ArticleThe ISME journal2023
Multilayer networks of plasmid genetic similarity reveal potential pathways of gene transmission.
Article in The ISME journal, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed, 25 citations in OpenAlex.
- Genomic epidemiology ofOne health (Amsterdam, Netherlands) · 2026Article
- Reconstructing the Network of Horizontal Gene Exchange in Bacteria to Differentiate Direct and Indirect Transfers.Genome biology and evolution · 2026Article
- Transmission and Evolution of Antibiotic Resistance Genes and Antibiotic-Resistant Bacteria in Animals, Food, Humans and the Environment.Microorganisms · 2026Review
- Plasmids serve as vehicles and reservoirs of type VI secretion systems.ISME communications · 2026Article
- ProFiT-SPEci-FISH: a novel approach for linking plasmids to hosts in complex microbial communities at the single-cell level.Microbiome · 2025Article
- Adaptations of Bacterial Extracellular Vesicles in Response to Antibiotic Pressure.International journal of molecular sciences · 2025Review
- Understanding the transfer and persistence of antimicrobial resistance in aquaculture using a model teleost gut system.Animal microbiome · 2025Article
- Gene acquisition by giant transposons primes eukaryotes for rapid evolution via horizontal gene transfer.Science advances · 2024Article
- Plasmids in the human gut reveal neutral dispersal and recombination that is overpowered by inflammatory diseases.Nature communications · 2024Article
- Plasmid-encoded toxin defence mediates mutualistic microbial interactions.Nature microbiology · 2024Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Antimicrobial resistance (AMR) is a significant threat to public health. Plasmids are principal vectors of AMR genes, significantly contributing to their spread and mobility across hosts. Nevertheless, little is known about the dynamics of plasmid genetic exchange across animal hosts. Here, we use theory and methodology from network and disease ecology to investigate the potential of gene transmission between plasmids using a data set of 21 plasmidomes from a single dairy cow population. We constructed a multilayer network based on pairwise plasmid genetic similarity. Genetic similarity is a signature of past genetic exchange that can aid in identifying potential routes and mechanisms of gene transmission within and between cows. Links between cows dominated the transmission network, and plasmids containing mobility genes were more connected. Modularity analysis revealed a network cluster where all plasmids contained a mobM gene, and one where all plasmids contained a beta-lactamase gene. Cows that contain both clusters also share transmission pathways with many other cows, making them candidates for super-spreading. In support, we found signatures of gene super-spreading in which a few plasmids and cows are responsible for most gene exchange. An agent-based transmission model showed that a new gene invading the cow population will likely reach all cows. Finally, we showed that edge weights contain a non-random signature for the mechanisms of gene transmission, allowing us to differentiate between dispersal and genetic exchange. These results provide insights into how genes, including those providing AMR, spread across animal hosts.
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