Feng Wei, Cui Xiuqing, Liu Bing, Liu Chuanyao, Xiao Yang, Lu Wei, Guo Huan, He Meian, Zhang Xiaomin, Yuan Jing, Chen Weihong, Wu Tangchun
Key Laboratory of Environment and Health, Ministry of Education & Ministry of Environmental Protection, and State Key Laboratory of Environmental Health (Incubation), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, 13 Hangkong Rd, Wuhan 430030, China.
PLoS One. 2015 Apr 13;10(4):e0123742. doi: 10.1371/journal.pone.0123742. eCollection 2015.
Elevated heavy metals and fasting plasma glucose (FPG) levels were both associated with increased risk of cardiovascular diseases. However, studies on the associations of heavy metals and essential elements with altered FPG and diabetes risk were limited or conflicting. The objective of this study was to evaluate the potential associations of heavy metals and essential trace elements with FPG and diabetes risk among general Chinese population.
We conducted a cross-sectional study to investigate the associations of urinary concentrations of 23 metals with FPG, impaired fasting glucose (IFG) and diabetes among 2242 community-based Chinese adults in Wuhan. We used the false discovery rate (FDR) method to correct for multiple hypothesis tests.
After adjusting for potential confounders, urinary aluminum, titanium, cobalt, nickel, copper, zinc, selenium, rubidium, strontium, molybdenum, cadmium, antimony, barium, tungsten and lead were associated with altered FPG, IFG or diabetes risk (all P< 0.05); arsenic was only dose-dependently related to diabetes (P< 0.05). After additional adjustment for multiple testing, titanium, copper, zinc, selenium, rubidium, tungsten and lead were still significantly associated with one or more outcomes (all FDR-adjusted P< 0.05).
Our results suggest that multiple metals in urine are associated with FPG, IFG or diabetes risk. Because the cross-sectional design precludes inferences about causality, further prospective studies are warranted to validate our findings.
重金属含量升高和空腹血糖(FPG)水平均与心血管疾病风险增加有关。然而,关于重金属和必需元素与FPG改变及糖尿病风险之间关联的研究有限或存在矛盾。本研究的目的是评估中国普通人群中重金属和必需微量元素与FPG及糖尿病风险之间的潜在关联。
我们进行了一项横断面研究,以调查武汉2242名社区成年中国人尿液中23种金属浓度与FPG、空腹血糖受损(IFG)和糖尿病之间的关联。我们使用错误发现率(FDR)方法对多重假设检验进行校正。
在调整潜在混杂因素后,尿铝、钛、钴、镍、铜、锌、硒、铷、锶、钼、镉、锑、钡、钨和铅与FPG改变、IFG或糖尿病风险相关(所有P<0.05);砷仅与糖尿病呈剂量依赖性相关(P<0.05)。在对多重检验进行额外校正后,钛、铜、锌、硒、铷、钨和铅仍与一种或多种结局显著相关(所有FDR校正P<0.05)。
我们的结果表明,尿液中的多种金属与FPG、IFG或糖尿病风险相关。由于横断面设计排除了因果关系推断,因此有必要进行进一步的前瞻性研究来验证我们的发现。