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Peters AC, Larsson DGJ, Laxminarayan R, Munthe C. Barriers and pathways to environmental surveillance of antibiotic resistance in middle- and low-income settings: a qualitative exploratory key expert study. Glob Health Action 2024; 17:2343318. [PMID: 38813982 PMCID: PMC11141306 DOI: 10.1080/16549716.2024.2343318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 04/11/2024] [Indexed: 05/31/2024] Open
Abstract
BACKGROUND Local and global surveillance of antibiotic resistance (ABR) has proven a challenge to implement effectively in low- and middleincome (LMI) settings. Environmental surveillance solutions are increasingly highlighted as a strategy to help overcome such problems, and thus to promote global health as well as the local management of ABR in LMI countries. While technical and scientific aspects of such solutions are being probed continuously, no study has investigated their practical feasibility. OBJECTIVE Explore practical barriers for environmental surveillance of ABR in LMI countries, and pathways for surveillance experts to manage these. METHODS To start charting this unknown territory, we conducted an explorative, qualitative interview study with key informants, applying a constructivist grounded theory approach to analyze the results. RESULTS Barriers were identified across infrastructural, institutional and social dimensions, and pathways to manage them were mostly counterproductive from an ABR management perspective, including avoiding entire regions, applying substandard methods and failing to include local collaborators. CONCLUSION The research community as well as international agencies, organizations and states have key roles and responsibilities for improving the prospects of feasible environmental ABR surveillance in LMI-settings.
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Affiliation(s)
- Ann-Christin Peters
- Department of Philosophy, Linguistics and Theory of Science, University of Gothenburg, Gothenburg, Sweden
- Centre for Antibiotic Resistance Research in Gothenburg (CARe), Gothenburg, Sweden
| | - D. G. Joakim Larsson
- Centre for Antibiotic Resistance Research in Gothenburg (CARe), Gothenburg, Sweden
- Department of Infectious Diseases, Institute for Biomedicine, University of Gothenburg, Gothenburg, Sweden
| | - Ramanan Laxminarayan
- One Health Trust, Washington, DC, USA
- One Health Trust, Bangalore, India
- High Meadows Environmental Institute, Princeton University, Princeton, NJ, USA
| | - Christian Munthe
- Department of Philosophy, Linguistics and Theory of Science, University of Gothenburg, Gothenburg, Sweden
- Centre for Antibiotic Resistance Research in Gothenburg (CARe), Gothenburg, Sweden
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Prack McCormick B, Knecht CA, Sokolowski AC, Palladino PM, Rojas DE, Cristos DS, Rivera HJ, Gonçalves Vila Cova C, De Grazia J, Rodriguez HA, Tittonell P, Centrón D, Barrios MB. Fate of fluoroquinolones associated with antimicrobial resistance in circular periurban agriculture. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 955:176874. [PMID: 39414035 DOI: 10.1016/j.scitotenv.2024.176874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 09/19/2024] [Accepted: 10/09/2024] [Indexed: 10/18/2024]
Abstract
Animal antibiotic use contributes to antimicrobial resistance (AMR) in humans. While animal manure benefits soil fertility, it also acts as hotspot for antibiotic residues, antibiotic-resistant bacteria, and their genes. Amending soils with poultry litter is recognized as "magic" among horticulture farmers and it remains a common practice globally. However, this poses a risk especially in countries where prophylactic use of antibiotics is allowed. In Argentina, fluoroquinolones are used in this way besides being listed as essential medicines and classified as "watch" by the World Health Organization. Antibiotic selective pressure can favour AMR in the environment but the fate of antibiotic residues and AMR dissemination from these practices remains poorly understood. Our research addresses this gap with a biological model tracing fluoroquinolones from poultry to soil to lettuce and tracking anthropogenic AMR with the proposed biomarker genes sul1 and intI1. Fresh poultry litter was stored for six months before application in a horticulture field experiment. The experiment included control and manured plots where lettuce was cultivated till harvest. Enrofloxacin concentration was 7.3 μg/kg in fresh poultry litter, while its metabolite ciprofloxacin was 39.22 μg/kg after storage. Although no fluoroquinolones were detected in soils, lettuce from manured plots contained enrofloxacin and ciprofloxacin at 14.97 and 9.77 μg/kg, respectively, providing evidence of fluoroquinolone bioaccumulation in plants. Abundance of sul1 and intI1 in poultry litter was not affected by storage. Manured soils showed better soil quality than controls, but sul1 gene abundance was 1.6 times higher, reaching 7.61 Log sul1/g soil. A less sensitive, but significant effect was registered for intI1. These findings show that static storage is insufficient to stop the transmission of antibiotics and AMR biomarkers from poultry to horticulture. Amending soil with industrial poultry litter contributes to pollution with these emergent contaminants and risks human antibiotic exposure through fresh vegetables.
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Affiliation(s)
- Barbara Prack McCormick
- Groningen Institute of Evolutionary Life Sciences, University of Groningen, PO Box 11103, 9700 CC Groningen, the Netherlands; Universidad Nacional de Lomas de Zamora, Facultad de Ciencias Agrarias, Laboratorio de suelos, Buenos Aires, Argentina.
| | - Camila A Knecht
- Universidad de Buenos Aires, Instituto de Microbiología y Parasitología Médica, Facultad de Medicina, Laboratorio de Investigaciones en Mecanismos de Resistencia a Antibióticos (UBA-CONICET, IMPaM), Buenos Aires, Argentina
| | - Ana Clara Sokolowski
- Universidad Nacional de Lomas de Zamora, Facultad de Ciencias Agrarias, Laboratorio de suelos, Buenos Aires, Argentina
| | - Pablo Martín Palladino
- Instituto Nacional de Tecnología Agropecuaria (INTA, Argentina), Instituto Tecnología de los Alimentos, Argentina
| | - Dante Emanuel Rojas
- Instituto Nacional de Tecnología Agropecuaria (INTA, Argentina), Instituto Tecnología de los Alimentos, Argentina
| | - Diego Sebastián Cristos
- Instituto Nacional de Tecnología Agropecuaria (INTA, Argentina), Instituto Tecnología de los Alimentos, Argentina
| | - Hernan J Rivera
- Universidad Nacional de Lomas de Zamora, Facultad de Ciencias Agrarias, Laboratorio de suelos, Buenos Aires, Argentina
| | - Carola Gonçalves Vila Cova
- Universidad Nacional de Lomas de Zamora, Facultad de Ciencias Agrarias, Laboratorio de suelos, Buenos Aires, Argentina
| | - Javier De Grazia
- Universidad Nacional de Lomas de Zamora, Facultad de Ciencias Agrarias, Laboratorio de suelos, Buenos Aires, Argentina
| | - Hernán A Rodriguez
- Universidad Nacional de Lomas de Zamora, Facultad de Ciencias Agrarias, Laboratorio de suelos, Buenos Aires, Argentina
| | - Pablo Tittonell
- Groningen Institute of Evolutionary Life Sciences, University of Groningen, PO Box 11103, 9700 CC Groningen, the Netherlands
| | - Daniela Centrón
- Universidad de Buenos Aires, Instituto de Microbiología y Parasitología Médica, Facultad de Medicina, Laboratorio de Investigaciones en Mecanismos de Resistencia a Antibióticos (UBA-CONICET, IMPaM), Buenos Aires, Argentina
| | - Monica B Barrios
- Universidad Nacional de Lomas de Zamora, Facultad de Ciencias Agrarias, Laboratorio de suelos, Buenos Aires, Argentina
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Abramova A, Karkman A, Bengtsson-Palme J. Metagenomic assemblies tend to break around antibiotic resistance genes. BMC Genomics 2024; 25:959. [PMID: 39402510 PMCID: PMC11479545 DOI: 10.1186/s12864-024-10876-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 10/08/2024] [Indexed: 10/19/2024] Open
Abstract
BACKGROUND Assembly of metagenomic samples can provide essential information about the mobility potential and taxonomic origin of antibiotic resistance genes (ARGs) and inform interventions to prevent further spread of resistant bacteria. However, similar to other conserved regions, such as ribosomal RNA genes and mobile genetic elements, almost identical ARGs typically occur in multiple genomic contexts across different species, representing a considerable challenge for the assembly process. Usually, this results in many fragmented contigs of unclear origin, complicating the risk assessment of ARG detections. To systematically investigate the impact of this issue on detection, quantification and contextualization of ARGs, we evaluated the performance of different assembly approaches, including genomic-, metagenomic- and transcriptomic-specialized assemblers. We quantified recovery and accuracy rates of each tool for ARGs both from in silico spiked metagenomic samples as well as real samples sequenced using both long- and short-read sequencing technologies. RESULTS The results revealed that none of the investigated tools can accurately capture genomic contexts present in samples of high complexity. The transcriptomic assembler Trinity showed a better performance in terms of reconstructing longer and fewer contigs matching unique genomic contexts, which can be beneficial for deciphering the taxonomic origin of ARGs. The currently commonly used metagenomic assembly tools metaSPAdes and MEGAHIT were able to identify the ARG repertoire but failed to fully recover the diversity of genomic contexts present in a sample. On top of that, in a complex scenario MEGAHIT produced very short contigs, which can lead to considerable underestimation of the resistome in a given sample. CONCLUSIONS Our study shows that metaSPAdes and Trinity would be the preferable tools in terms of accuracy to recover correct genomic contexts around ARGs in metagenomic samples characterized by uneven coverages. Overall, the inability of assemblers to reconstruct long ARG-containing contigs has impacts on ARG quantification, suggesting that directly mapping reads to an ARG database should be performed as a complementary strategy to get accurate ARG abundance and diversity measures.
