfaces. Stability analyses of reconstructed branch-specific substitutions revealed heterogeneous energetic effects, ranging from stabilizing to strongly destabilizing changes, while global protein architecture remained largely conserved. Together, these results suggest that evolutionary divergence in Cereus lineages is primarily associated with localized modifications of surface-accessible regions rather than large-scale structural innovation. More broadly, our findings demonstrate how integrating molecular evolutionary analyses with structural bioinformatics provides a robust framework for interpreting candidate adaptive genes in non-model organisms, while highlighting both the potential and limitations of structure-informed evolutionary inference.

Indexed as

Bacillus cereusBacterial ProteinsEvolution, MolecularModels, MolecularPhylogenyProtein ConformationSelection, GeneticBacterial ProteinsAdaptationPositive selectionStabilityStructureVariability

Identifiers

PMID42789176
PMCPMC13615019

What OpenQuestion holds

Textmetadata
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.