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Blake KS, Schwartz DJ, Paruthiyil S, Wang B, Ning J, Isidean SD, Burns DS, Whiteson H, Lalani T, Fraser JA, Connor P, Troth T, Porter CK, Tribble DR, Riddle MS, Gutiérrez RL, Simons MP, Dantas G. Gut microbiome and antibiotic resistance effects during travelers' diarrhea treatment and prevention. mBio 2024; 15:e0279023. [PMID: 38085102 PMCID: PMC10790752 DOI: 10.1128/mbio.02790-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 10/30/2023] [Indexed: 01/17/2024] Open
Abstract
IMPORTANCE The travelers' gut microbiome is potentially assaulted by acute and chronic perturbations (e.g., diarrhea, antibiotic use, and different environments). Prior studies of the impact of travel and travelers' diarrhea (TD) on the microbiome have not directly compared antibiotic regimens, and studies of different antibiotic regimens have not considered travelers' microbiomes. This gap is important to be addressed as the use of antibiotics to treat or prevent TD-even in moderate to severe cases or in regions with high infectious disease burden-is controversial based on the concerns for unintended consequences to the gut microbiome and antimicrobial resistance (AMR) emergence. Our study addresses this by evaluating the impact of defined antibiotic regimens (single-dose treatment or daily prophylaxis) on the gut microbiome and resistomes of deployed servicemembers, using samples collected during clinical trials. Our findings indicate that the antibiotic treatment regimens that were studied generally do not lead to adverse effects on the gut microbiome and resistome and identify the relative risks associated with prophylaxis. These results can be used to inform therapeutic guidelines for the prevention and treatment of TD and make progress toward using microbiome information in personalized medical care.
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Affiliation(s)
- Kevin S. Blake
- The Edison Family Center for Genome Sciences & Systems Biology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Drew J. Schwartz
- The Edison Family Center for Genome Sciences & Systems Biology, Washington University School of Medicine, St. Louis, Missouri, USA
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri, USA
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, Missouri, USA
- Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, Missouri, USA
- Center for Women’s Infectious Diseases, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Srinand Paruthiyil
- The Edison Family Center for Genome Sciences & Systems Biology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Bin Wang
- The Edison Family Center for Genome Sciences & Systems Biology, Washington University School of Medicine, St. Louis, Missouri, USA
- Department of Pathology and Immunology, Division of Laboratory and Genomic Medicine, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Jie Ning
- The Edison Family Center for Genome Sciences & Systems Biology, Washington University School of Medicine, St. Louis, Missouri, USA
- Department of Pathology and Immunology, Division of Laboratory and Genomic Medicine, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Sandra D. Isidean
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
- Naval Medical Research Command, Silver Spring, Maryland, USA
| | - Daniel S. Burns
- Academic Department of Military Medicine, UK Defence Medical Directorate, Birmingham, United Kingdom
| | - Harris Whiteson
- The Edison Family Center for Genome Sciences & Systems Biology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Tahaniyat Lalani
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
- Infectious Disease Clinical Research Program, Preventive Medicine and Biostatistics Department, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Jamie A. Fraser
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, Maryland, USA
- Infectious Disease Clinical Research Program, Preventive Medicine and Biostatistics Department, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Patrick Connor
- Academic Department of Military Medicine, UK Defence Medical Directorate, Birmingham, United Kingdom
| | - Tom Troth
- Academic Department of Military Medicine, UK Defence Medical Directorate, Birmingham, United Kingdom
| | - Chad K. Porter
- Naval Medical Research Command, Silver Spring, Maryland, USA
| | - David R. Tribble
- Infectious Disease Clinical Research Program, Preventive Medicine and Biostatistics Department, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Mark S. Riddle
- Infectious Disease Clinical Research Program, Preventive Medicine and Biostatistics Department, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | | | - Mark P. Simons
- Naval Medical Research Command, Silver Spring, Maryland, USA
- Infectious Disease Clinical Research Program, Preventive Medicine and Biostatistics Department, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Gautam Dantas
- The Edison Family Center for Genome Sciences & Systems Biology, Washington University School of Medicine, St. Louis, Missouri, USA
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri, USA
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, Missouri, USA
- Department of Pathology and Immunology, Division of Laboratory and Genomic Medicine, Washington University School of Medicine, St. Louis, Missouri, USA
- Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, Missouri, USA
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Park DE, Aziz M, Koch BJ, Roach K, Clabots C, Johnson JR, Price LB, Liu CM. Gut microbiome predictors of Escherichia coli sequence type 131 colonization and loss. EBioMedicine 2024; 99:104909. [PMID: 38096689 PMCID: PMC10758731 DOI: 10.1016/j.ebiom.2023.104909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Revised: 11/15/2023] [Accepted: 11/28/2023] [Indexed: 01/05/2024] Open
Abstract
BACKGROUND Escherichia coli sequence type 131 (ST131), specifically its fluoroquinolone-resistant H30R clade (ST131-H30R), is a global multidrug-resistant pathogen. The gut microbiome's role in ST131-H30R intestinal carriage is undefined. METHODS Veterans and their household members underwent longitudinal fecal swab surveillance for ST131 in 2014-2018. The fecal microbiome was characterized by 16S rRNA qPCR and sequencing. We evaluated associations between ST131-H30R carriage and gut microbiome at baseline by random forest models to identify the most informative gut bacterial phyla and genera attributes for ST131 and ST131-H30R carriage status. Next, we assessed longitudinal associations between fecal microbiome and ST131-H30R carriage using a mixed-effects logistic regression with longitudinal measures. FINDINGS Of the 519 participants, 78 were carriers of ST131, among whom 49 had ST131-H30R. At the baseline timepoint, H30R-positive participants had higher proportional abundances of Actinobacteria phylum (mean: 4.9% vs. 3.1%) than ST131-negative participants. H30R-positive participants also had higher abundances of Collinsella (mean: 2.3% vs. 1.1%) and lower abundances of Alistipes (mean: 2.1% vs. 2.6%) than ST131-negative participants. In the longitudinal analysis, Collinsella abundance correlated positively with ST131-H30R carriage status and negatively with the loss of ST131-H30R. Conversely, Alistipes corresponded with the loss and persistent absence of ST131-H30R even in the presence of a household exposure. INTERPRETATION Abundances of specific fecal bacteria correlated with ST131-H30R carriage, persistence, and loss, suggesting their potential as targets for microbiome-based strategies to reduce carriage of ST131-H30R, a significant risk factor for invasive infections. FUNDING This work was supported in part by National Institute of Allergy and Infectious Diseases of the National Institutes of Health under award numbers R21AI117654 and UM1AI104681 and the Office of Research and Development, Department of Veterans Affairs. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health or the Department of Veterans Affairs.
