Evidence map›Paper›PMID 41920871›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Hierarchical genotype networks and incipient ecological speciation in Q[Formula: see text] phage quasispecies.

Luís F Seoane, Henry Secaira-Morocho, Pilar Somovilla, Ester Lázaro, Susanna Manrubia

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

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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

1 citing paper in PubMed.

  1. Article
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

5 authors.

Luís F Seoane *Centro Nacional de Biotecnología (Consejo Superior de Investigaciones Científicas), Madrid 28049, Spain.ORCID 0000-0003-0045-8145
Henry Secaira-Morocho *Centro Nacional de Biotecnología (Consejo Superior de Investigaciones Científicas), Madrid 28049, Spain.ORCID 0000-0002-3409-1284
Pilar SomovillaMolecular Evolution Department, Centro de Astrobiología, Consejo Superior de Investigaciones Científicas-Instituto Nacional de Técnica Aeroespacial, Torrejón de Ardoz, Madrid 28850, Spain.ORCID 0000-0001-8368-3641
Ester LázaroMolecular Evolution Department, Centro de Astrobiología, Consejo Superior de Investigaciones Científicas-Instituto Nacional de Técnica Aeroespacial, Torrejón de Ardoz, Madrid 28850, Spain.ORCID 0000-0001-7477-7822
Susanna ManrubiaCentro Nacional de Biotecnología (Consejo Superior de Investigaciones Científicas), Madrid 28049, Spain.ORCID 0000-0003-0134-2785

Funding

Ministerio de Ciencia, Innovación y Universidades (MCIU) PID2023-147963NB- C21Ministerio de Ciencia, Innovación y Universidades (MCIU) PID2023-147963NB- C22
6 · The paper itself

Abstract

Understanding how viral mutant spectra organize and explore genotype space is essential for elucidating the mechanisms that drive molecular evolution. Here, we use deep-sequencing data of an amplicon in the A2 protein of the RNA bacteriophage Q[Formula: see text] to reconstruct genotype networks comprising tens of thousands of haplotypes. The study of populations evolved under different temperature regimes reveals robust and reproducible patterns that arise from the interplay between fundamental geometrical motifs of sequence spaces and population dynamics. Mutant swarms exhibit a self-similar, hierarchical organization in which sequences cluster around highly connected, abundant cores that continuously regenerate diversity during evolution. The immediate neighborhood of these cores is rapidly rebuilt and extensively sampled, while a few mutations away sampling becomes dynamical and sparse. This population structure emerges from a dynamic, out-of-equilibrium balance between replication and mutational exploration and suggests that Q[Formula: see text] populations do not rely primarily on neutral networks to navigate genotype space or to generate diversity. Combining genotype networks from populations adapted to different temperatures reveals early evolutionary divergence, with partially overlapping yet distinct populations that remain connected through short mutational paths. Even at the time scale of these experiments, evolutionary trajectories remain multiple, preventing the backward reconstruction of unique trajectories once mutations have been fixed. Together, this analysis provides a detailed view of the fine-scale processes shaping the evolution of heterogeneous viral populations and establishes genotype networks as a powerful framework for visualizing and interpreting the organization and diversification of viral quasispecies.

Indexed as

BacteriophagesGenetic SpeciationQuasispeciesRNA PhagesEvolution, MolecularGenotypeMutationTemperaturehierarchical networksselectionsequence spaceviral evolution

Identifiers

PMID41920871
PMCPMC13056150

What OpenQuestion holds

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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.