Evidence map›Paper›PMID 40724030›Full record

ArticleAntibiotics (Basel, Switzerland)2025

Time Evolution of Bacterial Resistance Observed with Principal Component Analysis.

Claudia P Barrera Patiño, Mitchell Bonner, Andrew Ramos Borsatto, Jennifer M Soares, Kate C Blanco, Vanderlei S Bagnato

Abstract read
In one paragraph

Article in Antibiotics (Basel, Switzerland), 2025. 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

6 authors.

Claudia P Barrera PatiñoSao Carlos Institute of Physics (IFSC), University of Sao Paulo (USP), Sao Carlos 13566-590, SP, Brazil.ORCID 0000-0002-3233-1109
Mitchell BonnerBiomedical Engineering, Texas A&M University, 400 Bizzell St, College Station, TX 77843, USA.ORCID 0009-0001-3119-9986
Andrew Ramos BorsattoBiomedical Engineering, Texas A&M University, 400 Bizzell St, College Station, TX 77843, USA.ORCID 0009-0005-3852-4648
Jennifer M SoaresSao Carlos Institute of Physics (IFSC), University of Sao Paulo (USP), Sao Carlos 13566-590, SP, Brazil.ORCID 0000-0002-2978-7076
Kate C BlancoSao Carlos Institute of Physics (IFSC), University of Sao Paulo (USP), Sao Carlos 13566-590, SP, Brazil.ORCID 0000-0003-0361-9725
Vanderlei S BagnatoSao Carlos Institute of Physics (IFSC), University of Sao Paulo (USP), Sao Carlos 13566-590, SP, Brazil.ORCID 0000-0003-4833-239X

Funding

Cancer Prevention and Research Institute of Texas CPRIT RR22005CEPOF 2013/07276-1, INCT 2014/50857-8CRI 02-292034Governs University Research Initiative grant program GURI M230930São Paulo Research Foundation FAPESP 2023/17384-8 and 2024/00100-0
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

antibiotic-resistant bacteriaFourier Transformation Infraredmachine learning algorithmsminimum inhibitory concentrationStaphylococcus aureus

Identifiers

PMID40724030
PMCPMC12291692

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.