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Affiliation(s)
- Daniel E Park
- Department of Environmental and Occupational Health, Milken Institute School of Public Health, George Washington University, Washington, DC, 20052, USA
| | - Maliha Aziz
- Department of Environmental and Occupational Health, Milken Institute School of Public Health, George Washington University, Washington, DC, 20052, USA
| | - Benjamin J Koch
- Center for Ecosystem Science and Society, Northern Arizona University, P.O. Box 5620, Flagstaff, AZ, 86011, USA; Department of Biological Sciences, Northern Arizona University, 617 S Beaver St., Flagstaff, AZ, 86011, USA
| | - Kelsey Roach
- Department of Environmental and Occupational Health, Milken Institute School of Public Health, George Washington University, Washington, DC, 20052, USA
| | - Connie Clabots
- Minneapolis Veterans Affairs Health Care System, 1 Veterans Dr, Minneapolis, MN, 55417, USA
| | - James R Johnson
- Minneapolis Veterans Affairs Health Care System, 1 Veterans Dr, Minneapolis, MN, 55417, USA; Department of Medicine, University of Minnesota, 401 East River Parkway, VCRC 1st, UK Floor, Suite 131, Minneapolis, MN, 55455, USA
| | - Lance B Price
- Department of Environmental and Occupational Health, Milken Institute School of Public Health, George Washington University, Washington, DC, 20052, USA
| | - Cindy M Liu
- Department of Environmental and Occupational Health, Milken Institute School of Public Health, George Washington University, Washington, DC, 20052, USA.
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Cheung MK, Ng RWY, Lai CKC, Zhu C, Au ETK, Yau JWK, Li C, Wong HC, Wong BCK, Kwok KO, Chen Z, Chan PKS, Lui GCY, Ip M. Alterations in faecal microbiome and resistome in Chinese international travellers: a metagenomic analysis. J Travel Med 2023; 30:taad027. [PMID: 36864573 PMCID: PMC10628765 DOI: 10.1093/jtm/taad027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 02/20/2023] [Accepted: 02/21/2023] [Indexed: 03/04/2023]
Abstract
BACKGROUND International travel increases the risk of acquisition of antibiotic-resistant bacteria and antibiotic resistance genes (ARGs). Previous studies have characterized the changes in the gut microbiome and resistome of Western travellers; however, information on non-Western populations and the effects of travel-related risk factors on the gut microbiome and resistome remains limited. METHODS We conducted a prospective observational study on a cohort of 90 healthy Chinese adult residents of Hong Kong. We characterized the microbiome and resistome in stools collected from the subjects before and after travelling to diverse international locations using shotgun metagenomic sequencing and examined their associations with travel-related variables. RESULTS Our results showed that travel neither significantly changed the taxonomic composition of the faecal microbiota nor altered the alpha (Shannon) or beta diversity of the faecal microbiome or resistome. However, travel significantly increased the number of ARGs. Ten ARGs, including aadA, TEM, mgrB, mphA, qnrS9 and tetR, were significantly enriched in relative abundance after travel, eight of which were detected in metagenomic bins belonging to Escherichia/Shigella flexneri in the post-trip samples. In sum, 30 ARGs significantly increased in prevalence after travel, with the largest changes observed in tetD and a few qnrS variants (qnrS9, qnrS and qnrS8). We found that travel to low- or middle-income countries, or Africa or Southeast Asia, increased the number of ARG subtypes, whereas travel to low- or middle-income countries and the use of alcohol-based hand sanitizer (ABHS) or doxycycline as antimalarial prophylaxis during travel resulted in increased changes in the beta diversity of the faecal resistome. CONCLUSIONS Our study highlights travel to low- or middle-income countries, Africa or Southeast Asia, a long travel duration, or the use of ABHS or doxycycline as antimalarial prophylaxis as important risk factors for the acquisition/enrichment of ARGs during international travel.
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Affiliation(s)
- Man Kit Cheung
- Department of Microbiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Rita W Y Ng
- Department of Microbiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Christopher K C Lai
- Department of Microbiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Chendi Zhu
- Department of Microbiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Eva T K Au
- University Health Service, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region, China
| | - Jennifer W K Yau
- Department of Microbiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Carmen Li
- Department of Microbiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Ho Cheong Wong
- University Health Service, The Hong Kong Polytechnic University, Hong Kong Special Administrative Region, China
| | - Bonnie C K Wong
- Department of Medicine & Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Kin On Kwok
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
- Stanley Ho Centre for Emerging Infectious Diseases, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
- Hong Kong Institute of Asia-Pacific Studies, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Zigui Chen
- Department of Microbiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Paul K S Chan
- Department of Microbiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Grace C Y Lui
- Department of Medicine & Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Margaret Ip
- Department of Microbiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
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Dallman TJ, Neuert S, Fernandez Turienzo C, Berin M, Richardson E, Fuentes-Utrilla P, Loman N, Gharbia S, Jenkins C, Behrens RH, Godbole G, Brown M. Prevalence and Persistence of Antibiotic Resistance Determinants in the Gut of Travelers Returning to the United Kingdom is Associated with Colonization by Pathogenic Escherichia coli. Microbiol Spectr 2023; 11:e0518522. [PMID: 37255437 PMCID: PMC10433802 DOI: 10.1128/spectrum.05185-22] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 05/11/2023] [Indexed: 06/01/2023] Open
Abstract
The gut microbiota constitutes an ideal environment for the selection, exchange, and carriage of antibiotic resistance determinants (ARDs), and international travel has been identified as a risk factor for acquisition of resistant organisms. Here, we present a longitudinal metagenomic analysis of the gut resistome in travellers to "high-risk" countries (Gutback). Fifty volunteers, recruited at a travel clinic in London, United Kingdom, provided stool samples before (pre-travel), immediately after (post-travel), and 6 months after their return (follow-up) from a high-risk destination. Fecal DNA was extracted, metagenomic sequencing performed and the resistome profiled. An increase in abundance and diversity of resistome was observed after travel. Significant increases in abundance were seen in antimicrobial genes conferring resistance to macrolides, third-generation cephalosporins, aminoglycosides, and sulfonamides. There was a significant association with increased resistome abundance if the participant experienced diarrhea during travel or took antibiotics, but these two variables were co-correlated. The resistome abundance returned to pre-travel levels by the 6-month sample point but there was evidence of persistence of several ARDs. The post-travel samples had an increase in abundance Escherichia coli which was positively associated with many acquired resistant determinants. Virulence and phylogenetic profiling revealed pathogenic E. coli significantly contributed to this increase abundance. In summary, in this study, foreign travel remains a significant risk factor for acquisition of microbes conferring resistance to multiple classes of antibiotics, often associated with symptomatic exposure to diarrhoeagenic E. coli. IMPORTANCE A future where antimicrobial therapy is severely compromised by the increase in resistant organisms is of grave concern. Given the variability in prevalence and diversity of antimicrobial resistance determinants in different geographical settings, international travel is a known risk factor for acquisition of resistant organisms into the gut microbiota. In this study, we show the utility of metagenomic approaches to quantify the levels of acquisition and carriage of resistance determinants after travel to a "high-risk" setting. Significant modulation to the resistome was seen after travel that is largely resolved within 6 months, although evidence of persistence of several ARDs was observed. Risk factors for acquisition included experiencing a diarrheal episode and the use of antibiotics. Colonization by pathogenic Escherichia coli was correlated with an increase in acquisition of antimicrobial resistance determinants, and as such established public health guidance to travelers on food and water safety remain an important message to reduce the spread of antibiotic resistance.
