Sex-specific associations of blood and urinary manganese levels with glucose levels, insulin resistance and kidney function in US adults: National health and nutrition examination survey 2011-2016
机构:
Chinese Univ Hong Kong, Prince Wales Hosp, Dept Med & Therapeut, Hong Kong, Peoples R ChinaLanzhou Univ, Coll Earth & Environm Sci, Sch Publ Hlth, Dept Epidemiol & Stat, Lanzhou, Gansu, Peoples R China
Yang, Aimin
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Cheng, Ning
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Lanzhou Univ, Dept Basic Med, Lanzhou, Gansu, Peoples R ChinaLanzhou Univ, Coll Earth & Environm Sci, Sch Publ Hlth, Dept Epidemiol & Stat, Lanzhou, Gansu, Peoples R China
Exposures to heavy metals play a role in the etiopathogenesis of diabetes. Epidemiological studies investigating a potential sex-specific linkage between manganese (Mn) exposures and glucose homeostasis are rare. We comprehensively estimated the associations of blood and urinary Mn levels with fasting plasma glucose (FPG), hemoglobin A1c (HbA1c), homeostasis model assessment for insulin resistance (HOMA-IR), insulin, and estimated glomerular filtration rate (eGFR) among 1417 adults in the US National Health and Nutrition Examination Survey (NHANES) 2011-2016. We further examined the potential heterogeneities by sex and joint-effects of multiple metal exposures by the Bayesian kernel machine regression (BKMR). Among women, we found positive linear relationships between urinary Mn with FPG (P-overall = 0.003, P-nonlinear = 0.817) and HbA1c (P-overall = 0.023, P-nonlinear = 0.854). Among men, J-shaped relationships were observed between blood Mn with HOMA-IR (P-nonlinear = 0.042) and insulin (P-nonlinear = 0.014). For eGFR, positive linear relationships were obserned among women for blood Mn (P-nonlinear = 0.549) and among both men and women for urinary Mn levels. The joint-effects of urinary Mn with molybdenum (Mo) on FPG and HbA1c, urinary Mn with cadmium (Cd) and cesium (Cs) on eGFR, and blood Mn with Cd and lead (Pb) on eGFR were detected. In summary, blood and urinary Mn levels were independently associated with glucose levels, insulin resistance and kidney function with potential sex-dependent heterogeneities. These findings emphasize the probable role of Mn in the regulation of glucose metabolism and kidney function, and confirm the need for more studies on sex-specific risk of diabetes. (C) 2020 Published by Elsevier Ltd.
机构:
Wenzhou Hosp Integrated Tradit Chinese & Western M, Dept Orthoped Surg, Wenzhou, Zhejiang, Peoples R ChinaWenzhou Hosp Integrated Tradit Chinese & Western M, Dept Orthoped Surg, Wenzhou, Zhejiang, Peoples R China
Xu, Bing
Chen, Zuo-xi
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Wenzhou Hosp Integrated Tradit Chinese & Western M, Dept Orthoped Surg, Wenzhou, Zhejiang, Peoples R ChinaWenzhou Hosp Integrated Tradit Chinese & Western M, Dept Orthoped Surg, Wenzhou, Zhejiang, Peoples R China
Chen, Zuo-xi
Zhou, Wu-jie
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Wenzhou Hosp Integrated Tradit Chinese & Western M, Dept Orthoped Surg, Wenzhou, Zhejiang, Peoples R ChinaWenzhou Hosp Integrated Tradit Chinese & Western M, Dept Orthoped Surg, Wenzhou, Zhejiang, Peoples R China
Zhou, Wu-jie
Su, Jia
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Wenzhou Hosp Integrated Tradit Chinese & Western M, Dept Orthoped Surg, Wenzhou, Zhejiang, Peoples R ChinaWenzhou Hosp Integrated Tradit Chinese & Western M, Dept Orthoped Surg, Wenzhou, Zhejiang, Peoples R China
Su, Jia
Zhou, Qiang
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Wenzhou Hosp Integrated Tradit Chinese & Western M, Dept Orthoped Surg, Wenzhou, Zhejiang, Peoples R ChinaWenzhou Hosp Integrated Tradit Chinese & Western M, Dept Orthoped Surg, Wenzhou, Zhejiang, Peoples R China
机构:
Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Cardiol, Guangzhou, Peoples R China
Brown Univ, Ctr Global Cardiometab Hlth, Dept Epidemiol, Providence, RI 02912 USA
Hong Kong Polytech Univ, Dept Appl Biol & Chem Technol, Hung Hom, Hong Kong, Peoples R ChinaGuangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Cardiol, Guangzhou, Peoples R China
Lo, Kenneth
Yang, Jing-Li
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Lanzhou Univ, Sch Publ Hlth, Dept Epidemiol & Stat, Coll Earth & Environm Sci, Lanzhou, Gansu, Peoples R ChinaGuangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Cardiol, Guangzhou, Peoples R China
Yang, Jing-Li
Chen, Chao-Lei
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Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Cardiol, Guangzhou, Peoples R ChinaGuangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Cardiol, Guangzhou, Peoples R China
Chen, Chao-Lei
Liu, Lin
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Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Cardiol, Guangzhou, Peoples R ChinaGuangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Cardiol, Guangzhou, Peoples R China
Liu, Lin
Huang, Yu-Qing
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Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Cardiol, Guangzhou, Peoples R ChinaGuangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Cardiol, Guangzhou, Peoples R China
Huang, Yu-Qing
Feng, Ying-Qing
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Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Cardiol, Guangzhou, Peoples R ChinaGuangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Cardiol, Guangzhou, Peoples R China
Feng, Ying-Qing
Yang, Ai-Min
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Chinese Univ Hong Kong, Hong Kong Inst Diabet & Obes, Hong Kong, Peoples R ChinaGuangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Dept Cardiol, Guangzhou, Peoples R China