Department of Occupational and Environmental Health, State Key Laboratory of Environmental Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Dongfeng Central Hospital, Dongfeng Motor Corporation and Hubei University of Medicine, Shiyan, China.
Environ Res. 2023 Jan 1;216(Pt 1):114509. doi: 10.1016/j.envres.2022.114509. Epub 2022 Oct 5.
Mitochondria are essential organelles that execute fundamental biological processes, while mitochondrial DNA is vulnerable to environmental insults. The aim of this study was to investigate the individual and mixture effect of plasma metals on blood mitochondria DNA copy number (mtDNAcn).
This study involved 1399 randomly selected subcohort participants from the Dongfeng-Tongji cohort. The blood mtDNAcn and plasma levels of 23 metals were determined by using quantitative real-time polymerase chain reaction (qPCR) and inductively coupled plasma mass spectrometer (ICP-MS), respectively. The multiple linear regression was used to explore the association between each metal and mtDNAcn, and the LASSO penalized regression was performed to select the most significant metals. We also used the quantile g-computation analysis to assess the mixture effect of multiple metals.
Based on multiple linear regression models, each 1% increase in plasma concentration of copper (Cu), rubidium (Rb), and titanium (Ti) was associated with a separate 0.16% [β(95% CI) = 0.158 (0.066, 0.249), P = 0.001], 0.20% [β(95% CI) = 0.196 (0.073, 0.318), P = 0.002], and 0.25% [β(95% CI) = 0.245 (0.081, 0.409), P = 0.003] increase in blood mtDNAcn. The LASSO regression also confirmed Cu, Rb, and Ti as significant predictors for mtDNAcn. There was a significant mixture effect of multiple metals on increasing mtDNAcn among the elder participants (aged ≥65), with an approximately 11% increase in mtDNAcn for each quartile increase in all metal concentrations [β(95% CI) = 0.146 (0.048, 0.243), P = 0.004].
Our results show that plasma Cu, Rb and Ti were associated with increased blood mtDNA, and we further revealed a significant mixture effect of all metals on mtDNAcn among elder population. These findings may provide a novel perspective on the effect of metals on mitochondrial dysfunction.
线粒体是执行基本生物过程的必需细胞器,而线粒体 DNA 容易受到环境损伤。本研究旨在探讨血浆金属个体和混合效应对血液线粒体 DNA 拷贝数(mtDNAcn)的影响。
本研究纳入了东风-同济队列中 1399 名随机选择的亚队列参与者。采用实时定量聚合酶链反应(qPCR)和电感耦合等离子体质谱法(ICP-MS)分别测定血 mtDNAcn 和血浆中 23 种金属水平。采用多元线性回归分析探讨每种金属与 mtDNAcn 的关系,采用 LASSO 惩罚回归选择最显著的金属。我们还使用分位数 g 计算分析评估多种金属的混合效应。
基于多元线性回归模型,血浆中铜(Cu)、铷(Rb)和钛(Ti)浓度每增加 1%,分别与血 mtDNAcn 增加 0.16%[β(95%CI)=0.158(0.066,0.249),P=0.001]、0.20%[β(95%CI)=0.196(0.073,0.318),P=0.002]和 0.25%[β(95%CI)=0.245(0.081,0.409),P=0.003]独立相关。LASSO 回归也证实 Cu、Rb 和 Ti 是 mtDNAcn 的显著预测因子。在年龄≥65 岁的老年参与者中,多种金属对 mtDNAcn 的增加存在显著的混合效应,所有金属浓度每增加一个四分位间距,mtDNAcn 增加约 11%[β(95%CI)=0.146(0.048,0.243),P=0.004]。
本研究结果表明,血浆 Cu、Rb 和 Ti 与血液 mtDNA 增加有关,我们进一步揭示了老年人群中所有金属对 mtDNAcn 的显著混合效应。这些发现可能为金属对线粒体功能障碍的影响提供了新的视角。