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Affiliation(s)
- Timothy J. Dallman
- Gastrointestinal Bacteria Reference Unit, UK Health Security Agency London, United Kingdom
- Faculty of Veterinary Medicine, Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, the Netherlands
| | - Saskia Neuert
- Gastrointestinal Bacteria Reference Unit, UK Health Security Agency London, United Kingdom
- Gut Microbes and Health, Quadram Institute Bioscience, Norwich, United Kingdom
- National Institute for Health Research Health Protection Research Unit in Gastrointestinal Infections, University of Liverpool, Liverpool, United Kingdom
| | - Cristina Fernandez Turienzo
- Hospital for Tropical Diseases, University College London Hospitals NHS Foundation Trust, London, United Kingdom
- Division of Infection and Immunity, University College London, London, United Kingdom
- Faculty of Life Sciences and Medicine, King’s College London, London, United Kingdom
| | - Michelle Berin
- Hospital for Tropical Diseases, University College London Hospitals NHS Foundation Trust, London, United Kingdom
- Division of Infection and Immunity, University College London, London, United Kingdom
| | - Emily Richardson
- Institute of Microbiology and Infection, University of Birmingham, Birmingham, United Kingdom
- MicrobesNG, Birmingham, United Kingdom
| | - Pablo Fuentes-Utrilla
- Institute of Microbiology and Infection, University of Birmingham, Birmingham, United Kingdom
- MicrobesNG, Birmingham, United Kingdom
| | - Nicholas Loman
- Institute of Microbiology and Infection, University of Birmingham, Birmingham, United Kingdom
| | - Saheer Gharbia
- Gastrointestinal Bacteria Reference Unit, UK Health Security Agency London, United Kingdom
- National Institute for Health Research Health Protection Research Unit in Genomics and Enabling Data, Warwick University, United Kingdom
| | - Claire Jenkins
- Gastrointestinal Bacteria Reference Unit, UK Health Security Agency London, United Kingdom
- National Institute for Health Research Health Protection Research Unit in Gastrointestinal Infections, University of Liverpool, Liverpool, United Kingdom
| | - Ron H. Behrens
- Hospital for Tropical Diseases, University College London Hospitals NHS Foundation Trust, London, United Kingdom
- Department of Clinical Research, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Gauri Godbole
- Gastrointestinal Bacteria Reference Unit, UK Health Security Agency London, United Kingdom
- Hospital for Tropical Diseases, University College London Hospitals NHS Foundation Trust, London, United Kingdom
- Department of Clinical Research, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Michael Brown
- Hospital for Tropical Diseases, University College London Hospitals NHS Foundation Trust, London, United Kingdom
- Department of Clinical Research, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, United Kingdom
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5
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Mai HTT, Espinoza JL. The Impact of COVID-19 Pandemic on ESBL-Producing Enterobacterales Infections: A Scoping Review. Antibiotics (Basel) 2023; 12:1064. [PMID: 37370383 DOI: 10.3390/antibiotics12061064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Revised: 06/07/2023] [Accepted: 06/15/2023] [Indexed: 06/29/2023] Open
Abstract
Several studies have reported an increased frequency of colonization and/or infection with antibiotic-resistant bacteria (ARB) during the COVID-19 pandemic. Extended-spectrum beta-lactamase-producing Enterobacterales (ESBL-PE) are a group of bacteria with intrinsic resistance to multiple antibiotics, including penicillins, cephalosporins, and monobactams. These pathogens are easy to spread and can cause difficult-to-treat infections. Here, we summarize the available evidence on the impact of the COVID-19 pandemic on infections caused by ESBL-PE. Using specific criteria and keywords, we searched PubMed, MEDLINE, and EMBASE for articles published up to 30 March 2023 on potential changes in the epidemiology of ESBL-E since the beginning of the COVID-19 pandemic. We identified eight studies that documented the impact of COVID-19 on ESBL-E. Five studies were focused on assessing the frequency of ESBL-PE in patient-derived specimens, and three studies investigated the epidemiological aspects of ESBL-PE infections in the context of the COVID-19 pandemic. Some of the studies that were focused on patient specimens reported a decrease in ESBL-PE positivity during the pandemic, whereas the three studies that involved patient data (1829 patients in total) reported a higher incidence of ESBL-PE infections in patients hospitalized for COVID-19 compared with those with other conditions. There are limited data on the real impact of the COVID-19 pandemic on the epidemiology of ESBL-PE infections; however, patient-derived data suggest that the pandemic has exacerbated the spread of these pathogens.
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Affiliation(s)
- Ha Thi Thao Mai
- Department of Biochemistry, Faculty of Medicine, Can Tho University of Medicine and Pharmacy, Can Tho City 900000, Vietnam
| | - J Luis Espinoza
- Faculty of Health Sciences, Kanazawa University, Kanazawa 920-0942, Ishikawa, Japan
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6
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Malin JJ, von Wintersdorff CJH, Penders J, Savelkoul PHM, Wolffs PFG. Longitudinal fluctuations of common antimicrobial resistance genes in the gut microbiomes of healthy Dutch individuals. Int J Antimicrob Agents 2023; 61:106716. [PMID: 36640847 DOI: 10.1016/j.ijantimicag.2023.106716] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 11/22/2022] [Accepted: 12/31/2022] [Indexed: 01/13/2023]
Abstract
The human gut microbiome is an important reservoir of antimicrobial resistance genes (ARGs), collectively termed the 'resistome'. To date, few studies have examined the dynamics of the human gut resistome in healthy individuals. Previously, the authors observed high rates of ARG acquisition and significant abundance shifts during international travel. In order to provide insight into commonly occurring dynamics, this study investigated longitudinal fluctuations in prevalent ARGs (cfxA, tetM and ermB) in the resistomes of non-travelling healthy volunteers. In addition, this study assessed the prevalence of acquirable ARGs (blaCTX-M, qnrB, qnrS, vanA and vanB) over time. Faecal samples from 23 participants were collected at baseline and after 2 and 4 weeks. DNA was isolated, and ARG quantification was performed by quantitative polymerase chain reaction adjusting for the total amount of bacterial 16S rDNA. vanA and qnrS were not detected in any of the samples, while the prevalence rates of vanB of non-enterococcal origin and qnrB were 73.9% and 5.7%, respectively. The ß-lactamase encoding blaCTX-M was detected in 17.4% of healthy participants. The results were compared with previous data from 122 travellers. ARG acquisitions observed in travellers were rare in non-travelling individuals during 4 weeks of follow-up, supporting the hypothesis of ARG acquisition during international travel. However, median -1.04- to 1.04-fold abundance changes were observed for 100% of cfxA, tetM and ermB, which did not differ from those found in travellers. Thus, common abundance shifts in prevalent ARGs of the gut resistome were found to occur independent of travel behaviour.
