Evidence map›Paper›PMID 42516027›Full record

ArticleMolecular ecology2026

Viral Infection Risk Driven by Ecological Trait Susceptibility to Habitat Heterogeneity.

Adrian D Zamfir, Bisola M Babalola, Miguel A Mora, Aurora Fraile, Michael J McLeish, Fernando García-Arenal

Abstract read
In one paragraph

Article in Molecular ecology, 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.

Adrian D ZamfirCentro de Biotecnología y Genómica de Plantas (CBGP UPM-CSIC/INIA), Universidad Politécnica de Madrid and E.T.S.I. Agronómica, Alimentaria y de Biosistemas, Madrid, Spain.ORCID https://orcid.org/0000-0002-3111-2836
Bisola M BabalolaCentro de Biotecnología y Genómica de Plantas (CBGP UPM-CSIC/INIA), Universidad Politécnica de Madrid and E.T.S.I. Agronómica, Alimentaria y de Biosistemas, Madrid, Spain.
Miguel A MoraCentro de Biotecnología y Genómica de Plantas (CBGP UPM-CSIC/INIA), Universidad Politécnica de Madrid and E.T.S.I. Agronómica, Alimentaria y de Biosistemas, Madrid, Spain.
Aurora FraileCentro de Biotecnología y Genómica de Plantas (CBGP UPM-CSIC/INIA), Universidad Politécnica de Madrid and E.T.S.I. Agronómica, Alimentaria y de Biosistemas, Madrid, Spain.
Michael J McLeishCentro de Biotecnología y Genómica de Plantas (CBGP UPM-CSIC/INIA), Universidad Politécnica de Madrid and E.T.S.I. Agronómica, Alimentaria y de Biosistemas, Madrid, Spain.ORCID https://orcid.org/0000-0002-4525-5221
Fernando García-ArenalCentro de Biotecnología y Genómica de Plantas (CBGP UPM-CSIC/INIA), Universidad Politécnica de Madrid and E.T.S.I. Agronómica, Alimentaria y de Biosistemas, Madrid, Spain.ORCID https://orcid.org/0000-0002-5327-3200

Funding

HORIZON EUROPE Marie Sklodowska-Curie Actions 813542T INEXTVIRMinisterio de Ciencia e Innovación, Spain PID2021-124671OB-I00
6 · The paper itself

Abstract

Traits for host exploitation that drive the transmission of disease and pathogen emergence are expressed in heterogenous environments. To advance the development of accurate forecasting of infection risk and emergence, determining constraints on ecological strategies for resource use by pathogens over a range of host communities is essential. Infection risk, that is, the likelihood of infection, is approximated by incidence. Here, we examine virus host use by analysing incidence responses to habitat heterogeneity for 18 plant viruses with different modes of horizontal transmission. We estimate virus incidence responses to habitat heterogeneity and compare evolutionary histories and transmission mode of the viruses as drivers of infection risk among four habitats of an ecosystem subject to contrasting levels of anthropic disturbance. Results indicate that variation in plant community composition among the habitats shaped virus incidence responses. In addition to ecological drivers, transmission mode and shared evolutionary history contributed to virus incidence responses to habitat heterogeneity. Evidence of both ecological and evolutionary determinants of host exploitation is an important step towards forecasting infection risk.

Indexed as

EcosystemPlant DiseasesPlantsPlant VirusesBiological EvolutionHost-Pathogen Interactionsdisease ecologydisturbanceecological fittinghost rangeplant virusesresource utilisationtransmission

Identifiers

PMID42516027
PMCPMC13408557

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.