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Integrating genomic and Tn-Seq data to identify common in vivo fitness mechanisms across multiple bacterial species

  • Derrick E. Fouts
  • , Thomas H. Clarke
  • , Geoffrey B. Severin
  • , Aric N. Brown
  • , Elizabeth N. Ottosen
  • , Caitlyn L. Holmes
  • , Bridget S. Moricz
  • , Sophia Mason
  • , Ritam Sinha
  • , Mark T. Anderson
  • , Victor DiRita
  • , Michael A. Bachman
  • , Harry L.T. Mobley

Research output: Contribution to journalArticlepeer-review

Abstract

Sepsis, a life-threatening organ dysfunction, is due to an unregulated immune response to infection. Bacteremia is a leading cause of sepsis, and members of the Enterobacterales cause nearly half of bacteremia cases annually. Although previous Tn-Seq studies identified novel bacteremia-fitness genes, evidence for common pathways across species is lacking. To identify common fitness pathways in five bacteremia-causing Enterobacterales species, we utilized our pan-genome pipeline to integrate Tn-Seq fitness data with multiple available functional data types. Core genes from species pan-genomes were used to construct a multi-species core pan-genome, producing 2,850 core gene clusters found in four of five species. Integration of Tn-Seq fitness data identified 373 protein clusters conserved in all five species and a fitness gene in at least one of them. A scoring rubric was applied to these clusters, which incorporated Tn-Seq fitness defects, operon localization, and antibiotic susceptibility data, which reduced the number of bacteremia-fitness genes and identified seven common fitness mechanisms. Independent mutational validation of one prioritized fitness gene, tatC, showed reduced fitness in vivo across all species tested and increased susceptibility to ẞ-lactams that was restored following tatC complementation in trans. By integrating known operon structures and antibiotic susceptibility with Tn-Seq fitness data, common genes within the core pan-genome emerged and revealed mechanisms essential for survival in the mammalian bloodstream. Our prediction and validation of tatC as a common bacteremia fitness factor supports the utility of this bioinformatic approach. This study represents a major step forward in prioritizing novel targets for therapy against sepsis infections.

Original languageEnglish (US)
Pages (from-to)1-22
Number of pages22
JournalmBio
Volume16
Issue number11
DOIs
StatePublished - Nov 2025
Externally publishedYes

Bibliographical note

Publisher Copyright:
Copyright © 2025 Fouts et al. This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license.

Keywords

  • Enterobacterales
  • Tn-Seq
  • bacteremia
  • fitness genes
  • multi-species core genome

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