Tianye Wang, Yiyun Xu, Sujuan Zhou, Xin Zhang, Qiwen Fang, Huangbo Yuan, Xuefu Wu, Yi Li, Tao Chen, Tiejun Zhang
{"title":"Associations between salivary microbiota and KSHV infection in people with HIV: a cross-sectional study in ili prefecture, Xinjiang, China.","authors":"Tianye Wang, Yiyun Xu, Sujuan Zhou, Xin Zhang, Qiwen Fang, Huangbo Yuan, Xuefu Wu, Yi Li, Tao Chen, Tiejun Zhang","doi":"10.1097/QAD.0000000000004087","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>Kaposi's sarcoma-associated herpesvirus (KSHV) infection, essential for Kaposi sarcoma development especially in people with HIV (PWH), has been proposed to be transmitted through saliva. The potential role of salivary microbiota played in the infection of KSHV is largely obscure. This study aimed to explore the association between salivary microbiota and KSHV infection among PWH.</p><p><strong>Design: </strong>Cross-Sectional Study.</p><p><strong>Methods: </strong>During May to Dec 2022, we conducted a cross-sectional study among PWH in Ili prefecture Xinjiang, China. Participants completed face-to-face questionnaires, plasma and saliva samples were collected to assay KSHV infection status and 16S rRNA sequencing. We distinguished demographic characteristics between groups with/without KSHV, and compared the α and β diversity of the salivary microbiota. LEfSe identified key bacterial genera for Random Forest and XGBoost models to recognize the important discriminatory features.</p><p><strong>Results: </strong>Among 876 PWH in Xinjiang, 38.7% were KSHV seropositive. Regression models indicated that moderate drinking, absence of dental treatment history, higher CD4 counts, and higher CD4/CD8 ratios were negatively associated with KSHV seropositivity. LEfSe analysis demonstrated that 14 bacterial genera were significantly enriched at the genus level in the group with/without KSHV. Machine learning analyses gave an AUC of 0.66 for Random Forest and 0.85 for XGBoost in predicting KSHV infection status. The bacterial genera, including Alloprevotella, Fusobacterium, Prevotella_7, Porphyromonas, Rothia, and Leptotrichia, were identified as important discriminatory features.</p><p><strong>Conclusions: </strong>This study suggests the potential role of salivary microbiota in KSHV transmission among PWH. Identified microbial genera offer promising biomarkers for monitoring and managing KSHV in PWH.</p>","PeriodicalId":7502,"journal":{"name":"AIDS","volume":" ","pages":""},"PeriodicalIF":3.4000,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"AIDS","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1097/QAD.0000000000004087","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"IMMUNOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Objective: Kaposi's sarcoma-associated herpesvirus (KSHV) infection, essential for Kaposi sarcoma development especially in people with HIV (PWH), has been proposed to be transmitted through saliva. The potential role of salivary microbiota played in the infection of KSHV is largely obscure. This study aimed to explore the association between salivary microbiota and KSHV infection among PWH.
Design: Cross-Sectional Study.
Methods: During May to Dec 2022, we conducted a cross-sectional study among PWH in Ili prefecture Xinjiang, China. Participants completed face-to-face questionnaires, plasma and saliva samples were collected to assay KSHV infection status and 16S rRNA sequencing. We distinguished demographic characteristics between groups with/without KSHV, and compared the α and β diversity of the salivary microbiota. LEfSe identified key bacterial genera for Random Forest and XGBoost models to recognize the important discriminatory features.
Results: Among 876 PWH in Xinjiang, 38.7% were KSHV seropositive. Regression models indicated that moderate drinking, absence of dental treatment history, higher CD4 counts, and higher CD4/CD8 ratios were negatively associated with KSHV seropositivity. LEfSe analysis demonstrated that 14 bacterial genera were significantly enriched at the genus level in the group with/without KSHV. Machine learning analyses gave an AUC of 0.66 for Random Forest and 0.85 for XGBoost in predicting KSHV infection status. The bacterial genera, including Alloprevotella, Fusobacterium, Prevotella_7, Porphyromonas, Rothia, and Leptotrichia, were identified as important discriminatory features.
Conclusions: This study suggests the potential role of salivary microbiota in KSHV transmission among PWH. Identified microbial genera offer promising biomarkers for monitoring and managing KSHV in PWH.
期刊介绍:
Publishing the very latest ground breaking research on HIV and AIDS. Read by all the top clinicians and researchers, AIDS has the highest impact of all AIDS-related journals. With 18 issues per year, AIDS guarantees the authoritative presentation of significant advances. The Editors, themselves noted international experts who know the demands of your work, are committed to making AIDS the most distinguished and innovative journal in the field. Submitted articles undergo a preliminary review by the editor. Some articles may be returned to authors without further consideration. Those being considered for publication will undergo further assessment and peer-review by the editors and those invited to do so from a reviewer pool.