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Affiliation(s)
- Anna Abramova
- Department of Infectious Diseases, Institute of Biomedicine, The Sahlgrenska Academy, University of Gothenburg, Guldhedsgatan 10A, Gothenburg, 413 46, Sweden.
- Division of Systems and Synthetic Biology, Department of Life Sciences, SciLifeLab, Chalmers University of Technology, Gothenburg, 412 96, Sweden.
- Centre for Antibiotic Resistance Research (CARe), Gothenburg, Sweden.
| | - Antti Karkman
- Department of Microbiology, University of Helsinki, Helsinki, Finland
| | - Johan Bengtsson-Palme
- Department of Infectious Diseases, Institute of Biomedicine, The Sahlgrenska Academy, University of Gothenburg, Guldhedsgatan 10A, Gothenburg, 413 46, Sweden
- Division of Systems and Synthetic Biology, Department of Life Sciences, SciLifeLab, Chalmers University of Technology, Gothenburg, 412 96, Sweden
- Centre for Antibiotic Resistance Research (CARe), Gothenburg, Sweden
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4
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Sabença C, Romero-Rivera M, Barbero-Herranz R, Sargo R, Sousa L, Silva F, Lopes F, Abrantes AC, Vieira-Pinto M, Torres C, Igrejas G, del Campo R, Poeta P. Molecular Characterization of Multidrug-Resistant Escherichia coli from Fecal Samples of Wild Animals. Vet Sci 2024; 11:469. [PMID: 39453061 PMCID: PMC11512376 DOI: 10.3390/vetsci11100469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Revised: 09/23/2024] [Accepted: 09/30/2024] [Indexed: 10/26/2024] Open
Abstract
Antimicrobial resistance (AMR) surveillance in fecal Escherichia coli isolates from wildlife is crucial for monitoring the spread of this microorganism in the environment and for developing effective AMR control strategies. Wildlife can act as carriers of AMR bacteria and spread them to other wildlife, domestic animals, and humans; thus, they have public health implications. A total of 128 Escherichia coli isolates were obtained from 66 of 217 fecal samples obtained from different wild animals using media without antibiotic supplementation. Antibiograms were performed for 17 antibiotics to determine the phenotypic resistance profile in these isolates. Extended-spectrum β-lactamase (ESBL) production was tested using the double-disc synergy test, and 29 E. coli strains were selected for whole genome sequencing. In total, 22.1% of the wild animals tested carried multidrug-resistant E. coli isolates, and 0.93% (2/217) of these wild animals carried E. coli isolates with ESBL-encoding genes (blaCTX-M-65, blaCTX-M-55, and blaEC-1982). The E. coli isolates showed the highest resistance rates to ampicillin and were fully susceptible to amikacin, meropenem, ertapenem, and imipenem. Multiple resistance and virulence genes were detected, as well as different plasmids. The relatively high frequency of multidrug-resistant E. coli isolates in wildlife, with some of them being ESBL producers, raises some concern regarding the potential transmission of antibiotic-resistant bacteria among these animals. Gaining insights into antibiotic resistance patterns in wildlife can be vital in shaping conservation initiatives and developing effective strategies for responsible antibiotic use.
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Affiliation(s)
- Carolina Sabença
- MicroART-Antibiotic Resistance Team, Department of Veterinary Sciences, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal;
- Department of Genetics and Biotechnology, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal;
- Functional Genomics and Proteomics Unit, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal
- Associated Laboratory for Green Chemistry, University NOVA of Lisbon, 1099-085 Caparica, Portugal
| | - Mario Romero-Rivera
- Department of Microbiology, University Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), 28034 Madrid, Spain; (M.R.-R.); (R.B.-H.); (R.d.C.)
| | - Raquel Barbero-Herranz
- Department of Microbiology, University Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), 28034 Madrid, Spain; (M.R.-R.); (R.B.-H.); (R.d.C.)
| | - Roberto Sargo
- CRAS—Center for the Recovery of Wild Animals, Veterinary Hospital, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal; (R.S.); (L.S.); (F.S.)
| | - Luís Sousa
- CRAS—Center for the Recovery of Wild Animals, Veterinary Hospital, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal; (R.S.); (L.S.); (F.S.)
| | - Filipe Silva
- CRAS—Center for the Recovery of Wild Animals, Veterinary Hospital, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal; (R.S.); (L.S.); (F.S.)
| | - Filipa Lopes
- LxCRAS—Centro de Recuperação de Animais Silvestres de Lisboa, 1500-068 Lisboa, Portugal;
| | - Ana Carolina Abrantes
- CECAV—Veterinary and Animal Research Centre, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal; (A.C.A.); (M.V.-P.)
| | - Madalena Vieira-Pinto
- CECAV—Veterinary and Animal Research Centre, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal; (A.C.A.); (M.V.-P.)
- Department of Veterinary Sciences, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal
- Associate Laboratory for Animal and Veterinary Science (AL4AnimalS), 5000-801 Vila Real, Portugal
| | - Carmen Torres
- Area of Biochemistry and Molecular Biology, OneHealth-UR Research Group, University of La Rioja, 26006 Logroño, Spain;
| | - Gilberto Igrejas
- Department of Genetics and Biotechnology, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal;
- Functional Genomics and Proteomics Unit, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal
- Associated Laboratory for Green Chemistry, University NOVA of Lisbon, 1099-085 Caparica, Portugal
| | - Rosa del Campo
- Department of Microbiology, University Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), 28034 Madrid, Spain; (M.R.-R.); (R.B.-H.); (R.d.C.)
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, 28040 Madrid, Spain
- Facultad de Ciencias de la Salud, Universidad Alfonso X El Sabio, 28691 Villanueva de la Cañada, Spain
| | - Patrícia Poeta
- MicroART-Antibiotic Resistance Team, Department of Veterinary Sciences, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal;
- Associated Laboratory for Green Chemistry, University NOVA of Lisbon, 1099-085 Caparica, Portugal
- CECAV—Veterinary and Animal Research Centre, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal; (A.C.A.); (M.V.-P.)
- Department of Veterinary Sciences, University of Trás-os-Montes and Alto Douro, 5000-801 Vila Real, Portugal
- Associate Laboratory for Animal and Veterinary Science (AL4AnimalS), 5000-801 Vila Real, Portugal
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Golowczyc M, Gomez-Zavaglia A. Food Additives Derived from Fruits and Vegetables for Sustainable Animal Production and Their Impact in Latin America: An Alternative to the Use of Antibiotics. Foods 2024; 13:2921. [PMID: 39335850 PMCID: PMC11431016 DOI: 10.3390/foods13182921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2024] [Revised: 09/12/2024] [Accepted: 09/14/2024] [Indexed: 09/30/2024] Open
Abstract
The production of healthy animal-derived food entails the effective control of foodborne pathogens and strategies to mitigate microbial threats during rearing. Antibiotics have been traditionally employed in animal farming to manage bacterial infections. However, the prohibition of antibiotic growth promoters in livestock farming has brought significant changes in animal production practices. Although antibiotics are now restricted to treating and preventing bacterial infections, their overuse has caused serious public health issues, including antibiotic resistance and the presence of antibiotic residues in food and wastewater. Therefore, sustainable animal production is crucial in reducing the spread of antibiotic-resistant bacteria. Annually, 40-50% of fruit and vegetable production is discarded worldwide. These discards present significant potential for extracting value-added ingredients, which can reduce costs, decrease waste, and enhance the food economy. This review highlights the negative impacts of antibiotic use in livestock farming and stresses the importance of analyzing the challenges and safety concerns of extracting value-added ingredients from fruit and vegetable co-products at an industrial scale. It also explores the current trends in reducing antibiotic use in livestock, with a focus on Latin American contexts. Finally, the suitability of using value-added ingredients derived from fruit and vegetable co-products for animal feeds is also discussed.
