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regentrans: a framework and R package for using genomics to study regional pathogen transmission.
- Source :
-
Microbial genomics [Microb Genom] 2022 Jan; Vol. 8 (1). - Publication Year :
- 2022
-
Abstract
- Increasing evidence of regional pathogen transmission networks highlights the importance of investigating the dissemination of multidrug-resistant organisms (MDROs) across a region to identify where transmission is occurring and how pathogens move across regions. We developed a framework for investigating MDRO regional transmission dynamics using whole-genome sequencing data and created regentrans, an easy-to-use, open source R package that implements these methods (https://github.com/Snitkin-Lab-Umich/regentrans). Using a dataset of over 400 carbapenem-resistant isolates of Klebsiella pneumoniae collected from patients in 21 long-term acute care hospitals over a one-year period, we demonstrate how to use our framework to gain insights into differences in inter- and intra-facility transmission across different facilities and over time. This framework and corresponding R package will allow investigators to better understand the origins and transmission patterns of MDROs, which is the first step in understanding how to stop transmission at the regional level.
- Subjects :
- Carbapenems pharmacology
Cross Infection microbiology
Cross Infection transmission
Databases, Genetic
Humans
Klebsiella pneumoniae drug effects
Klebsiella pneumoniae genetics
Klebsiella pneumoniae isolation & purification
Phylogeny
Software
Whole Genome Sequencing
Drug Resistance, Multiple, Bacterial
Genomics methods
Klebsiella Infections transmission
Klebsiella pneumoniae classification
Subjects
Details
- Language :
- English
- ISSN :
- 2057-5858
- Volume :
- 8
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Microbial genomics
- Publication Type :
- Academic Journal
- Accession number :
- 35037617
- Full Text :
- https://doi.org/10.1099/mgen.0.000747