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Smith AM, Ramudzulu M, Munk P, Avot BJP, Esterhuyse KCM, van Blerk N, Kwenda S, Sekwadi P. Metagenomics analysis of sewage for surveillance of antimicrobial resistance in South Africa. PLoS One 2024; 19:e0309409. [PMID: 39186711 PMCID: PMC11346938 DOI: 10.1371/journal.pone.0309409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Accepted: 08/12/2024] [Indexed: 08/28/2024] Open
Abstract
Our 24-month study used metagenomics to investigate antimicrobial resistance (AMR) abundance in raw sewage from wastewater treatment works (WWTWs) in two municipalities in Gauteng Province, South Africa. At the AMR class level, data showed similar trends at all WWTWs, showing that aminoglycoside, beta-lactam, sulfonamide and tetracycline resistance was most abundant. AMR abundance differences were shown between municipalities, where Tshwane Metropolitan Municipality (TMM) WWTWs showed overall higher abundance of AMR compared to Ekurhuleni Metropolitan Municipality (EMM) WWTWs. Also, within each municipality, there were differing trends in AMR abundance. Notably, within TMM, certain AMR classes (macrolides and macrolides_streptogramin B) were in higher abundance at a WWTW serving an urban high-income area, while other AMR classes (aminoglycosides) were in higher abundance at a WWTW serving a semi-urban low income area. At the AMR gene level, all WWTWs samples showed the most abundance for the sul1 gene (encoding sulfonamide resistance). Following this, the next 14 most abundant genes encoded resistance to sulfonamides, aminoglycosides, macrolides, tetracyclines and beta-lactams. Notably, within TMM, some macrolide-encoding resistance genes (mefC, msrE, mphG and mphE) were in highest abundance at a WWTW serving an urban high-income area; while sul1, sul2 and tetC genes were in highest abundance at a WWTW serving a semi-urban low income area. Differential abundance analysis of AMR genes at WWTWs, following stratification of data by season, showed some notable variance in six AMR genes, of which blaKPC-2 and blaKPC-34 genes showed the highest prevalence of seasonal abundance differences when comparing data within a WWTW. The general trend was to see higher abundances of AMR genes in colder seasons, when comparing seasonal data within a WWTW. Our study investigated wastewater samples in only one province of South Africa, from WWTWs located within close proximity to one another. We would require a more widespread investigation at WWTWs distributed across all regions/provinces of South Africa, in order to describe a more comprehensive profile of AMR abundance across the country.
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Affiliation(s)
- Anthony M. Smith
- Division of the National Health Laboratory Service, National Institute for Communicable Diseases, Centre for Enteric Diseases, Johannesburg, South Africa
- Faculty of Health Sciences, Department of Medical Microbiology, School of Medicine, University of Pretoria, Pretoria, South Africa
| | - Masindi Ramudzulu
- Division of the National Health Laboratory Service, National Institute for Communicable Diseases, Centre for Enteric Diseases, Johannesburg, South Africa
| | - Patrick Munk
- National Food Institute, Technical University of Denmark, Copenhagen, Denmark
| | - Baptiste J. P. Avot
- National Food Institute, Technical University of Denmark, Copenhagen, Denmark
| | | | - Nico van Blerk
- Ekurhuleni Water Care Company, Kempton Park, South Africa
| | - Stanford Kwenda
- Division of the National Health Laboratory Service, National Institute for Communicable Diseases, Centre for Enteric Diseases, Johannesburg, South Africa
| | - Phuti Sekwadi
- Division of the National Health Laboratory Service, National Institute for Communicable Diseases, Centre for Enteric Diseases, Johannesburg, South Africa
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Jasuja JK, Bub F, Veit J, Fofana HKM, Sacko M, Saye R, Chatigre JK, N'Goran EK, Yao JA, Khanal B, Koirala K, Bhattarai NR, Rijal S, von Müller L, Bottieau E, Boelaert M, Chappuis F, Polman K, Utzinger J, Becker SL. Multiplex PCR for bacterial, viral and protozoal pathogens in persistent diarrhoea or persistent abdominal pain in Côte d'Ivoire, Mali and Nepal. Sci Rep 2024; 14:10926. [PMID: 38740833 DOI: 10.1038/s41598-024-60491-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 04/23/2024] [Indexed: 05/16/2024] Open
