Evidence map›Paper›PMID 39163401›Full record

ArticleAnalytical chemistry2024

PCA, PC-CVA, and Random Forest of GCIB-SIMS Data for the Elucidation of Bacterial Envelope Differences in Antibiotic Resistance Research.

Alfred Fransson, Kelly Dimovska Nilsson, Alex Henderson, Anne Farewell, John S Fletcher

Abstract read
In one paragraph

Article in Analytical chemistry, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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.

Alfred FranssonDepartment of Chemistry and Molecular Biology, University of Gothenburg, 405 30 Gothenburg, Sweden.
Kelly Dimovska NilssonDepartment of Chemistry and Molecular Biology, University of Gothenburg, 405 30 Gothenburg, Sweden.
Alex HendersonFaculty of Science and Engineering, The University of Manchester, M13 9PL Manchester, United Kingdom.ORCID 0000-0002-5791-8555
Anne FarewellDepartment of Chemistry and Molecular Biology, University of Gothenburg, 405 30 Gothenburg, Sweden.
John S FletcherDepartment of Chemistry and Molecular Biology, University of Gothenburg, 405 30 Gothenburg, Sweden.ORCID 0000-0002-9418-8571

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Antibiotic resistance can rapidly spread through bacterial populations via bacterial conjugation. The bacterial membrane has an important role in facilitating conjugation, thus investigating the effects on the bacterial membrane caused by conjugative plasmids, antibiotic resistance, and genes involved in conjugation is of interest. Analysis of bacterial membranes was conducted using gas cluster ion beam-secondary ion mass spectrometry (GCIB-SIMS). The complexity of the data means that data analysis is important for the identification of changes in the membrane composition. Preprocessing of data and several analytical methods for identification of changes in bacterial membranes have been investigated. GCIB-SIMS data from

Indexed as

Escherichia coliPrincipal Component AnalysisSpectrometry, Mass, Secondary IonAnti-Bacterial AgentsCell MembraneDrug Resistance, BacterialDrug Resistance, MicrobialRandom ForestAnti-Bacterial Agents

Identifiers

PMID39163401
PMCPMC11375623

What OpenQuestion holds

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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.