{"title":"Phage-mediated expansion of the virulence gene types and enhanced ecological integration of pathogens in wild mice from human-impacted environments.","authors":"Chenqionglu Feng, Huanhuan Lu, Jiaxuan Bian, Hui Wang, Huiqun Jia, Xiaoying Li, Mingjuan Yang, Hongbin Song, Weilong Tan, Ligui Wang","doi":"10.1038/s41522-026-01054-z","DOIUrl":null,"url":null,"abstract":"<p><p>Wild mice are crucial in the transmission of infectious diseases; however, quantitative indicators for evaluating risk of virulence factors transmission are still lacking. We combined metagenomics and network analysis to evaluate ecological connectivity and functional gene profiles of microbial communities in wild mice from human-impacted environments (HE) and woodland environments (WE). We found that the pathogen centrality was significantly higher in HE than in WE (p < 0.001). Random Forest Model suggested habitats, phage abundances, and antibiotic resistance genes (ARGs) counts were crucial factors influencing virulence factor genes (VFGs) counts (p < 0.05). Structural Equation Model revealed that habitats affected VFGs (p < 0.01) via phages mediation (p < 0.05), while ARGs directly affected VFGs (p < 0.001). Although VFG counts were significantly higher in HE (p < 0.001), their expression levels did not differ between two habitats (p = 0.2952), indicating that VFG diversity was not necessarily accompanied by higher virulence expression. This study highlights the mediating role of phages and the direct contribution of ARGs in shaping the virulence-associated genetic repertoire, underscoring the importance of a One Health perspective that considers human impacts on microbial communities in infectious disease surveillance.</p>","PeriodicalId":19370,"journal":{"name":"npj Biofilms and Microbiomes","volume":" ","pages":""},"PeriodicalIF":11.4000,"publicationDate":"2026-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13655159/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"npj Biofilms and Microbiomes","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1038/s41522-026-01054-z","RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Wild mice are crucial in the transmission of infectious diseases; however, quantitative indicators for evaluating risk of virulence factors transmission are still lacking. We combined metagenomics and network analysis to evaluate ecological connectivity and functional gene profiles of microbial communities in wild mice from human-impacted environments (HE) and woodland environments (WE). We found that the pathogen centrality was significantly higher in HE than in WE (p < 0.001). Random Forest Model suggested habitats, phage abundances, and antibiotic resistance genes (ARGs) counts were crucial factors influencing virulence factor genes (VFGs) counts (p < 0.05). Structural Equation Model revealed that habitats affected VFGs (p < 0.01) via phages mediation (p < 0.05), while ARGs directly affected VFGs (p < 0.001). Although VFG counts were significantly higher in HE (p < 0.001), their expression levels did not differ between two habitats (p = 0.2952), indicating that VFG diversity was not necessarily accompanied by higher virulence expression. This study highlights the mediating role of phages and the direct contribution of ARGs in shaping the virulence-associated genetic repertoire, underscoring the importance of a One Health perspective that considers human impacts on microbial communities in infectious disease surveillance.
期刊介绍:
npj Biofilms and Microbiomes is a comprehensive platform that promotes research on biofilms and microbiomes across various scientific disciplines. The journal facilitates cross-disciplinary discussions to enhance our understanding of the biology, ecology, and communal functions of biofilms, populations, and communities. It also focuses on applications in the medical, environmental, and engineering domains. The scope of the journal encompasses all aspects of the field, ranging from cell-cell communication and single cell interactions to the microbiomes of humans, animals, plants, and natural and built environments. The journal also welcomes research on the virome, phageome, mycome, and fungome. It publishes both applied science and theoretical work. As an open access and interdisciplinary journal, its primary goal is to publish significant scientific advancements in microbial biofilms and microbiomes. The journal enables discussions that span multiple disciplines and contributes to our understanding of the social behavior of microbial biofilm populations and communities, and their impact on life, human health, and the environment.