Abstract
In contrast to acute diarrhoea, the aetiology of persistent digestive disorders (≥ 14 days) is poorly understood in low-resource settings and conventional diagnostic approaches lack accuracy. In this multi-country study, we compared multiplex real-time PCR for enteric bacterial, parasitic and viral pathogens in stool samples from symptomatic patients and matched asymptomatic controls in Côte d'Ivoire, Mali and Nepal. Among 1826 stool samples, the prevalence of most pathogens was highest in Mali, being up to threefold higher than in Côte d'Ivoire and up to tenfold higher than in Nepal. In all settings, the most prevalent bacteria were EAEC (13.0-39.9%) and Campylobacter spp. (3.9-35.3%). Giardia intestinalis was the predominant intestinal protozoon (2.9-20.5%), and adenovirus 40/41 was the most frequently observed viral pathogen (6.3-25.1%). Significantly different prevalences between symptomatic and asymptomatic individuals were observed for Campylobacter, EIEC and ETEC in the two African sites, and for norovirus in Nepal. Multiple species pathogen infection was common in Côte d'Ivoire and Mali, but rarely found in Nepal. We observed that molecular testing detected multiple enteric pathogens and showed low discriminatory accuracy to distinguish between symptomatic and asymptomatic individuals. Yet, multiplex PCR allowed for direct comparison between different countries and revealed considerable setting-specificity.
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Affiliation(s)
- Jasmin K Jasuja
- Institute of Medical Microbiology and Hygiene, Saarland University, Kirrberger Straße, Building 43, 66421, Homburg/Saar, Germany
- Department for Infectious Diseases, University Hospital Heidelberg, Heidelberg, Germany
| | - Florian Bub
- Institute of Medical Microbiology and Hygiene, Saarland University, Kirrberger Straße, Building 43, 66421, Homburg/Saar, Germany
| | - Jonas Veit
- Institute of Medical Microbiology and Hygiene, Saarland University, Kirrberger Straße, Building 43, 66421, Homburg/Saar, Germany
| | | | - Moussa Sacko
- Institut National de Recherche en Santé Publique, Bamako, Mali
| | - Rénion Saye
- Institut National de Recherche en Santé Publique, Bamako, Mali
| | | | - Eliézer K N'Goran
- Unité de Formation et de Recherche Biosciences, Université Félix Houphouët-Boigny, Abidjan, Côte d'Ivoire
- Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
| | - Joel A Yao
- Unité de Formation et de Recherche Biosciences, Université Félix Houphouët-Boigny, Abidjan, Côte d'Ivoire
- Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
| | - Basudha Khanal
- Department of Microbiology, B P Koirala Institute of Health Sciences, Dharan, Nepal
| | - Kanika Koirala
- Department of Internal Medicine, B P Koirala Institute of Health Sciences, Dharan, Nepal
| | - Narayan R Bhattarai
- Department of Microbiology, B P Koirala Institute of Health Sciences, Dharan, Nepal
| | - Suman Rijal
- Department of Internal Medicine, B P Koirala Institute of Health Sciences, Dharan, Nepal
| | - Lutz von Müller
- Institute of Medical Microbiology and Hygiene, Saarland University, Kirrberger Straße, Building 43, 66421, Homburg/Saar, Germany
- Institute for Laboratory Medicine, Microbiology and Hygiene, Christophorus Kliniken, Coesfeld, Germany
| | - Emmanuel Bottieau
- Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Marleen Boelaert
- Department of Public Health, Institute of Tropical Medicine, Antwerp, Belgium
| | - François Chappuis
- Division of Tropical and Humanitarian Medicine, Geneva University Hospitals, Geneva, Switzerland
| | - Katja Polman
- Department of Public Health, Institute of Tropical Medicine, Antwerp, Belgium
| | - Jürg Utzinger
- Swiss Tropical and Public Health Institute, Allschwil, Switzerland
- University of Basel, Basel, Switzerland
| | - Sören L Becker
- Institute of Medical Microbiology and Hygiene, Saarland University, Kirrberger Straße, Building 43, 66421, Homburg/Saar, Germany.