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Affiliation(s)
- Jakob J Malin
- Department of Medical Microbiology, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Christian J H von Wintersdorff
- Department of Medical Microbiology, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre, Maastricht, the Netherlands.
| | - John Penders
- Department of Medical Microbiology, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre, Maastricht, the Netherlands; Department of Medical Microbiology, Care and Public Health Research Institute CAPHRI, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Paul H M Savelkoul
- Department of Medical Microbiology, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre, Maastricht, the Netherlands; Department of Medical Microbiology, Care and Public Health Research Institute CAPHRI, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Petra F G Wolffs
- Department of Medical Microbiology, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre, Maastricht, the Netherlands; Department of Medical Microbiology, Care and Public Health Research Institute CAPHRI, Maastricht University Medical Centre, Maastricht, the Netherlands
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7
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Boolchandani M, Blake KS, Tilley DH, Cabada MM, Schwartz DJ, Patel S, Morales ML, Meza R, Soto G, Isidean SD, Porter CK, Simons MP, Dantas G. Impact of international travel and diarrhea on gut microbiome and resistome dynamics. Nat Commun 2022; 13:7485. [PMID: 36470885 DOI: 10.1038/s41467-022-34862-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 11/08/2022] [Indexed: 12/11/2022] Open
Abstract
International travel contributes to the global spread of antimicrobial resistance. Travelers' diarrhea exacerbates the risk of acquiring multidrug-resistant organisms and can lead to persistent gastrointestinal disturbance post-travel. However, little is known about the impact of diarrhea on travelers' gut microbiomes, and the dynamics of these changes throughout travel. Here, we assembled a cohort of 159 international students visiting the Andean city of Cusco, Peru and applied next-generation sequencing techniques to 718 longitudinally-collected stool samples. We find that gut microbiome composition changed significantly throughout travel, but taxonomic diversity remained stable. However, diarrhea disrupted this stability and resulted in an increased abundance of antimicrobial resistance genes that can remain high for weeks. We also identified taxa differentially abundant between diarrheal and non-diarrheal samples, which were used to develop a classification model that distinguishes between these disease states. Additionally, we sequenced the genomes of 212 diarrheagenic Escherichia coli isolates and found those from travelers who experienced diarrhea encoded more antimicrobial resistance genes than those who did not. In this work, we find the gut microbiomes of international travelers' are resilient to dysbiosis; however, they are also susceptible to colonization by multidrug-resistant bacteria, a risk that is more pronounced in travelers with diarrhea.
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8
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Davies M, Galazzo G, van Hattem JM, Arcilla MS, Melles DC, de Jong MD, Schultsz C, Wolffs P, McNally A, van Schaik W, Penders J. Enterobacteriaceae and Bacteroidaceae provide resistance to travel-associated intestinal colonization by multi-drug resistant Escherichia coli. Gut Microbes 2022; 14:2060676. [PMID: 35388735 PMCID: PMC8993065 DOI: 10.1080/19490976.2022.2060676] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Previous studies have shown high acquisition risks of extended-spectrum beta-lactamase-producing Enterobacteriaceae (ESBL-E) among international travelers visiting antimicrobial resistance (AMR) hotspots. Although antibiotic use and travelers' diarrhea have shown to influence the ESBL-E acquisition risk, it remains largely unknown whether successful colonization of ESBL-E during travel is associated with the composition, functional capacity and resilience of the traveler's microbiome. The microbiome of pre- and post-travel fecal samples from 190 international travelers visiting Africa or Asia was profiled using whole metagenome shotgun sequencing. A metagenomics species concept approach was used to determine the microbial composition, population diversity and functional capacity before travel and how it is altered longitudinally. Eleven travelers were positive for ESBL-E before travel and removed from the analysis. Neither the microbial richness (Chao1), diversity (effective Shannon) and community structure (Bray-Curtis dissimilarity) in pretravel samples nor the longitudinal change of these metrics during travel were predictive for ESBL-E acquisition. A zero-inflated two-step beta-regression model was used to determine how the longitudinal change in both prevalence and abundance of each taxon was related to ESBL acquisition. There were detected increases in both the prevalence and abundance of Citrobacter freundii and two members of the genus Bacteroides, in association with remaining uncolonized by ESBL-E. These results highlight the potential of these individual microbes as a microbial consortium to prevent the acquisition of ESBL-E. The ability to alter a person's colonization resistance to a bacterium could be key to intervention strategies that aim to minimize the spread of MDR bacteria.
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Affiliation(s)
- Matthew Davies
- Institute of Microbiology and Infection, University of Birmingham, Birmingham, UK,Department of Medical Microbiology, School of Public Health and Primary Care (CAPHRI), Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands
| | - Gianluca Galazzo
- Department of Medical Microbiology, School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands
| | - Jarne M. van Hattem
- Department of Medical Microbiology, Amsterdam University Medical Center, AMC, Amsterdam, The Netherlands
| | - Maris S. Arcilla
- Department of Medical Microbiology and Infectious Diseases, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - Damian C. Melles
- Department of Medical Microbiology and Infectious Diseases, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - Menno D. de Jong
- Department of Medical Microbiology, Amsterdam University Medical Center, AMC, Amsterdam, The Netherlands
| | - Constance Schultsz
- Department of Medical Microbiology, Amsterdam University Medical Center, AMC, Amsterdam, The Netherlands,Department of Global Health, Amsterdam Institute for Global Health and Development, AMC, Amsterdam, The Netherlands
| | - Petra Wolffs
- Department of Medical Microbiology, School of Public Health and Primary Care (CAPHRI), Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands
| | - Alan McNally
- Institute of Microbiology and Infection, University of Birmingham, Birmingham, UK
| | - Willem van Schaik
- Institute of Microbiology and Infection, University of Birmingham, Birmingham, UK
| | - John Penders
- Department of Medical Microbiology, School of Public Health and Primary Care (CAPHRI), Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands,Department of Medical Microbiology, School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands,CONTACT John Penders Department of Medical Microbiology, School of Public Health and Primary Care (CAPHRI), Maastricht University Medical Centre (MUMC+), Maastricht, The Netherlands
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9
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Kampmann C, Dicksved J, Engstrand L, Rautelin H. Changes to human faecal microbiota after international travel. Travel Med Infect Dis 2021; 44:102199. [PMID: 34781018 DOI: 10.1016/j.tmaid.2021.102199] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 11/01/2021] [Accepted: 11/03/2021] [Indexed: 02/08/2023]
Abstract
BACKGROUND The aim was to investigate whether travelling to less-resourced destinations influences the composition of faecal microbiota in generally healthy adults. METHOD In this prospective observational study, 47 adults (median age, 24 years; 73% females) travelled from Sweden to distant destinations for 1-12 weeks. Five faecal samples, two before and three after travel, were analysed by 16S amplicon massive parallel sequencing. Subjects had taken no antibiotics within three months of each sampling. RESULTS The overall composition of faecal microbiota was not affected by travel. However, when looking at the relative abundance of individual bacterial taxa, Enterobacteriaceae demonstrated a 10-fold increase immediately after the trip as compared to the samples taken before travelling. Conversely, the relative abundance of Christensenellaceae had decreased equally much. Both these changes were reversible within nine weeks. CONCLUSIONS International travel, even to less-resourced countries, did not appear to alter the overall diversity of human faecal microbiota as studied here after travelling. However, Enterobacteriaceae bacteria, often associated with infection, inflammation, and antibiotic resistance, showed dramatically elevated levels, and Christensenellaceae, frequently associated with healthy conditions, demonstrated remarkably declined levels in relative abundance as detected immediately after travel. Both these changes returned to original pre-travel levels within nine weeks.