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Affiliation(s)
| | - Andrea Gomez-Zavaglia
- Center for Research and Development in Food Cryotechnology (CIDCA), CCT-CONICET La Plata, La Plata RA1900, Argentina;
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6
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Dulya O, Mikryukov V, Shchepkin DV, Pent M, Tamm H, Guazzini M, Panagos P, Jones A, Orgiazzi A, Marroni F, Bahram M, Tedersoo L. A trait-based ecological perspective on the soil microbial antibiotic-related genetic machinery. ENVIRONMENT INTERNATIONAL 2024; 190:108917. [PMID: 39089094 DOI: 10.1016/j.envint.2024.108917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 04/24/2024] [Accepted: 07/25/2024] [Indexed: 08/03/2024]
Abstract
Antibiotic resistance crisis dictates the need for resistance monitoring and the search for new antibiotics. The development of monitoring protocols is hindered by the great diversity of resistance factors, while the "streetlight effect" denies the possibility of discovering novel drugs based on existing databases. In this study, we address these challenges using high-throughput environmental screening viewed from a trait-based ecological perspective. Through an in-depth analysis of the metagenomes of 658 topsoil samples spanning Europe, we explored the distribution of 241 prokaryotic and fungal genes responsible for producing metabolites with antibiotic properties and 485 antibiotic resistance genes. We analyzed the diversity of these gene collections at different levels and modeled the distribution of each gene across environmental gradients. Our analyses revealed several nonparallel distribution patterns of the genes encoding sequential steps of enzymatic pathways synthesizing large antibiotic groups, pointing to gaps in existing databases and suggesting potential for discovering new analogues of known antibiotics. We show that agricultural activity caused a continental-scale homogenization of microbial antibiotic-related machinery, emphasizing the importance of maintaining indigenous ecosystems within the landscape mosaic. Based on the relationships between the proportion of the genes in the metagenomes with the main predictors (soil pH, land cover type, climate temperature and humidity), we illustrate how the properties of chemical structures dictate the distribution of the genes responsible for their synthesis across environments. With this understanding, we propose general principles to facilitate the discovery of antibiotics, including principally new ones, establish abundance baselines for antibiotic resistance genes, and predict their dissemination.
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Affiliation(s)
- Olesya Dulya
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia; Center of Mycology and Microbiology, University of Tartu, Tartu 50409, Estonia.
| | - Vladimir Mikryukov
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia; Center of Mycology and Microbiology, University of Tartu, Tartu 50409, Estonia.
| | - Daniil V Shchepkin
- Center of Mycology and Microbiology, University of Tartu, Tartu 50409, Estonia.
| | - Mari Pent
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia.
| | - Heidi Tamm
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia.
| | - Massimo Guazzini
- Department of Agriculture, Food, Environmental and Animal Sciences, University of Udine, Udine 33100, Italy.
| | - Panos Panagos
- European Commission, Joint Research Centre (JRC), Ispra, Province of Varese 21027, Italy.
| | - Arwyn Jones
- European Commission, Joint Research Centre (JRC), Ispra, Province of Varese 21027, Italy.
| | - Alberto Orgiazzi
- European Commission, Joint Research Centre (JRC), Ispra, Province of Varese 21027, Italy; European Dynamics, Brussels B-1000, Belgium.
| | - Fabio Marroni
- Department of Agriculture, Food, Environmental and Animal Sciences, University of Udine, Udine 33100, Italy.
| | - Mohammad Bahram
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia; Department of Ecology, Swedish University of Agricultural Sciences, Uppsala 75007, Sweden; Department of Agroecology, Aarhus University, Forsøgsvej 1 4200, Slagelse, Denmark.
| | - Leho Tedersoo
- Center of Mycology and Microbiology, University of Tartu, Tartu 50409, Estonia.
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Klümper U, Gionchetta G, Catão E, Bellanger X, Dielacher I, Elena AX, Fang P, Galazka S, Goryluk-Salmonowicz A, Kneis D, Okoroafor U, Radu E, Szadziul M, Szekeres E, Teban-Man A, Coman C, Kreuzinger N, Popowska M, Vierheilig J, Walsh F, Woegerbauer M, Bürgmann H, Merlin C, Berendonk TU. Environmental microbiome diversity and stability is a barrier to antimicrobial resistance gene accumulation. Commun Biol 2024; 7:706. [PMID: 38851788 PMCID: PMC11162449 DOI: 10.1038/s42003-024-06338-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 05/15/2024] [Indexed: 06/10/2024] Open
Abstract
When antimicrobial resistant bacteria (ARB) and genes (ARGs) reach novel habitats, they can become part of the habitat's microbiome in the long term if they are able to overcome the habitat's biotic resilience towards immigration. This process should become more difficult with increasing biodiversity, as exploitable niches in a given habitat are reduced for immigrants when more diverse competitors are present. Consequently, microbial diversity could provide a natural barrier towards antimicrobial resistance by reducing the persistence time of immigrating ARB and ARG. To test this hypothesis, a pan-European sampling campaign was performed for structured forest soil and dynamic riverbed environments of low anthropogenic impact. In soils, higher diversity, evenness and richness were significantly negatively correlated with relative abundance of >85% of ARGs. Furthermore, the number of detected ARGs per sample were inversely correlated with diversity. However, no such effects were present in the more dynamic riverbeds. Hence, microbiome diversity can serve as a barrier towards antimicrobial resistance dissemination in stationary, structured environments, where long-term, diversity-based resilience against immigration can evolve.
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Affiliation(s)
- Uli Klümper
- Technische Universität Dresden, Institute for Hydrobiology, Dresden, Germany
| | - Giulia Gionchetta
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, Department of Surface Waters - Research and Management, Kastanienbaum, Switzerland
| | - Elisa Catão
- Université de Lorraine, Villers-lès-Nancy, France
- Université de Toulon, Toulon, France
| | | | - Irina Dielacher
- TU Wien, Institute of Water Quality and Resource Management, Vienna, Austria
| | - Alan Xavier Elena
- Technische Universität Dresden, Institute for Hydrobiology, Dresden, Germany
| | - Peiju Fang
- Technische Universität Dresden, Institute for Hydrobiology, Dresden, Germany
| | - Sonia Galazka
- AGES - Austrian Agency for Health and Food Safety, Department for Integrative Risk Assessment, Division for Risk Assessment, Data and Statistics, Vienna, Austria
| | - Agata Goryluk-Salmonowicz
- University of Warsaw, Faculty of Biology, Institute of Microbiology, Department of Bacterial Physiology, Warsaw, Poland
- Warsaw University of Life Sciences, Institute of Biology, Department of Biochemistry and Microbiology, Warsaw, Poland
| | - David Kneis
- Technische Universität Dresden, Institute for Hydrobiology, Dresden, Germany
| | - Uchechi Okoroafor
- Maynooth University, Department of Biology, Kathleen Lonsdale Institute for Human Health, Maynooth, Co. Kildare, Ireland
| | - Elena Radu
- TU Wien, Institute of Water Quality and Resource Management, Vienna, Austria
- Romanian Academy of Science, Institute of Virology Stefan S. Nicolau, Bucharest, Romania
| | - Mateusz Szadziul
- University of Warsaw, Faculty of Biology, Institute of Microbiology, Department of Bacterial Physiology, Warsaw, Poland
| | - Edina Szekeres
- NIRDBS, Institute of Biological Research Cluj-Napoca, Cluj-Napoca, Romania
| | - Adela Teban-Man
- NIRDBS, Institute of Biological Research Cluj-Napoca, Cluj-Napoca, Romania
| | - Cristian Coman
- NIRDBS, Institute of Biological Research Cluj-Napoca, Cluj-Napoca, Romania
| | - Norbert Kreuzinger
- TU Wien, Institute of Water Quality and Resource Management, Vienna, Austria
| | - Magdalena Popowska
- University of Warsaw, Faculty of Biology, Institute of Microbiology, Department of Bacterial Physiology, Warsaw, Poland
| | - Julia Vierheilig
- TU Wien, Institute of Water Quality and Resource Management, Vienna, Austria
- Interuniversity Cooperation Centre Water & Health, Vienna, Austria
| | - Fiona Walsh
- Maynooth University, Department of Biology, Kathleen Lonsdale Institute for Human Health, Maynooth, Co. Kildare, Ireland
| | - Markus Woegerbauer
- AGES - Austrian Agency for Health and Food Safety, Department for Integrative Risk Assessment, Division for Risk Assessment, Data and Statistics, Vienna, Austria
| | - Helmut Bürgmann
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, Department of Surface Waters - Research and Management, Kastanienbaum, Switzerland
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8
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Kim J, Ndegwa E. One Health Landscape of Antimicrobial Resistance in Bacteria Isolated from Virginia between 2007-2021. Antibiotics (Basel) 2024; 13:504. [PMID: 38927171 PMCID: PMC11201128 DOI: 10.3390/antibiotics13060504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 05/23/2024] [Accepted: 05/27/2024] [Indexed: 06/28/2024] Open
Abstract
The emergence of antimicrobial-resistant (AMR) bacteria has become a critical global One Health issue, mainly attributed to the extensive use of antimicrobial agents in human and agricultural settings. Regional and local AMR surveillance data is essential for implementing awareness and mitigation strategies. This article assesses AMR frequency in 1604 bacterial isolates consisting of Escherichia coli (E. coli) and Salmonella spp. isolated from diverse sources in Virginia, including farm animals, wildlife, environment, and food samples from 2007 to 2021. The results are based on the Kirby-Bauer disc diffusion assessment method of susceptibility to select antimicrobial agents, spanning nine distinct categories approved by the US Food and Drug Administration for clinical use. Streptomycin (STR) and tetracycline (TCY) exhibited the highest frequency of resistance in E. coli (39.1%) and Salmonella (25.2%), respectively. Multidrug resistance (MDR) was evident in 6.6% of E. coli and 10.9% of Salmonella isolates. Notably, 51% of E. coli and 36% of Salmonella isolates demonstrated resistance to more than one antimicrobial. None of the tested antimicrobials guaranteed effectiveness against the bacteria isolated from the surveyed sources and regions. The study found heightened MDR and distinct AMR patterns in bacteria isolated from food products compared to other sampled sources. These findings are vital for comprehending the current AMR landscape, prompting the development of strategies to mitigate the emergence of AMR bacteria, and advocating prudent antimicrobial use from a One Health perspective.
