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代谢相关脂肪性肝病口腔病毒组的特征分析

Analysis of the Characteristics of the Oral Virome in Metabolic Dysfunction-Associated Fatty Liver Disease

  • 摘要:
    目的 探讨代谢相关脂肪性肝病(metabolic dysfunction-associated fatty liver disease, MAFLD)患者唾液和龈上菌斑病毒组特征,为MAFLD的口腔无创筛查和生态干预提供新思路。
    方法 本研究纳入21例MAFLD患者和20例健康对照者,采集唾液和龈上菌斑样本,使用宏基因组测序技术解析人群口腔病毒组的特征。
    结果 唾液病毒组的α多样性和β多样性在MAFLD患者和健康人群间无明显差异(P>0.05),而龈上菌斑病毒组α多样性(Shannon指数)和β多样性(Bray curtis距离)与健康人群间的差异有统计学意义(P=0.0303P=0.001);对于相对丰度大于0.1%的物种,唾液和龈上菌斑中分别有14种和5种病毒物种的相对丰度水平在两组人群中具有明显差异(P<0.05),多种链球菌噬菌体在MAFLD患者唾液中富集;通过LEfSe和随机森林分析筛选出唾液和龈上菌斑的潜在生物标志物,联合受试者工作特征(receiver operating characteristic, ROC)曲线分析结果表明,这些潜在生物标志物在唾液和龈上菌斑中均表现出良好的疾病诊断效能(曲线下面积=0.9548,95%置信区间:0.88981.0000;曲线下面积=0.8952,95%置信区间:0.77741.0000);Spearman相关性分析结果表明,唾液和龈上菌斑病毒物种与多种疾病指标有关(P<0.05);与健康人群相比,MAFLD患者唾液和龈上菌斑病毒组物种共现性网络均表现出更高的节点数量、显著性关系数量和平均节点度数。
    结论 MAFLD患者口腔病毒组的物种组成和结构与健康人群存在差异,口腔病毒物种可作为诊断MAFLD的潜在生物标志物。

     

    Abstract:
    Objective To investigate the characteristics of salivary and supragingival plaque viromes in patients with metabolic dysfunction-associated fatty liver disease (MAFLD), and provide new insights for noninvasive oral screening and ecological intervention for MAFLD.
    Methods This study included 21 MAFLD patients and 20 healthy controls. Saliva and supragingival plaque samples were collected, and metagenomic sequencing was used to analyze the characteristics of the oral virome.
    Results The α-diversity and β-diversity of the salivary virome did not differ significantly between MAFLD patients and healthy individuals (P > 0.05). However, compared with healthy individuals, the α-diversity (Shannon index) and β-diversity (Bray–Curtis distance) of the supragingival plaque virome showed significant differences (P = 0.0303, P = 0.001). For species with a relative abundance greater than 0.1%, 14 viral species in saliva and 5 in supragingival plaque differed significantly in relative abundance between the two groups (P < 0.05), with multiple Streptococcus phages enriched in the saliva of MAFLD patients. LEfSe and random forest analyses identified potential biomarkers in saliva and supragingival plaque. Receiver operating characteristic (ROC) curve analysis showed strong diagnostic performance for these biomarkers in both saliva (area under the curve AUC = 0.9548, 95% CI: 0.8898-1.0000) and supragingival plaque (AUC = 0.8952, 95% CI: 0.7774-1.0000). Spearman correlation analysis revealed associations between viral species in saliva or supragingival plaque and various disease indicators (P < 0.05). Compared with healthy individuals, MAFLD patients showed higher node counts, significant relationship numbers, and average node degrees in the co-occurrence networks of salivary and supragingival plaque viromes.
    Conclusion Differences in the species composition and structure of the oral virome between MAFLD patients and healthy individuals suggest that oral viral species could serve as potential biomarkers for diagnosing MAFLD.

     

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