Association of urinary metal profiles with altered glucose levels and diabetes risk: A population-based study in China

PLoS ONE

Volumn 10, Issue 4, 2015, Pages

  Feng, Wei ^a   Cui, Xiuqing ^a   Liu, Bing ^a   Liu, Chuanyao ^a   Xiao, Yang ^a   Lu, Wei ^a   Guo, Huan ^a   He, Meian ^a   Zhang, Xiaomin ^a   Yuan, Jing ^a   Chen, Weihong ^a   Wu, Tangchun ^a  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALUMINUM; ANTIMONY; BARIUM; CADMIUM; COBALT; COPPER; GLUCOSE; HEAVY METAL; LEAD; MOLYBDENUM; NICKEL; RUBIDIUM; SELENIUM; STRONTIUM; TITANIUM; TUNGSTEN; ZINC; GLUCOSE BLOOD LEVEL; TRACE ELEMENT;

ADULT; AGED; ARTICLE; CHINESE; CONTROLLED STUDY; CROSS-SECTIONAL STUDY; DIABETES MELLITUS; DISEASE ASSOCIATION; DYSGLYCEMIA; FEMALE; GLUCOSE BLOOD LEVEL; HUMAN; MALE; OUTCOME ASSESSMENT; POPULATION RESEARCH; PROSPECTIVE STUDY; RISK ASSESSMENT; RISK FACTOR; URINE LEVEL; ANALYSIS; BLOOD; CHINA; DIET RESTRICTION; FALSE POSITIVE RESULT; GLUCOSE TOLERANCE TEST; MIDDLE AGED; ODDS RATIO; QUALITY CONTROL; URINE;

ADULT; AGED; BLOOD GLUCOSE; CHINA; CROSS-SECTIONAL STUDIES; DIABETES MELLITUS; FALSE POSITIVE REACTIONS; FASTING; FEMALE; GLUCOSE TOLERANCE TEST; HUMANS; MALE; METALS, HEAVY; MIDDLE AGED; ODDS RATIO; QUALITY CONTROL; RISK FACTORS; TRACE ELEMENTS;

EID: 84929453537     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0123742     Document Type: Article

References (66)