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Affiliation(s)
- Jimin Kim
- Columbia College, Columbia University, New York, NY 10027, USA
| | - Eunice Ndegwa
- Agricultural Research Station, Virginia State University, 1 Hayden Drive, Petersburg, VA 23806, USA
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9
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Franklin AM, Weller DL, Durso LM, Bagley M, Davis BC, Frye JG, Grim CJ, Ibekwe AM, Jahne MA, Keely SP, Kraft AL, McConn BR, Mitchell RM, Ottesen AR, Sharma M, Strain EA, Tadesse DA, Tate H, Wells JE, Williams CF, Cook KL, Kabera C, McDermott PF, Garland JL. A one health approach for monitoring antimicrobial resistance: developing a national freshwater pilot effort. FRONTIERS IN WATER 2024; 6:10.3389/frwa.2024.1359109. [PMID: 38855419 PMCID: PMC11157689 DOI: 10.3389/frwa.2024.1359109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
Antimicrobial resistance (AMR) is a world-wide public health threat that is projected to lead to 10 million annual deaths globally by 2050. The AMR public health issue has led to the development of action plans to combat AMR, including improved antimicrobial stewardship, development of new antimicrobials, and advanced monitoring. The National Antimicrobial Resistance Monitoring System (NARMS) led by the United States (U.S) Food and Drug Administration along with the U.S. Centers for Disease Control and U.S. Department of Agriculture has monitored antimicrobial resistant bacteria in retail meats, humans, and food animals since the mid 1990's. NARMS is currently exploring an integrated One Health monitoring model recognizing that human, animal, plant, and environmental systems are linked to public health. Since 2020, the U.S. Environmental Protection Agency has led an interagency NARMS environmental working group (EWG) to implement a surface water AMR monitoring program (SWAM) at watershed and national scales. The NARMS EWG divided the development of the environmental monitoring effort into five areas: (i) defining objectives and questions, (ii) designing study/sampling design, (iii) selecting AMR indicators, (iv) establishing analytical methods, and (v) developing data management/analytics/metadata plans. For each of these areas, the consensus among the scientific community and literature was reviewed and carefully considered prior to the development of this environmental monitoring program. The data produced from the SWAM effort will help develop robust surface water monitoring programs with the goal of assessing public health risks associated with AMR pathogens in surface water (e.g., recreational water exposures), provide a comprehensive picture of how resistant strains are related spatially and temporally within a watershed, and help assess how anthropogenic drivers and intervention strategies impact the transmission of AMR within human, animal, and environmental systems.
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Affiliation(s)
- Alison M. Franklin
- United States (U.S.) Environmental Protection Agency, Office of Research and Development, Cincinnati, OH, United States
| | - Daniel L. Weller
- U.S. Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Lisa M. Durso
- U.S. Department of Agriculture, Agricultural Research Service (USDA, ARS), Agroecosystem Management Research, Lincoln, NE, United States
| | - Mark Bagley
- United States (U.S.) Environmental Protection Agency, Office of Research and Development, Cincinnati, OH, United States
| | - Benjamin C. Davis
- United States (U.S.) Environmental Protection Agency, Office of Research and Development, Cincinnati, OH, United States
| | - Jonathan G. Frye
- USDA ARS, U.S. National Poultry Research Center, Poultry Microbiological Safety and Processing Research Unit, Athens, GA, United States
| | - Christopher J. Grim
- Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, College Park, MD, United States
| | - Abasiofiok M. Ibekwe
- USDA, ARS, Agricultural Water Efficiency and Salinity Research Unit, Riverside, CA, United States
| | - Michael A. Jahne
- United States (U.S.) Environmental Protection Agency, Office of Research and Development, Cincinnati, OH, United States
| | - Scott P. Keely
- United States (U.S.) Environmental Protection Agency, Office of Research and Development, Cincinnati, OH, United States
| | - Autumn L. Kraft
- Oak Ridge Institute for Science and Education, USDA, ARS, Beltsville, MD, United States
| | - Betty R. McConn
- Oak Ridge Institute for Science and Education, USDA, ARS, Beltsville, MD, United States
| | - Richard M. Mitchell
- Environmental Protection Agency, Office of Water, Washington, DC, United States
| | - Andrea R. Ottesen
- Center for Veterinary Medicine, National Antimicrobial Resistance Monitoring System (NARMS), U.S. Food and Drug Administration, Laurel, MD, United States
| | - Manan Sharma
- USDA, ARS Environmental Microbial and Food Safety Laboratory, Beltsville, MD, United States
| | - Errol A. Strain
- Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, College Park, MD, United States
| | - Daniel A. Tadesse
- Center for Veterinary Medicine, National Antimicrobial Resistance Monitoring System (NARMS), U.S. Food and Drug Administration, Laurel, MD, United States
| | - Heather Tate
- Center for Veterinary Medicine, National Antimicrobial Resistance Monitoring System (NARMS), U.S. Food and Drug Administration, Laurel, MD, United States
| | - Jim E. Wells
- USDA, ARS, U.S. Meat Animal Research Center, Meat Safety and Quality, Clay Center, NE, United States
| | - Clinton F. Williams
- USDA, ARS, US Arid-Land Agricultural Research Center, Maricopa, AZ, United States
| | - Kim L. Cook
- USDA, ARS Nutrition, Food Safety and Quality National Program Staff, Beltsville, MD, United States
| | - Claudine Kabera
- Center for Veterinary Medicine, National Antimicrobial Resistance Monitoring System (NARMS), U.S. Food and Drug Administration, Laurel, MD, United States
| | - Patrick F. McDermott
- Center for Veterinary Medicine, National Antimicrobial Resistance Monitoring System (NARMS), U.S. Food and Drug Administration, Laurel, MD, United States
| | - Jay L. Garland
- United States (U.S.) Environmental Protection Agency, Office of Research and Development, Cincinnati, OH, United States
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Sonntag M, Elgeti VK, Vainshtein Y, Jenner L, Mueller J, Brenner T, Decker SO, Sohn K. Suppression PCR-Based Selective Enrichment Sequencing for Pathogen and Antimicrobial Resistance Detection on Cell-Free DNA in Sepsis-A Targeted, Blood Culture-Independent Approach for Rapid Pathogen and Resistance Diagnostics in Septic Patients. Int J Mol Sci 2024; 25:5463. [PMID: 38791501 PMCID: PMC11121775 DOI: 10.3390/ijms25105463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 05/14/2024] [Accepted: 05/15/2024] [Indexed: 05/26/2024] Open
Abstract
Sepsis is a life-threatening syndrome triggered by infection and accompanied by high mortality, with antimicrobial resistances (AMRs) further escalating clinical challenges. The rapid and reliable detection of causative pathogens and AMRs are key factors for fast and appropriate treatment, in order to improve outcomes in septic patients. However, current sepsis diagnostics based on blood culture is limited by low sensitivity and specificity while current molecular approaches fail to enter clinical routine. Therefore, we developed a suppression PCR-based selective enrichment sequencing approach (SUPSETS), providing a molecular method combining multiplex suppression PCR with Nanopore sequencing to identify most common sepsis-causative pathogens and AMRs using plasma cell-free DNA. Applying only 1 mL of plasma, we targeted eight pathogens across three kingdoms and ten AMRs in a proof-of-concept study. SUPSETS was successfully tested in an experimental research study on the first ten clinical samples and revealed comparable results to clinical metagenomics while clearly outperforming blood culture. Several clinically relevant AMRs could be additionally detected. Furthermore, SUPSETS provided first pathogen and AMR-specific sequencing reads within minutes of starting sequencing, thereby potentially decreasing time-to-results to 11-13 h and suggesting diagnostic potential in sepsis.
