Evidence map›Paper›PMID 41800412›Full record

ArticleFrontiers in microbiology2026

Large-scale plasmidome and carbapenem mobilome analysis reveals a mechanistic duality: high-power specialists and structural generalists mobile genetic elements.

Hannay Crystynah Almeida de Souza, Anamaria M P Dos Santos, Arlen Carvalho de Oliveira Almeida, Ana Beatriz Portes, Carlos Adam Conte-Junior, Pedro Panzenhagen

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In one paragraph

Article in Frontiers in microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Hannay Crystynah Almeida de SouzaCenter for Food Analysis (NAL), Technological Development Support Laboratory (LADETEC), Federal University of Rio de Janeiro (UFRJ), Cidade Universitária, Rio de Janeiro, Brazil.
Anamaria M P Dos SantosCenter for Food Analysis (NAL), Technological Development Support Laboratory (LADETEC), Federal University of Rio de Janeiro (UFRJ), Cidade Universitária, Rio de Janeiro, Brazil.
Arlen Carvalho de Oliveira AlmeidaCenter for Food Analysis (NAL), Technological Development Support Laboratory (LADETEC), Federal University of Rio de Janeiro (UFRJ), Cidade Universitária, Rio de Janeiro, Brazil.
Ana Beatriz PortesCenter for Food Analysis (NAL), Technological Development Support Laboratory (LADETEC), Federal University of Rio de Janeiro (UFRJ), Cidade Universitária, Rio de Janeiro, Brazil.
Carlos Adam Conte-JuniorCenter for Food Analysis (NAL), Technological Development Support Laboratory (LADETEC), Federal University of Rio de Janeiro (UFRJ), Cidade Universitária, Rio de Janeiro, Brazil.
Pedro PanzenhagenGraduate Program in Biochemistry (PPGBq), Institute of Chemistry (IQ), Federal University of Rio de Janeiro (UFRJ), Cidade Universitária, Rio de Janeiro, RJ, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Carbapenem resistance represents a critical global public health threat, with the rapid dissemination of carbapenemase genes largely mediated by plasmids. Although mobile genetic elements (MGEs), including transposons (Tn), insertion sequences (IS), and integrons (In), are known to drive this process, the mechanistic interplay between different MGE classes and the carbapenem resistome remains insufficiently characterized at a global scale. Methods: We performed a large-scale, systematic analysis of 6,017 plasmids carrying carbapenemase genes extracted from 72,556 complete plasmid sequences. Antimicrobial resistance genes were identified using AMRFinderPlus, and MGEs were detected through an integrative workflow combining TnCentral, INTEGRALL, ISFinder, ABRicate, and ISEScan. Functional associations between carbapenemase genes and MGEs were defined using a conservative genomic proximity threshold (≤5 kb). Statistical association analyses, network topology metrics, and a Mobilization-Resistance Score were applied to characterize mobilization strength and replicon-level dissemination potential. Results: Our analysis revealed a dual mechanistic architecture governing carbapenem resistance dissemination. Integrons and transposons acted as high-fidelity specialists, showing the strongest associations with carbapenemase genes (median ORs: 107.2 and 92.7, respectively). In contrast, insertion sequences exhibited lower individual association strength (median OR: 17.3) but structured the global mobilome network. IS6_292 emerged as the apex generalist, displaying the highest betweenness centrality (3,815.87) and forming significant associations with 13 distinct carbapenemase genes. At the replicon level, dissemination potential quantified by the Mobilization-Resistance Score identified IncFIB(pQil) and IncR as the most potent supervector platforms, despite the higher frequency of IncX3 and IncL plasmids. These replicons combine high MGE diversity with multiple carbapenemase genes, forming high-risk vectors for resistance acquisition and spread. Discussion: These findings demonstrate that carbapenemase dissemination is driven by complementary mobilization strategies: structurally specialized, high-strength transmission mediated by integrons and transposons, and structurally central, generalist dissemination mediated by insertion sequences. This duality reshapes the understanding of carbapenem resistome evolution and highlights structurally critical MGEs and high-scoring plasmid replicons as strategic surveillance targets. Focusing genomic monitoring on these elements may support the development of precision-based containment strategies to mitigate the global spread of carbapenem resistance.

Indexed as

antimicrobial resistancecarbapenemase disseminationMGEsmultidrug-resistance plasmidstransposable elements

Identifiers

PMID41800412
PMCPMC12963056

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