Uncovering novel drug targets for bipolar disorder: a Mendelian randomization analysis of brain, cerebrospinal fluid, and plasma proteomes

被引:2
作者
Jia, Tingting [1 ,2 ,3 ,4 ]
Liu, Tiancheng [1 ,2 ]
Hu, Shiyi [1 ,2 ]
Li, Yongjun [1 ,2 ]
Chen, Peixi [1 ,2 ]
Qin, Fengqin [5 ]
He, Yongji [6 ]
Han, Feng [7 ]
Zhang, Chengcheng [1 ,2 ]
机构
[1] Sichuan Univ, Mental Hlth Ctr, State Key Lab Biotherapy, West China Hosp, Chengdu, Sichuan, Peoples R China
[2] Sichuan Univ, Psychiat Lab, State Key Lab Biotherapy, West China Hosp, Chengdu, Sichuan, Peoples R China
[3] Sichuan Univ, Dept Gastroenterol & Hepatol, West China Hosp, Chengdu, Sichuan, Peoples R China
[4] Sichuan Univ, Sichuan Univ Univ Oxford Huaxi Joint Ctr Gastroint, West China Hosp, Chengdu, Sichuan, Peoples R China
[5] Chengdu Med Coll, Dept Neurol, Affiliated Hosp 3, Chengdu, Sichuan, Peoples R China
[6] Sichuan Univ, Clin Trial Ctr, Natl Med Prod Adm Key Lab Clin Res & Evaluat Innov, West China Hosp, Chengdu, Sichuan, Peoples R China
[7] Hainan Med Univ, Dept Emergency Med, Hainan Gen Hosp, Hainan Affiliated Hosp, Haikou, Peoples R China
关键词
bipolar disorder; drug target; genome-wide association studies; Mendelian randomization; protein quantitative trait loci; GENOME-WIDE ASSOCIATION; CELL-ADHESION MOLECULE; SCHIZOPHRENIA; NEURONS; DISEASE; GENE; POLYMORPHISMS; PROTEINS; ISOFORMS; DOMAINS;
D O I
10.1017/S0033291724001077
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
Background There is a clear demand for innovative therapeutics for bipolar disorder (BD).Methods We integrated the largest BD genome-wide association study (GWAS) dataset (NCase = 41 917, NControl = 371 549) with protein quantitative trait loci from brain, cerebrospinal fluid, and plasma. Using a range of integrative analyses, including Mendelian randomization (MR), Steiger filter analysis, Bayesian colocalization, and phenome-wide MR analysis, we prioritized novel drug targets for BD. Additionally, we incorporated data from the UK Biobank (NCase = 1064, NControl = 365 476) and the FinnGen study (NCase = 7006, NControl = 329 192) for robust biological validation.Results Through MR analysis, we found that in the brain, downregulation of DNM3, MCTP1, ABCB8 and elevation of DFNA5 and PDF were risk factors for BD. In cerebrospinal fluid, increased BD risk was associated with increased levels of FRZB, AGRP, and IL36A and decreased CTSF and LRP8. Plasma analysis revealed that decreased LMAN2L, CX3CL1, PI3, NCAM1, and TIMP4 correlated with increased BD risk, but ITIH1 did not. All these proteins passed Steiger filtering, and Bayesian colocalization confirmed that 12 proteins were colocalized with BD. Phenome-wide MR analysis revealed no significant side effects for potential drug targets, except for LRP8. External validation further underscored the concordance between the primary and validation cohorts, confirming MCTP1, DNM3, PDF, CTSF, AGRP, FRZB, LMAN2L, NCAM1, and TIMP4 are intriguing targets for BD.Conclusions Our study identified druggable proteins for BD, including MCTP1, DNM3, and PDF in the brain; CTSF, AGRP, and FRZB in cerebrospinal fluid; and LMAN2L, NCAM1, and TIMP4 in plasma, delineating promising avenues to development of novel therapies.
引用
收藏
页码:2996 / 3006
页数:11
相关论文
共 53 条
[1]   Longitudinal brain functional changes between mania and euthymia in bipolar disorder [J].
Alonso-Lana, Silvia ;
Moro, Noemi ;
McKenna, Peter J. ;
Sarro, Salvador ;
Romaguera, Anna ;
Monte, Gemma C. ;
Maristany, Teresa ;
Goikolea, Jose M. ;
Vieta, Eduard ;
Salvador, Raymond ;
Pomarol-Clotet, Edith .
BIPOLAR DISORDERS, 2019, 21 (05) :449-457
[2]   Association of neural cell adhesion molecule 1 gene polymorphisms with bipolar affective disorder in Japanese individuals [J].