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Affiliation(s)
- Mirko Sonntag
- Innovation Field In-Vitro Diagnostics, Fraunhofer Institute for Interfacial Engineering and Biotechnology IGB, 70569 Stuttgart, Germany; (M.S.)
- Interfaculty Graduate School of Infection Biology and Microbiology (IGIM), Eberhard Karls University Tuebingen, 72076 Tuebingen, Germany
| | - Vanessa K. Elgeti
- Innovation Field In-Vitro Diagnostics, Fraunhofer Institute for Interfacial Engineering and Biotechnology IGB, 70569 Stuttgart, Germany; (M.S.)
- Faculty of Medicine, Greifswald University Medicine, Fleischmannstr. 8, 17475 Greifswald, Germany
| | - Yevhen Vainshtein
- Innovation Field In-Vitro Diagnostics, Fraunhofer Institute for Interfacial Engineering and Biotechnology IGB, 70569 Stuttgart, Germany; (M.S.)
| | - Lucca Jenner
- Innovation Field In-Vitro Diagnostics, Fraunhofer Institute for Interfacial Engineering and Biotechnology IGB, 70569 Stuttgart, Germany; (M.S.)
| | - Jan Mueller
- Innovation Field In-Vitro Diagnostics, Fraunhofer Institute for Interfacial Engineering and Biotechnology IGB, 70569 Stuttgart, Germany; (M.S.)
- Max Perutz Labs, Vienna Biocenter Campus (VBC), Vienna Biocenter 5, 1030 Vienna, Austria
- Max Perutz Labs, Department of Structural and Computational Biology, University of Vienna, CIBIV Vienna Biocenter 5, 1030 Vienna, Austria
- Vienna Biocenter PhD Program, a Doctoral School of the University of Vienna and the Medical University of Vienna, 1030 Vienna, Austria
| | - Thorsten Brenner
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Essen, University Duisburg-Essen, Hufelandstr. 55, 45147 Essen, Germany
| | - Sebastian O. Decker
- Department of Anesthesiology, Medical Faculty Heidelberg, Heidelberg University, Im Neuenheimer Feld 420, 69120 Heidelberg, Germany
| | - Kai Sohn
- Innovation Field In-Vitro Diagnostics, Fraunhofer Institute for Interfacial Engineering and Biotechnology IGB, 70569 Stuttgart, Germany; (M.S.)
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Marzouk E, Abalkhail A, ALqahtani J, Alsowat K, Alanazi M, Alzaben F, Alnasser A, Alasmari A, Rawway M, Draz A, Abu-Okail A, Altwijery A, Moussa I, Alsughayyir S, Alamri S, Althagafi M, Almaliki A, Elmanssury AE, Elbehiry A. Proteome analysis, genetic characterization, and antibiotic resistance patterns of Klebsiella pneumoniae clinical isolates. AMB Express 2024; 14:54. [PMID: 38722429 PMCID: PMC11082098 DOI: 10.1186/s13568-024-01710-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Accepted: 04/22/2024] [Indexed: 05/12/2024] Open
Abstract
Klebsiella pneumoniae (K. pneumoniae) is a member of the ESKAPE group and is responsible for severe community and healthcare-associated infections. Certain Klebsiella species have very similar phenotypes, which presents a challenge in identifying K. pneumoniae. Multidrug-resistant K. pneumoniae is also a serious global problem that needs to be addressed. A total of 190 isolates were isolated from urine (n = 69), respiratory (n = 52), wound (n = 48) and blood (n = 21) samples collected from various hospitals in the Al-Qassim, Saudi Arabia, between March 2021 and October 2022. Our study aimed to rapidly and accurately detect K. pneumoniae using the Peptide Mass Fingerprinting (PMF) technique, confirmed by real-time PCR. Additionally, screening for antibiotic susceptibility and resistance was conducted. The primary methods for identifying K. pneumoniae isolates were culture, Gram staining, and the Vitek® 2 ID Compact system. An automated MALDI Biotyper (MBT) instrument was used for proteome identification, which was subsequently confirmed using SYBR green real-time polymerase chain reaction (real-time PCR) and microfluidic electrophoresis assays. Vitek® 2 AST-GN66 cards were utilized to evaluate the antimicrobial sensitivity of K. pneumoniae isolates. According to our results, Vitek® 2 Compact accurately identified 178 out of 190 (93.68%) K. pneumoniae isolates, while the PMF technique correctly detected 188 out of 190 (98.95%) isolates with a score value of 2.00 or higher. Principal component analysis was conducted using MBT Compass software to classify K. pneumoniae isolates based on their structure. Based on the analysis of the single peak intensities generated by MBT, the highest peak values were found at 3444, 5022, 5525, 6847, and 7537 m/z. K. pneumoniae gene testing confirmed the PMF results, with 90.53% detecting entrobactin, 70% detecting 16 S rRNA, and 32.63% detecting ferric iron uptake. The resistance of the K. pneumoniae isolates to antibiotics was as follows: 64.75% for cefazolin, 62.63% for trimethoprim/sulfamethoxazole, 59.45% for ampicillin, 58.42% for cefoxitin, 57.37% for ceftriaxone, 53.68% for cefepime, 52.11% for ampicillin-sulbactam, 50.53% for ceftazidime, 52.11% for ertapenem, and 49.47% for imipenem. Based on the results of the double-disk synergy test, 93 out of 190 (48.95%) K. pneumoniae isolates were extended-spectrum beta-lactamase. In conclusion, PMF is a powerful analytical technique used to identify K. pneumoniae isolates from clinical samples based on their proteomic characteristics. K. pneumoniae isolates have shown increasing resistance to antibiotics from different classes, including carbapenem, which poses a significant threat to human health as these infections may become difficult to treat.
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Affiliation(s)
- Eman Marzouk
- Department of Public Health, College of Applied Medical Sciences, Qassim University, Buraydah, 51452 , P.O. Box 6666, Saudi Arabia.
