TY - JOUR
T1 - Destination shapes antibiotic resistance gene acquisitions, abundance increases, and diversity changes in Dutch travelers
AU - D'Souza, Alaric W.
AU - Boolchandani, Manish
AU - Patel, Sanket
AU - Galazzo, Gianluca
AU - van Hattem, Jarne M.
AU - Arcilla, Maris S.
AU - Melles, Damian C.
AU - de Jong, Menno D.
AU - Schultsz, Constance
AU - COMBAT Consortium
AU - Dantas, Gautam
AU - Penders, John
N1 - Funding Information:
The COMBAT study was funded by The Netherlands Organization for Health, Research and Development (ZonMw; 50-51700-98-120). This work was supported in part by awards to JP through the Dutch Research Council (VIDI grant 016.156.427) and GD through the National Institute of Allergy and Infectious Diseases of the US National Institutes of Health (R01AI123394), the Congressionally Directed Medical Research Program of the US Department of Defense (W81XWH1810225), and the Edward Mallinckrodt, Jr. Foundation (Scholar Award). AWD received support from the Institutional Program Unifying Population and Laboratory-Based Sciences Burroughs Welcome Fund grant to Washington University and the National Research Service Award-Medical Scientist grant to Washington University (T32 GM007200). The content is solely the responsibility of the authors and does not necessarily represent the official views of the funding agencies.
Funding Information:
We thank all the employees of the travel clinics (Institute for Tropical Diseases, Havenziekenhuis; Centre of Tropical Medicine and Travel Medicine, Amsterdam University Medical Centre; EASE Travel Health & Support) for their help in the recruitment of participants. We thank the Edison Family Center for Genome Sciences & Systems Biology at Washington University in St. Louis School of Medicine staff, Eric Martin, Brian Koebbe, and Jessica Hoisington-L?pez, for the technical support in high-throughput sequencing and computing. We thank Christel Driessen and Erik Beuken (Penders lab) for the construction of functional metagenomic libraries and the members of the Dantas Lab for the helpful comments on the manuscript.
Publisher Copyright:
© 2021, The Author(s).
PY - 2021/6/7
Y1 - 2021/6/7
N2 - Background: Antimicrobial-resistant bacteria and their antimicrobial resistance (AMR) genes can spread by hitchhiking in human guts. International travel can exacerbate this public health threat when travelers acquire AMR genes endemic to their destinations and bring them back to their home countries. Prior studies have demonstrated travel-related acquisition of specific opportunistic pathogens and AMR genes, but the extent and magnitude of travel’s effects on the gut resistome remain largely unknown. Methods: Using whole metagenomic shotgun sequencing, functional metagenomics, and Dirichlet multinomial mixture models, we investigated the abundance, diversity, function, resistome architecture, and context of AMR genes in the fecal microbiomes of 190 Dutch individuals, before and after travel to diverse international locations. Results: Travel markedly increased the abundance and α-diversity of AMR genes in the travelers’ gut resistome, and we determined that 56 unique AMR genes showed significant acquisition following international travel. These acquisition events were biased towards AMR genes with efflux, inactivation, and target replacement resistance mechanisms. Travel-induced shaping of the gut resistome had distinct correlations with geographical destination, so individuals returning to The Netherlands from the same destination country were more likely to have similar resistome features. Finally, we identified and detailed specific acquisition events of high-risk, mobile genetic element-associated AMR genes including qnr fluoroquinolone resistance genes, bla
CTX-M family extended-spectrum β-lactamases, and the plasmid-borne mcr-1 colistin resistance gene. Conclusions: Our results show that travel shapes the architecture of the human gut resistome and results in AMR gene acquisition against a variety of antimicrobial drug classes. These broad acquisitions highlight the putative risks that international travel poses to public health by gut resistome perturbation and the global spread of locally endemic AMR genes.
AB - Background: Antimicrobial-resistant bacteria and their antimicrobial resistance (AMR) genes can spread by hitchhiking in human guts. International travel can exacerbate this public health threat when travelers acquire AMR genes endemic to their destinations and bring them back to their home countries. Prior studies have demonstrated travel-related acquisition of specific opportunistic pathogens and AMR genes, but the extent and magnitude of travel’s effects on the gut resistome remain largely unknown. Methods: Using whole metagenomic shotgun sequencing, functional metagenomics, and Dirichlet multinomial mixture models, we investigated the abundance, diversity, function, resistome architecture, and context of AMR genes in the fecal microbiomes of 190 Dutch individuals, before and after travel to diverse international locations. Results: Travel markedly increased the abundance and α-diversity of AMR genes in the travelers’ gut resistome, and we determined that 56 unique AMR genes showed significant acquisition following international travel. These acquisition events were biased towards AMR genes with efflux, inactivation, and target replacement resistance mechanisms. Travel-induced shaping of the gut resistome had distinct correlations with geographical destination, so individuals returning to The Netherlands from the same destination country were more likely to have similar resistome features. Finally, we identified and detailed specific acquisition events of high-risk, mobile genetic element-associated AMR genes including qnr fluoroquinolone resistance genes, bla
CTX-M family extended-spectrum β-lactamases, and the plasmid-borne mcr-1 colistin resistance gene. Conclusions: Our results show that travel shapes the architecture of the human gut resistome and results in AMR gene acquisition against a variety of antimicrobial drug classes. These broad acquisitions highlight the putative risks that international travel poses to public health by gut resistome perturbation and the global spread of locally endemic AMR genes.
KW - ANTIMICROBIAL RESISTANCE
KW - Antibiotic resistance
KW - BACTERIA
KW - COLONIZATION
KW - COMBAT
KW - DYNAMICS
KW - ESBL
KW - ESCHERICHIA-COLI
KW - GUT MICROBIOTA
KW - LACTAMASE-PRODUCING ENTEROBACTERIACEAE
KW - METAGENOMICS
KW - RESISTOME
KW - Resistome
KW - Travel
KW - mcr-1 beta-Lactamases
KW - CONJUGATION
UR - https://springernature.figshare.com/articles/dataset/Additional_file_2_of_Destination_shapes_antibiotic_resistance_gene_acquisitions_abundance_increases_and_diversity_changes_in_Dutch_travelers/14741089/1
UR - https://springernature.figshare.com/articles/dataset/Additional_file_3_of_Destination_shapes_antibiotic_resistance_gene_acquisitions_abundance_increases_and_diversity_changes_in_Dutch_travelers/14741092/1
UR - https://springernature.figshare.com/articles/dataset/Additional_file_4_of_Destination_shapes_antibiotic_resistance_gene_acquisitions_abundance_increases_and_diversity_changes_in_Dutch_travelers/14741095/1
UR - https://springernature.figshare.com/articles/dataset/Additional_file_5_of_Destination_shapes_antibiotic_resistance_gene_acquisitions_abundance_increases_and_diversity_changes_in_Dutch_travelers/14741098/1
UR - https://springernature.figshare.com/articles/dataset/Additional_file_6_of_Destination_shapes_antibiotic_resistance_gene_acquisitions_abundance_increases_and_diversity_changes_in_Dutch_travelers/14741101/1
U2 - 10.1186/s13073-021-00893-z
DO - 10.1186/s13073-021-00893-z
M3 - Article
C2 - 34092249
SN - 1756-994X
VL - 13
JO - Genome Medicine
JF - Genome Medicine
IS - 1
M1 - 79
ER -