Evidence map›Paper›PMID 41311146›Full record

ArticleACS sensors2026

Identifying Pathoadaptation in

Callum Johnson, Kathryn G Leslie, Sara Franco Ortega, James W B Moir, John M Girkin, Helle Krogh Johansen, Ville-Petri Friman, Clare S Mahon

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in ACS sensors, 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

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

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

8 authors.

Callum JohnsonDepartment of Chemistry, Durham University, Durham DH1 3LE, U.K.
Kathryn G LeslieDepartment of Chemistry, Durham University, Durham DH1 3LE, U.K.ORCID 0000-0002-6816-2845
Sara Franco OrtegaDepartment of Biology, University of York, York YO10 5DD, U.K.ORCID 0000-0001-8924-464X
James W B MoirDepartment of Biology, University of York, York YO10 5DD, U.K.ORCID 0000-0003-2972-5235
John M GirkinDepartment of Physics, Durham University, Durham DH1 3LE, U.K.ORCID 0000-0003-2568-3576
Helle Krogh JohansenDepartment of Clinical Microbiology 9301, Copenhagen University Hospital, Ringhospitalet, Copenhagen 2100, Denmark.
Ville-Petri FrimanDepartment of Biology, University of York, York YO10 5DD, U.K.
Clare S MahonDepartment of Chemistry, Durham University, Durham DH1 3LE, U.K.ORCID 0000-0002-7358-1497

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In-host bacterial evolution presents a major barrier to effective infection management, driving phenotypic adaptations such as antibiotic resistance and altered virulence.

Indexed as

Adaptation, PhysiologicalBiosensing TechniquesPolymersPseudomonas aeruginosaHumansPhenotypePseudomonas InfectionsPolymersbacterial evolutionbacterial virulencebiosensingdifferential sensingglycopolymerspathoadaptationsensor arrays

Identifiers

PMID41311146
PMCPMC12836338

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.