Metagenome-wide association of gut microbiome features for schizophrenia

被引:239
作者
Zhu, Feng [1 ]
Ju, Yanmei [2 ,3 ,4 ,5 ]
Wang, Wei [6 ,7 ,8 ]
Wang, Qi [2 ,5 ]
Guo, Ruijin [2 ,3 ,4 ,9 ]
Ma, Qingyan [6 ,7 ,8 ]
Sun, Qiang [2 ,10 ]
Fan, Yajuan [6 ,7 ,8 ]
Xie, Yuying [11 ]
Yang, Zai [6 ,7 ,8 ]
Jie, Zhuye [2 ,3 ,4 ]
Zhao, Binbin [6 ,7 ,8 ]
Xiao, Liang [2 ,3 ,12 ]
Yang, Lin [6 ,7 ,8 ]
Zhang, Tao [2 ,3 ,13 ]
Feng, Junqin [6 ,7 ,8 ]
Guo, Liyang [6 ,7 ,8 ]
He, Xiaoyan [6 ,7 ,8 ]
Chen, Yunchun [6 ,7 ,8 ]
Chen, Ce [6 ,7 ,8 ]
Gao, Chengge [6 ,7 ,8 ]
Xu, Xun [2 ,3 ]
Yang, Huanming [2 ,14 ]
Wang, Jian [2 ,14 ]
Dang, Yonghui [15 ]
Madsen, Lise [2 ,16 ,17 ]
Brix, Susanne [2 ,18 ]
Kristiansen, Karsten [2 ,17 ]
Jia, Huijue [2 ,3 ,4 ,9 ]
Ma, Xiancang [6 ,7 ,8 ]
机构
[1] Xi An Jiao Tong Univ, Ctr Translat Med, Affiliated Hosp 1, 277 Yanta West Rd, Xian 710061, Peoples R China
[2] BGI Shenzhen, Shenzhen 518083, Peoples R China
[3] China Natl Genebank, Shenzhen 518120, Peoples R China
[4] BGI Shenzhen, Shenzhen Key Lab Human Commensal Microorganisms &, Shenzhen 518083, Peoples R China
[5] Univ Chinese Acad Sci, BGI Educ Ctr, Shenzhen 518083, Peoples R China
[6] Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Psychiat, 277 Yanta West Rd, Xian 710061, Peoples R China
[7] Xi An Jiao Tong Univ, Affiliated Hosp 1, Ctr Brain Sci, 277 Yanta West Rd, Xian 710061, Peoples R China
[8] Xi An Jiao Tong Univ, Affiliated Hosp 1, Clin Res Ctr Psychiat Med Shaanxi Prov, 277 Yanta West Rd, Xian 710061, Peoples R China
[9] Macau Univ Sci & Technol, Taipa 999078, Macao, Peoples R China
[10] Univ Toronto, Dept Stat Sci, Toronto, ON, Canada
[11] Michigan State Univ, Dept Stat & Probabil, E Lansing, MI 48824 USA
[12] BGI Shenzhen, Shenzhen Engn Lab Detect & Intervent Human Intest, Shenzhen 518083, Peoples R China
[13] BGI Shenzhen, Shenzhen Key Lab Cognit & Gene Res, Shenzhen 518083, Peoples R China
[14] James D Watson Inst Genome Sci, Hangzhou 310058, Peoples R China
[15] Xi An Jiao Tong Univ, Sch Forens Med, 76 Yanta West Rd, Xian 710061, Peoples R China
[16] Inst Marine Res IMR, POB 7800, N-5020 Bergen, Norway
[17] Univ Copenhagen, Dept Biol, Lab Genom & Mol Biomed, Univ Pk 13, DK-2100 Copenhagen, Denmark
[18] Tech Univ Denmark, Dept Biotechnol & Biomed, DK-2800 Lyngby, Denmark
关键词
WHITE-MATTER INTEGRITY; NONAFFECTIVE PSYCHOSIS; GLUCOSE-TOLERANCE; ACID; INFLAMMATION; METABOLISM; GLUTAMATE; GENOMICS; DEFICITS; NETWORK;
D O I
10.1038/s41467-020-15457-9
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Evidence is mounting that the gut-brain axis plays an important role in mental diseases fueling mechanistic investigations to provide a basis for future targeted interventions. However, shotgun metagenomic data from treatment-naive patients are scarce hampering comprehensive analyses of the complex interaction between the gut microbiota and the brain. Here we explore the fecal microbiome based on 90 medication-free schizophrenia patients and 81 controls and identify a microbial species classifier distinguishing patients from controls with an area under the receiver operating characteristic curve (AUC) of 0.896, and replicate the microbiome-based disease classifier in 45 patients and 45 controls (AUC = 0.765). Functional potentials associated with schizophrenia include differences in short-chain fatty acids synthesis, tryptophan metabolism, and synthesis/degradation of neurotransmitters. Transplantation of a schizophrenia-enriched bacterium, Streptococcus vestibularis, appear to induces deficits in social behaviors, and alters neurotransmitter levels in peripheral tissues in recipient mice. Our findings provide new leads for further investigations in cohort studies and animal models.
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页数:10
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