Dose-response analysis of environmental exposure to multiple metals and their joint effects with fasting plasma glucose among occupational workers

被引:30
作者
Yang, Aimin [1 ,2 ]
Liu, Simin [2 ,7 ,8 ]
Cheng, Zhiyuan [3 ,4 ]
Pu, Hongquan [5 ]
Cheng, Ning [6 ]
Ding, Jiao [5 ]
Li, Juansheng [1 ]
Li, Haiyan [5 ]
Hu, Xiaobin [1 ]
Ren, Xiaowei [1 ]
Yang, Kehu [3 ,4 ]
Zheng, Tongzhang [2 ]
Bai, Yana [1 ]
机构
[1] Lanzhou Univ, Inst Epidemiol & Stat, Sch Publ Hlth, Lanzhou 730000, Gansu, Peoples R China
[2] Brown Univ, Dept Epidemiol, Sch Publ Hlth, Providence, RI 02912 USA
[3] Lanzhou Univ, Evidence Based Med Ctr, Coll Basic Med, Lanzhou 73000, Gansu, Peoples R China
[4] Lanzhou Univ, Key Lab Evidence Based Med & Knowledge Translat G, Coll Basic Med, Lanzhou 73000, Gansu, Peoples R China
[5] Jinchuan Grp Co Ltd, Workers Hosp, Jinchang 737103, Gansu, Peoples R China
[6] Lanzhou Univ, Ctr Med Lab, Lanzhou 730000, Gansu, Peoples R China
[7] Brown Univ, Rhode Isl Hosp, Dept Med Endocrinol, Providence, RI 02908 USA
[8] Brown Univ, Alpert Med Sch, Providence, RI 02908 USA
基金
美国国家卫生研究院;
关键词
Heavy metal; Glucose; Interaction; Occupation; Diabetes; NICKEL; CHEMICALS; COBALT; RISK;
D O I
10.1016/j.chemosphere.2017.08.002
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Objectives: Environmental exposure to metals may adversely affect cardiometabolic health. However, little data are available directly evaluating the roles of metal exposure in blood glucose of which dysfunction has been linked to diabetes. We aimed to evaluate the dose-response associations between fasting plasma glucose (FPG) and multiple urinary metals including nickel, cobalt, copper, zinc, and arsenic, as well as to examine their joint effects among occupational workers. Methods: We performed a population-based study of 464 workers in an ongoing occupational cohort study in China. Both spline and categorical analyses were used to evaluate the dose-response relationship between urinary metals levels and FPG. Results: We observed the J-shaped non-linear relationships between urinary nickel (P non linearity = 0.03) and zinc (P non-linearity < 0.01) with FPG by spline analyses. A negative linear relationship between urinary cobalt and FPG (P for nonlinearity = 0.06) was found, but no statistically significant associations between urinary copper and arsenic with FPG. In linear regression analyses, the regression coefficient for log-transferred FPG was 0.017 (95% confidence intervals [CI]: -0.003, 0.038) in the 4th quartile concentration of urinary nickel, compared with 1st quartile. The joint effects between urinary nickel and cobalt with FPG were also detected (P for interaction = 0.04). Conclusions: Multiple urinary metals, particularly nickel, zinc and cobalt, were associated with blood glucose among Chinese metal exposed workers, supporting the notion that metal exposure may play a critical role in diabetes development. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:314 / 321
页数:8
相关论文
共 41 条
[1]   Heavy Metal Poisoning and Cardiovascular Disease [J].
Alissa, Eman M. ;
Ferns, Gordon A. .
JOURNAL OF TOXICOLOGY, 2011, 2011
[2]  
[Anonymous], PAK J MED DENT
[3]  
Bai Y., 2016, INT J EPIDEMIOL
[4]   Nickel-exposed Workers in China: A Cohort Study [J].
Bai Ya Na ;
Yagn Ai Min ;
Pu Hong Quan ;
He Jie ;
Cheng Ning ;
Zheng Tong Zhang ;
Dai Min ;
Zhang Ya Wei ;
Bassing, Bryan A. ;
Wang Qiu Ying .
BIOMEDICAL AND ENVIRONMENTAL SCIENCES, 2014, 27 (03) :208-211
[5]  
Brauner E. V., 2014, ENV HLTH PERSPECT, V122
[6]  
Brereton R.G., 2003, Chemometrics: Data Analysis for the Laboratory and Chemical Plant
[7]   Heavy metals, islet function and diabetes development [J].
Chen, Ya Wen ;
Yang, Ching Yao ;
Huang, Chun Fa ;
Hung, Dong Zong ;
Leung, Yuk Man ;
Liu, Shing Hwa .
ISLETS, 2009, 1 (03) :169-176
[8]   Trace element levels in adults from the west coast of Canada and associations with age, gender, diet, activities,. and levels of other trace elements [J].
Clark, Nina A. ;
Teschke, Kay ;
Rideout, Karen ;
Copes, Ray .
CHEMOSPHERE, 2007, 70 (01) :155-164
[9]   Arsenic as an endocrine disruptor:: Effects of arsenic on estrogen receptor-mediated gene expression in vivo and in cell culture [J].
Davey, Jennifer C. ;
Bodwell, Jack E. ;
Gosse, Julie A. ;
Hamilton, Joshua W. .
TOXICOLOGICAL SCIENCES, 2007, 98 (01) :75-86
[10]   Dose-response analyses using restricted cubic spline functions in public health research [J].
Desquilbet, Loic ;
Mariotti, Francois .
STATISTICS IN MEDICINE, 2010, 29 (09) :1037-1057