Identification of potential drug targets for rheumatoid arthritis from genetic insights: a Mendelian randomization study

被引:28
|
作者
Cao, Yu [1 ,2 ]
Yang, Ying [2 ]
Hu, Qingfeng [1 ]
Wei, Guojun [1 ]
机构
[1] Zhejiang Univ, Affiliated Hosp 4, Sch Med, Dept Orthoped, N1 Shangcheng Ave, Yiwu City, Zhejiang Provin, Peoples R China
[2] Xiamen Univ, Xiangan Hosp, Xiamen, Peoples R China
关键词
Rheumatoid arthritis; Mendelian randomization; Drug targets; Genetics; GENOME-WIDE ASSOCIATION; CC-CHEMOKINE RECEPTOR; ANALYSES IDENTIFY; METAANALYSIS; INSTRUMENTS; INTEGRATION; CELLS; RISK; CLASSIFICATION; RESPONSIVENESS;
D O I
10.1186/s12967-023-04474-z
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
IntroductionRheumatoid arthritis (RA) is a chronic inflammatory illness that mostly affects the joints of the hands and feet and can reduce life expectancy by an average of 3 to 10 years. Although tremendous progress has been achieved in the treatment of RA, a large minority of patients continue to respond poorly to existing medications, owing in part to a lack of appropriate therapeutic targets.MethodsTo find therapeutic targets for RA, a Mendelian randomization (MR) was performed. Cis-expression quantitative trait loci (cis-eQTL, exposure) data were obtained from the eQTLGen Consortium (sample size 31,684). Summary statistics for RA (outcome) were obtained from two largest independent cohorts: sample sizes of 97,173 (22,350 cases and 74,823 controls) and 269,377 (8279 cases and 261,098), respectively. Colocalisation analysis was used to test whether RA risk and gene expression were driven by common SNPs. Drug prediction and molecular docking was further used to validate the medicinal value of drug targets.ResultsSeven drug targets were significant in both cohorts in MR analysis and supported by localization. PheWAS at the gene level showed only ATP2A1 associated with other traits. These genes are strongly associated with immune function in terms of biological significance. Molecular docking showed excellent binding for drugs and proteins with available structural data.ConclusionThis study identifies seven potential drug targets for RA. Drugs designed to target these genes have a higher chance of success in clinical trials and is expected to help prioritise RA drug development and save on drug development costs.
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页数:17
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