Department of Nephrology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
Department of Pathology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
Clin Exp Med. 2024 May 4;24(1):94. doi: 10.1007/s10238-024-01341-z.
Prior research has established associations between immune cells, inflammatory proteins, and chronic kidney disease (CKD). Our Mendelian randomization study aims to elucidate the genetic causal relationships among these factors and CKD. We applied Mendelian randomization using genetic variants associated with CKD from a large genome-wide association study (GWAS) and inflammatory markers from a comprehensive GWAS summary. The causal links between exposures (immune cell subtypes and inflammatory proteins) and CKD were primarily analyzed using the inverse variance-weighted, supplemented by sensitivity analyses, including MR-Egger, weighted median, weighted mode, and MR-PRESSO. Our analysis identified both absolute and relative counts of CD28 + CD45RA + CD8 + T cell (OR = 1.01; 95% CI = 1.01-1.02; p < 0.001, FDR = 0.018) (OR = 1.01; 95% CI = 1.00-1.01; p < 0.001, FDR = 0.002), CD28 on CD39 + CD8 + T cell(OR = 0.97; 95% CI = 0.96-0.99; p < 0.001, FDR = 0.006), CD16 on CD14-CD16 + monocyte (OR = 1.02; 95% CI = 1.01-1.03; p < 0.001, FDR = 0.004) and cytokines, such as IL-17A(OR = 1.11, 95% CI = 1.06-1.16, p < 0.001, FDR = 0.001), and LIF-R(OR = 1.06, 95% CI = 1.02-1.10, p = 0.005, FDR = 0.043) that are genetically predisposed to influence the risk of CKD. Moreover, the study discovered that CKD itself may causatively lead to alterations in certain proteins, including CST5(OR = 1.16, 95% CI = 1.09-1.24, p < 0.001, FDR = 0.001). No evidence of reverse causality was found for any single biomarker and CKD. This comprehensive MR investigation supports a genetic causal nexus between certain immune cell subtypes, inflammatory proteins, and CKD. These findings enhance the understanding of CKD's immunological underpinnings and open avenues for targeted treatments.
先前的研究已经确定了免疫细胞、炎症蛋白和慢性肾脏病(CKD)之间的关联。我们的孟德尔随机化研究旨在阐明这些因素与 CKD 之间的遗传因果关系。我们应用了孟德尔随机化方法,使用来自大型全基因组关联研究(GWAS)的与 CKD 相关的遗传变异和来自综合 GWAS 汇总的炎症标志物。使用逆方差加权主要分析了暴露(免疫细胞亚型和炎症蛋白)与 CKD 之间的因果关系,并补充了敏感性分析,包括 MR-Egger、加权中位数、加权模式和 MR-PRESSO。我们的分析确定了 CD28+CD45RA+CD8+T 细胞的绝对和相对计数(OR=1.01;95%CI=1.01-1.02;p<0.001,FDR=0.018)(OR=1.01;95%CI=1.00-1.01;p<0.001,FDR=0.002),CD28 在 CD39+CD8+T 细胞上(OR=0.97;95%CI=0.96-0.99;p<0.001,FDR=0.006),CD16 在 CD14-CD16+单核细胞上(OR=1.02;95%CI=1.01-1.03;p<0.001,FDR=0.004)和细胞因子,如 IL-17A(OR=1.11,95%CI=1.06-1.16,p<0.001,FDR=0.001)和 LIF-R(OR=1.06,95%CI=1.02-1.10,p=0.005,FDR=0.043),这些因素在遗传上容易影响 CKD 的风险。此外,该研究还发现,CKD 本身可能会导致某些蛋白质的变化,包括 CST5(OR=1.16,95%CI=1.09-1.24,p<0.001,FDR=0.001)。没有证据表明任何单个生物标志物与 CKD 之间存在反向因果关系。这项全面的 MR 研究支持了某些免疫细胞亚型、炎症蛋白和 CKD 之间存在遗传因果关系。这些发现增强了对 CKD 免疫学基础的理解,并为靶向治疗开辟了途径。