DOI 10.1097/qad.0000000000004087
Associations between salivary microbiota and Kaposi's sarcoma-associated herpesvirus infection in people with HIV.
Аннотация
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 December 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 and 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. Linear discriminant analysis effect size (LEfSe) analysis demonstrated that 14 bacterial genera were significantly enriched at the genus level in the group with or 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.
CONCLUSION
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.
Предметные рубрики MeSH
Подготовка и перевод публикации
Обработка статьи · этапы, ошибки и управление
Ошибки и ограничения
История · было → стало
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