Evidence map›Paper›PMID 41495674›Full record

ArticleBMC infectious diseases2026

Genomic variants distinguish Pseudomonas aeruginosa from cystic fibrosis sputum and bloodstream infection.

Samara T Choudhury, Samantha K Lindberg, Cheryl P Andam

Abstract read
In one paragraph

Article in BMC infectious diseases, 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. Beyond Resistance Genes:Life (Basel, Switzerland) · 2026
    Review
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

3 authors.

Samara T ChoudhuryDepartment of Biological Sciences, University at Albany, State University of New York, Albany, New York, 12222, USA.ORCID http://orcid.org/0000-0002-1179-3072
Samantha K LindbergDepartment of Biological Sciences, University at Albany, State University of New York, Albany, New York, 12222, USA.ORCID http://orcid.org/0000-0002-1377-609X
Cheryl P AndamDepartment of Biological Sciences, University at Albany, State University of New York, Albany, New York, 12222, USA. candam@albany.edu.ORCID http://orcid.org/0000-0003-4428-0924

Funding

Population and evolutionary dynamics of recombining genes and alleles in bacteriaR35GM142924 · NIGMS · STATE UNIVERSITY OF NEW YORK AT ALBANY · PI Cheryl Marie P Andam · 2021 to 2026
$1.9M
NIGMS NIH HHS R35 GM142924
6 · The paper itself

Abstract

backgroundPseudomonas aeruginosa is an opportunistic human pathogen that causes a variety of acute and chronic infections in humans. However, the genetic basis of its ability to cause distinct diseases in different body sites remains unclear. We aim to identify the genomic elements that distinguish P. aeruginosa derived from bloodstream infections and sputum from cystic fibrosis (CF).

methodsWe carried out phylogenetic analysis and genome-wide association study (GWAS) of a P. aeruginosa dataset consisting of 840 genomes derived from CF sputum and 249 genomes from bloodstream infections.

resultsWe identified 342 distinct sequence types (ST). Ten STs were most prevalent (ST111, ST244, ST235, ST549, ST463, ST233, ST309, ST654, ST253, and ST357) and collectively accounted for 38.7% of the dataset. These ten STs were detected in both bloodstream- and CF sputum-derived genomes, albeit at different proportions. We detected specific antimicrobial resistance and virulence genes that were significantly enriched in bloodstream- or CF sputum-derived genomes. GWAS based on single nucleotide polymorphisms (SNPs) in the core genome, unitigs, and accessory genes revealed genomic variants that differ between the two groups, which are associated with a variety of functions, including stress response, nutrient acquisition, defense and redox activity. Narrow-sense heritability associated with variation in infection site is moderately high for SNPs (h2 = 0.737) and accessory genes (h2 = 0.612), but low for unitig variation (h2 = 0.25). Controlling for population structure, we carried out GWAS on 110 phylogenetically matched genomes, which uncovered additional loci distinguishing bloodstream-derived and CF-derived genomes. Those genes with the most pronounced associations are related to nutrient transport and metabolism (carbohydrate, ethanol, lipid, menaquinone (vitamin K2), phenazine, phosphate), siderophore pyoverdine, peptidoglycan remodeling, and stress response.

conclusionsIn conclusion, our study reveals the loci that are enriched in P. aeruginosa derived from CF sputum and from bloodstream infections. The observed genetic associations lie largely on the differential antibiotic selection pressure and the dissimilarity between acute versus chronic isolates. The genomic heterogeneity of P. aeruginosa from distinct diseases underscores its opportunistic lifestyle and ecological versatility, and this knowledge is critical to improving our ability to manage infections and improve patient outcomes.

Indexed as

BacteremiaCystic FibrosisPseudomonas aeruginosaPseudomonas InfectionsSputumGenetic VariationGenome, BacterialGenome-Wide Association StudyHumansPhylogenyPolymorphism, Single NucleotideBloodstream infectionCystic fibrosisGenomeGenome-wide association studyPseudomonas aeruginosa

Identifiers

PMID41495674
PMCPMC12870028

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

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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 Socratic graph.