Association Between Human Blood Metabolome and the Risk of Psychiatric Disorders

被引:25
|
作者
Jia, Yiming [1 ,2 ]
Hui, Li [3 ]
Sun, Lulu [1 ,2 ]
Guo, Daoxia [1 ,2 ,4 ]
Shi, Mengyao [1 ,2 ]
Zhang, Kaixin [1 ,2 ]
Yang, Pinni [1 ,2 ]
Wang, Yu [1 ,2 ]
Liu, Fanghua [1 ,2 ]
Shen, Ouxi [5 ]
Zhu, Zhengbao [1 ,2 ]
机构
[1] Soochow Univ, Med Coll, Dept Epidemiol, Sch Publ Hlth, 199 Renai Rd, Suzhou 215123, Jiangsu, Peoples R China
[2] Soochow Univ, Med Coll, Jiangsu Key Lab Prevent & Translat Med Geriatr Di, 199 Renai Rd, Suzhou 215123, Jiangsu, Peoples R China
[3] Soochow Univ, Affiliated Guangji Hosp, Res Ctr Biol Psychiat, Suzhou, Peoples R China
[4] Soochow Univ, Sch Nursing, Med Coll, Suzhou, Peoples R China
[5] Suzhou Ind Pk Ctr Dis Control & Prevent, Dept Occupat Hlth, Suzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
psychiatric disorders; metabolites; Mendelian randomization; biomarkers; antipsychotics; HIGH-DOSE GLYCINE; MENDELIAN RANDOMIZATION; ANTIPSYCHOTICS; SCHIZOPHRENIA; INSTRUMENTS; EFFICACY; DISEASE;
D O I
10.1093/schbul/sbac130
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
Background and Hypothesis To identify promising drug targets for psychiatric disorders, we applied Mendelian randomization (MR) design to systematically screen blood metabolome for potential mediators of psychiatric disorders and further predict target-mediated side effects. Study Design We selected 92 unique blood metabolites from 3 metabolome genome-wide association studies (GWASs) with totally 147 827 participants. Summary statistics for bipolar disorder (BIP), attention deficit hyperactivity disorder (ADHD), obsessive-compulsive disorder (OCD), major depressive disorder (MDD), schizophrenia (SCZ), panic disorder (PD), autistic spectrum disorder (ASD), and anorexia nervosa (AN) originated from the Psychiatric Genomics Consortium, involving 1 143 340 participants. Mendelian randomization (MR) analyses were conducted to estimate associations of blood metabolites with psychiatric disorders. Phenome-wide MR analysis was further performed to predict side effects mediated by metabolite-targeted interventions. Results Eight metabolites were identified associated with psychiatric disorders, including five established mediators: N-acetylornithine (BIP: OR, 0.72 [95% CI, 0.66-0.79]; SCZ: OR, 0.74 [0.64-0.84]), glycine (BIP: OR, 0.62 [0.50-0.77]), docosahexaenoic acid (MDD: OR, 0.96 [0.94-0.97]), 3-Hydroxybutyrate (MDD: OR, 1.14 [1.08-1.21]), butyrylcarnitine (SCZ: OR, 1.22 [1.12-1.32]); and three novel mediators: 1-arachidonoylglycerophosphocholine (1-arachidonoyl-GPC)(BIP: OR, 0.31 [0.23-0.41]), glycoproteins (BIP: OR, 0.94 [0.92-0.97]), sphingomyelins (AN: OR, 1.12 [1.06-1.19]). Phenome-wide MR analysis showed that all identified metabolites except for N-acetylornithine and 3-Hydroxybutyrate had additional effects on nonpsychiatric diseases, while glycine, 3-Hydroxybutyrate, N-acetylornithine, and butyrylcarnitine had no adverse side effects. Conclusions This MR study identified five established and three novel mediators for psychiatric disorders. N-acetylornithine, glycine, 3-Hydroxybutyrate, and butyrylcarnitine might be promising targets against psychiatric disorders with no predicted adverse side effects.
引用
收藏
页码:428 / 443
页数:16
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