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
相关论文
共 50 条
  • [41] Association between psychiatric disorders and the progression of tobacco use behaviors
    Dierker, LC
    Avenevoli, S
    Merikangas, KR
    Flaherty, BP
    Stolar, M
    JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY, 2001, 40 (10): : 1159 - 1167
  • [42] Association between Metformin Use and Psychiatric Disorders in Patients with Diabetes
    Tsai, Daniel Hsiang-Te
    Chuang, Albert Tzu-Ming
    Lai, Edward Chia-Cheng
    PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2024, 33 : 103 - 104
  • [43] Association between small intestine bacterial overgrowth and psychiatric disorders
    Bogielski, Bartosz
    Michalczyk, Katarzyna
    Glodek, Piotr
    Tempka, Bartosz
    Gebski, Wojciech
    Stygar, Dominika
    FRONTIERS IN ENDOCRINOLOGY, 2024, 15
  • [44] Association between polygenic propensity for psychiatric disorders and nutrient intake
    Hunjan, Avina K.
    Hubel, Christopher
    Lin, Yuhao
    Eley, Thalia C.
    Breen, Gerome
    COMMUNICATIONS BIOLOGY, 2021, 4 (01)
  • [45] Association between polygenic propensity for psychiatric disorders and nutrient intake
    Avina K. Hunjan
    Christopher Hübel
    Yuhao Lin
    Thalia C. Eley
    Gerome Breen
    Communications Biology, 4
  • [46] A Polygenic relationships between human longevity and psychiatric disorders
    Hellberg, Kajsa-Lotta Georgii
    Vaez, Seyedmorteza
    Krebs, Morten
    Don, Janith
    Appadurai, Vivek
    Gadin, Jesper
    Perls, Thomas
    Sebastini, Paola
    Goetz, Laura H.
    Duggan, Dave
    Ingason, Andres
    Werge, Thomas
    Schork, Nicholas J.
    Schork, Andrew
    EUROPEAN JOURNAL OF HUMAN GENETICS, 2023, 31 : 489 - 489
  • [47] Identifying Metabolomic Risk Factors for Psychiatric and Neurodegenerative Disorders: A Metabolome-Wide Mendelian Randomisation Study
    Gilchrist, Lachlan
    Koks, Sulev
    Lewis, Cathryn M.
    Proitsi, Petroula
    BEHAVIOR GENETICS, 2024, 54 (06) : 490 - 490
  • [48] Genetic risk scores for major psychiatric disorders and the risk of postpartum psychiatric disorders
    Anna E. Bauer
    Xiaoqin Liu
    Enda M. Byrne
    Patrick F. Sullivan
    Naomi R. Wray
    Esben Agerbo
    Mette Nyegaard
    Jakob Grove
    Katherine L. Musliner
    Katja G. Ingstrup
    Benedicte M. W. Johannsen
    Merete L. Mægbæk
    Yunpeng Wang
    Merete Nordentoft
    Ole Mors
    Anders D. Børglum
    Thomas Werge
    David M. Hougaard
    Preben Bo Mortensen
    Trine Munk-Olsen
    Samantha Meltzer-Brody
    Translational Psychiatry, 9
  • [49] Genetic risk scores for major psychiatric disorders and the risk of postpartum psychiatric disorders
    Bauer, Anna E.
    Liu, Xiaoqin
    Byrne, Enda M.
    Sullivan, Patrick F.
    Wray, Naomi R.
    Agerbo, Esben
    Nyegaard, Mette
    Grove, Jakob
    Musliner, Katherine L.
    Ingstrup, Katja G.
    Johannsen, Benedicte M. W.
    Maegbaek, Merete L.
    Wang, Yunpeng
    Nordentoft, Merete
    Mors, Ole
    Borglum, Anders D.
    Werge, Thomas
    Hougaard, David M.
    Mortensen, Preben Bo
    Munk-Olsen, Trine
    Meltzer-Brody, Samantha
    TRANSLATIONAL PSYCHIATRY, 2019, 9 (1)
  • [50] Associations Between Polygenic Risk for Psychiatric Disorders and Substance Involvement
    Carey, Caitlin E.
    Agrawal, Arpana
    Bucholz, Kathleen K.
    Hartz, Sarah M.
    Lynskey, Michael T.
    Nelson, Elliot C.
    Bierut, Laura J.
    Bogdan, Ryan
    BIOLOGICAL PSYCHIATRY, 2016, 79 (09) : 370S - 370S