Unveiling promising drug targets for autism spectrum disorder: insights from genetics, transcriptomics, and proteomics

被引:1
|
作者
Jiang, Rui [1 ,2 ,3 ]
Huang, Wentao [1 ,2 ]
Qiu, Xinqi [4 ]
Chen, Jianyi [1 ,3 ]
Luo, Ruibang [5 ]
Zeng, Ruijie [1 ]
Tong, Shuangshuang [1 ,6 ]
Lyu, Yanlin [1 ,6 ]
Sun, Panpan [7 ]
Lian, Qizhou [7 ,8 ,9 ]
Leung, Felix W. [10 ,11 ]
Liu, Yufeng [12 ]
Sha, Weihong [1 ,2 ,3 ,6 ]
Chen, Hao [1 ,2 ,3 ,6 ]
机构
[1] Southern Med Univ, Guangdong Prov Peoples Hosp, Guangdong Acad Med Sci, Dept Gastroenterol, 106 Zhongshan 2nd Rd, Guangzhou 510080, Peoples R China
[2] Southern Med Univ, Sch Clin Med 2, 1023 Shatainan Rd, Guangzhou 510515, Peoples R China
[3] South China Univ Technol, Higher Educ Mega Ctr, Sch Med, 230 West Waihuan Rd, Guangzhou 510006, Peoples R China
[4] Sun Yat Sen Univ, Canc Prevent Ctr, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China,Canc Ctr, 651 Dongfeng East Rd, Guangzhou 510060, Peoples R China
[5] Univ Hong Kong, Dept Comp Sci, Pokfulam Rd, Hong Kong 999077, Peoples R China
[6] Shantou Univ, Med Coll, 22 Xinling Rd, Shantou 515041, Guangdong, Peoples R China
[7] Chinese Acad Sci, Shenzhen Inst Adv Technol, Fac Synthet Biol, 1068 Xueyuan Ave, Shenzhen 518055, Peoples R China
[8] Guangzhou Med Univ, Guangzhou Inst Eugen & Perinatol, Guangzhou Women & Childrens Med Ctr, Cord Blood Bank, 9 Jinsui Rd, Guangzhou 510623, Peoples R China
[9] Univ Hong Kong, State Key Lab Pharmaceut Biotechnol, Pokfulam Rd, Hong Kong 999077, Peoples R China
[10] VA Greater Los Angeles Healthcare Syst, Sepulveda Ambulatory Care Ctr, 16111 Plummer St, Los Angeles, CA 91343 USA
[11] Univ Calif Los Angeles, David Geffen Sch Med, 10833 Le Conte Ave, Los Angeles, CA 90095 USA
[12] South China Univ Technol, Guangzhou Peoples Hosp 1, Affiliated Hosp 2, Ctr Med Res Innovat & Translat, 1 Panfu Rd, Guangzhou 510000, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Mendelian randomization; autism spectrum disorder; drug target prediction; GENOME-WIDE ASSOCIATION; SYNAPTIC PLASTICITY; EXPRESSION;
D O I
10.1093/bib/bbae353
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder for which current treatments are limited and drug development costs are prohibitive. Identifying drug targets for ASD is crucial for the development of targeted therapies. Summary-level data of expression quantitative trait loci obtained from GTEx, protein quantitative trait loci data from the ROSMAP project, and two ASD genome-wide association studies datasets were utilized for discovery and replication. We conducted a combined analysis using Mendelian randomization (MR), transcriptome-wide association studies, Bayesian colocalization, and summary-data-based MR to identify potential therapeutic targets associated with ASD and examine whether there are shared causal variants among them. Furthermore, pathway and drug enrichment analyses were performed to further explore the underlying mechanisms and summarize the current status of pharmacological targets for developing drugs to treat ASD. The protein-protein interaction (PPI) network and mouse knockout models were performed to estimate the effect of therapeutic targets. A total of 17 genes revealed causal associations with ASD and were identified as potential targets for ASD patients. Cathepsin B (CTSB) [odd ratio (OR) = 2.66 95, confidence interval (CI): 1.28-5.52, P = 8.84 x 10-3], gamma-aminobutyric acid type B receptor subunit 1 (GABBR1) (OR = 1.99, 95CI: 1.06-3.75, P = 3.24 x 10-2), and formin like 1 (FMNL1) (OR = 0.15, 95CI: 0.04-0.58, P = 5.59 x 10-3) were replicated in the proteome-wide MR analyses. In Drugbank, two potential therapeutic drugs, Acamprosate (GABBR1 inhibitor) and Bryostatin 1 (CASP8 inhibitor), were inferred as potential influencers of autism. Knockout mouse models suggested the involvement of the CASP8, GABBR1, and PLEKHM1 genes in neurological processes. Our findings suggest 17 candidate therapeutic targets for ASD and provide novel drug targets for therapy development and critical drug repurposing opportunities.
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页数:10
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