Gut microbiota, inflammation, and molecular signatures of host response to infection

肠道菌群 生物 促炎细胞因子 炎症 代谢组学 免疫系统 免疫学 寄主(生物学) 失调 生物信息学 遗传学
作者
Wanglong Gou,Yuanqing Fu,Liang Yue,Gengdong Chen,Xue Cai,Menglei Shuai,Fengzhe Xu,Xiao Yi,Hao Chen,Yi Zhu,Mian-li Xiao,Zengliang Jiang,Zelei Miao,Congmei Xiao,Bo Shen,Xiaomai Wu,Haihong Zhao,Wenhua Ling,Jun Wang,Yu‐Ming Chen,Tiannan Guo,Ju‐Sheng Zheng
出处
期刊:Journal of Genetics and Genomics [Elsevier BV]
卷期号:48 (9): 792-802 被引量:57
标识
DOI:10.1016/j.jgg.2021.04.002
摘要

Gut microbial dysbiosis has been linked to many noncommunicable diseases. However, little is known about specific gut microbiota composition and its correlated metabolites associated with molecular signatures underlying host response to infection. Here, we describe the construction of a proteomic risk score based on 20 blood proteomic biomarkers, which have recently been identified as molecular signatures predicting the progression of the COVID-19. We demonstrate that in our cohort of 990 healthy individuals without infection, this proteomic risk score is positively associated with proinflammatory cytokines mainly among older, but not younger, individuals. We further discover that a core set of gut microbiota can accurately predict the above proteomic biomarkers among 301 individuals using a machine learning model and that these gut microbiota features are highly correlated with proinflammatory cytokines in another independent set of 366 individuals. Fecal metabolomics analysis suggests potential amino acid-related pathways linking gut microbiota to host metabolism and inflammation. Overall, our multi-omics analyses suggest that gut microbiota composition and function are closely related to inflammation and molecular signatures of host response to infection among healthy individuals. These results may provide novel insights into the cross-talk between gut microbiota and host immune system.

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