Arai, M ;
Itokawa, M ;
Yamada, K ;
Toyota, T ;
Arai, M ;
Haga, S ;
Ujike, H ;
Sora, I ;
Ikeda, K ;
Yoshikawa, T .
BIOLOGICAL PSYCHIATRY, 2004, 55 (08) :804-810
[3]   Deep proteomics identifies shared molecular pathway alterations in synapses of patients with schizophrenia and bipolar disorder and mouse model [J].
Aryal, Sameer ;
Bonanno, Kevin ;
Song, Bryan ;
Mani, D. R. ;
Keshishian, Hasmik ;
Carr, Steven A. ;
Sheng, Morgan ;
Dejanovic, Borislav .
CELL REPORTS, 2023, 42 (05)
[4]   NCAM1 association study of bipolar disorder and schizophrenia: polymorphisms and alternatively spliced isoforms lead to similarities and differences [J].
Atz, Mary E. ;
Rollins, Brandi ;
Vawter, Marquis P. .
PSYCHIATRIC GENETICS, 2007, 17 (02) :55-67
[5]   Convergent functional genomics of schizophrenia: from comprehensive understanding to genetic risk prediction [J].
Ayalew, M. ;
Le-Niculescu, H. ;
Levey, D. F. ;
Jain, N. ;
Changala, B. ;
Patel, S. D. ;
Winiger, E. ;
Breier, A. ;
Shekhar, A. ;
Amdur, R. ;
Koller, D. ;
Nurnberger, J. I. ;
Corvin, A. ;
Geyer, M. ;
Tsuang, M. T. ;
Salomon, D. ;
Schork, N. J. ;
Fanous, A. H. ;
O'Donovan, M. C. ;
Niculescu, A. B. .
MOLECULAR PSYCHIATRY, 2012, 17 (09) :887-905
[6]   The Involvement of Hypothalamus-Pituitary-Adrenal (HPA) Axis in Suicide Risk [J].
Berardelli, Isabella ;
Serafini, Gianluca ;
Cortese, Natalia ;
Fiasche, Federica ;
O'Connor, Rory C. ;
Pompili, Maurizio .
BRAIN SCIENCES, 2020, 10 (09) :1-12
[7]   Kufs disease due to mutation of CLN6: clinical, pathological and molecular genetic features [J].
Berkovic, Samuel F. ;
Oliver, Karen L. ;
Canafoglia, Laura ;
Krieger, Penina ;
Damiano, John A. ;
Hildebrand, Michael S. ;
Morbin, Michela ;
Vears, Danya F. ;
Sofia, Vito ;
Giuliano, Loretta ;
Garavaglia, Barbara ;
Simonati, Alessandro ;
Santorelli, Filippo M. ;
Gambardella, Antonio ;
Labate, Angelo ;
Belcastro, Vincenzo ;
Castellotti, Barbara ;
Ozkara, Cigdem ;
Zeman, Adam ;
Rankin, Julia ;
Mole, Sara E. ;
Aguglia, Umberto ;
Farrell, Michael ;
Rajagopalan, Sulekha ;
McDougall, Alan ;
Brammah, Susan ;
Andermann, Frederick ;
Andermann, Eva ;
Dahl, Hans-Henrik M. ;
Franceschetti, Silvana ;
Carpenter, Stirling .
BRAIN, 2019, 142 :59-69
[8]   Kinetic control of nascent protein biogenesis by peptide deformylase [J].
Boegeholz, Lena A. K. ;
Mercier, Evan ;
Wintermeyer, Wolfgang ;
Rodnina, Marina V. .
SCIENTIFIC REPORTS, 2021, 11 (01)
[9]   Hypothalamic AgRP neurons exert top-down control on systemic TNF-a release during endotoxemia [J].
Boudjadja, Mehdi Boutagouga ;
Culotta, Isabella ;
De Paula, Gabriela C. ;
Harno, Erika ;
Hunter, Jenna ;
Cavalcanti-de-Albuquerque, Joao Paulo ;
Luckman, Simon M. ;
Hepworth, Matthew ;
White, Anne ;
Aviello, Gabriella ;
D'Agostino, Giuseppe .
CURRENT BIOLOGY, 2022, 32 (21) :4699-+
[10]   PWAS: proteome-wide association study-linking genes and phenotypes by functional variation in proteins [J].
Brandes, Nadav ;
Linial, Nathan ;
Linial, Michal .
GENOME BIOLOGY, 2020, 21 (01)