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10
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Li W, Nelson KE. Microbial Species that Initially Colonize the Human Gut at Birth or in Early Childhood Can Stay in Human Body for Lifetime. Microb Ecol 2021; 82:1074-1079. [PMID: 33410935 PMCID: PMC8551085 DOI: 10.1007/s00248-020-01636-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Accepted: 10/28/2020] [Indexed: 05/24/2023]
Abstract
In recent years, many studies have described the composition and function of the human microbiome at different body sites and suggested a role for the microbiome in various diseases and health conditions. Some studies, using longitudinal samples, have also suggested how the microbiome changes over time due to disease, diet, development, travel, and other environmental factors. However, to date, no study has demonstrated whether the microorganisms established at birth or in early childhood, either transmitted from parents or obtained from the environment, can stay in the human body until adult or senior age. To directly answer this question is difficult, because microbiome samples at childhood and at later adulthood for the same individual will need to be compared and the field is not old enough to have allowed for that type of sample collection. Here, using a metagenomic approach, we analyzed 1004 gut microbiome samples from senior adults (65 ± 7.8 years) from the TwinsUK cohort. Our data indicate that many species in the human gut acquired in early childhood can stay for a lifetime until senior ages. We identified the rare genomic variants (single nucleotide variation and indels) for 27 prevalent species with enough sequencing coverage for confident genomic variant identification. We found that for some species, twin pairs, including both monozygotic (MZ) and dizygotic (DZ) twins, share significantly more rare variants than unrelated subject pairs. But no significant difference is found between MZ and DZ twin pairs. These observations strongly suggest that these species acquired in early childhood remained in these persons until senior adulthood.
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Affiliation(s)
- Weizhong Li
- J. Craig Venter Institute, La Jolla, CA, 92037, USA.
| | - Karen E Nelson
- J. Craig Venter Institute, La Jolla, CA, 92037, USA
- J. Craig Venter Institute, Rockville, MD, 28050, USA
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11
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Peng Y, Zhang D, Chen T, Xia Y, Wu P, Seto WK, Kozyrskyj AL, Cowling BJ, Zhao J, Tun HM. Gut microbiome and resistome changes during the first wave of the COVID-19 pandemic in comparison with pre-pandemic travel-related changes. J Travel Med 2021; 28:6265043. [PMID: 33949663 PMCID: PMC8135950 DOI: 10.1093/jtm/taab067] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 04/19/2021] [Accepted: 04/23/2021] [Indexed: 12/28/2022]
Abstract
COVID-19-associated measures had a greater impact on gut microbiota, ARGs, and BRGs than did pre-pandemic international travel. During the COVID-19 pandemic, Actinobacteria richness decreased while genes conferring resistance to beta-lactam, polystyrene and phthalate increased. Such alterations may affect both colonisation resistance and acquisition and spread of antimicrobial resistance in future travels.
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Affiliation(s)
- Ye Peng
- HKU-Pasteur Research Pole, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR.,School of Public Health, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR
| | - Dengwei Zhang
- HKU-Pasteur Research Pole, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR.,School of Public Health, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR
| | - Ting Chen
- School of Public Health, Nanjing Medical University, Nanjing, China
| | - Yankai Xia
- School of Public Health, Nanjing Medical University, Nanjing, China
| | - Peng Wu
- School of Public Health, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR
| | - Wai-Kay Seto
- Department of Medicine, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR
| | | | - Benjamin J Cowling
- School of Public Health, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR
| | - Jincun Zhao
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China.,Institute of Infectious Disease, Guangzhou Eighth People's Hospital of Guangzhou Medical University, Guangzhou, China
| | - Hein M Tun
- HKU-Pasteur Research Pole, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR.,School of Public Health, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong SAR.,School of Public Health, Nanjing Medical University, Nanjing, China
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12
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Lymberopoulos E, Gentili GI, Alomari M, Sharma N. Topological Data Analysis Highlights Novel Geographical Signatures of the Human Gut Microbiome. Front Artif Intell 2021; 4:680564. [PMID: 34490420 PMCID: PMC8417942 DOI: 10.3389/frai.2021.680564] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Accepted: 07/28/2021] [Indexed: 01/22/2023] Open
Abstract
Background: There is growing interest in the connection between the gut microbiome and human health and disease. Conventional approaches to analyse microbiome data typically entail dimensionality reduction and assume linearity of the observed relationships, however, the microbiome is a highly complex ecosystem marked by non-linear relationships. In this study, we use topological data analysis (TDA) to explore differences and similarities between the gut microbiome across several countries. Methods: We used curated adult microbiome data at the genus level from the GMrepo database. The dataset contains OTU and demographical data of over 4,400 samples from 19 studies, spanning 12 countries. We analysed the data with tmap, an integrative framework for TDA specifically designed for stratification and enrichment analysis of population-based gut microbiome datasets. Results: We find associations between specific microbial genera and groups of countries. Specifically, both the USA and UK were significantly co-enriched with the proinflammatory genera Lachnoclostridium and Ruminiclostridium, while France and New Zealand were co-enriched with other, butyrate-producing, taxa of the order Clostridiales. Conclusion: The TDA approach demonstrates the overlap and distinctions of microbiome composition between and within countries. This yields unique insights into complex associations in the dataset, a finding not possible with conventional approaches. It highlights the potential utility of TDA as a complementary tool in microbiome research, particularly for large population-scale datasets, and suggests further analysis on the effects of diet and other regionally varying factors.
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Affiliation(s)
- Eva Lymberopoulos
- Department of Clinical and Movement Neurosciences, Institute of Neurology, University College London, London, United Kingdom.,CDT AI-Enabled Healthcare Systems, Institute of Health Informatics, University College London, London, United Kingdom
| | - Giorgia Isabella Gentili
- Department of Clinical and Movement Neurosciences, Institute of Neurology, University College London, London, United Kingdom
| | - Muhannad Alomari
- Department of Clinical and Movement Neurosciences, Institute of Neurology, University College London, London, United Kingdom.,R Data Labs, Rolls-Royce Ltd, Derby, United Kingdom
| | - Nikhil Sharma
- Department of Clinical and Movement Neurosciences, Institute of Neurology, University College London, London, United Kingdom.,National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, United Kingdom
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13
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Abstract
Bacteria acquire novel DNA through horizontal gene transfer (HGT), a process that enables an organism to rapidly adapt to changing environmental conditions, provides a competitive edge and potentially alters its relationship with its host. Although the HGT process is routinely exploited in laboratories, there is a surprising disconnect between what we know from laboratory experiments and what we know from natural environments, such as the human gut microbiome. Owing to a suite of newly available computational algorithms and experimental approaches, we have a broader understanding of the genes that are being transferred and are starting to understand the ecology of HGT in natural microbial communities. This Review focuses on these new technologies, the questions they can address and their limitations. As these methods are applied more broadly, we are beginning to recognize the full extent of HGT possible within a microbiome and the punctuated dynamics of HGT, specifically in response to external stimuli. Furthermore, we are better characterizing the complex selective pressures on mobile genetic elements and the mechanisms by which they interact with the bacterial host genome.
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Affiliation(s)
- Ilana Lauren Brito
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, USA.
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14
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D'Souza AW, Boolchandani M, Patel S, Galazzo G, van Hattem JM, Arcilla MS, Melles DC, de Jong MD, Schultsz C, Dantas G, Penders J. Destination shapes antibiotic resistance gene acquisitions, abundance increases, and diversity changes in Dutch travelers. Genome Med 2021; 13:79. [PMID: 34092249 PMCID: PMC8182900 DOI: 10.1186/s13073-021-00893-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Accepted: 04/22/2021] [Indexed: 12/28/2022] Open
Abstract
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, blaCTX-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.
