Wei Yi, Yu Jiangyi
Department of Endocrinology, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China.
Acta Diabetol. 2024 Nov 15. doi: 10.1007/s00592-024-02414-x.
Current studies have identified severe lipid metabolism diseases in diabetic microangiopathy patients, especially in diabetic kidney disease (DKD), diabetic retinopathy (DR) and diabetic neuropathy (DN), with unclear causal relationships.
We employed a large-scale dataset containing 179 lipid species as the exposure and large-scale public summary-level datasets of DKD, DR and DN as the outcome. We applied Mendelian randomization (MR) approach to explore causal associations between circulating liposomes and diabetic microangiopathy. A sequence of sensitivity tests was conducted to verify the stability of the MR analysis.
We manifest that diacylglycerol (18:1_18:3) (OR = 0.716, 95%CI = 0.559-0.917, P = 0.008), triacylglycerol (OR:0.741-0.763, P < 0.05) and phosphatidylcholine (OR:0.620-1.247, P < 0.05) have a potential association with DKD. And there is a nominal causal effect of phosphatidylinositol (16:0_18:2) (OR = 0.617, 95%CI = 0.401-0.948, P = 0.028), phosphatidylcholine (OR:0.499-0.672, P < 0.05) and sphingomyelin (OR:0.652-1.850, P < 0.05) to DR. In addition, phosphatidylethanolamine (18:1_0:0) (OR = 0.616, 95%CI = 0.405-0.935, P = 0.023), diacylglycerol (16:0_18:1) (OR = 0.675, 95%CI = 0.463-0.984, P = 0.041) and phosphatidylcholine (OR = 0.720-1.619, P < 0.05) nominally associate with DN. It is noteworthy that plasma lipidome of different structures show different effects.
We establish a possible causal connection between certain plasma lipidome and major diabetic microangiopathies. Implementing intervention strategies targeting different lipid molecules may provide novel approaches for preventing and treating diabetic microangiopathies.
目前的研究已在糖尿病微血管病变患者中发现严重的脂质代谢疾病,尤其是在糖尿病肾病(DKD)、糖尿病视网膜病变(DR)和糖尿病神经病变(DN)中,但因果关系尚不清楚。
我们采用一个包含179种脂质种类的大规模数据集作为暴露因素,并将DKD、DR和DN的大规模公共汇总水平数据集作为结果。我们应用孟德尔随机化(MR)方法来探索循环脂质体与糖尿病微血管病变之间的因果关联。进行了一系列敏感性测试以验证MR分析的稳定性。
我们发现二酰甘油(18:1_18:3)(OR = 0.716,95%CI = 0.559 - 0.917,P = 0.008)、三酰甘油(OR:0.741 - 0.763,P < 0.05)和磷脂酰胆碱(OR:0.620 - 1.247,P < 0.05)与DKD存在潜在关联。并且磷脂酰肌醇(16:0_18:2)(OR = 0.617,95%CI = 0.401 - 0.948,P = 0.028)、磷脂酰胆碱(OR:0.499 - 0.672,P < 0.05)和鞘磷脂(OR:0.652 - 1.850,P < 0.05)对DR有显著因果效应。此外,磷脂酰乙醇胺(18:1_0:0)(OR = 0.616,95%CI = 0.405 - 0.935,P = 0.023)、二酰甘油(16:0_18:1)(OR = 0.675,95%CI = 0.463 - 0.984,P = 0.041)和磷脂酰胆碱(OR = 0.720 - 1.619,P < 0.05)与DN存在显著关联。值得注意的是,不同结构的血浆脂质组表现出不同的影响。
我们建立了某些血浆脂质组与主要糖尿病微血管病变之间可能的因果联系。实施针对不同脂质分子的干预策略可能为预防和治疗糖尿病微血管病变提供新方法。