Department of Orthopedics, Second Affiliated Hospital, Chongqing Medical University, Chongqing, China.
Front Immunol. 2024 Jan 10;14:1321295. doi: 10.3389/fimmu.2023.1321295. eCollection 2023.
Intervertebral disc degeneration (IVDD) is a prominent contributor to chronic low back pain, impacting millions of individuals annually. Current research on disc degeneration is placing a growing emphasis on the role of the immune system in this process. Nevertheless, the precise relationship between immunity and disc degeneration remains to be fully elucidated.
We obtained GWAS data for immune cells from the latest summary-level GWAS, including 6,620 individuals from Sardinian and 746,667 individuals from five global populations. Summary results for IVDD were sourced from the FinnGen consortium, comprising 20,001 cases and 164,682 controls. We conducted a comprehensive univariable Mendelian randomization (MR) analysis to explore the potential causal relationship between immune cells and IVDD. Primary estimation was carried out using Inverse-Variance Weighting (IVW). To ensure robustness, we employed additional MR methods such as MR-Egger, Weighted Median, Weighted Mode, and Simple Mode. Various tests were employed to assess pleiotropy and heterogeneity, including the Cochran Q test, leave-one-out test, MR-Egger intercept analysis and MR-PRESSO test. To account for potential confounding factors among the immune cells, we conducted a multivariable MR analysis. Finally, we investigated the possibility of a reverse association between immune cells and IVDD through bidirectional MR.
In total, our study identified 15 immune cells significantly associated with IVDD through univariable MR. Among these, 9 immune cell types were indicated as potential contributors to IVDD, while 6 were found to have protective effects. Importantly, we observed no evidence of heterogeneity or pleiotropy, signifying the robustness of our results. To mitigate confounding among immune cells, we utilized multivariable MR, leading to the discovery that only 9 immune cell types exerted independent effects on IVDD. These encompassed 7 as risk factors and 2 as protective factors. Additionally, our analysis revealed a bidirectional causal relationship between CD39+ CD4+ T cell %CD4+ T cell and IVDD.
Our findings suggest a connection between immune cells and the risk of IVDD, shedding light on potential therapeutic avenues for modulating immune cell function in individuals with IVDD. However, the specific underlying mechanisms warrant further investigation in future experiments.
椎间盘退变(IVDD)是导致慢性下腰痛的主要原因之一,每年影响着数以百万计的人群。目前,研究人员越来越关注免疫系统在这一过程中的作用。然而,免疫与椎间盘退变之间的确切关系仍有待充分阐明。
我们从最新的免疫细胞全基因组关联研究(GWAS)汇总数据中获取了撒丁岛的 6620 人和五个全球人群的 746667 人的 GWAS 数据。IVDD 的汇总结果来源于 FinnGen 联盟,包括 20001 例病例和 164682 例对照。我们进行了全面的单变量孟德尔随机化(MR)分析,以探讨免疫细胞与 IVDD 之间的潜在因果关系。主要估计使用了逆方差加权(IVW)。为了确保稳健性,我们还使用了其他 MR 方法,如 MR-Egger、加权中位数、加权模式和简单模式。我们使用各种检验来评估异质性和多效性,包括 Cochran Q 检验、逐一排除检验、MR-Egger 截距分析和 MR-PRESSO 检验。为了在免疫细胞中考虑潜在的混杂因素,我们进行了多变量 MR 分析。最后,我们通过双向 MR 研究了免疫细胞与 IVDD 之间可能存在的反向关联。
通过单变量 MR,我们总共确定了 15 种与 IVDD 显著相关的免疫细胞。其中,有 9 种免疫细胞类型被认为是 IVDD 的潜在致病因素,而 6 种则具有保护作用。重要的是,我们没有发现异质性或多效性的证据,这表明我们的结果是稳健的。为了减轻免疫细胞之间的混杂,我们使用了多变量 MR,结果发现只有 9 种免疫细胞类型对 IVDD 有独立的影响。其中包括 7 种风险因素和 2 种保护因素。此外,我们的分析还揭示了 CD39+CD4+T 细胞%CD4+T 细胞与 IVDD 之间存在双向因果关系。
我们的研究结果表明免疫细胞与 IVDD 的风险之间存在关联,为调节 IVDD 患者免疫细胞功能的潜在治疗方法提供了新的思路。然而,具体的潜在机制需要在未来的实验中进一步研究。