Cargando…
Estimated Roles of the Carrier and the Bacterial Strain When Methicillin-Resistant Staphylococcus aureus Decolonization Fails: a Case-Control Study
Methicillin-resistant Staphylococcus aureus (MRSA) is a common bacterial pathogen that frequently colonizes healthy individuals, with potential to cause invasive infection. In Denmark, to keep the prevalence low, MRSA carriers are recommended to undergo decolonization treatments, but achieving decol...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Society for Microbiology
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9602359/ https://www.ncbi.nlm.nih.gov/pubmed/36000891 http://dx.doi.org/10.1128/spectrum.01296-22 |
_version_ | 1784817296879910912 |
---|---|
author | Holm, Mona Katrine Alberthe Jørgensen, Kristina Melbardis Bagge, Kristian Worning, Peder Pedersen, Michael Westh, Henrik Monk, Jonathan M. Bartels, Mette Damkjær |
author_facet | Holm, Mona Katrine Alberthe Jørgensen, Kristina Melbardis Bagge, Kristian Worning, Peder Pedersen, Michael Westh, Henrik Monk, Jonathan M. Bartels, Mette Damkjær |
author_sort | Holm, Mona Katrine Alberthe |
collection | PubMed |
description | Methicillin-resistant Staphylococcus aureus (MRSA) is a common bacterial pathogen that frequently colonizes healthy individuals, with potential to cause invasive infection. In Denmark, to keep the prevalence low, MRSA carriers are recommended to undergo decolonization treatments, but achieving decolonization is challenging. Knowledge about the factors contributing to decolonization is scarce. We aimed to identify bacterial genome and clinical factors influencing MRSA decolonization. We identified all new MRSA patients above 2 years of age within the Hvidovre catchment area, Copenhagen, Denmark, in 2017 and 2018. Carriers were defined as chronic carriers (cases) if they were MRSA positive after two or more treatments and as nonchronic carriers (controls) if they were MRSA free after the first or second treatment. Using whole-genome sequencing (WGS), we constructed a pangenome of bacterial strains. With the incorporation of bacterial genome and clinical patient data, machine learning and multivariate analyses were performed to determine the factors associated with decolonization. A total of 477 MRSA carriers were included. An age of ≥13 years was significantly associated with nonchronic carriage. We identified 278 bacterial genetic features that were statistically significantly associated with chronic carriage (P < 0.05 by Fisher’s exact test). Chronic MRSA carriage was predicted with 68% accuracy using a combination of bacterial genome data and patient clinical data. Decolonization success is multifactorial. Apart from the 68% predicted accuracy found in this study, we estimate that the remaining 32% is a result of host factors and microbiome composition. IMPORTANCE Carriage of methicillin-resistant Staphylococcus aureus (MRSA) and other multiresistant bacteria is a prerequisite for infection and transmission. Successful decolonization treatment removes these risks. We aimed to identify bacterial genome and host clinical factors that influence MRSA decolonization to estimate the roles of the carrier and the bacterial strain, respectively, when decolonization fails. The long-term goal, beyond this study, is to optimize decolonization success, minimize MRSA transmission, and, ultimately, improve the quality of life of MRSA carriers. |
format | Online Article Text |
id | pubmed-9602359 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Society for Microbiology |
record_format | MEDLINE/PubMed |
spelling | pubmed-96023592022-10-27 Estimated Roles of the Carrier and the Bacterial Strain When Methicillin-Resistant Staphylococcus aureus Decolonization Fails: a Case-Control Study Holm, Mona Katrine Alberthe Jørgensen, Kristina Melbardis Bagge, Kristian Worning, Peder Pedersen, Michael Westh, Henrik Monk, Jonathan M. Bartels, Mette Damkjær Microbiol Spectr Research Article Methicillin-resistant Staphylococcus aureus (MRSA) is a common bacterial pathogen that frequently colonizes healthy individuals, with potential to cause invasive infection. In Denmark, to keep the prevalence low, MRSA carriers are recommended to undergo decolonization treatments, but achieving decolonization is challenging. Knowledge about the factors contributing to decolonization is scarce. We aimed to identify bacterial genome and clinical factors influencing MRSA decolonization. We identified all new MRSA patients above 2 years of age within the Hvidovre catchment