Leveraging Strain Diversity to Predict Host-Uropathogen Dynamics

dc.contributor.advisorHadjifrangiskou, Maria
dc.contributor.advisorSchmitz, Jonathan
dc.contributor.committeeChairGeorgiev, Ivelin
dc.creatorMorales, Grace Helen
dc.creator.orcid0000-0001-5454-9195
dc.date.accessioned2024-08-15T18:44:50Z
dc.date.created2024-08
dc.date.issued2024-07-30
dc.date.submittedAugust 2024
dc.date.updated2024-08-15T18:44:50Z
dc.description.abstractUropathogenic Escherichia coli (UPEC) is a genotypically and phenotypically diverse bacterial species and is the overwhelming etiological agent of bacteriuria. Unlike diarrheagenic strains of E. coli, UPEC does not have a specific genomic signature to differentiate it from other benign, urocolonizing strains of E. coli. In this work, I investigate the genomics underscoring UPEC and further advance development of genomics methods for studying host-pathogen interactions. I provide a large dataset of over 700 sequenced strains of E. coli isolated from patients with various presentations of bacteriuria and associated de-identified patient metadata. Through various genomics techniques I assessed how mobile genetic elements or mutations in the core genome may predict whether the bacterial strain came from a patient with a symptomatic presentation of bacteriuria, or asymptomatic. In these studies, I show that mobile genetic elements, including plasmids, prophages, and transposons, do not constitute a defining feature of UPEC, nor do they significantly contribute to the acquisition of putative virulence factors within urinary E. coli. Additional applications of a genome-wide association study and a novel application of a polygenic score suggest that the development of symptoms by the patient may be primed by an accumulation of core gene mutations, rather than a single genotype. These data suggest that a while no single gene appears to be responsible for the UPEC phenotype, accumulation of certain variants may lead to increased pathogenic potential of strains. Collectively, this work increases data availability for sequenced urinary E. coli, progresses our knowledge of the genomics underlying UPEC, and provides methods for quantifying the cumulative nature of genomic variants underlying complex bacterial phenotypes.
dc.format.mimetypeapplication/pdf
dc.identifier.urihttp://hdl.handle.net/1803/19192
dc.language.isoen
dc.subjectUPEC, Urinary Tract Infection, Genomics
dc.titleLeveraging Strain Diversity to Predict Host-Uropathogen Dynamics
dc.typeThesis
dc.type.materialtext
local.embargo.lift2025-08-01
local.embargo.terms2025-08-01
thesis.degree.disciplineMicrobe-Host Interactions
thesis.degree.grantorVanderbilt University Graduate School
thesis.degree.levelDoctoral
thesis.degree.namePhD

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