Department of Rheumatology, Second Hospital of Shanxi Medical University, Taiyuan, 030001, Shanxi, China.
Key Laboratory of Cellular Physiology at Shanxi Medical University, Ministry of Education, Taiyuan, China.
BMC Med Genomics. 2023 Nov 6;16(1):277. doi: 10.1186/s12920-023-01713-6.
The pathogenesis of rheumatoid arthritis (RA) is an immune imbalance, in which various inflammatory immune cells and pro-inflammatory factors are involved. Interleukin-17 (IL-17), a potent pro-inflammatory cytokine, has been found to have increased expression in the joints of patients with RA compared to healthy individuals. However, the causal relationship between the expression level of IL-17 or IL-17 receptor (IL-17R) and RA remained unknown. In this study, two-sample Mendelian randomization (MR) was used to investigate the causal relationship between IL-17 and RA.
Summary statistics for RA (14,361 RA cases and 43,923 healthy controls) and IL-17 (3,301 samples) were obtained from an available meta-analysis of published genome-wide association studies (GWAS). Relevant single nucleotide polymorphisms (SNPs) were selected by executing quality control steps from the GWAS summary results. Then we used bi-directional two-sample Mendelian randomization (MR) and multi-variable MR (MVMR) analysis to examine evidence of causality. MR and MVMR analyses progressed mainly using inverse variance weighted (IVW), weighted median (WM), and MR-Egger regression methods, which were applied to the genetic instrumental variables (IVs) of IL-17A/IL-17 RA, IL-17C/IL-17 RC, and IL-17D/IL-17RD and RA. For assessing the robustness of the results, we also carried out a sensitivity analysis to assess heterogeneity and pleiotropy, such as MR-Egger, leave-one-out, and MR pleiotropy residual sum and outlier (MR-PRESSO).
Two-sample MR Analysis showed the causal relationship between IL-17A/IL-17RA and RA. The presence of genetically high IL-17A/IL-17RA may increase the risk of RA (IL-17A(OR = 1.095; 95% C.I., 0.990-1.210, p.adj = 0.013), IL-17RA(OR = 1.113, 95%CI = 1.006-1.231, p.adj = 0.006)). However, the results indicated that IL-17C/IL-17RC, and IL-17D/IL-17RD demonstrated no causal impact on RA (IL-17C(OR = 1.007, 95%CI = 0.890-1.139, p.adj = 0.152), IL-17RC(OR = 1.006, 95%CI = 0.904-1.119, p.adj = 0.152), IL-17D(OR = 0.979, 95%CI = 0.843-1.137, p.adj = 0.130), IL-17RD(OR = 0.983, 95%CI = 0.876-1.104, p.adj = 0.129)). Furthermore, MVMR analysis shown that IL-17RA(OR = 1.049, 95% CI: 0.997-1.102, p.adj = 0.014) was associated with increased risk of RA. Sensitivity analysis showed no heterogeneity and pleiotropy, suggesting that the above results were robust and reliable.
The MR analysis provides evidence that IL-17A/IL-17RA are risk factors for RA. This emphasizes the importance of intervention on IL-17A/IL-17RA in patients with RA. Developing drugs that limit IL-17A may reduce the risk of RA.
类风湿关节炎(RA)的发病机制是免疫失衡,其中涉及各种炎症免疫细胞和促炎因子。白细胞介素-17(IL-17)是一种强有力的促炎细胞因子,已发现在 RA 患者的关节中表达增加相较于健康个体。然而,IL-17 或 IL-17 受体(IL-17R)的表达水平与 RA 之间的因果关系尚不清楚。在这项研究中,我们使用双样本 Mendelian 随机化(MR)来研究 IL-17 与 RA 之间的因果关系。
从已发表的全基因组关联研究(GWAS)的荟萃分析中获得了 RA(14361 例 RA 病例和 43923 例健康对照)和 IL-17(3301 个样本)的汇总统计数据。通过执行 GWAS 汇总结果的质量控制步骤选择相关的单核苷酸多态性(SNP)。然后,我们使用双向双样本 Mendelian 随机化(MR)和多变量 Mendelian 随机化(MVMR)分析来检验因果关系的证据。MR 和 MVMR 分析主要使用逆方差加权(IVW)、加权中位数(WM)和 MR-Egger 回归方法进行,这些方法应用于 IL-17A/IL-17RA、IL-17C/IL-17RC 和 IL-17D/IL-17RD 的遗传工具变量(IV)和 RA。为了评估结果的稳健性,我们还进行了敏感性分析,以评估异质性和多效性,例如 MR-Egger、单样本剔除和 MR 多效性残差和异常值(MR-PRESSO)。
双样本 MR 分析显示 IL-17A/IL-17RA 与 RA 之间存在因果关系。高遗传 IL-17A/IL-17RA 可能会增加 RA 的风险(IL-17A(OR=1.095;95%CI,0.990-1.210,p.adj=0.013),IL-17RA(OR=1.113,95%CI=1.006-1.231,p.adj=0.006))。然而,结果表明 IL-17C/IL-17RC 和 IL-17D/IL-17RD 对 RA 没有因果影响(IL-17C(OR=1.007,95%CI=0.890-1.139,p.adj=0.152),IL-17RC(OR=1.006,95%CI=0.904-1.119,p.adj=0.152),IL-17D(OR=0.979,95%CI=0.843-1.137,p.adj=0.130),IL-17RD(OR=0.983,95%CI=0.876-1.104,p.adj=0.129))。此外,MVMR 分析表明 IL-17RA(OR=1.049,95%CI:0.997-1.102,p.adj=0.014)与 RA 风险增加相关。敏感性分析表明没有异质性和多效性,表明上述结果是稳健可靠的。
MR 分析提供了证据表明 IL-17A/IL-17RA 是 RA 的危险因素。这强调了在 RA 患者中干预 IL-17A/IL-17RA 的重要性。开发限制 IL-17A 的药物可能会降低 RA 的风险。