area, Copenhagen, Denmark, in 2017 and 2018. Carriers were defined as chronic carriers (cases) if they were MRSA positive after two or more treatments and as nonchronic carriers (controls) if they were MRSA free after the first or second treatment. Using whole-genome sequencing (WGS), we constructed a pangenome of bacterial strains. With the incorporation of bacterial genome and clinical patient data, machine learning and multivariate analyses were performed to determine the factors associated with decolonization. A total of 477 MRSA carriers were included. An age of ≥13 years was significantly associated with nonchronic carriage. We identified 278 bacterial genetic features that were statistically significantly associated with chronic carriage (P < 0.05 by Fisher’s exact test). Chronic MRSA carriage was predicted with 68% accuracy using a combination of bacterial genome data and patient clinical data. Decolonization success is multifactorial. Apart from the 68% predicted accuracy found in this study, we estimate that the remaining 32% is a result of host factors and microbiome composition. IMPORTANCE Carriage of methicillin-resistant Staphylococcus aureus (MRSA) and other multiresistant bacteria is a prerequisite for infection and transmission. Successful decolonization treatment removes these risks. We aimed to identify bacterial genome and host clinical factors that influence MRSA decolonization to estimate the roles of the carrier and the bacterial strain, respectively, when decolonization fails. The long-term goal, beyond this study, is to optimize decolonization success, minimize MRSA transmission, and, ultimately, improve the quality of life of MRSA carriers. American Society for Microbiology 2022-08-24 /pmc/articles/PMC9602359/ /pubmed/36000891 http://dx.doi.org/10.1128/spectrum.01296-22 Text en Copyright © 2022 Holm et al. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Article Holm, Mona Katrine Alberthe Jørgensen, Kristina Melbardis Bagge, Kristian Worning, Peder Pedersen, Michael Westh, Henrik Monk, Jonathan M. Bartels, Mette Damkjær Estimated Roles of the Carrier and the Bacterial Strain When Methicillin-Resistant Staphylococcus aureus Decolonization Fails: a Case-Control Study |
title | Estimated Roles of the Carrier and the Bacterial Strain When Methicillin-Resistant Staphylococcus aureus Decolonization Fails: a Case-Control Study |
title_full | Estimated Roles of the Carrier and the Bacterial Strain When Methicillin-Resistant Staphylococcus aureus Decolonization Fails: a Case-Control Study |
title_fullStr | Estimated Roles of the Carrier and the Bacterial Strain When Methicillin-Resistant Staphylococcus aureus Decolonization Fails: a Case-Control Study |
title_full_unstemmed | Estimated Roles of the Carrier and the Bacterial Strain When Methicillin-Resistant Staphylococcus aureus Decolonization Fails: a Case-Control Study |
title_short | Estimated Roles of the Carrier and the Bacterial Strain When Methicillin-Resistant Staphylococcus aureus Decolonization Fails: a Case-Control Study |
title_sort | estimated roles of the carrier and the bacterial strain when methicillin-resistant staphylococcus aureus decolonization fails: a case-control study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9602359/ https://www.ncbi.nlm.nih.gov/pubmed/36000891 http://dx.doi.org/10.1128/spectrum.01296-22 |
work_keys_str_mv | AT holmmonakatrinealberthe estimatedrolesofthecarrierandthebacterialstrainwhenmethicillinresistantstaphylococcusaureusdecolonizationfailsacasecontrolstudy AT jørgensenkristinamelbardis estimatedrolesofthecarrierandthebacterialstrainwhenmethicillinresistantstaphylococcusaureusdecolonizationfailsacasecontrolstudy AT baggekristian estimatedrolesofthecarrierandthebacterialstrainwhenmethicillinresistantstaphylococcusaureusdecolonizationfailsacasecontrolstudy AT worningpeder estimatedrolesofthecarrierandthebacterialstrainwhenmethicillinresistantstaphylococcusaureusdecolonizationfailsacasecontrolstudy AT pedersenmichael estimatedrolesofthecarrierandthebacterialstrainwhenmethicillinresistantstaphylococcusaureusdecolonizationfailsacasecontrolstudy AT westhhenrik estimatedrolesofthecarrierandthebacterialstrainwhenmethicillinresistantstaphylococcusaureusdecolonizationfailsacasecontrolstudy AT monkjonathanm estimatedrolesofthecarrierandthebacterialstrainwhenmethicillinresistantstaphylococcusaureusdecolonizationfailsacasecontrolstudy AT bartelsmettedamkjær estimatedrolesofthecarrierandthebacterialstrainwhenmethicillinresistantstaphylococcusaureusdecolonizationfailsacasecontrolstudy |