Evidence map›Paper›PMID 41294238›Full record

ArticleMicrobiology spectrum2026

Predicting bacterial-mediated entomopathogenicity through comparative genomics and statistical modeling.

Daniela Yanez Ortuno, Melissa Y Chen, Keegan McDonald, Allison Gacad, Juli Carrillo, Cara H Haney

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Microbiology spectrum, 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.

Daniela Yanez OrtunoDepartment of Microbiology and Immunology, The University of British Columbia, Vancouver, British Columbia, Canada.ORCID 0009-0009-9167-8776
Melissa Y ChenDepartment of Microbiology and Immunology, The University of British Columbia, Vancouver, British Columbia, Canada.ORCID 0000-0002-5257-9355
Keegan McDonaldDepartment of Microbiology and Immunology, The University of British Columbia, Vancouver, British Columbia, Canada.
Allison GacadFaculty of Land and Food Systems, The University of British Columbia, Vancouver, British Columbia, Canada.
Juli CarrilloFaculty of Land and Food Systems, The University of British Columbia, Vancouver, British Columbia, Canada.
Cara H HaneyDepartment of Microbiology and Immunology, The University of British Columbia, Vancouver, British Columbia, Canada.ORCID 0000-0002-6099-6677

Funding

Natural Sciences and Engineering Research Council of Canada Banting Postdoctoral FellowshipNatural Sciences and Engineering Research Council of Canada NSERC-RGPIN-2021-03587Organic Federation of Canada
6 · The paper itself

Abstract

Bacterial genomes encode vast functional diversity and have both beneficial and detrimental effects on insect hosts. While genotype-to-phenotype relationships are known for specific insecticidal genes on individual insect hosts, whether these mechanisms will be effective on a phylogenetically distinct insect host is not always known. To determine if known virulence genes are effective on a new host, we developed a method to merge existing mechanistic knowledge with

Indexed as

Drosophila melanogasterGenomicsPseudomonasAnimalsGenome, BacterialModels, StatisticalPseudomonas aeruginosaVirulenceVirulence FactorsVirulence FactorsDrosophila melanogasterfruit flieshost-microbe interactionsinsecticidal activityPseudomonas

Identifiers

PMID41294238
PMCPMC12772284

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.