- Swiss Tropical and Public Health Institute, Allschwil, Switzerland.
- University of Basel, Basel, Switzerland.
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Taviani E, Pedro O. Impact of the aquatic pathobiome in low-income and middle-income countries (LMICs) quest for safe water and sanitation practices. Curr Opin Biotechnol 2021; 73:220-224. [PMID: 34492621 DOI: 10.1016/j.copbio.2021.08.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 08/10/2021] [Accepted: 08/18/2021] [Indexed: 11/03/2022]
Abstract
Microbial contamination of surface waters is of particular relevance in low-income and middle-income countries (LMICs) since they often represent the only available source of water for drinking and domestic use. In the recent years, a growing urbanization, profound demographic shifts and drastic climate events have greatly affected LMICs capacity to reach access to safe drinking water and sanitation practices, and to protect citizens' health from risks associated to the exposure and use of contaminated water. Detailed phylogenetic and microbiological information on the exact composition of pathogenic organisms in urban and peri-urban water is scarce, especially in rapidly changing settings of sub-Saharan Africa. In this review we aim to highlight how large-scale water pathobiome studies can support the LMICs challenge to global access to safe water and sanitation practices.
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Affiliation(s)
- Elisa Taviani
- Center for Biotechnology, University Eduardo Mondlane, Maputo, Mozambique.
| | - Olivia Pedro
- Center for Biotechnology, University Eduardo Mondlane, Maputo, Mozambique
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Ekwanzala MD, Dewar JB, Momba MNB. Environmental resistome risks of wastewaters and aquatic environments deciphered by shotgun metagenomic assembly. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2020; 197:110612. [PMID: 32302860 DOI: 10.1016/j.ecoenv.2020.110612] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Revised: 04/05/2020] [Accepted: 04/07/2020] [Indexed: 06/11/2023]
Abstract
In this paper, we deciphered the core resistome disseminating from hospital wastewater to the aquatic environment by characterising the resistome, plasmidome, mobilome and virulome using metagenomic analysis. This study also elucidated different environmental resistome risks using shotgun-metagenomic assembly. The results showed that clinically relevant taxa were found in assessed matrices (Salmonella spp., Acinetobacter spp, Escherichia-Shigella spp., Pseudomonas spp., Staphylococcus spp. and Vibrio spp.). For the plasmidome, we found 249 core plasmidome sequences that were shared among all assessed matrices. The core mobilome of 2424 mobile genetic elements shared among all assessed matrices was found. Regarding the virulome, we found 148 core virulence factors shared among all assessed samples, and the core virulome content was consistently shared across the most abundant bacterial genera. Although influent of wastewater showed considerable higher relative bacterial abundance (P = 0.008), hospital wastewater showed significant higher environmental resistome risk scores against all other assessed matrices, with an average of 46.34% (P = 0.001). These results suggest hospital wastewater, effluent and sewage sludge should be subjected to stringent mitigating measures to minimise such dissemination.
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Affiliation(s)
- Mutshiene Deogratias Ekwanzala
- Department of Environmental, Water and Earth Sciences, Tshwane University of Technology, Arcadia Campus, Private BagX680, Pretoria, 0001, South Africa.
| | - John Barr Dewar
- Department of Life and Consumer Sciences, University of South Africa, Florida Campus, Johannesburg, South Africa
| | - Maggy Ndombo Benteke Momba
- Department of Environmental, Water and Earth Sciences, Tshwane University of Technology, Arcadia Campus, Private BagX680, Pretoria, 0001, South Africa.
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