ArticleFEMS microbiology ecology2023
Quantification of the mobility potential of antibiotic resistance genes through multiplexed ddPCR linkage analysis.
Article in FEMS microbiology ecology, 2023. 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.
- Review
- Development and application of a triplex ddPCR method for simultaneous detection of MLSB resistance genes in feces and environmental samples.Frontiers in microbiology · 2026Article
- Selective shifts in mobile antibiotic resistance genes under carbamazepine exposure in wastewater microbiomes.ISME communications · 2026Article
- Comparative Analysis of Concentration and Quantification Methods for Antibiotic Resistance Genes and Their Phage-Mediated Dissemination in Treated Wastewater and Biosolids.Pathogens (Basel, Switzerland) · 2025Article
- Towards the integration of antibiotic resistance gene mobility into environmental surveillance and risk assessment.npj antimicrobials and resistance · 2025Review
- Jellyfish blooms-an overlooked hotspot and potential vector for the transmission of antimicrobial resistance in marine environments.mSystems · 2025Article
- Characterization of antibiotic resistance genes in soils from agroecosystems of the Brazilian Amazon.Frontiers in microbiology · 2025Article
- City-scale monitoring of antibiotic resistance genes by digital PCR and metagenomics.Environmental microbiome · 2024Article
- Multiplex Digital PCR-Based Development and discussion of the Detection of Genetic Association BetweenInfection and drug resistance · 2024Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
There is a clear need for global monitoring initiatives to evaluate the risks of antibiotic resistance genes (ARGs) towards human health. Therefore, not only ARG abundances within a given environment, but also their potential mobility, hence their ability to spread to human pathogenic bacteria needs to be quantified. We developed a novel, sequencing-independent method for assessing the linkage of an ARG to a mobile genetic element by statistical analysis of multiplexed droplet digital PCR (ddPCR) carried out on environmental DNA sheared into defined, short fragments. This allows quantifying the physical linkage between specific ARGs and mobile genetic elements, here demonstrated for the sulfonamide ARG sul1 and the Class 1 integron integrase gene intI1. The method's efficiency is demonstrated using mixtures of model DNA fragments with either linked and unlinked target genes: Linkage of the two target genes can be accurately quantified based on high correlation coefficients between observed and expected values (R2) as well as low mean absolute errors (MAE) for both target genes, sul1 (R2 = 0.9997, MAE = 0.71%, n = 24) and intI1 (R2 = 0.9991, MAE = 1.14%, n = 24). Furthermore, we demonstrate that adjusting the fragmentation length of DNA during shearing allows controlling rates of false positives and false negative detection of linkage. The presented method allows rapidly obtaining reliable results in a labor- and cost-efficient manner.
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