| | - Adil Abalkhail
- Department of Public Health, College of Applied Medical Sciences, Qassim University, Buraydah, 51452 , P.O. Box 6666, Saudi Arabia
| | - Jamaan ALqahtani
- Family Medicine Department, King Fahad Armed Hospital, 23311, Jeddah, Saudi Arabia
| | - Khalid Alsowat
- Pharmacy Department, Prince Sultan Armed Forces Hospital, 42375, Medina, Saudi Arabia
| | - Menwer Alanazi
- Dental Department, King Salman Armed Forces Hospital, 47521, Tabuk, Saudi Arabia
| | - Feras Alzaben
- Department of Food Service, King Fahad Armed Forces Hospital, 23311, Jeddah, Saudi Arabia
| | - Abdulaziz Alnasser
- Psychiatry Department, Prince Sultan Military Medical City, 11632, Riyadh, Saudi Arabia
| | - Anas Alasmari
- Neurology department, king Fahad military hospital, 23311, Jeddah, Saudi Arabia
| | - Mohammed Rawway
- Biology Department, College of Science, Jouf University, 42421, Sakaka, Saudi Arabia
- Botany and Microbiology Department, Faculty of Science, Al-Azhar University, 71524, Assiut, Egypt
| | - Abdelmaged Draz
- Department of Veterinary Preventive Medicine, College of Veterinary Medicine, Qassim University, 52571, Buraydah, Saudi Arabia
| | - Akram Abu-Okail
- Department of Veterinary Preventive Medicine, College of Veterinary Medicine, Qassim University, 52571, Buraydah, Saudi Arabia
| | | | - Ihab Moussa
- Department of Botany and Microbiology, College of Science, King Saud University, 11451, Riyadh, Saudi Arabia
| | - Sulaiman Alsughayyir
- Medical Administration, Armed Forces Medical Services, 12426, Riyadh, Saudi Arabia
| | - Saleh Alamri
- Prince Sultan Military Medical City, 13525, Riyadh, Saudi Arabia
| | - Mohammed Althagafi
- Laboratory Department, Armed Forces Center for Health Rehabilitation, 21944, Taif, Saudi Arabia
| | - Abdulrahman Almaliki
- Physiotherapy Department, Armed Forces Center for Health Rehabilitation, 21944, Taif, Saudi Arabia
| | - Ahmed Elnadif Elmanssury
- Department of Public Health, College of Applied Medical Sciences, Qassim University, Buraydah, 51452 , P.O. Box 6666, Saudi Arabia
| | - Ayman Elbehiry
- Department of Public Health, College of Applied Medical Sciences, Qassim University, Buraydah, 51452 , P.O. Box 6666, Saudi Arabia
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12
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Bagra K, Kneis D, Padfield D, Szekeres E, Teban-Man A, Coman C, Singh G, Berendonk TU, Klümper U. Contrary effects of increasing temperatures on the spread of antimicrobial resistance in river biofilms. mSphere 2024; 9:e0057323. [PMID: 38323843 PMCID: PMC10900892 DOI: 10.1128/msphere.00573-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 01/10/2024] [Indexed: 02/08/2024] Open
Abstract
River microbial communities regularly act as the first barrier of defense against the spread of antimicrobial resistance genes (ARGs) that enter environmental microbiomes through wastewater. However, how the invasion dynamics of wastewater-borne ARGs into river biofilm communities will shift due to climate change with increasing average and peak temperatures remains unknown. Here, we aimed to elucidate the effects of increasing temperatures on the naturally occurring river biofilm resistome, as well as the invasion success of foreign ARGs entering through wastewater. Natural biofilms were grown in a low-anthropogenic impact river and transferred to artificial laboratory recirculation flume systems operated at three different temperatures (20°C, 25°C, and 30°C). After 1 week of temperature acclimatization, significant increases in the abundance of the naturally occurring ARGs in biofilms were detected at higher temperatures. After this acclimatization period, biofilms were exposed to a single pulse of wastewater, and the invasion dynamics of wastewater-borne ARGs were analyzed over 2 weeks. After 1 day, wastewater-borne ARGs were able to invade the biofilms successfully with no observable effect of temperature on their relative abundance. However, thereafter, ARGs were lost at a far increased rate at 30°C, with ARG levels dropping to the initial natural levels after 14 days. Contrary to the lower temperatures, ARGs were either lost at slower rates or even able to establish themselves in biofilms with stable relative abundances above natural levels. Hence, higher temperatures come with contrary effects on river biofilm resistomes: naturally occurring ARGs increase in abundance, while foreign, invading ARGs are lost at elevated speeds.IMPORTANCEInfections with bacteria that gained resistance to antibiotics are taking millions of lives annually, with the death toll predicted to increase. River microbial communities act as a first defense barrier against the spread of antimicrobial resistance genes (ARGs) that enter the environment through wastewater after enrichment in human and animal microbiomes. The global increase in temperature due to climate change might disrupt this barrier effect by altering microbial community structure and functions. We consequently explored how increasing temperatures alter ARG spread in river microbial communities. At higher temperatures, naturally occurring ARGs increased in relative abundance. However, this coincided with a decreased success rate of invading foreign ARGs from wastewater to establish themselves in the communities. Therefore, to predict the effects of climate change on ARG spread in river microbiomes, it is imperative to consider if the river ecosystem and its resistome are dominated by naturally occurring or invading foreign ARGs.
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Affiliation(s)
- Kenyum Bagra
- Institute for Hydrobiology, Technische Universität Dresden, Dresden, Germany
- Indian Institute of Technology, Roorkee, Uttarakhand, India
| | - David Kneis
- Institute for Hydrobiology, Technische Universität Dresden, Dresden, Germany
| | - Daniel Padfield
- Environment and Sustainability Institute, University of Exeter, Exeter, United Kingdom
| | - Edina Szekeres
- Institute of Biological Research Cluj, NIRDBS, Cluj-Napoca, Romania
| | - Adela Teban-Man
- Institute of Biological Research Cluj, NIRDBS, Cluj-Napoca, Romania
| | - Cristian Coman
- Institute of Biological Research Cluj, NIRDBS, Cluj-Napoca, Romania
| | - Gargi Singh
- Indian Institute of Technology, Roorkee, Uttarakhand, India
| | - Thomas U. Berendonk
- Institute for Hydrobiology, Technische Universität Dresden, Dresden, Germany
| | - Uli Klümper
- Institute for Hydrobiology, Technische Universität Dresden, Dresden, Germany
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13
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Bourdonnais E, Le Bris C, Brauge T, Midelet G. Monitoring indicator genes to assess antimicrobial resistance contamination in phytoplankton and zooplankton communities from the English Channel and the North Sea. Front Microbiol 2024; 15:1313056. [PMID: 38389523 PMCID: PMC10882542 DOI: 10.3389/fmicb.2024.1313056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 01/25/2024] [Indexed: 02/24/2024] Open
Abstract
Phytoplankton and zooplankton play a crucial role in marine ecosystems as the basis of the food webs but are also vulnerable to environmental pollutants. Among emerging pollutants, antimicrobial resistance (AMR) is a major public health problem encountered in all environmental compartments. However, the role of planktonic communities in its dissemination within the marine environment remains largely unexplored. In this study, we monitored four genes proposed as AMR indicators (tetA, blaTEM, sul1, and intI1) in phytoplankton and zooplankton samples collected in the English Channel and the North Sea. The indicator gene abundance was mapped to identify the potential sources of contamination. Correlation was assessed with environmental parameters to explore the potential factors influencing the abundance of AMR in the plankton samples. The prevalence in phytoplankton and zooplankton of sul1 and intI1, the most quantified indicator genes, ranged from 63 to 88%. A higher level of phytoplankton and zooplankton carrying these genes was observed near the French and English coasts in areas subjected to anthropogenic discharges from the lands but also far from the coasts. Correlation analysis demonstrated that water temperature, pH, dissolved oxygen and turbidity were correlated to the abundance of indicator genes associated with phytoplankton and zooplankton samples. In conclusion, the sul1 and intI1 genes would be suitable indicators for monitoring AMR contamination of the marine environment, either in phytoplankton and zooplankton communities or in seawater. This study fills a part of the gaps in knowledge about the AMR transport by marine phytoplankton and zooplankton, which may play a role in the transmission of resistance to humans through the marine food webs.
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Affiliation(s)
- Erwan Bourdonnais
- ANSES, Laboratoire de Sécurité des Aliments, Unité Bactériologie et Parasitologie des Produits de la Pêche et de l'Aquaculture, Boulogne-sur-Mer, France
- Univ. du Littoral Côte d'Opale, UMR 1158 BioEcoAgro, Institut Charles Viollette, Unité sous Contrat ANSES, INRAe, Univ. Artois, Univ. Lille, Univ. de Picardie Jules Verne, Univ. de Liège, Junia, Boulogne-sur-Mer, France
| | - Cédric Le Bris
- Univ. du Littoral Côte d'Opale, UMR 1158 BioEcoAgro, Institut Charles Viollette, Unité sous Contrat ANSES, INRAe, Univ. Artois, Univ. Lille, Univ. de Picardie Jules Verne, Univ. de Liège, Junia, Boulogne-sur-Mer, France
| | - Thomas Brauge
- ANSES, Laboratoire de Sécurité des Aliments, Unité Bactériologie et Parasitologie des Produits de la Pêche et de l'Aquaculture, Boulogne-sur-Mer, France
| | - Graziella Midelet
- ANSES, Laboratoire de Sécurité des Aliments, Unité Bactériologie et Parasitologie des Produits de la Pêche et de l'Aquaculture, Boulogne-sur-Mer, France
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14
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Qi Q, Ghaly TM, Rajabal V, Gillings MR, Tetu SG. Dissecting molecular evolution of class 1 integron gene cassettes and identifying their bacterial hosts in suburban creeks via epicPCR. J Antimicrob Chemother 2024; 79:100-111. [PMID: 37962091 DOI: 10.1093/jac/dkad353] [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: 08/22/2023] [Accepted: 10/30/2023] [Indexed: 11/15/2023] Open
Abstract
OBJECTIVES Our study aimed to sequence class 1 integrons in uncultured environmental bacterial cells in freshwater from suburban creeks and uncover the taxonomy of their bacterial hosts. We also aimed to characterize integron gene cassettes with altered DNA sequences relative to those from databases or literature and identify key signatures of their molecular evolution. METHODS We applied a single-cell fusion PCR-based technique-emulsion, paired isolation and concatenation PCR (epicPCR)-to link class 1 integron gene cassette arrays to the phylogenetic markers of their bacterial hosts. The levels of streptomycin resistance conferred by the WT and altered aadA5 and aadA11 gene cassettes that encode aminoglycoside (3″) adenylyltransferases were experimentally quantified in an Escherichia coli host. RESULTS Class 1 integron gene cassette arrays were detected in Alphaproteobacteria and Gammaproteobacteria hosts. A subset of three gene cassettes displayed signatures of molecular evolution, namely the gain of a regulatory 5'-untranslated region (5'-UTR), the loss of attC recombination sites between adjacent gene cassettes, and the invasion of a 5'-UTR by an IS element. Notably, our experimental testing of a novel variant of the aadA11 gene cassette demonstrated that gaining the observed 5'-UTR contributed to a 3-fold increase in the MIC of streptomycin relative to the ancestral reference gene cassette in E. coli. CONCLUSIONS Dissecting the observed signatures of molecular evolution of class 1 integrons allowed us to explain their effects on antibiotic resistance phenotypes, while identifying their bacterial hosts enabled us to make better inferences on the likely origins of novel gene cassettes and IS that invade known gene cassettes.
