ORIGINAL RESEARCH article
Front. Microbiol.
Sec. Antimicrobials, Resistance and Chemotherapy
Volume 16 - 2025 | doi: 10.3389/fmicb.2025.1569118
Protein functional domain analysis enhances genotype-phenotype associations in comparative genomic studies of Pseudomonas aeruginosa
Provisionally accepted- 1Department of Cellular, Computational and Integrated Biology, University of Trento, Povo, Italy
- 2Laboratory of Microbiology and Virology, Provincial Hospital of Bolzano (SABES-ASDAA); Lehrkrankenhaus der Paracelsus Medizinischen Privatuniversität, Bolzano/Bozen, Italy
- 3International Centre for Genetic Engineering and Biotechnology, Trieste, Friuli-Venezia Giulia, Italy
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Pseudomonas aeruginosa (P. aeruginosa) represents a paradigm for studies on antibiotic resistance. Nevertheless, despite the considerable number of genome sequences that have been released in recent years, there is still a paucity of knowledge regarding the genomic determinants of the typical phenotypic traits associated with pulmonary infection. The genomes of 40 strains of P. aeruginosa were sequenced over an 8-year period (2007-2014), isolated from the sputum of a single patient with cystic fibrosis in Trentino, Italy. The same isolates were characterised for a panel of 14 phenotypes, including biofilm formation, antibiotic resistance, secretion of siderophores and virulence factors. The phylogenetic coherence of the measured phenotypes was determined in relation to the tree based on single-nucleotide polymorphisms (SNPs). Subsequently, the semantic framework for comparative functional genomics (SAPP) was employed to investigate the depletion or enrichment of specific protein functional domains within the population in relation to the observed phenotypes. The majority of our findings regarding phenotypic adaptation over time were consistent with the population structure and followed the evolutionary pathways described in the literature. However, an exact relationship between the presence of genes and specific phenotypes could not be established. The SAPP approach enabled the identification of 189 protein domains that were significantly enriched in antibiotic-resistant strains, as well as 87 domains associated with other phenotypic adaptations. In some cases, the domains were commonly associated with antibiotic resistances, for example, outer membrane efflux pumps and porins. However, we also detected a number of domains with unknown function. Our findings provide a foundation for a more comprehensive understanding of the phenotypic adaptations occurring during microevolution in lung environments and facilitate the identification of new targets for the design of novel antimicrobial agents.
Keywords: Pseudomonas aeruginosa, Genotype-phenotype relationship, antimicrobial resistance, Comparative genomic, Functional domains
Received: 31 Jan 2025; Accepted: 24 Jul 2025.
Copyright: © 2025 Bianconi, Esposito, Piazza, Piffer, Pagani and Jousson. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Irene Bianconi, Department of Cellular, Computational and Integrated Biology, University of Trento, Povo, 38123, Italy
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