Qin Chaofan, Yu Qingshuai, Deng Zhongliang, Zhang You, Chen Mingxin, Wang Xin, Hu Tao, Lei Bo, Yan Zhengjian, Cheng Si
Department of Orthopedics, Second Affiliated Hospital, Chongqing Medical University, Chongqing, China.
Front Immunol. 2024 Apr 9;15:1345416. doi: 10.3389/fimmu.2024.1345416. eCollection 2024.
Ankylosing spondylitis (AS) is an autoimmune disease that affects millions of individuals. Immune cells have been recognized as having a crucial role in the pathogenesis of AS. However, their relationship has not been fully explored.
We chose to employ Mendelian randomization (MR) to investigate the potential correlation between immune cells and AS. We sourced the data on immune cells from the latest genome-wide association studies (GWASs). We obtained data on AS from the FinnGen consortium. Our comprehensive univariable MR analysis covered 731 immune cells to explore its potential causal relationship with AS. The primary analysis method was inverse-variance weighted (IVW). Additionally, we used Cochran's Q test and the MR-Egger intercept test to assess the presence of pleiotropy and heterogeneity. We examined whether our results could be influenced by individual single-nucleotide polymorphisms (SNPs) using the leave-one-out test. We conducted a bidirectional MR to investigate the reverse relationship. We also applied multivariable MR to decrease the potential influence between the immune cells.
Overall, our univariable MR analysis revealed eight immune cells associated with AS. Among these, four immune cells contributed to an increased risk of AS, while four immune cells were identified as protective factors for AS. However, the Bonferroni test confirmed only one risk factor and one protective factor with a significance level of p < 6.84E-05. CD8 on effector memory CD8 T cell could increase the risk of AS (p: 1.2302E-05, OR: 2.9871, 95%CI: 1.8289-4.8786). HLA DR on CD33 HLA DR CD11b could decrease the risk of AS (p: 1.2301E-06, OR: 0.5446, 95%CI: 0.4260-0.6962). We also identified a bidirectional relationship between CD4 on CD39 activated CD4 regulatory T cells and AS utilizing the bidirectional MR. To address potential confounding among immune cells, we employed multivariable MR analysis, which revealed that only one immune cell had an independent effect on AS. HLA DR on CD33 HLA DR CD11b could decrease the risk of AS (p: 2.113E-06, OR: 0.0.5423, 95%CI: 0.4210-0.6983). Our findings were consistently stable and reliable.
Our findings indicated a potential link between immune cells and AS, which could provide a new idea for future research. Nevertheless, the specific underlying mechanisms require further exploration.
强直性脊柱炎(AS)是一种影响数百万人的自身免疫性疾病。免疫细胞在AS的发病机制中起着关键作用。然而,它们之间的关系尚未得到充分探索。
我们选择采用孟德尔随机化(MR)来研究免疫细胞与AS之间的潜在相关性。我们从最新的全基因组关联研究(GWAS)中获取免疫细胞数据。我们从芬兰基因组联盟获得AS数据。我们全面的单变量MR分析涵盖了731种免疫细胞,以探索其与AS的潜在因果关系。主要分析方法是逆方差加权(IVW)。此外,我们使用 Cochr an's Q检验和MR-Egger截距检验来评估多效性和异质性的存在。我们使用留一法检验来检查我们的结果是否会受到单个单核苷酸多态性(SNP)的影响。我们进行了双向MR以研究反向关系。我们还应用多变量MR来减少免疫细胞之间的潜在影响。
总体而言,我们的单变量MR分析揭示了8种与AS相关的免疫细胞。其中,4种免疫细胞导致AS风险增加,而4种免疫细胞被确定为AS的保护因素。然而,Bonferroni检验仅确认了一个风险因素和一个保护因素,显著性水平为p < 6.84E-05。效应记忆CD8 T细胞上的CD8可增加AS风险(p:1.2302E-05,OR:2.9871,95%CI:1.8289-4.8786)。CD33 HLA DR CD11b上的HLA DR可降低AS风险(p:1.2301E-06,OR:0.5446,95%CI:0.4260-0.6962)。我们还利用双向MR确定了CD39活化CD4调节性T细胞上的CD4与AS之间的双向关系。为了解决免疫细胞之间的潜在混杂因素,我们进行了多变量MR分析,结果显示只有一种免疫细胞对AS有独立影响。CD33 HLA DR CD11b上的HLA DR可降低AS风险(p:2.113E-06,OR:0.0.5423,95%CI:0.4210-0.6983)。我们的发现始终稳定可靠。
我们的发现表明免疫细胞与AS之间存在潜在联系,这可为未来研究提供新思路。然而,具体的潜在机制需要进一步探索。