Eroglu Barbaros, Eichelmann Fabian, Kuxhausf Olga, Kipp Anna P, Schwerdtle Tanja, Haase Hajo, Schomburg Lutz, Schulze Matthias B
Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, 14558, Nuthetal, Germany.
TraceAge- DFG Research Unit on Interactions of Essential Trace Elements in Healthy and Diseased Elderly, Potsdam, Berlin, Jena, Wuppertal, Germany.
Cardiovasc Diabetol. 2025 Jul 24;24(1):302. doi: 10.1186/s12933-025-02861-y.
The trace elements selenium, zinc, copper, manganese, iodine, and iron are crucial for various physiological processes, including enzymatic reactions and immune responses. Dyshomeostasis of trace elements is associated with a variety of diseases including diabetes and cardiovascular diseases. It has not been clarified whether blood trace elements associate with the risk of diabetes-related vascular complications. We aimed to investigate the prospective associations between pre-diagnosis serum levels of trace elements with vascular complications in diabetes.
Participants with incident diabetes and free of micro- and macrovascular disease and with pre-diagnostic serum trace element measurements from the European Prospective Investigation into Cancer and Nutrition (EPIC)-Potsdam cohort (n = 627) were followed for microvascular and macrovascular complications (n = 212 and n = 69, respectively, median follow-up: 12.8 years). We used Cox Proportional Hazard models to investigate the associations between baseline trace element levels (per SD difference) and the risk of developing diabetes-related vascular complications. To investigate the interactions and nonlinear associations between TEs and risk of diabetes-related complications, we applied Bayesian kernel machine regression (BKMR).
In multivariable models, higher iodine levels were associated with higher risk of developing total vascular complications (HR per SD, 95% CI: 1.16, 1.02-1.31) and microvascular complications (1.18, 1.03-1.35). In sex-stratified analyses we observed significant positive associations between zinc and total vascular complications (1.35, 1.06-1.73) and microvascular complications (1.52, 1.15-2.02) in women, while higher zinc was associated with increased risk of macrovascular complications in men (1.33, 1.00-1.77). Copper-to-Zinc ratio was inversely associated with the risk of microvascular complications in women (0.69, 0.54-0.88), but with an increased risk in men (1.54, 1.17-2.02).
Our findings indicate that higher serum levels of iodine measured prior to the diagnosis of diabetes are associated with higher risk of subsequent microvascular complications in diabetes, while copper-to-zinc ratio is associated with microvascular complications in a sex-specific manner.
微量元素硒、锌、铜、锰、碘和铁对各种生理过程至关重要,包括酶促反应和免疫反应。微量元素的动态平衡失调与包括糖尿病和心血管疾病在内的多种疾病相关。血液中的微量元素是否与糖尿病相关血管并发症的风险相关尚不清楚。我们旨在研究糖尿病诊断前血清微量元素水平与血管并发症之间的前瞻性关联。
来自欧洲癌症与营养前瞻性调查(EPIC)-波茨坦队列的627名新发糖尿病患者,无微血管和大血管疾病,且有诊断前血清微量元素测量值,随访其微血管和大血管并发症(分别为212例和69例,中位随访时间:12.8年)。我们使用Cox比例风险模型研究基线微量元素水平(每标准差差异)与发生糖尿病相关血管并发症风险之间的关联。为了研究微量元素与糖尿病相关并发症风险之间的相互作用和非线性关联,我们应用了贝叶斯核机器回归(BKMR)。
在多变量模型中,较高的碘水平与发生总血管并发症(每标准差的风险比,95%置信区间:1.16,1.02 - 1.31)和微血管并发症(1.18,1.03 - 1.35)的较高风险相关。在按性别分层的分析中,我们观察到女性锌与总血管并发症(1.35,1.06 - 1.73)和微血管并发症(1.52,1.15 - 2.02)之间存在显著正相关,而男性较高的锌水平与大血管并发症风险增加相关(1.33,1.00 - 1.77)。铜锌比与女性微血管并发症风险呈负相关(0.69,0.54 - 0.88),但与男性风险增加相关(1.54,1.17 - 2.02)。
我们的研究结果表明,糖尿病诊断前测得的较高血清碘水平与糖尿病后续微血管并发症的较高风险相关,而铜锌比以性别特异性方式与微血管并发症相关。