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Affiliation(s)
- Alaric W D'Souza
- The Edison Family Center for Genome Sciences and Systems Biology, Washington University School of Medicine, St. Louis, MO, USA
| | - Manish Boolchandani
- The Edison Family Center for Genome Sciences and Systems Biology, Washington University School of Medicine, St. Louis, MO, USA
| | - Sanket Patel
- The Edison Family Center for Genome Sciences and Systems Biology, Washington University School of Medicine, St. Louis, MO, USA
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
| | - Gianluca Galazzo
- Department of Medical Microbiology, Care and Public Health Research Institute (CAPHRI), Maastricht University Medical Center, Maastricht, The Netherlands
| | - Jarne M van Hattem
- Department of Medical Microbiology, Amsterdam University Medical Center, Location AMC, Amsterdam, The Netherlands
| | - Maris S Arcilla
- Department of Medical Microbiology and Infectious Diseases, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - Damian C Melles
- Department of Medical Microbiology and Infectious Diseases, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - Menno D de Jong
- Department of Medical Microbiology, Amsterdam University Medical Center, Location AMC, Amsterdam, The Netherlands
| | - Constance Schultsz
- Department of Medical Microbiology, Amsterdam University Medical Center, Location AMC, Amsterdam, The Netherlands
- Department of Global Health, Amsterdam Institute for Global Health and Development, AMC, Amsterdam, The Netherlands
| | - Gautam Dantas
- The Edison Family Center for Genome Sciences and Systems Biology, Washington University School of Medicine, St. Louis, MO, USA.
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA.
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO, USA.
- Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO, USA.
| | - John Penders
- Department of Medical Microbiology, Care and Public Health Research Institute (CAPHRI), Maastricht University Medical Center, Maastricht, The Netherlands.
- School for Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University Medical Center, Maastricht, The Netherlands.
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15
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Peng Y, Liang S, Poonsuk K, On H, Li SW, Maurin MMP, Chan CH, Chan CL, Sin ZY, Tun HM. Role of gut microbiota in travel-related acquisition of extended spectrum β-lactamase-producing Enterobacteriaceae. J Travel Med 2021; 28:6145023. [PMID: 33615366 DOI: 10.1093/jtm/taab022] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Revised: 01/18/2021] [Accepted: 02/05/2021] [Indexed: 01/10/2023]
Abstract
BACKGROUND International travel could facilitate the spread of antimicrobial-resistant bacteria including extended spectrum β-lactamase-producing Enterobacteriaceae (ESBL-E). Previous studies, which attempted to understand the role of gut microbiota in the acquisition of antimicrobial resistant bacteria during international travels, are limited to western travellers. METHODS We established a prospective cohort of 90 Hong Kong travellers to investigate gut microbiota determinants and associated risk factors for the acquisition of ESBL-E. Baseline characteristics and travel-associated risk factors were gathered through questionnaires. Faecal samples were collected in 3-4 days before and after travel. Antimicrobial susceptibility of ESBL-E isolates was tested, and gut microbiota were profiled by 16S rDNA amplicon sequencing. Non-parametric tests were used to detect potential associations, and logistic regression models were used to quantify the associations. Random forest models were constructed to identify microbial predictors for ESBL-E acquisition. RESULTS In total, 49 (54.4%) participants were tested negative for ESBL-E colonization before travel and were followed up after travel. A total of 60 ESBL-E isolates were cultured from 20 (40.8%) participants. Having low Actinobacteria richness and low abundance of short-chain fatty acid-producing bacteria in the gut microbiota before travel increased the risk of acquiring ESBL-E and the risk can be further exacerbated by eating raw seafood during travel. Besides, post-travel ESBL-E positive participants had increased abundances of several opportunistic pathogens such as Staphylococcus, Enterococcus, Escherichia/Shigella and Klebsiella. The random forest model integrating pre-travel microbiota and the identified travel-related risk factor could predict ESBL-E acquisition with an area under the curve of 75.4% (95% confidence interval: 57.9-93.0%). CONCLUSIONS In this study, we identified both travel-related risk factors and microbiota predictors for the risk of ESBL-E acquisition. Our results provide foundational knowledge for future developments of microbiota-based interventions to prevent ESBL-E acquisition during international travels.
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Affiliation(s)
- Ye Peng
- HKU-Pasteur Research Pole, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR 999077, China
| | - Suisha Liang
- HKU-Pasteur Research Pole, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR 999077, China
| | - Kanchana Poonsuk
- HKU-Pasteur Research Pole, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR 999077, China
| | - Hilda On
- HKU-Pasteur Research Pole, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR 999077, China
| | - Sze Wang Li
- HKU-Pasteur Research Pole, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR 999077, China
| | - Morgan Maxime Pascal Maurin
- HKU-Pasteur Research Pole, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR 999077, China.,Faculty of Medicine, University of Clermont Auvergne, Clermont-Ferrand 63100, France
| | - Ching Him Chan
- HKU-Pasteur Research Pole, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR 999077, China
| | - Chak Lun Chan
- HKU-Pasteur Research Pole, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR 999077, China
| | - Zhen Ye Sin
- HKU-Pasteur Research Pole, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR 999077, China.,Department of Biosciences, Derham University, Durham DH1 3DE, UK
| | - Hein Min Tun
- HKU-Pasteur Research Pole, School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR 999077, China.,School of Public Health, Nanjing Medical University, Jiangning District, Nanjing 211166, China
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16
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Ducarmon QR, Terveer EM, Nooij S, Bloem MN, Vendrik KEW, Caljouw MAA, Sanders IMJG, van Dorp SM, Wong MC, Zwittink RD, Kuijper EJ. Microbiota-associated risk factors for asymptomatic gut colonisation with multi-drug-resistant organisms in a Dutch nursing home. Genome Med 2021; 13:54. [PMID: 33827686 PMCID: PMC8028076 DOI: 10.1186/s13073-021-00869-z] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 03/16/2021] [Indexed: 11/25/2022] Open
Abstract
Background Nursing home residents have increased rates of intestinal colonisation with multidrug-resistant organisms (MDROs). We assessed the colonisation and spread of MDROs among this population, determined clinical risk factors for MDRO colonisation and investigated the role of the gut microbiota in providing colonisation resistance against MDROs. Methods We conducted a prospective cohort study in a Dutch nursing home. Demographical, epidemiological and clinical data were collected at four time points with 2-month intervals (October 2016–April 2017). To obtain longitudinal data, faecal samples from residents were collected for at least two time points. Ultimately, twenty-seven residents were included in the study and 93 faecal samples were analysed, of which 27 (29.0%) were MDRO-positive. Twelve residents (44.4%) were colonised with an MDRO at at least one time point throughout the 6-month study. Results Univariable generalised estimating equation logistic regression indicated that antibiotic use in the previous 2 months and hospital admittance in the previous year were associated with MDRO colonisation. Characterisation of MDRO isolates through whole-genome sequencing revealed Escherichia coli sequence type (ST)131 to be the most prevalent MDRO and ward-specific clusters of E. coli ST131 were identified. Microbiota analysis by 16S rRNA gene amplicon sequencing revealed no differences in alpha or beta diversity between MDRO-positive and negative samples, nor between residents who were ever or never colonised. Three bacterial taxa (Dorea, Atopobiaceae and Lachnospiraceae ND3007 group) were more abundant in residents never colonised with an MDRO throughout the 6-month study. An unexpectedly high abundance of Bifidobacterium was observed in several residents. Further investigation of a subset of samples with metagenomics showed that various Bifidobacterium species were highly abundant, of which B. longum strains remained identical within residents over time, but were different between residents. Conclusions Our study provides new evidence for the role of the gut microbiota in colonisation resistance against MDROs in the elderly living in a nursing home setting. Dorea, Atopobiaceae and Lachnospiraceae ND3007 group may be associated with protection against MDRO colonisation. Furthermore, we report a uniquely high abundance of several Bifidobacterium species in multiple residents and excluded the possibility that this was due to probiotic supplementation. Supplementary Information The online version contains supplementary material available at 10.1186/s13073-021-00869-z.
