Evidence map›Paper›PMID 40981419›Full record

ArticlemBio2025

Integrating genomic and Tn-Seq data to identify common

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 and 3 more

Abstract read
In one paragraph

Article in mBio, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Article
  3. Defining thebioRxiv : the preprint server for biology · 2026
    Article
  4. Article
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

13 authors.

Derrick E FoutsThe J. Craig Venter Institute, Rockville, Maryland, USA.ORCID 0000-0003-4323-7668
Thomas H ClarkeThe J. Craig Venter Institute, Rockville, Maryland, USA.
Geoffrey B SeverinDepartment of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, Michigan, USA.ORCID 0000-0003-2441-5916
Aric N BrownDepartment of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, Michigan, USA.
Elizabeth N OttosenDepartment of Microbiology and Molecular Genetics, Michigan State University College of Natural Sciences, East Lansing, Michigan, USA.
Caitlyn L HolmesDepartment of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, Michigan, USA.ORCID 0000-0001-5818-148X
Bridget S MoriczDepartment of Pathology, University of Michigan Medical School, Ann Arbor, Michigan, USA.
Sophia MasonDepartment of Microbiology and Molecular Genetics, Michigan State University College of Natural Sciences, East Lansing, Michigan, USA.
Ritam SinhaDepartment of Microbiology and Molecular Genetics, Michigan State University College of Natural Sciences, East Lansing, Michigan, USA.
Mark T AndersonDepartment of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, Michigan, USA.ORCID 0000-0001-5097-3597
Victor DiRitaDepartment of Microbiology and Molecular Genetics, Michigan State University College of Natural Sciences, East Lansing, Michigan, USA.ORCID 0000-0003-3617-7011
Michael A BachmanDepartment of Pathology, University of Michigan Medical School, Ann Arbor, Michigan, USA.ORCID 0000-0003-2507-6987
Harry L T MobleyDepartment of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, Michigan, USA.ORCID 0000-0001-9195-7665

Funding

Fitness of gram-negative pathogens during bacteremiaR01AI134731 · NIAID · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI BACHMAN, MICHAEL ABBOTT, MOBLEY, HARRY L. · 2019 to 2022
$2.8M
NIAID NIH HHS R01 AI134731
6 · The paper itself

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, IMPORTANCE: Bacteremia is a leading cause of sepsis, a life-threatening condition where an unregulated immune response to infection causes systemic organ failure. Nearly half of bacteremia cases are caused by members of the Gram-negative bacterial taxonomic order Enterobacterales. Given the public health impact of bacteremia and the reduction of existing antibiotic treatment options, novel strategies are needed to combat these infections. In this study, pan-genome software was used to predict seven shared fitness pathways in these bacteria that may serve as novel targets for the treatment of bacteremia. Briefly, a scoring rubric was applied to shared pan-genome clusters, which incorporated multiple data types, including Tn-Seq fitness defects, operon localization, and antibiotic susceptibility data to rank and prioritize fitness genes. To validate one of our predictions, mutations were constructed in

Indexed as

EnterobacteriaceaeGenetic FitnessGenome, BacterialGenomicsAnimalsAnti-Bacterial AgentsBacteremiaEnterobacteriaceae InfectionsHumansMiceMultigene FamilyAnti-Bacterial AgentsbacteremiaEnterobacteralesfitness genesmulti-species core genomeTn-Seq

Identifiers

PMID40981419
PMCPMC12607656

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.