ArticlePloS one2016
The Challenges of Implementing Next Generation Sequencing Across a Large Healthcare System, and the Molecular Epidemiology and Antibiotic Susceptibilities of Carbapenemase-Producing Bacteria in the Healthcare System of the U.S. Department of Defense.
Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Can Artificial Intelligence Transform Early Warning for Antimicrobial-Resistant Outbreak Clones? Approaches, Gaps, and Opportunities: A Scoping Review.Antibiotics (Basel, Switzerland) · 2026Review
- Uniting disciplines against antimicrobial resistance (AMR): highlights from a multidisciplinary inaugural AMR summit.Antimicrobial stewardship & healthcare epidemiology : ASHE · 2025Review
- Spatial and temporal dynamics of the prevalence of resistance genes and gastrointestinal pathogens in stool samples of German deployment returnees.European journal of microbiology & immunology · 2024Article
- Next-Generation Sequencing and Bioinformatics Consortium Approach to Genomic Surveillance.Emerging infectious diseases · 2024Article
- Comparison of carbapenem-susceptible and carbapenem-resistantMicrobial genomics · 2023Article
- Surveillance of carbapenem-resistant organisms using next-generation sequencing.Frontiers in public health · 2023Article
- COVIDSeq as Laboratory Developed Test (LDT) for Diagnosis of SARS-CoV-2 Variants of Concern (VOC).Archives of clinical and biomedical research · 2022Article
- Molecular Epidemiology of Carbapenem-ResistantMicroorganisms · 2021Article
- Application of Next-Generation Sequencing for Characterization of Surveillance and Clinical Trial Isolates: Analysis of the Distribution of β-lactamase Resistance Genes and Lineage Background in the United States.Open forum infectious diseases · 2019Article
- Whole Genome Sequencing detects Inter-Facility Transmission of Carbapenem-resistant Klebsiella pneumoniae.The Journal of infection · 2019Article
- GenomeTrakr proficiency testing for foodborne pathogen surveillance: an exercise from 2015.Microbial genomics · 2018Article
- Present and Future Surveillance of Antimicrobial Resistance in Animals: Principles and Practices.Microbiology spectrum · 2018Review
- Review
- Resistant Gram-Negative Bacteria and Diagnostic Point-of-Care Options for the Field Setting during Military Operations.BioMed research international · 2018Review
- Validation and Implementation of Clinical Laboratory Improvements Act-Compliant Whole-Genome Sequencing in the Public Health Microbiology Laboratory.Journal of clinical microbiology · 2017Article
- Article
- Metagenomics: The Next Culture-Independent Game Changer.Frontiers in microbiology · 2017Review
- Tumor Heterogeneity, Single-Cell Sequencing, and Drug Resistance.Pharmaceuticals (Basel, Switzerland) · 2016Review
Corrections and comments
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Authors and funding
17 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveWe sought to: 1) provide an overview of the genomic epidemiology of an extensive collection of carbapenemase-producing bacteria (CPB) collected in the U.S. Department of Defense health system; 2) increase awareness of the public availability of the sequences, isolates, and customized antimicrobial resistance database of that system; and 3) illustrate challenges and offer mitigations for implementing next generation sequencing (NGS) across large health systems.
designProspective surveillance and system-wide implementation of NGS.
setting288-hospital healthcare network.
methodsAll phenotypically carbapenem resistant bacteria underwent CarbaNP® testing and PCR, followed by NGS. Commercial (Newbler and Geneious), on-line (ResFinder), and open-source software (Btrim, FLASh, Bowtie2, an Samtools) were used for assembly, SNP detection and clustering. Laboratory capacity, throughput, and response time were assessed.
resultsFrom 2009 through 2015, 27,000 multidrug-resistant Gram-negative isolates were submitted. 225 contained carbapenemase-encoding genes (most commonly blaKPC, blaNDM, and blaOXA23). These were found in 15 species from 146 inpatients in 19 facilities. Genetically related CPB were found in more than one hospital. Other clusters or outbreaks were not clonal and involved genetically related plasmids, while some involved several unrelated plasmids. Relatedness depended on the clustering algorithm used. Transmission patterns of plasmids and other mobile genetic elements could not be determined without ultra-long read, single-molecule real-time sequencing. 80% of carbapenem-resistant phenotypes retained susceptibility to aminoglycosides, and 70% retained susceptibility to fluoroquinolones. However, among the CPB-confirmed genotypes, fewer than 25% retained susceptibility to aminoglycosides or fluoroquinolones.
conclusionAlthough NGS is increasingly acclaimed to revolutionize clinical practice, resource-constrained environments, large or geographically dispersed healthcare networks, and military or government-funded public health laboratories are likely to encounter constraints and challenges as they implement NGS across their health systems. These include lack of standardized definitions and quality control metrics, limitations of short-read sequencing, insufficient bandwidth, and the current limited availability of very expensive and scarcely available sequencing platforms. Possible solutions and mitigations are also proposed.
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