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Affiliation(s)
- Qin Qi
- School of Natural Sciences, 14 Eastern Road, Macquarie University, Sydney, NSW, Australia
| | - Timothy M Ghaly
- School of Natural Sciences, 14 Eastern Road, Macquarie University, Sydney, NSW, Australia
| | - Vaheesan Rajabal
- ARC Centre of Excellence for Synthetic Biology, 14 Eastern Road, Macquarie University, Sydney, NSW, Australia
| | - Michael R Gillings
- School of Natural Sciences, 14 Eastern Road, Macquarie University, Sydney, NSW, Australia
- ARC Centre of Excellence for Synthetic Biology, 14 Eastern Road, Macquarie University, Sydney, NSW, Australia
| | - Sasha G Tetu
- School of Natural Sciences, 14 Eastern Road, Macquarie University, Sydney, NSW, Australia
- ARC Centre of Excellence for Synthetic Biology, 14 Eastern Road, Macquarie University, Sydney, NSW, Australia
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15
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Rodrigues IC, Cristal AP, Ribeiro-Almeida M, Silveira L, Prata JC, Simões R, Vaz-Pires P, Pista Â, Martins da Costa P. Gulls in Porto Coastline as Reservoirs for Salmonella spp.: Findings from 2008 and 2023. Microorganisms 2023; 12:59. [PMID: 38257887 PMCID: PMC10819206 DOI: 10.3390/microorganisms12010059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 12/14/2023] [Accepted: 12/22/2023] [Indexed: 01/24/2024] Open
Abstract
Gulls act as intermediaries in the exchange of microorganisms between the environment and human settlements, including Salmonella spp. This study assessed the antimicrobial resistance and molecular profiles of Salmonella spp. isolates obtained from fecal samples of gulls in the city of Porto, Portugal, in 2008 and 2023 and from water samples in 2023. Antimicrobial susceptibility profiling revealed an improvement in the prevalence (71% to 17%) and antimicrobial resistance between the two collection dates. Two isolate collections from both 2008 and 2023 underwent serotyping and whole-genome sequencing, revealing genotypic changes, including an increased frequency in the monophasic variant of S. Typhimurium. qacE was identified in 2008 and 2023 in both water and fecal samples, with most isolates exhibiting an MDR profile. The most frequently observed plasmid types were IncF in 2008 (23%), while IncQ1 predominated in 2023 (43%). Findings suggest that Salmonella spp. circulate between humans, animals, and the environment. However, the genetic heterogeneity among the isolates from the gulls' feces and the surface water may indicate a complex ecological and evolutionary dynamic shaped by changing conditions. The observed improvements are likely due to measures to reduce biological contamination and antimicrobial resistance. Nevertheless, additional strategies must be implemented to reduce the public health risk modeled by the dissemination of pathogens by gulls.
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Affiliation(s)
- Inês C. Rodrigues
- ICBAS-UP—School of Medicine and Biomedical Sciences, University of Porto, Rua de Jorge Viterbo Ferreira, 228, 4050-313 Porto, Portugal; (I.C.R.); (A.P.C.); (M.R.-A.); (J.C.P.); (R.S.); (P.V.-P.)
- CIIMAR—Interdisciplinary Centre of Marine and Environmental Research, Terminal de Cruzeiros do Porto, de Leixões, Av. General Norton de Matos s/n, 4450-208 Matosinhos, Portugal
| | - Ana Paula Cristal
- ICBAS-UP—School of Medicine and Biomedical Sciences, University of Porto, Rua de Jorge Viterbo Ferreira, 228, 4050-313 Porto, Portugal; (I.C.R.); (A.P.C.); (M.R.-A.); (J.C.P.); (R.S.); (P.V.-P.)
| | - Marisa Ribeiro-Almeida
- ICBAS-UP—School of Medicine and Biomedical Sciences, University of Porto, Rua de Jorge Viterbo Ferreira, 228, 4050-313 Porto, Portugal; (I.C.R.); (A.P.C.); (M.R.-A.); (J.C.P.); (R.S.); (P.V.-P.)
- UCIBIO—Applied Molecular Biosciences Unit, Laboratory of Microbiology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313 Porto, Portugal
| | - Leonor Silveira
- INSA—National Institute of Health, Department of Infectious Diseases, Av. Padre Cruz, 1649-016 Lisbon, Portugal; (L.S.); (Â.P.)
| | - Joana C. Prata
- ICBAS-UP—School of Medicine and Biomedical Sciences, University of Porto, Rua de Jorge Viterbo Ferreira, 228, 4050-313 Porto, Portugal; (I.C.R.); (A.P.C.); (M.R.-A.); (J.C.P.); (R.S.); (P.V.-P.)
- 1H-TOXRUN—One Health Toxicology Research Unit, University Institute of Health Sciences, CESPU, CRL, 4585-116 Gandra, Portugal
| | - Roméo Simões
- ICBAS-UP—School of Medicine and Biomedical Sciences, University of Porto, Rua de Jorge Viterbo Ferreira, 228, 4050-313 Porto, Portugal; (I.C.R.); (A.P.C.); (M.R.-A.); (J.C.P.); (R.S.); (P.V.-P.)
| | - Paulo Vaz-Pires
- ICBAS-UP—School of Medicine and Biomedical Sciences, University of Porto, Rua de Jorge Viterbo Ferreira, 228, 4050-313 Porto, Portugal; (I.C.R.); (A.P.C.); (M.R.-A.); (J.C.P.); (R.S.); (P.V.-P.)
- CIIMAR—Interdisciplinary Centre of Marine and Environmental Research, Terminal de Cruzeiros do Porto, de Leixões, Av. General Norton de Matos s/n, 4450-208 Matosinhos, Portugal
| | - Ângela Pista
- INSA—National Institute of Health, Department of Infectious Diseases, Av. Padre Cruz, 1649-016 Lisbon, Portugal; (L.S.); (Â.P.)
| | - Paulo Martins da Costa
- ICBAS-UP—School of Medicine and Biomedical Sciences, University of Porto, Rua de Jorge Viterbo Ferreira, 228, 4050-313 Porto, Portugal; (I.C.R.); (A.P.C.); (M.R.-A.); (J.C.P.); (R.S.); (P.V.-P.)
- CIIMAR—Interdisciplinary Centre of Marine and Environmental Research, Terminal de Cruzeiros do Porto, de Leixões, Av. General Norton de Matos s/n, 4450-208 Matosinhos, Portugal
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16
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Fu Y, Dou Q, Smalla K, Wang Y, Johnson TA, Brandt KK, Mei Z, Liao M, Hashsham SA, Schäffer A, Smidt H, Zhang T, Li H, Stedtfeld R, Sheng H, Chai B, Virta M, Jiang X, Wang F, Zhu Y, Tiedje JM. Gut microbiota research nexus: One Health relationship between human, animal, and environmental resistomes. MLIFE 2023; 2:350-364. [PMID: 38818274 PMCID: PMC10989101 DOI: 10.1002/mlf2.12101] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 11/30/2023] [Accepted: 11/30/2023] [Indexed: 06/01/2024]
Abstract
The emergence and rapid spread of antimicrobial resistance is of global public health concern. The gut microbiota harboring diverse commensal and opportunistic bacteria that can acquire resistance via horizontal and vertical gene transfers is considered an important reservoir and sink of antibiotic resistance genes (ARGs). In this review, we describe the reservoirs of gut ARGs and their dynamics in both animals and humans, use the One Health perspective to track the transmission of ARG-containing bacteria between humans, animals, and the environment, and assess the impact of antimicrobial resistance on human health and socioeconomic development. The gut resistome can evolve in an environment subject to various selective pressures, including antibiotic administration and environmental and lifestyle factors (e.g., diet, age, gender, and living conditions), and interventions through probiotics. Strategies to reduce the abundance of clinically relevant antibiotic-resistant bacteria and their resistance determinants in various environmental niches are needed to ensure the mitigation of acquired antibiotic resistance. With the help of effective measures taken at the national, local, personal, and intestinal management, it will also result in preventing or minimizing the spread of infectious diseases. This review aims to improve our understanding of the correlations between intestinal microbiota and antimicrobial resistance and provide a basis for the development of management strategies to mitigate the antimicrobial resistance crisis.
