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Genomic virulence markers are associated with severe outcomes in patients with Pseudomonas aeruginosa bloodstream infection

Authors :
John Karlsson Valik
Christian G. Giske
Badrul Hasan
Mónica Gozalo-Margüello
Luis Martínez-Martínez
Manica Mueller Premru
Žiga Martinčič
Bojana Beović
Sofia Maraki
Maria Zacharioudaki
Diamantis Kofteridis
Kate McCarthy
David Paterson
Marina de Cueto
Isabel Morales
Leonard Leibovici
Tanya Babich
Fredrik Granath
Jesús Rodríguez-Baño
Antonio Oliver
Dafna Yahav
Pontus Nauclér
Source :
Communications Medicine, Vol 4, Iss 1, Pp 1-14 (2024)
Publication Year :
2024
Publisher :
Nature Portfolio, 2024.

Abstract

Abstract Background Pseudomonas aeruginosa (PA) bloodstream infection (BSI) is a common healthcare-associated complication linked to antimicrobial resistance and high mortality. Ongoing clinical trials are exploring novel anti-virulence agents, yet studies on how bacterial virulence affects PA infection outcomes is conflicting and data from real-world clinical populations is limited. Methods We studied a multicentre cohort of 773 adult patients with PA BSI consecutively collected during 7-years from sites in Europe and Australia. Comprehensive clinical data and whole-genome sequencing of all bacterial strains were obtained. Results Based on the virulence genotype, we identify several virulence clusters, each showing varying proportions of multidrug-resistant phenotypes. Genes tied to biofilm synthesis and epidemic clones ST175 and ST235 are associated with mortality, while the type III secretion system is associated with septic shock. Adding genomic biomarkers to machine learning models based on clinical data indicates improved prediction of severe outcomes in PA BSI patients. Conclusions These findings suggest that virulence markers provide prognostic information with potential applications in guiding adjuvant sepsis treatments.

Subjects

Subjects :
Medicine

Details

Language :
English
ISSN :
2730664X
Volume :
4
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Communications Medicine
Publication Type :
Academic Journal
Accession number :
edsdoj.60f9a45c77c340d79f1ba94f12d0e8c5
Document Type :
article
Full Text :
https://doi.org/10.1038/s43856-024-00696-4