Department of Orthopaedics, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, China.
School of Medicine, Xiamen University, Xiamen, Fujian, China.
Front Immunol. 2024 Aug 9;15:1406041. doi: 10.3389/fimmu.2024.1406041. eCollection 2024.
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 , 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.
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。最近的遗传研究表明,某些血浆蛋白可能在 AS 的发展中起因果作用。本研究旨在使用孟德尔随机化(MR)和共定位分析来识别和描述这些蛋白。
血浆蛋白数据来自最近发表的 中的研究,整合了五个之前的全基因组关联研究(GWAS)数据集的数据,包括 734 种血浆蛋白的 738 个 cis-pQTL。AS 的 GWAS 汇总数据来自 IGAS 和其他欧洲队列。使用“TwoSampleMR”进行 MR 分析,以评估血浆蛋白水平与 AS 之间的因果关系。使用 coloc R 包进行共定位分析,以识别共享的遗传变异。进行敏感性分析和蛋白质-蛋白质相互作用(PPI)网络分析,以验证发现并探索治疗靶点。我们进行了表型全基因组关联研究(PheWAS),以检查药物蛋白对 AS 治疗的潜在副作用。
经过 FDR 校正,确定了 8 个有意义的蛋白:IL7R、TYMP、IL12B、CCL8、TNFAIP6、IL18R1、IL23R 和 ERAP1。IL7R、IL12B、CCL8、IL18R1、IL23R 和 ERAP1 的水平升高会增加 AS 的风险,而 TYMP 和 TNFAIP6 的水平升高则会降低 AS 的风险。共定位分析表明,IL23R、IL7R 和 TYMP 可能与 AS 共享因果变异。PPI 网络分析确定了 IL23R 和 IL7R 作为潜在的新治疗靶点。
本研究确定了 8 种与 AS 风险显著相关的血浆蛋白,提示 IL23R、IL7R 和 TYMP 可能是有前途的治疗靶点。需要进一步研究以探索潜在的机制和药物再利用的可能性。