Evidence map›Paper›PMID 42715188›Full record

ArticlePloS one2026

Codon bias variation in Staphylococcus aureus.

Kathleen O'Connor, Benjamin D Mallinger, Nicholas A Bedard, Robin Patel

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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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

4 authors.

Kathleen O'ConnorDivision of Clinical Microbiology, Mayo Clinic, Rochester, Minnesota, United States of America.ORCID https://orcid.org/0000-0001-5142-5971
Benjamin D MallingerDepartment of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, United States of America.
Nicholas A BedardDepartment of Orthopedic Surgery, Mayo Clinic, Rochester, Minnesota, United States of America.ORCID https://orcid.org/0000-0003-3151-877X
Robin PatelDivision of Clinical Microbiology, Mayo Clinic, Rochester, Minnesota, United States of America.ORCID https://orcid.org/0000-0001-6344-4141

Funding

Musculoskeletal Research Training ProgramT32AR056950 · NIAMS · MAYO CLINIC ROCHESTER · PI Jennifer J Westendorf · 2009 to 2026
$7.0M
NIAMS NIH HHS T32 AR056950
6 · The paper itself

Abstract

backgroundStaphylococcus aureus causes a multiplicity of human diseases acquired in community and healthcare settings alike around the globe. While most studies focus on coding changes to assess genome evolution and study genetic adaptation, interrogation of silent mutations in the form of synonymous codon usage bias is less well-studied. As such, understanding of patterns in codon bias at the gene and genome levels, and how codon bias impacts protein expression in S. aureus remains incomplete.

methodsThe codon bias of 2,565 protein encoding genes from NCTC 8325 was queried against all publicly available closed S. aureus genomes. Using public BioSample data, genomes were sorted by disease state, submitting institution, and collection site. Codon bias was assessed at the level of gene and genome using the codon adaptation index (CAI), calculated using 30S and 50S ribosomal genes. Gene set enrichment analysis was applied to determine associations between physiological functions, CAI gene scores, and interquartile ranges. CAI scores were also compared to an in vitro S. aureus proteomics database to correlate codon bias and protein expression.

resultsCAI scores varied within and between isolates at the gene and genome levels. Genes with ribosome-associated functions were most enriched among high CAI genes, and had low CAI interquartile ranges (IQR), suggesting selective pressure to maintain high expression of these genes across all S. aureus isolates. Genome sequences submitted by Aga Khan University Hospital, Nairobi, Kenya were most different from others. For the LAC USA 300 strain, CAI and protein expression were moderately positively correlated (cor = 0.534, p < 2.2e-16).

conclusionsCodon bias in S. aureus was shown to vary between gene, and to be a source of genetic variation between isolates; CAI and in vitro protein expression were positively correlated.

Indexed as

CodonCodon UsageStaphylococcus aureusBacterial ProteinsGenetic VariationGenome, BacterialHumansBacterial ProteinsCodon

Identifiers

PMID42715188
PMCPMC13557361

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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 OpenQuestion graph.