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Affiliation(s)
- Quinten R Ducarmon
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands. .,Center for Microbiome Analyses and Therapeutics, Leiden University Medical Center, Leiden, The Netherlands.
| | - Elisabeth M Terveer
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands.,Center for Microbiome Analyses and Therapeutics, Leiden University Medical Center, Leiden, The Netherlands
| | - Sam Nooij
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands.,Center for Microbiome Analyses and Therapeutics, Leiden University Medical Center, Leiden, The Netherlands
| | - Michelle N Bloem
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands.,Center for Microbiome Analyses and Therapeutics, Leiden University Medical Center, Leiden, The Netherlands
| | - Karuna E W Vendrik
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands.,Center for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
| | - Monique A A Caljouw
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands
| | - Ingrid M J G Sanders
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Sofie M van Dorp
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands.,Department of Internal Medicine and Geriatrics, Onze Lieve Vrouwe Gasthuis (OLVG Hospital), Amsterdam, The Netherlands
| | - Man C Wong
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Romy D Zwittink
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands.,Center for Microbiome Analyses and Therapeutics, Leiden University Medical Center, Leiden, The Netherlands
| | - Ed J Kuijper
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands.,Center for Microbiome Analyses and Therapeutics, Leiden University Medical Center, Leiden, The Netherlands.,Center for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
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17
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Burchill E, Lymberopoulos E, Menozzi E, Budhdeo S, McIlroy JR, Macnaughtan J, Sharma N. The Unique Impact of COVID-19 on Human Gut Microbiome Research. Front Med (Lausanne) 2021; 8:652464. [PMID: 33796545 PMCID: PMC8007773 DOI: 10.3389/fmed.2021.652464] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 02/19/2021] [Indexed: 12/14/2022] Open
Abstract
The coronavirus (COVID-19) pandemic has disrupted clinical trials globally, with unique implications for research into the human gut microbiome. In this mini-review, we explore the direct and indirect influences of the pandemic on the gut microbiome and how these can affect research and clinical trials. We explore the direct bidirectional relationships between the COVID-19 virus and the gut and lung microbiomes. We then consider the significant indirect effects of the pandemic, such as repeated lockdowns, increased hand hygiene, and changes to mood and diet, that could all lead to longstanding changes to the gut microbiome at an individual and a population level. Together, these changes may affect long term microbiome research, both in observational as well as in population studies, requiring urgent attention. Finally, we explore the unique implications for clinical trials using faecal microbiota transplants (FMT), which are increasingly investigated as potential treatments for a range of diseases. The pandemic introduces new barriers to participation in trials, while the direct and indirect effects laid out above can present a confounding factor. This affects recruitment and sample size, as well as study design and statistical analyses. Therefore, the potential impact of the pandemic on gut microbiome research is significant and needs to be specifically addressed by the research community and funders.
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Affiliation(s)
- Ella Burchill
- Faculty of Life Sciences and Medicine, King's College London, London, United Kingdom
| | - Eva Lymberopoulos
- Department of Clinical and Movement Neurosciences, Institute of Neurology, University College London, London, United Kingdom
- Centre for Doctoral Training (CDT) AI-Enabled Healthcare Systems, Institute of Health Informatics, University College London, London, United Kingdom
| | - Elisa Menozzi
- Department of Clinical and Movement Neurosciences, Institute of Neurology, University College London, London, United Kingdom
| | - Sanjay Budhdeo
- Department of Clinical and Movement Neurosciences, Institute of Neurology, University College London, London, United Kingdom
- National Hospital for Neurology and Neurosurgery, University College London Hospitals National Health Service (NHS) Foundation Trust, London, United Kingdom
| | | | - Jane Macnaughtan
- Institute for Liver and Digestive Health, University College London, London, United Kingdom
| | - Nikhil Sharma
- Department of Clinical and Movement Neurosciences, Institute of Neurology, University College London, London, United Kingdom
- National Hospital for Neurology and Neurosurgery, University College London Hospitals National Health Service (NHS) Foundation Trust, London, United Kingdom
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18
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Bokhary H, Pangesti KNA, Rashid H, Abd El Ghany M, Hill-Cawthorne GA. Travel-Related Antimicrobial Resistance: A Systematic Review. Trop Med Infect Dis 2021; 6:11. [PMID: 33467065 PMCID: PMC7838817 DOI: 10.3390/tropicalmed6010011] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 01/09/2021] [Accepted: 01/11/2021] [Indexed: 12/26/2022] Open
Abstract
There is increasing evidence that human movement facilitates the global spread of resistant bacteria and antimicrobial resistance (AMR) genes. We systematically reviewed the literature on the impact of travel on the dissemination of AMR. We searched the databases Medline, EMBASE and SCOPUS from database inception until the end of June 2019. Of the 3052 titles identified, 2253 articles passed the initial screening, of which 238 met the inclusion criteria. The studies covered 30,060 drug-resistant isolates from 26 identified bacterial species. Most were enteric, accounting for 65% of the identified species and 92% of all documented isolates. High-income countries were more likely to be recipient nations for AMR originating from middle- and low-income countries. The most common origin of travellers with resistant bacteria was Asia, covering 36% of the total isolates. Beta-lactams and quinolones were the most documented drug-resistant organisms, accounting for 35% and 31% of the overall drug resistance, respectively. Medical tourism was twice as likely to be associated with multidrug-resistant organisms than general travel. International travel is a vehicle for the transmission of antimicrobial resistance globally. Health systems should identify recent travellers to ensure that adequate precautions are taken.
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Affiliation(s)
- Hamid Bokhary
- School of Public Health, The University of Sydney, Sydney, NSW 2006, Australia; (K.N.A.P.); (G.A.H.-C.)
- University Medical Center, Umm Al-Qura University, Al Jamiah, Makkah, Makkah Region 24243, Saudi Arabia
- The Marie Bashir Institute for Infectious Diseases and Biosecurity, The University of Sydney, Westmead, NSW 2145, Australia; (H.R.); or (M.A.E.G.)
- The Westmead Institute for Medical Research, Westmead, NSW 2145, Australia
| | - Krisna N. A. Pangesti
- School of Public Health, The University of Sydney, Sydney, NSW 2006, Australia; (K.N.A.P.); (G.A.H.-C.)
- The Westmead Institute for Medical Research, Westmead, NSW 2145, Australia
| | - Harunor Rashid
- The Marie Bashir Institute for Infectious Diseases and Biosecurity, The University of Sydney, Westmead, NSW 2145, Australia; (H.R.); or (M.A.E.G.)
- National Centre for Immunisation Research and Surveillance (NCIRS), Kids Research, The Children’s Hospital at Westmead, Westmead, NSW 2145, Australia
| | - Moataz Abd El Ghany
- The Marie Bashir Institute for Infectious Diseases and Biosecurity, The University of Sydney, Westmead, NSW 2145, Australia; (H.R.); or (M.A.E.G.)
