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Combined comparative genomics and clinical modeling reveals plasmid-encoded genes are independently associated with Klebsiella infection

Members of the Klebsiella pneumoniae species complex frequently colonize the gut and colonization is associated with subsequent infection. To identify genes associated with progression from colonization to infection, we undertook a case-control comparative genomics study. Concordant cases (N = 85),...

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Autores principales: Vornhagen, Jay, Roberts, Emily K., Unverdorben, Lavinia, Mason, Sophia, Patel, Alieysa, Crawford, Ryan, Holmes, Caitlyn L., Sun, Yuang, Teodorescu, Alexandra, Snitkin, Evan S., Zhao, Lili, Simner, Patricia J., Tamma, Pranita D., Rao, Krishna, Kaye, Keith S., Bachman, Michael A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9343666/
https://www.ncbi.nlm.nih.gov/pubmed/35915063
http://dx.doi.org/10.1038/s41467-022-31990-1
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author Vornhagen, Jay
Roberts, Emily K.
Unverdorben, Lavinia
Mason, Sophia
Patel, Alieysa
Crawford, Ryan
Holmes, Caitlyn L.
Sun, Yuang
Teodorescu, Alexandra
Snitkin, Evan S.
Zhao, Lili
Simner, Patricia J.
Tamma, Pranita D.
Rao, Krishna
Kaye, Keith S.
Bachman, Michael A.
author_facet Vornhagen, Jay
Roberts, Emily K.
Unverdorben, Lavinia
Mason, Sophia
Patel, Alieysa
Crawford, Ryan
Holmes, Caitlyn L.
Sun, Yuang
Teodorescu, Alexandra
Snitkin, Evan S.
Zhao, Lili
Simner, Patricia J.
Tamma, Pranita D.
Rao, Krishna
Kaye, Keith S.
Bachman, Michael A.
author_sort Vornhagen, Jay
collection PubMed
description Members of the Klebsiella pneumoniae species complex frequently colonize the gut and colonization is associated with subsequent infection. To identify genes associated with progression from colonization to infection, we undertook a case-control comparative genomics study. Concordant cases (N = 85), where colonizing and invasive isolates were identical strain types, were matched to asymptomatically colonizing controls (N = 160). Thirty-seven genes are associated with infection, 27 of which remain significant following adjustment for patient variables and bacterial phylogeny. Infection-associated genes are not previously characterized virulence factors, but instead a diverse group of stress resistance, regulatory and antibiotic resistance genes, despite careful adjustment for antibiotic exposure. Many genes are plasmid borne, and for some, the relationship with infection is mediated by gut dominance. Five genes were validated in a geographically-independent cohort of colonized patients. This study identifies several genes reproducibly associated with progression to infection in patients colonized by diverse Klebsiella.
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spelling pubmed-93436662022-08-03 Combined comparative genomics and clinical modeling reveals plasmid-encoded genes are independently associated with Klebsiella infection Vornhagen, Jay Roberts, Emily K. Unverdorben, Lavinia Mason, Sophia Patel, Alieysa Crawford, Ryan Holmes, Caitlyn L. Sun, Yuang Teodorescu, Alexandra Snitkin, Evan S. Zhao, Lili Simner, Patricia J. Tamma, Pranita D. Rao, Krishna Kaye, Keith S. Bachman, Michael A. Nat Commun Article Members of the Klebsiella pneumoniae species complex frequently colonize the gut and colonization is associated with subsequent infection. To identify genes associated with progression from colonization to infection, we undertook a case-control comparative genomics study. Concordant cases (N = 85), where colonizing and invasive isolates were identical strain types, were matched to asymptomatically colonizing controls (N = 160). Thirty-seven genes are associated with infection, 27 of which remain significant following adjustment for patient variables and bacterial phylogeny. Infection-associated genes are not previously characterized virulence factors, but instead a diverse group of stress resistance, regulatory and antibiotic resistance genes, despite careful adjustment for antibiotic exposure. Many genes are plasmid borne, and for some, the relationship with infection is mediated by gut dominance. Five genes were validated in a geographically-independent cohort of colonized patients. This study identifies several genes reproducibly associated with progression to infection in patients colonized by diverse Klebsiella. Nature Publishing Group UK 2022-08-01 /pmc/articles/PMC9343666/ /pubmed/35915063 http://dx.doi.org/10.1038/s41467-022-31990-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Vornhagen, Jay
Roberts, Emily K.
Unverdorben, Lavinia
Mason, Sophia
Patel, Alieysa
Crawford, Ryan
Holmes, Caitlyn L.
Sun, Yuang
Teodorescu, Alexandra
Snitkin, Evan S.
Zhao, Lili
Simner, Patricia J.
Tamma, Pranita D.
Rao, Krishna
Kaye, Keith S.
Bachman, Michael A.
Combined comparative genomics and clinical modeling reveals plasmid-encoded genes are independently associated with Klebsiella infection
title Combined comparative genomics and clinical modeling reveals plasmid-encoded genes are independently associated with Klebsiella infection
title_full Combined comparative genomics and clinical modeling reveals plasmid-encoded genes are independently associated with Klebsiella infection
title_fullStr Combined comparative genomics and clinical modeling reveals plasmid-encoded genes are independently associated with Klebsiella infection
title_full_unstemmed Combined comparative genomics and clinical modeling reveals plasmid-encoded genes are independently associated with Klebsiella infection
title_short Combined comparative genomics and clinical modeling reveals plasmid-encoded genes are independently associated with Klebsiella infection
title_sort combined comparative genomics and clinical modeling reveals plasmid-encoded genes are independently associated with klebsiella infection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9343666/
https://www.ncbi.nlm.nih.gov/pubmed/35915063
http://dx.doi.org/10.1038/s41467-022-31990-1
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