bioRxivMicrobiologyPreprint
A Novel Technique to Characterize Klebsiella pneumoniae Populations Indicates that Mono-Colonization is Associated with Risk of Infection
Lavinia V. UnverdorbeniD, Sophia MasoniD, Wei-Sheng WuiD, Moraima NodaiD, Stuart CastanedaiD, Jay VornhageniD, Evan S. SnitkiniD, Krishna K. RaoiD, Michael A. BachmaniD
Abstract
Klebsiella pneumoniae and related species are a common cause of healthcare-associated infections. The gut is a major Klebsiella reservoir and gut colonization is a risk factor for developing an extraintestinal Klebsiella infection. Patients can be colonized by multiple Klebsiella strains or even species in the gut simultaneously, and there is high concordance between the gut colonizing- and infection causing-strains. The detection and characterization of colonizing strains is critical for a better understanding of the progression to infection and for developing interventions for colonized patients. However, the association between mixed or mono-colonization and subsequent infection is unknown. In this study, we developed an amplicon-based sequencing method called wzi-Seq that enables the detection and quantification of Klebsiella strains from complex samples and mixtures using the conserved capsule gene wzi as a molecular barcode. This method is highly accurate and precise with a sensitivity of 93% and specificity of 99.8% in mixtures containing as many as 58 unique wzi types. The assay was validated analytically and applied to an established case and control cohort. We determined that 63.2% (108/171) patients were mono-colonized with a single Klebsiella strain while 36.8% (63/171) had mixed colonization with multiple Klebsiella strains. Controlling for patient variables in multivariate analysis, we determined that mono-colonization was significantly (p = 0.034) associated with infection. Characterization of Klebsiella colonizing populations could improve the accuracy of assessing infection risk and enable targeted interventions to prevent these healthcare-associated infections. ImportanceKlebsiella gut colonization is a major risk factor the development of extraintestinal Klebsiella infections in hospitalized settings. However, it is unknown if patients are colonized by one or multiple strains of Klebsiella and how the population structure of Klebsiella in the gut impacts infection risk. Here we describe the development of a novel technique, wzi-Seq, to detect and quantify multiple Klebsiella strains from complex samples using standard techniques and rapid DNA sequencing. We applied wzi-Seq to rectal swabs from a well-characterized patient cohort and found that Klebsiella colonization with a single strain was more prevalent than colonization with multiple strains. Furthermore, mono-colonized patients had a significantly higher risk of developing a Klebsiella infection than mixed colonized patients. This work validates a new tool to study Klebsiella populations and reveals that population structure in the gut influences the risk of healthcare associated infections.
- organism: human
- assay: DNA methylation
- research focus: cell type annotation
- research focus: differential expression
- research focus: gene regulatory network inference
- research focus: cell-cell communication
- approach: experimental assay
- Citations
- 1
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Measurement of Klebsiella Intestinal Colonization Density to Assess Infection Risk
Y. Sun, A. Patel, … M. A. Bachman·bioRxiv·Feb 16, 2021
- KlebSeq: A Diagnostic Tool for Healthcare Surveillance and Antimicrobial Resistance Monitoring of Klebsiella pneumoniae
Jolene R. Bowers, Darrin Lemmer, … Paul Keim·bioRxiv·Mar 14, 2016
- Gastrointestinal carriage is a major reservoir of K. pneumoniae infection in intensive care patients
C. L. Gorrie, M. Mirceta, … K. E. Holt·bioRxiv·Dec 23, 2016
- Modelling the gastrointestinal carriage of Klebsiella pneumoniae infections.
R. Calderon-Gonzalez, A. Lee, … J. A. Bengoechea·bioRxiv·Oct 3, 2022
- Within-host evolution of Klebsiella spp. from intestinal carriage to bacteremia
Cécile Gosset, Olaya Rendueles, … Sylvie Miquel·bioRxiv·Jan 5, 2026
- Genome-wide screens reveal shared and strain-specific genes that facilitate enteric colonization by Klebsiella pneumoniae
B. Cheung, A. Alisoltanidehkordi, … A. R. Hauser·bioRxiv·Aug 30, 2023