Department of Endocrinology, Zhaotong Hospital of Traditional Chinese Medicine, Zhaotong, Yunnan, China.
Clinical Medical College, Yunnan University of Chinese Medicine, Kunming, Yunnan, China.
Front Endocrinol (Lausanne). 2024 Aug 6;15:1460652. doi: 10.3389/fendo.2024.1460652. eCollection 2024.
DKD, a leading cause of chronic kidney and end-stage renal disease, lacks robust immunological research. Recent GWAS utilizing SNPs and CNVs has shed light on immune mechanisms of kidney diseases. However, DKD's immunological basis remains elusive. Our goal is to unravel cause-effect relationships between immune cells and DKD using Mendelian randomization.
We analyzed FinnGen data (1032 DKD cases, 451,248 controls) with 731 immunocyte GWAS summaries (MP=32, MFI=389, AC=118, RC=192). We employed forward and reverse Mendelian randomization to explore causal links between immune cell traits and DKD. Sensitivity analysis ensured robustness, heterogeneity checks, and FDR correction minimized false positives.
Our study explored the causal link between diabetic nephropathy (DKD) and immunophenotypes using two-sample Mendelian Randomization (MR) with IVW. Nine immunophenotypes were significantly associated with DKD at p<0.05 after FDR correction. Elevated CD24, CD3 in Treg subsets, CD39+ CD4+, and CD33- HLA DR- AC correlated positively with DKD risk, while CD27 in B cells and SSC-A in CD4+ inversely correlated. Notably, while none showed significant protection, further research on immune cells' role in DKD may provide valuable insights.
The results of this study show that the immune cells are closely related to DKD, which may be helpful in the future clinical study.
DKD 是慢性肾脏疾病和终末期肾病的主要病因,但缺乏强有力的免疫学研究。最近利用 SNPs 和 CNVs 的全基因组关联研究揭示了肾脏疾病的免疫机制。然而,DKD 的免疫学基础仍不清楚。我们的目标是利用孟德尔随机化方法阐明免疫细胞与 DKD 之间的因果关系。
我们分析了 FinnGen 数据(1032 例 DKD 病例,451248 例对照),其中包含 731 个免疫细胞全基因组关联研究摘要(MP=32,MFI=389,AC=118,RC=192)。我们采用正向和反向孟德尔随机化来探索免疫细胞特征与 DKD 之间的因果关系。敏感性分析确保了稳健性,异质性检验和 FDR 校正最小化了假阳性。
我们使用两样本孟德尔随机化(MR)和 IVW 方法,探讨了糖尿病肾病(DKD)与免疫表型之间的因果关系。在 FDR 校正后,有 9 种免疫表型与 DKD 显著相关(p<0.05)。Treg 亚群中 CD24、CD3 的升高,CD39+ CD4+和 CD33- HLA DR- AC 与 DKD 风险呈正相关,而 B 细胞中的 CD27 和 CD4+中的 SSC-A 则呈负相关。值得注意的是,虽然没有一种免疫表型显示出显著的保护作用,但进一步研究免疫细胞在 DKD 中的作用可能提供有价值的见解。
本研究结果表明,免疫细胞与 DKD 密切相关,这可能有助于未来的临床研究。