Association of suboptimal health status with intestinal microbiota in Chinese youths

被引:16
|
作者
Sun, Qi [1 ,2 ,3 ]
Xu, Xizhu [4 ]
Zhang, Jie [1 ]
Sun, Ming [1 ]
Tian, Qiuyue [1 ]
Li, Qihuan [1 ]
Cao, Weijie [1 ]
Zhang, Xiaoyu [1 ]
Wang, Hao [1 ]
Liu, Jiaonan [1 ]
Zhang, Jinxia [1 ]
Meng, Xiaoni [1 ]
Wu, Lijuan [1 ]
Song, Manshu [1 ]
Liu, Hongqi [5 ]
Wang, Wei [1 ,4 ,6 ]
Wang, Youxin [1 ]
机构
[1] Capital Med Univ, Sch Publ Hlth, Beijing Key Lab Clin Epidemiol, Beijing 100069, Peoples R China
[2] Natl Res Inst Family Planning, Beijing, Peoples R China
[3] Peking Union Med Coll, Grad Sch, Beijing, Peoples R China
[4] Shandong First Med Univ & Shandong Acad Med Sci, Sch Publ Hlth, Tai An, Shandong, Peoples R China
[5] Weifang Univ, Univ Hosp, Weifang, Peoples R China
[6] Edith Cowan Univ, Sch Med & Hlth Sci, Perth, WA, Australia
基金
中国国家自然科学基金; 英国医学研究理事会;
关键词
16S rRNA; intestinal microbiota; LEfSe analysis; random forest tree; suboptimal health status; GUT MICROBIOTA; DIABETES-MELLITUS; FECAL MICROBIOTA; DYSBIOSIS; DISEASE; TYPE-1; SUSCEPTIBILITY; OSCILLOSPIRA; CONTRIBUTES; INTEGRATION;
D O I
10.1111/jcmm.14880
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Suboptimal health status (SHS), a physical state between health and disease, is a subclinical and reversible stage of chronic disease. Previous studies have shown alterations in the intestinal microbiota in patients with some chronic diseases. This study aimed to investigate the association between SHS and intestinal microbiota in a case-control study with 50 SHS individuals and 50 matched healthy controls. Intestinal microbiota was analysed by MiSeq 250PE. Alpha diversity of intestinal microbiota in SHS individuals was higher compared with that of healthy controls (Simpson index, W = 2238, P = .048). Beta diversity was different between SHS and healthy controls (P = .018). At the phylum level, the relative abundance of Verrucomicrobia was higher in the SHS group than that in the controls (W = 2201, P = .049). Compared with that of the control group, nine genera were significantly higher and five genera were lower in abundance in the SHS group (all P < .05). The intestinal microbiota, analysed by a random forest model, was able to distinguish individuals with SHS from the controls, with an area under the curve of 0.79 (95% confidence interval: 0.77-0.81). We demonstrated that the alteration of intestinal microbiota occurs with SHS, an early stage of disease, which might shed light on the importance of intestinal microbiota in the primary prevention of noncommunicable chronic diseases.
引用
收藏
页码:1837 / 1847
页数:11
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