Uncovering Bacterial Hosts of Class 1 Integrons in an Urban Coastal Aquatic Environment with a Single-Cell Fusion-Polymerase Chain Reaction Technology.
Qin QiTimothy M GhalyAnahit PenesyanVaheesan RajabalJeremy Ac StaceySasha G TetuMichael R GillingsPublished in: Environmental science & technology (2023)
Horizontal gene transfer (HGT) is a key driver of bacterial evolution via transmission of genetic materials across taxa. Class 1 integrons are genetic elements that correlate strongly with anthropogenic pollution and contribute to the spread of antimicrobial resistance (AMR) genes via HGT. Despite their significance to human health, there is a shortage of robust, culture-free surveillance technologies for identifying uncultivated environmental taxa that harbor class 1 integrons. We developed a modified version of epicPCR (emulsion, paired isolation, and concatenation polymerase chain reaction (PCR)) that links class 1 integrons amplified from single bacterial cells to taxonomic markers from the same cells in emulsified aqueous droplets. Using this single-cell genomic approach and Nanopore sequencing, we successfully assigned class 1 integron gene cassette arrays containing mostly AMR genes to their hosts in coastal water samples that were affected by pollution. Our work presents the first application of epicPCR for targeting variable, multigene loci of interest. We also identified the Rhizobacter genus as novel hosts of class 1 integrons. These findings establish epicPCR as a powerful tool for linking taxa to class 1 integrons in environmental bacterial communities and offer the potential to direct mitigation efforts toward hotspots of class 1 integron-mediated dissemination of AMR.
Keyphrases
- human health
- risk assessment
- genome wide
- single cell
- climate change
- heavy metals
- antimicrobial resistance
- copy number
- induced apoptosis
- dna methylation
- rna seq
- gene expression
- public health
- genome wide identification
- antibiotic resistance genes
- particulate matter
- cell proliferation
- oxidative stress
- health risk assessment
- psychometric properties
- endoplasmic reticulum stress
- quality improvement
- anaerobic digestion