- The Westmead Institute for Medical Research, Westmead, NSW 2145, Australia
- The Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006, Australia
| | - Grant A. Hill-Cawthorne
- School of Public Health, The University of Sydney, Sydney, NSW 2006, Australia; (K.N.A.P.); (G.A.H.-C.)
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19
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Damhorst GL, Adelman MW, Woodworth MH, Kraft CS. Current Capabilities of Gut Microbiome-Based Diagnostics and the Promise of Clinical Application. J Infect Dis 2020; 223:S270-S275. [PMID: 33330938 DOI: 10.1093/infdis/jiaa689] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
There is increasing evidence for the importance of the gut microbiome in human health and disease. Traditional and modern technologies - from cell culture to next generation sequencing - have facilitated these advances in knowledge. Each of the tools employed in measuring the microbiome exhibits unique capabilities that may be leveraged for clinical diagnostics. However, much still needs to be done to standardize the language and metrics by which a microbiome is characterized. Here we review the capabilities of gut microbiome-based diagnostics, review selected examples, and discuss the outlook towards clinical application.
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Affiliation(s)
- Gregory L Damhorst
- Department of Medicine, Division of Infectious Diseases, Emory School of Medicine, Atlanta, Georgia, USA
| | - Max W Adelman
- Department of Medicine, Division of Infectious Diseases, Emory School of Medicine, Atlanta, Georgia, USA
| | - Michael H Woodworth
- Department of Medicine, Division of Infectious Diseases, Emory School of Medicine, Atlanta, Georgia, USA
| | - Colleen S Kraft
- Department of Medicine, Division of Infectious Diseases, Emory School of Medicine, Atlanta, Georgia, USA.,Department of Pathology and Laboratory Medicine; Department of Medicine; Division of Infectious Diseases, Emory University, Atlanta, Georgia, USA
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20
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Abstract
Gastroenteritis is a major cause of mortality and morbidity globally and rapid identification of the causative pathogen is important for appropriate treatment and patient management, implementation of effective infection control measures, reducing hospital length of stay, and reducing overall medical costs. Although stool culture and microscopic examination of diarrheal stool has been the primary method for laboratory diagnosis, culture-independent proteomic and genomic tests are receiving increased attention. Antigen tests for stool pathogens are routinely implemented as rapid and simple analytics whereas molecular tests are now available in various formats from high complexity to waived point-of-care tests. In addition, metagenomic next-generation sequencing stands poised for use as a method for both diagnosis and routine characterization of the gut microbiome in the very near future. Analysis of host biomarkers as indicators of infection status and pathogenesis may also become important for prediction, diagnosis, and monitoring of gastrointestinal infection. Here we review current methods and emerging technologies for the etiologic diagnosis of gastroenteritis in the clinical laboratory. Benefits and limitations of these evolving methods are highlighted.
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Affiliation(s)
- Xin Zhang
- Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China; Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | | | | | - Yi-Wei Tang
- Memorial Sloan Kettering Cancer Center, New York, NY, United States; Weill Medical College of Cornell University, New York, NY, United States; Cepheid, Danaher Diagnostic Platform, Shanghai, China.
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21
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Abstract
Over the past two decades, the diagnosis rate for patients with encephalitis has remained poor despite advances in pathogen-specific testing such as PCR and antigen assays. Metagenomic next-generation sequencing (mNGS) of RNA and DNA extracted from cerebrospinal fluid and brain tissue now offers another strategy for diagnosing neurological infections. Given that mNGS simultaneously assays for a wide range of infectious agents in an unbiased manner, it can identify pathogens that were not part of a neurologist’s initial differential diagnosis either because of the rarity of the infection, because the microorganism has not been previously associated with a clinical phenotype or because it is a newly discovered organism. This Review discusses the technical advantages and pitfalls of cerebrospinal fluid mNGS in the context of patients with neuroinflammatory syndromes, including encephalitis, meningitis and myelitis. We also speculate on how mNGS testing potentially fits into current diagnostic testing algorithms given data on mNGS test performance, cost and turnaround time. Finally, the Review highlights future directions for mNGS technology and other hypothesis-free testing methodologies that are in development. This Review discusses the advantages and pitfalls of metagenomic next-generation sequencing (mNGS) in patients with encephalitis, meningitis and myelitis. The authors outline data on mNGS test performance, cost and turnaround time and highlight future directions for mNGS technology. Meningoencephalitis remains a challenging diagnosis owing to the multitude of possible infectious and autoimmune causes. Meningoencephalitis is associated with a high rate of morbidity and mortality and requires prompt diagnosis and treatment. Metagenomic next-generation sequencing (mNGS) is now a clinically validated test for neuroinfectious diseases that can aid clinicians with a timely diagnosis. mNGS can improve the detection of pathogens that were missed by clinicians or on standard direct testing. mNGS does not perform well when indirect tests are required to make the diagnosis (for example, serology), when infections are compartmentalized and for certain low abundance pathogens. The clinical context of the case is required when interpreting the results of mNGS.
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Affiliation(s)
- Prashanth S Ramachandran
- Weill Institute for Neurosciences, University of California, San Francisco, CA, USA.,Department of Neurology, University of California, San Francisco, CA, USA
| | - Michael R Wilson
- Weill Institute for Neurosciences, University of California, San Francisco, CA, USA. .,Department of Neurology, University of California, San Francisco, CA, USA.
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22
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Riddle MS. Travel, Diarrhea, Antibiotics, Antimicrobial Resistance and Practice Guidelines—a Holistic Approach to a Health Conundrum. Curr Infect Dis Rep 2020. [DOI: 10.1007/s11908-020-0717-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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23
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Kraemer SA, Ramachandran A, Perron GG. Antibiotic Pollution in the Environment: From Microbial Ecology to Public Policy. Microorganisms 2019; 7:E180. [PMID: 31234491 PMCID: PMC6616856 DOI: 10.3390/microorganisms7060180] [Citation(s) in RCA: 343] [Impact Index Per Article: 68.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Revised: 06/06/2019] [Accepted: 06/10/2019] [Indexed: 01/06/2023] Open
Abstract
The ability to fight bacterial infections with antibiotics has been a longstanding cornerstone of modern medicine. However, wide-spread overuse and misuse of antibiotics has led to unintended consequences, which in turn require large-scale changes of policy for mitigation. In this review, we address two broad classes of corollaries of antibiotics overuse and misuse. Firstly, we discuss the spread of antibiotic resistance from hotspots of resistance evolution to the environment, with special concerns given to potential vectors of resistance transmission. Secondly, we outline the effects of antibiotic pollution independent of resistance evolution on natural microbial populations, as well as invertebrates and vertebrates. We close with an overview of current regional policies tasked with curbing the effects of antibiotics pollution and outline areas in which such policies are still under development.
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Affiliation(s)
- Susanne A Kraemer
- Department of Biology, Concordia University, 7141 Sherbrooke Street W, Montreal, QC H4B1R6, Canada.
| | - Arthi Ramachandran
- Department of Biology, Concordia University, 7141 Sherbrooke Street W, Montreal, QC H4B1R6, Canada.
| | - Gabriel G Perron
- Department of Biology, Reem-Kayden Center for Sciences and Computation, Bard College, 31 Campus Road, Annandale-On-Hudson, NY 12504, USA.
- Center for the Study of Land, Water, and Air, Bard College, Annandale-On-Hudson, NY 12504, USA.
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