Wang Yufei, Sun Yiwen, Jie Tianyang, Wang Minqi, Zhang Shutao, Yang Hongtao, Jian Weiyan, Dai Dai, Xu Ruida, Yue Bing, Qu Xinhua
Department of Bone and Joint Surgery, Department of Orthopedics, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200001, China.
Department of Health Policy and Management, School of Public Health, Peking University, Beijing, 100191, China.
Bioact Mater. 2025 Apr 24;50:432-442. doi: 10.1016/j.bioactmat.2025.04.004. eCollection 2025 Aug.
Metallic biomaterials have transformed modern medicine, with copper (Cu), zinc (Zn), and selenium (Se) emerging as critical components in medical applications. The study of the single and synergistic effects of serum metal concentrations on human health can provide valuable insights for future clinical transformation of biodegradable alloys.
We evaluated 2381 NHANES 2011-2016 participants to study individual and combined effects of these metals on health outcomes. Multivariable logistic regression, restricted cubic splines, and piecewise linear regression were used to examine linear, nonlinear, and threshold relationships. Overall metal mixture effects were assessed using weighted quantile sum (WQS) and Bayesian kernel-machine regression (BKMR).
Elevated serum Cu levels were significantly associated with an increased risk of osteoarthritis. When Serum Cu ≥ 99.48 μg/dL, each 1-unit increase in Ln Cu raised diabetes risk 4.55-fold. For Se ≥ 122.74 μg/L, each 1-unit increase in Ln Se led to a 29.96-fold rise in diabetes prevalence, for Se < 157.56 μg/L it increased heart attack risk 165.19-fold. Furthermore, mixtures of Cu, Se, and Zn were positively associated with diabetes, hypertension, and heart attack risks; each unit increase in the mixture corresponded to a 23 % rise in diabetes and a 15 % rise in hypertension prevalence.
Serum Cu levels ≥99.48 μg/dL are significantly linked to diabetes risk, while serum Se levels ≥122.74 μg/L are associated with diabetes risk and levels <157.56 μg/L with elevated heart attack risk. Serum metal mixtures containing Cu, Se and Zn were significantly and positively associated with risk of diabetes, hypertension and heart attack.
金属生物材料改变了现代医学,铜(Cu)、锌(Zn)和硒(Se)已成为医学应用中的关键成分。研究血清金属浓度对人类健康的单一和协同作用可为可生物降解合金未来的临床转化提供有价值的见解。
我们评估了2381名2011 - 2016年美国国家健康与营养检查调查(NHANES)的参与者,以研究这些金属对健康结果的个体和综合影响。使用多变量逻辑回归、受限立方样条和分段线性回归来检验线性、非线性和阈值关系。使用加权分位数和(WQS)和贝叶斯核机器回归(BKMR)评估总体金属混合物效应。
血清铜水平升高与骨关节炎风险增加显著相关。当血清铜≥99.48μg/dL时,Ln铜每增加1个单位,糖尿病风险增加4.55倍。对于硒≥122.74μg/L,Ln硒每增加1个单位,糖尿病患病率上升29.96倍;对于硒<157.56μg/L,心脏病发作风险增加165.19倍。此外,铜、硒和锌的混合物与糖尿病、高血压和心脏病发作风险呈正相关;混合物每增加1个单位,糖尿病患病率上升23%,高血压患病率上升15%。
血清铜水平≥99.48μg/dL与糖尿病风险显著相关,而血清硒水平≥122.74μg/L与糖尿病风险相关,<157.56μg/L则与心脏病发作风险升高相关。含铜、硒和锌的血清金属混合物与糖尿病、高血压和心脏病发作风险显著正相关。