Lin Yun, Cai Xiaorui, Chen Haohao, Tang Xiaoling
Department of Pharmacy, Shantou Central Hospital, Shantou, Guangdong Province, China.
Department of Pharmacy, The Affiliated Cancer Hospital of Shantou University Medical College, Shantou, Guangdong Province, China.
Brain Behav. 2025 Jul;15(7):e70696. doi: 10.1002/brb3.70696.
Restless legs syndrome (RLS) is a common neuro-sensory disorder associated with various metabolic diseases, including diabetes mellitus and its complications. Observational studies suggest a potential association between RLS and diabetic complications; however, the causal relationship remains unclear due to confounding factors and reverse causation. This study aims to assess the causal relationship between RLS and diabetes, including its complications, using a bidirectional Mendelian randomization (MR) approach.
Genetic instruments derived from the latest genome-wide association study (GWAS) data for RLS, Type 1 diabetes, Type 2 diabetes, and diabetic complications (diabetic nephropathy, diabetic retinopathy, and diabetic neuropathy) were selected on the basis of MR assumptions. For causal inference, RLS was used as the exposure, whereas diabetes and its complications were considered outcomes. Reverse MR analyses were performed to assess potential causal effects of diabetes and its complications on RLS. Primary analysis used the inverse-variance weighted (IVW) method, with IVW radial and robust adjusted profile score (RAPS) as supplementary methods. Heterogeneity, pleiotropy, and robustness were assessed in both discovery (UK Biobank) and validation (FinnGen) datasets.
Forward MR analysis revealed a significant causal effect of RLS on the risk of diabetic nephropathy in both the discovery (IVW: OR = 1.049, p = 0.0238) and validation cohorts (IVW: OR = 1.067, p = 0.0028). However, no significant causal relationships were found for other primary outcomes, including Type 2 diabetes (IVW: OR = 1.011, 95% CI: 0.994-1.029) and Type 1 diabetes (IVW: OR = 0.995, 95% CI: 0.967-1.023). Sensitivity analyses showed no evidence of heterogeneity or horizontal pleiotropy. Reverse MR analysis did not demonstrate a causal effect of diabetes or its complications on RLS.
The findings suggest that RLS causally increases the risk of diabetic nephropathy. Early recognition and management of RLS in patients with diabetes may help prevent or delay the progression of nephropathy. Further studies are warranted to explore underlying mechanisms and potential clinical interventions.
不宁腿综合征(RLS)是一种常见的神经感觉障碍,与包括糖尿病及其并发症在内的多种代谢性疾病相关。观察性研究提示RLS与糖尿病并发症之间可能存在关联;然而,由于混杂因素和反向因果关系,因果关系仍不明确。本研究旨在使用双向孟德尔随机化(MR)方法评估RLS与糖尿病及其并发症之间的因果关系。
基于MR假设,从最新的全基因组关联研究(GWAS)数据中选择RLS、1型糖尿病、2型糖尿病及糖尿病并发症(糖尿病肾病、糖尿病视网膜病变和糖尿病神经病变)的遗传工具变量。进行因果推断时,将RLS作为暴露因素,而将糖尿病及其并发症视为结局。进行反向MR分析以评估糖尿病及其并发症对RLS的潜在因果效应。主要分析采用逆方差加权(IVW)方法,以IVW径向和稳健调整轮廓得分(RAPS)作为补充方法。在发现数据集(英国生物银行)和验证数据集(芬兰基因库)中评估异质性、多效性和稳健性。
正向MR分析显示,在发现队列(IVW:OR = 1.049,p = 0.0238)和验证队列(IVW:OR = 1.067,p = 0.0028)中,RLS对糖尿病肾病风险均有显著因果效应。然而,对于其他主要结局,包括2型糖尿病(IVW:OR = 1.011,95%CI:0.994 - 1.029)和1型糖尿病(IVW:OR = 0.995,95%CI:0.967 - 1.023),未发现显著因果关系。敏感性分析未显示异质性或水平多效性的证据。反向MR分析未证明糖尿病及其并发症对RLS有因果效应。
研究结果提示,RLS因果性增加糖尿病肾病风险。对糖尿病患者早期识别和管理RLS可能有助于预防或延缓肾病进展。有必要进一步研究以探索潜在机制和可能的临床干预措施。