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Affiliation(s)
- Yuhao Fu
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil ScienceChinese Academy of SciencesNanjingChina
- University of Chinese Academy of SciencesBeijingChina
| | - Qingyuan Dou
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil ScienceChinese Academy of SciencesNanjingChina
- University of Chinese Academy of SciencesBeijingChina
| | - Kornelia Smalla
- Julius Kühn Institute (JKI) Federal Research Centre for Cultivated PlantsBraunschweigGermany
| | - Yu Wang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil ScienceChinese Academy of SciencesNanjingChina
- University of Chinese Academy of SciencesBeijingChina
| | | | - Kristian K. Brandt
- Section for Microbial Ecology and Biotechnology, Department of Plant and Environmental SciencesUniversity of CopenhagenFrederiksberg CDenmark
- Sino‐Danish Center (SDC)BeijingChina
| | - Zhi Mei
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil ScienceChinese Academy of SciencesNanjingChina
- University of Chinese Academy of SciencesBeijingChina
- Department of MicrobiologyUniversity of HelsinkiHelsinkiFinland
| | - Maoyuan Liao
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil ScienceChinese Academy of SciencesNanjingChina
- University of Chinese Academy of SciencesBeijingChina
| | - Syed A. Hashsham
- Department of Plant, Soil and Microbial Sciences, Center for Microbial EcologyMichigan State UniversityMichiganUSA
- Department of Civil and Environmental EngineeringMichigan State UniversityMichiganUSA
| | - Andreas Schäffer
- Institute for Environmental ResearchRWTH Aachen UniversityAachenGermany
| | - Hauke Smidt
- Laboratory of MicrobiologyWageningen University & ResearchWageningenThe Netherlands
| | - Tong Zhang
- Environmental Microbiome Engineering and Biotechnology Laboratory, Center for Environmental Engineering Research, Department of Civil EngineeringThe University of Hong KongPokfulamHong KongChina
| | - Hui Li
- Department of Plant, Soil and Microbial Sciences, Center for Microbial EcologyMichigan State UniversityMichiganUSA
| | - Robert Stedtfeld
- Department of Civil and Environmental EngineeringMichigan State UniversityMichiganUSA
| | - Hongjie Sheng
- Institute of Agricultural Resources and EnvironmentJiangsu Academy of Agricultural SciencesNanjingChina
| | - Benli Chai
- Department of Plant, Soil and Microbial Sciences, Center for Microbial EcologyMichigan State UniversityMichiganUSA
| | - Marko Virta
- Department of MicrobiologyUniversity of HelsinkiHelsinkiFinland
| | - Xin Jiang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil ScienceChinese Academy of SciencesNanjingChina
- University of Chinese Academy of SciencesBeijingChina
| | - Fang Wang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil ScienceChinese Academy of SciencesNanjingChina
- University of Chinese Academy of SciencesBeijingChina
| | - Yong‐Guan Zhu
- University of Chinese Academy of SciencesBeijingChina
- Key Laboratory of Urban Environment and Health, Institute of Urban EnvironmentChinese Academy of SciencesXiamenChina
- State Key Laboratory of Urban and Regional EcologyChinese Academy of SciencesBeijingChina
| | - James M. Tiedje
- Department of Plant, Soil and Microbial Sciences, Center for Microbial EcologyMichigan State UniversityMichiganUSA
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17
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Muteeb G, Rehman MT, Shahwan M, Aatif M. Origin of Antibiotics and Antibiotic Resistance, and Their Impacts on Drug Development: A Narrative Review. Pharmaceuticals (Basel) 2023; 16:1615. [PMID: 38004480 PMCID: PMC10675245 DOI: 10.3390/ph16111615] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 11/08/2023] [Accepted: 11/10/2023] [Indexed: 11/26/2023] Open
Abstract
Antibiotics have revolutionized medicine, saving countless lives since their discovery in the early 20th century. However, the origin of antibiotics is now overshadowed by the alarming rise in antibiotic resistance. This global crisis stems from the relentless adaptability of microorganisms, driven by misuse and overuse of antibiotics. This article explores the origin of antibiotics and the subsequent emergence of antibiotic resistance. It delves into the mechanisms employed by bacteria to develop resistance, highlighting the dire consequences of drug resistance, including compromised patient care, increased mortality rates, and escalating healthcare costs. The article elucidates the latest strategies against drug-resistant microorganisms, encompassing innovative approaches such as phage therapy, CRISPR-Cas9 technology, and the exploration of natural compounds. Moreover, it examines the profound impact of antibiotic resistance on drug development, rendering the pursuit of new antibiotics economically challenging. The limitations and challenges in developing novel antibiotics are discussed, along with hurdles in the regulatory process that hinder progress in this critical field. Proposals for modifying the regulatory process to facilitate antibiotic development are presented. The withdrawal of major pharmaceutical firms from antibiotic research is examined, along with potential strategies to re-engage their interest. The article also outlines initiatives to overcome economic challenges and incentivize antibiotic development, emphasizing international collaborations and partnerships. Finally, the article sheds light on government-led initiatives against antibiotic resistance, with a specific focus on the Middle East. It discusses the proactive measures taken by governments in the region, such as Saudi Arabia and the United Arab Emirates, to combat this global threat. In the face of antibiotic resistance, a multifaceted approach is imperative. This article provides valuable insights into the complex landscape of antibiotic development, regulatory challenges, and collaborative efforts required to ensure a future where antibiotics remain effective tools in safeguarding public health.
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Affiliation(s)
- Ghazala Muteeb
- Department of Nursing, College of Applied Medical Science, King Faisal University, Al-Ahsa 31982, Saudi Arabia
| | - Md Tabish Rehman
- Department of Pharmacognosy, College of Pharmacy, King Saud University, Riyadh 11437, Saudi Arabia;
- Center for Medical and Bio-Allied Health Sciences Research, Ajman University, Ajman 346, United Arab Emirates;
| | - Moayad Shahwan
- Center for Medical and Bio-Allied Health Sciences Research, Ajman University, Ajman 346, United Arab Emirates;
- Department of Clinical Sciences, College of Pharmacy and Health Sciences, Ajman University, Ajman 346, United Arab Emirates
| | - Mohammad Aatif
- Department of Public Health, College of Applied Medical Sciences, King Faisal University, Al-Ahsa 31982, Saudi Arabia;
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18
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LaMontagne CD, Christenson EC, Rogers AT, Jacob ME, Stewart JR. Relating Antimicrobial Resistance and Virulence in Surface-Water E. coli. Microorganisms 2023; 11:2647. [PMID: 38004659 PMCID: PMC10673096 DOI: 10.3390/microorganisms11112647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 10/24/2023] [Accepted: 10/25/2023] [Indexed: 11/26/2023] Open
Abstract
The role of the environment in the emergence and spread of antimicrobial resistance (AMR) is being increasingly recognized, raising questions about the public health risks associated with environmental AMR. Yet, little is known about pathogenicity among resistant bacteria in environmental systems. Existing studies on the association between AMR and virulence are contradictory, as fitness costs and genetic co-occurrence can be opposing influences. Using Escherichia coli isolated from surface waters in eastern North Carolina, we compared virulence gene prevalence between isolates resistant and susceptible to antibiotics. We also compared the prevalence of isolates from sub-watersheds with or without commercial hog operations (CHOs). Isolates that had previously been evaluated for phenotypic AMR were paired by matching isolates resistant to any tested antibiotic with fully susceptible isolates from the same sample date and site, forming 87 pairs. These 174 isolates were evaluated by conventional PCR for seven virulence genes (bfp, fimH, cnf-1, STa (estA), EAST-1 (astA), eae, and hlyA). One gene, fimH, was found in 93.1% of isolates. Excluding fimH, at least one virulence gene was detected in 24.7% of isolates. Significant negative associations were found between resistance to at least one antibiotic and presence of at least one virulence gene, tetracycline resistance and presence of a virulence gene, resistance and STa presence, and tetracycline resistance and STa presence. No significant associations were found between CHO presence and virulence, though some sub-significant associations merit further study. This work builds our understanding of factors controlling AMR dissemination through the environment and potential health risks.
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Affiliation(s)
- Connor D. LaMontagne
- Department of Environmental Science and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC 27516, USA; (C.D.L.); (E.C.C.)
| | - Elizabeth C. Christenson
- Department of Environmental Science and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC 27516, USA; (C.D.L.); (E.C.C.)
- Nicholas Institute for Energy, Environment, and Sustainability, Duke University, Durham, NC 27705, USA
- Kenan Institute for Ethics, Duke University, Durham, NC 27705, USA
| | - Anna T. Rogers
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC 27607, USA; (A.T.R.); (M.E.J.)
- Office of Genomics Research, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27516, USA
| | - Megan E. Jacob
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC 27607, USA; (A.T.R.); (M.E.J.)
| | - Jill R. Stewart
- Department of Environmental Science and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC 27516, USA; (C.D.L.); (E.C.C.)
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