Department of Medicine, Graduate School of Nanchang University, Nanchang, China.
Department of Central Laboratory, The Affiliated Huaian No.1 Peopele's Hospital, Nanjing Medical University, Huai'an, China.
Ren Fail. 2024 Dec;46(2):2367028. doi: 10.1080/0886022X.2024.2367028. Epub 2024 Jul 15.
Empirical research has consistently documented the concurrent manifestation of frailty and chronic kidney disease (CKD). However, the existence of a reverse causal association or the influence of confounding variables on these correlations remains ambiguous.
Our analysis of 7,078 participants from National Health and Nutrition Examination Survey(NHANES) (1999-2018) applied weighted logistic regression and Mendelian Randomization (MR) to investigate the correlation between the frailty index (FI) and renal function. The multivariate MR analysis was specifically adjusted for type 2 diabetes and hypertension. Further analysis explored 3282 plasma proteins to link FI to CKD. A two-step network MR highlighted immune cells' mediating roles in the FI-CKD relationship.
Genetically inferred FI and various renal function markers are significantly correlated, as supported by NHANES analyses. Multivariate MR analysis revealed a direct causal association between the FI and CKD. Additionally, our investigation into plasma proteins identified Tmprss11D and MICB correlated with FI and CKD, respectively. A two-step network MR to reveal 15 immune cell types, notably Central Memory CD4+ T cells and Lymphocytes, as crucial mediators between FI and CKD.
Our work establishes a causal connection between frailty and CKD, mediated by specific immune cell profiles. These findings highlight the importance of immune mechanisms in the frailty-CKD interplay and suggest that targeting shared risk factors and immune pathways could improve management strategies for these conditions. Our research contributes to a more nuanced understanding of frailty and CKD, offering new avenues for intervention and patient care in an aging population.
实证研究一致记录了衰弱和慢性肾脏病(CKD)的同时表现。然而,反向因果关系的存在或混杂变量对这些相关性的影响仍然不清楚。
我们对来自国家健康和营养检查调查(NHANES)(1999-2018 年)的 7078 名参与者进行了分析,应用加权逻辑回归和孟德尔随机化(MR)来研究衰弱指数(FI)与肾功能之间的相关性。多变量 MR 分析特别针对 2 型糖尿病和高血压进行了调整。进一步的分析探索了 3282 种血浆蛋白,将 FI 与 CKD 联系起来。两步网络 MR 强调了免疫细胞在 FI-CKD 关系中的中介作用。
遗传推断的 FI 和各种肾功能标志物之间存在显著相关性,这得到了 NHANES 分析的支持。多变量 MR 分析显示 FI 与 CKD 之间存在直接因果关系。此外,我们对血浆蛋白的研究发现 Tmprss11D 和 MICB 分别与 FI 和 CKD 相关。两步网络 MR 揭示了 15 种免疫细胞类型,特别是中央记忆 CD4+T 细胞和淋巴细胞,是 FI 和 CKD 之间的关键中介。
我们的工作确立了衰弱和 CKD 之间的因果关系,由特定的免疫细胞特征介导。这些发现强调了免疫机制在衰弱与 CKD 相互作用中的重要性,并表明针对共同的风险因素和免疫途径可以改善这些疾病的管理策略。我们的研究为更深入地了解衰弱和 CKD 提供了依据,为老龄化人口中的干预和患者护理提供了新的途径。