ArticleEnvironmental microbiome2024
City-scale monitoring of antibiotic resistance genes by digital PCR and metagenomics.
Article in Environmental microbiome, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Unveiling Marine Vesicle Uptake in Vibrio spp: Taxonomic and Environmental Insights.MicrobiologyOpen · 2026Article
- Environmental Risks of Antibiotics and Antibiotic Resistance Elements: Occurrence, Fate, and Assessment.International journal of molecular sciences · 2026Review
- Wastewater surveillance reveals patterns of antibiotic resistance across the United States.Nature communications · 2026Article
- The surveillance of antimicrobial resistance in wastewater from a one health perspective: A global scoping and temporal review (2014-2024).One health (Amsterdam, Netherlands) · 2025Article
- Development and application of a highly sensitive quadruple droplet digital PCR method for simultaneous quantification of sulfonamide resistance genes.Frontiers in microbiology · 2025Article
- Detecting antibiotic resistance: classical, molecular, advanced bioengineering, and AI-enhanced approaches.Frontiers in microbiology · 2025Review
- An antimicrobial resistance gene situationer in the backyard swine industry of a Philippine City.Scientific reports · 2024Article
- Advancing Pathogen Identification: The Role of Digital PCR in Enhancing Diagnostic Power in Different Settings.Diagnostics (Basel, Switzerland) · 2024Review
- Metagenomic airborne resistome from urban hot spots through the One Health lens.Environmental microbiology reports · 2024Article
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAnthropogenic activities significantly contribute to the dissemination of antibiotic resistance genes (ARGs), posing a substantial threat to humankind. The development of methods that allow robust ARG surveillance is a long-standing challenge. Here, we use city-scale monitoring of ARGs by using two of the most promising cutting-edge technologies, digital PCR (dPCR) and metagenomics.
methodsARG hot-spots were sampled from the urban water and wastewater distribution systems. Metagenomics was used to provide a broad view of ARG relative abundance and richness in the prokaryotic and viral fractions. From the city-core ARGs in all samples, the worldwide dispersed sul2 and tetW conferring resistance to sulfonamide and tetracycline, respectively, were monitored by dPCR and metagenomics.
resultsThe largest relative overall ARG abundance and richness were detected in the hospital wastewater and the WWTP inlet (up to ≈6,000 ARGs/Gb metagenome) with a large fraction of unclassified resistant bacteria. The abundance of ARGs in DNA and RNA contigs classified as viruses was notably lower, demonstrating a reduction of up to three orders of magnitude compared to contigs associated to prokaryotes. By metagenomics and dPCR, a similar abundance tendency of sul2 and tetW was obtained, with higher abundances in hospital wastewater and WWTP input (≈125-225 ARGs/Gb metagenome). dPCR absolute abundances were between 6,000 and 18,600 copies per ng of sewage DNA (≈10
conclusionsdPCR was more sensitive and accurate, while metagenomics provided broader coverage of ARG detection. While desirable, a reliable correlation of dPCR absolute abundance units into metagenomic relative abundance units was not obtained here (r
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