Department of Bioinformatics, School of Biomedical Engineering and Informatics, Nanjing Medical University, Nanjing, China.
State Key Laboratory of Reproductive Medicine, School of Public Health, Nanjing Medical University, Nanjing, China; Key Laboratory of Modern Toxicology of Ministry of Education, Center for Global Health, Nanjing Medical University, Nanjing, China.
Environ Pollut. 2020 Aug;263(Pt A):114630. doi: 10.1016/j.envpol.2020.114630. Epub 2020 Apr 22.
People are exposed to heavy metals in many ways during the course of their daily life. However, the effect of mixtures of heavy metals on mortality in the U.S. general population is unclear. We aimed to investigate the association between heavy metal concentrations (blood [lead, cadmium and mercury] and urine [barium, cadmium, cobalt, cesium, molybdenum, lead, antimony, titanium, tungsten and uranium]) and all-cause, cardiovascular disease (CVD) and cancer mortality. Data were obtained from the National Health and Nutrition Examination Survey (NHANES) 1999-2014. Poisson regression was performed to analyze the associations between single-metal and multimetal exposure and mortality. The following variables were adjusted as covariates: demographic variables (age, education, sex and ethnicity), anthropometric variables (body mass index), lifestyle variables (family income, serum cotinine category and physical activity) and medical comorbidities (CVD and diabetes). A total of 26,056 subjects from the NHANES were included in the present study (mean follow-up, 7.4 years). The age of the participants ranged from 20 to 85 years. The blood metal mixture was associated with all-cause mortality (RR = 1.38, 95% CI 1.25, 1.51), CVD mortality (RR = 1.43, 95% CI 1.06, 1.94) and cancer mortality (RR = 1.41, 95% CI 1.12, 1.76) and cadmium had the highest weight in the weighted quantile sum (WQS) regression for all associations. The urinary metal mixture was associated with an increased risk of all-cause (RR = 1.48, 95% CI 1.30, 1.68) and cancer mortality (RR = 1.60, 95% CI 1.02, 2.52). Sex differences were found in the associations of both blood and urine metal mixtures with cancer mortality. Our study suggests a potential positive association for the concentrations of heavy metal mixtures with overall, CVD and cancer mortality based on a large sample of the U.S. general population. Nevertheless, further studies are needed to confirm these important findings.
人们在日常生活中会通过多种途径接触重金属。然而,在美国普通人群中,重金属混合物对死亡率的影响尚不清楚。我们旨在研究重金属浓度(血液[铅、镉和汞]和尿液[钡、镉、钴、铯、钼、铅、锑、钛、钨和铀])与全因、心血管疾病(CVD)和癌症死亡率之间的关系。数据来自 1999-2014 年的国家健康和营养检查调查(NHANES)。采用泊松回归分析单金属和多金属暴露与死亡率之间的关系。以下变量作为协变量进行调整:人口统计学变量(年龄、教育、性别和种族)、人体测量学变量(体重指数)、生活方式变量(家庭收入、血清可替宁类别和体力活动)和合并症(CVD 和糖尿病)。本研究共纳入来自 NHANES 的 26056 名受试者(平均随访时间为 7.4 年)。参与者的年龄范围为 20 至 85 岁。血液金属混合物与全因死亡率(RR=1.38,95%CI 1.25,1.51)、CVD 死亡率(RR=1.43,95%CI 1.06,1.94)和癌症死亡率(RR=1.41,95%CI 1.12,1.76)相关,而在所有关联的加权分位数总和(WQS)回归中,镉的权重最高。尿液金属混合物与全因(RR=1.48,95%CI 1.30,1.68)和癌症死亡率(RR=1.60,95%CI 1.02,2.52)风险增加相关。在血液和尿液金属混合物与癌症死亡率的关联中发现了性别差异。我们的研究表明,基于美国普通人群的大量样本,重金属混合物浓度与总体、CVD 和癌症死亡率之间可能存在正相关。然而,需要进一步的研究来证实这些重要发现。