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A Novel Technique to Characterize Klebsiella pneumoniae Populations Indicates that Mono-Colonization is Associated
Lavinia V Unverdorben1, Sophia Mason2, Weisheng Wu3
1Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, Michigan, USA.
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.
Insights
Single Klebsiella strain colonization, not mixed, is linked to increased infection risk. This finding aids in predicting and preventing healthcare-associated Klebsiella infections by characterizing gut reservoirs.
Area of Science:
- Microbiology
- Infectious Diseases
- Genomics
Background:
- The gut is a primary reservoir for Klebsiella, a common cause of healthcare-associated infections.
- Gut colonization by Klebsiella strains is a significant risk factor for developing invasive infections.
- Understanding the relationship between gut colonization patterns and infection development is crucial.
Purpose of the Study:
- To develop and validate a novel sequencing method for detecting and quantifying Klebsiella strains in complex gut samples.
- To investigate the association between mono-colonization versus mixed colonization by Klebsiella and the risk of subsequent infection.
Main Methods:
- Developed wzi-Seq, an amplicon-based sequencing method targeting the conserved wzi capsule gene for Klebsiella strain identification and quantification.
- Validated wzi-Seq analytically for accuracy, precision, sensitivity, and specificity in complex mixtures.
- Applied wzi-Seq to a case-control cohort to analyze Klebsiella colonization patterns in patients.
Main Results:
- wzi-Seq demonstrated high accuracy (93% sensitivity, 99.8% specificity) in detecting up to 58 unique wzi types in mixtures.
- Analysis revealed 63.2% of patients had mono-colonization and 36.8% had mixed Klebsiella colonization.
- Multivariate analysis showed a significant association between mono-colonization and subsequent infection (p = 0.034).
Conclusions:
- wzi-Seq is a robust tool for characterizing Klebsiella gut populations.
- Mono-colonization with a single Klebsiella strain is significantly associated with an increased risk of infection.
- Characterizing Klebsiella colonization can improve infection risk assessment and guide targeted preventive interventions.
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