Genomic epidemiology and transmission dynamics of plasmids carrying New Delhi metallo-β-lactamase (blaNDM) at a single hospital system over five years
Raabe, N. J.; Mills, E. J.; Bapat, S.; Griffith, M. P.; Shutt, K.; Waggle, K. D.; Sundermann, A. J.; Shields, R. K.; Pless, L.; Snyder, G. M.; Harrison, L. H.; Van Tyne, D.
Show abstract
Background: Conjugative plasmids encoding New Delhi metallo-beta-lactamase (blaNDM) pose a threat for the spread of carbapenem resistance among healthcare acquired pathogens. Plasmid-associated outbreaks of blaNDM-producing bacteria can involve multiple bacterial species and persist over long time periods, making their detection and control difficult. We systematically studied the genomic epidemiology of blaNDM-encoding plasmids detected within a single hospital system over a five-year period. Methods: blaNDM-producing isolates were collected from clinical cultures as part of the Enhanced Detection System for Healthcare-Associated Transmission (EDS-HAT) genomic sequencing active surveillance program, or during infection prevention and control (IP&C) investigations. Isolates were identified as blaNDM producers by polymerase chain reaction (PCR); the presence of plasmid-encoded blaNDM genes was confirmed by sequencing on both Illumina and Oxford Nanopore platforms. Plasmids were clustered using Pling and bacterial relatedness of host isolates was evaluated with split kmer analysis. Electronic health record data were used to identify shared unit-level spatiotemporal exposures and epidemiologic links within both plasmid and host clusters. Results: We identified 61 blaNDM-producing isolates collected from 54 patients sampled between November 2020 and July 2025. Isolates belonged to 15 Enterobacterales species; Enterobacter hormaechei was the most frequently sampled species (n=23, 37%), and blaNDM-5 was the most frequently observed blaNDM allele (n=36, 59%). We observed six clusters of genetically similar blaNDM-encoding plasmids each containing 2-28 isolates, and eight singleton plasmids. The two largest plasmid clusters consisted of a highly conserved 46 kb IncX3 family blaNDM-5-encoding plasmid (n=28 plasmids, 9 species) and a more variable 98-201 kb IncC family blaNDM-1-encoding plasmid (n=12 plasmids, 6 species). Epidemiologic investigation paired with whole genome sequencing identified spatiotemporal associations between shared patient exposures and putative plasmid and bacterial transmission clusters, suggesting that unit-level exposures contribute to plasmid dissemination. Finally, analysis of publicly available sequences showed that the most prevalent plasmids detected, IncX3(blaNDM-5) and IncC(blaNDM-1), also demonstrated high global prevalence. Conclusions: This study demonstrates the diversity of blaNDM carrying plasmids within a single hospital system and their capacity to cause prolonged, multispecies outbreaks. Integrating whole genome sequencing with epidemiologic data identified unit-level spatiotemporal overlap as a likely contributor to plasmid dissemination in the hospital.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Resolving plasmid-encoded carbapenem resistance dynamics and reservoirs in a hospital setting through nanopore sequencing 97%
- Multi-omic surveillance of Escherichia coli and Klebsiella spp. in hospital sink drains and patients 95%
- Genomic surveillance of Escherichia coli ST131 identifies local expansion and serial replacement of subclones 95%
Similar papers in this journal
- ESBL plasmids in Klebsiella pneumoniae : diversity, transmission, and contribution to infection burden in the hospital setting 97%
- Inter-species geographic signatures for tracing horizontal gene transfer and long-term persistence of carbapenem resistance 96%
- Longitudinal analysis within one hospital in sub-Saharan Africa over 20 years reveals repeated replacements of dominant clones of Klebsiella pneumoniae and stresses the importance to include temporal patterns for vaccine design considerations 95%
Similar papers in this journal
- Putative conjugative plasmids with tcdB and cdtAB genes in clinical Clostridium difficile strains 2 from MLST clades C-I, 2 and 4 94%
- Salmonella Infantis, the emerging human multidrug resistant pathogen - a One Health perspective 91%
- Carriage duration of carbapenemase-producing Enterobacteriaceae in a hospital cohort - implications for infection control measures 90%
Similar papers in this journal
- Real-time Plasmid Transmission Detection Pipeline 94%
- Genetic Determinants Underlying the Progressive Phenotype of Beta-lactam/Beta-lactamase Inhibitor Resistance in Escherichia coli 94%
- Clinical and genomic epidemiology of mcr - 9 -carrying carbapenem-resistant Enterobacterales isolates in Metropolitan Atlanta, 2012-2017 94%
Similar papers in this journal
- Genomic surveillance of vancomycin-resistant Enterococcus faecium reveals spread of a linear plasmid conferring a nutrient utilization advantage 95%
- Phage-plasmids spread antibiotic resistance genes through infection and lysogenic conversion 94%
- The emergence of successful Streptococcus pyogenes lineages through convergent pathways of capsule loss and recombination directing high toxin expression 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.