Investigating potential novel therapeutic targets and biomarkers for ankylosing spondylitis using plasma protein screening

Wenkang You, Yanbin Lin, Mingzhong Liu, Zhangdian Lin, Rongjie Ye, Canhong Zhang, Rongdong Zeng
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Abstract

Ankylosing spondylitis (AS) is a chronic inflammatory disease affecting the spine and sacroiliac joints. Recent genetic studies suggest certain plasma proteins may play a causal role in AS development. This study aims to identify and characterize these proteins using Mendelian randomization (MR) and colocalization analyses.Plasma protein data were obtained from recent publications in Nature Genetics, integrating data from five previous GWAS datasets, including 738 cis-pQTLs for 734 plasma proteins. GWAS summary data for AS were sourced from IGAS and other European cohorts. MR analyses were conducted using “TwoSampleMR” to assess causal links between plasma protein levels and AS. Colocalization analysis was performed with the coloc R package to identify shared genetic variants. Sensitivity analyses and protein-protein interaction (PPI) network analyses were conducted to validate findings and explore therapeutic targets. We performed Phenome-wide association study (PheWAS) to examine the potential side effects of drug protein on AS treatment.After FDR correction, eight significant proteins were identified: IL7R, TYMP, IL12B, CCL8, TNFAIP6, IL18R1, IL23R, and ERAP1. Elevated levels of IL7R, IL12B, CCL8, IL18R1, IL23R, and ERAP1 increased AS risk, whereas elevated TYMP and TNFAIP6 levels decreased AS risk. Colocalization analysis indicated that IL23R, IL7R, and TYMP likely share causal variants with AS. PPI network analysis identified IL23R and IL7R as potential new therapeutic targets.This study identified eight plasma proteins with significant associations with AS risk, suggesting IL23R, IL7R, and TYMP as promising therapeutic targets. Further research is needed to explore underlying mechanisms and potential for drug repurposing.
利用血浆蛋白筛选研究强直性脊柱炎的潜在新型治疗靶点和生物标记物
强直性脊柱炎(AS)是一种影响脊柱和骶髂关节的慢性炎症性疾病。最近的遗传学研究表明,某些血浆蛋白可能在强直性脊柱炎的发病中起着因果作用。血浆蛋白数据来自《自然-遗传学》(Nature Genetics)最近发表的文章,整合了之前五个 GWAS 数据集的数据,包括 734 种血浆蛋白的 738 个顺式-pQTL。强直性脊柱炎的GWAS汇总数据来自IGAS和其他欧洲队列。使用 "TwoSampleMR "进行磁共振分析,以评估血浆蛋白水平与强直性脊柱炎之间的因果联系。使用 coloc R 软件包进行共定位分析,以确定共有的遗传变异。我们还进行了敏感性分析和蛋白质-蛋白质相互作用(PPI)网络分析,以验证研究结果并探索治疗目标。我们进行了全表型关联研究(Phenome-wide association study,PheWAS),以研究药物蛋白对强直性脊柱炎治疗的潜在副作用:IL7R、TYMP、IL12B、CCL8、TNFAIP6、IL18R1、IL23R和ERAP1。IL7R、IL12B、CCL8、IL18R1、IL23R和ERAP1水平升高会增加强直性脊柱炎的风险,而TYMP和TNFAIP6水平升高会降低强直性脊柱炎的风险。共定位分析表明,IL23R、IL7R和TYMP可能与强直性脊柱炎共享因果变异。该研究发现了8种与强直性脊柱炎风险有显著关联的血浆蛋白,提示IL23R、IL7R和TYMP是有潜力的治疗靶点。还需要进一步的研究来探索潜在的机制和药物再利用的潜力。
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