1. Lawes CM, Parag V, Bennett DA, Suh I, Lam TH, Whitlock G, et al. Blood glucose and risk of cardiovascular disease in the Asia Pacific region. Diabetes Care. 2004; 27: 2836-2842. PMID: 15562194
2. Barr EL, Zimmet PZ, Welborn TA, Jolley D, Magliano DJ, Dunstan DW. et al. Risk of cardiovascular and all-cause mortality in individuals with diabetes mellitus, impaired fasting glucose, and impaired glucose tolerance: the Australian Diabetes, Obesity, and Lifestyle Study (AusDiab). Circulation. 2007; 116: 151-157. PMID: 17576864
3. Navas-Acien A, Guallar E, Silbergeld EK, Rothenberg SJ. Lead exposure and cardiovascular disease - a systematic review. Environ Health Perspect. 2007; 115: 472-482. PMID: 17431501
4. Agarwal S, Zaman T, Tuzcu EM, Kapadia SR. Heavy metals and cardiovascular disease: results from the National Health and Nutrition Examination Survey (NHANES) 1999-2006. Angiology. 2011; 62: 422-429. doi: 10.1177/0003319710395562 PMID: 21421632
5. Navas-Acien A, Silbergeld EK, Streeter RA, Clark JM, Burke TA, Guallar E. Arsenic exposure and type 2 diabetes: a systematic review of the experimental and epidemiological evidence. Environ Health Perspect. 2006; 114: 641-648. PMID: 16675414
6. Zierold KM, Knobeloch L, Anderson H. Prevalence of chronic diseases in adults exposed to arsenic-contaminated drinking water. Am J Public Health. 2004; 94: 1936-1937. PMID: 15514231
7. Lewis DR, Southwick JW, Ouellet-Hellstrom R, Rench J, Calderon RL. Drinking water arsenic in Utah: A cohort mortality study. Environ Health Perspect. 1999; 107: 359-365. PMID: 10210691
8. Navas-Acien A, Silbergeld EK, Pastor-Barriuso R, Guallar E. Arsenic exposure and prevalence of type 2 diabetes in US adults. JAMA. 2008; 300: 814-822. doi: 10.1001/jama.300.7.814 PMID: 18714061
9. Navas-Acien A, Silbergeld EK, Pastor-Barriuso R, Guallar E. Rejoinder: Arsenic exposure and prevalence of type 2 diabetes: updated findings from the National Health Nutrition and Examination Survey, 2003-2006. Epidemiology. 2009; 20: 816-820; discussion e811-812. doi: 10.1097/EDE.0b013e3181afef88 PMID: 19713856
10. Steinmaus C, Yuan Y, Liaw J, Smith AH. Low-level population exposure to inorganic arsenic in the United States and diabetes mellitus: a reanalysis. Epidemiology. 2009; 20: 807-815. doi: 10.1097/EDE.0b013e3181b0fd29 PMID: 19652600
11. Schwartz GG, Il'yasova D, Ivanova A. Urinary cadmium, impaired fasting glucose, and diabetes in the NHANES III. Diabetes Care. 2003; 26: 468-470. PMID: 12547882
12. Swaddiwudhipong W, Mahasakpan P, Limpatanachote P, Krintratun S. Correlations of urinary cadmium with hypertension and diabetes in persons living in cadmium-contaminated villages in northwestern Thailand: A population study. Environ Res. 2010; 110: 612-616. doi: 10.1016/j.envres.2010.06.002 PMID: 20561611
13. Moon SS. Association of lead, mercury and cadmium with diabetes in the Korean population: the Korea National Health and Nutrition Examination Survey (KNHANES) 2009-2010. Diabet Med. 2013; 30: e143-e148. doi: 10.1111/dme.12103 PMID: 23278294
14. Wu F, Fu Z, Liu B, Mo C, Chen B, Corns W, et al. Health risk associated with dietary co-exposure to high levels of antimony and arsenic in the world's largest antimony mine area. Sci Total Environ. 2011; 409: 3344-3351. doi: 10.1016/j.scitotenv.2011.05.033 PMID: 21684578
15. Fraga CG. Relevance, essentiality and toxicity of trace elements in human health. Mol Aspects Med. 2005; 26: 235-244. PMID: 16125765
16. Yang CY, Wu ML, Chou YY, Li SY, Deng JF, Yang WC, et al. Essential trace element status and clinical outcomes in long-term dialysis patients: a two-year prospective observational cohort study. Clin Nutr. 2012; 31: 630-636. doi: 10.1016/j.clnu.2012.02.008 PMID: 22405403
17. Maxwell P, Salnikow K. HIF-1: an oxygen and metal responsive transcription factor. Cancer Biol Ther. 2004; 3: 29-35. PMID: 14726713
18. Siddiqui K, Bawazeer N, Joy SS. Variation in Macro and Trace Elements in Progression of Type 2 Diabetes. ScientificWorldJournal. 2014; 2014: 461591. doi: 10.1155/2014/461591 PMID: 25162051
19. Kazi TG, Afridi HI, Kazi N, Jamali MK, Arain MB, Jalbani N. et al. Copper, chromium, manganese, iron, nickel, and zinc levels in biological samples of diabetes mellitus patients. Biol Trace Elem Res. 2008; 122: 1-18. doi: 10.1007/s12011-007-8062-y PMID: 18193174
20. Jayawardena R, Ranasinghe P, Galappatthy P, Malkanthi R, Constantine G, Katulanda P. Effects of zinc supplementation on diabetes mellitus: a systematic review and meta-analysis. Diabetol Metab Syndr. 2012; 4: 13. doi: 10.1186/1758-5996-4-13 PMID: 22515411
21. Laclaustra M, Navas-Acien A, Stranges S, Ordovas JM, Guallar E. Serum selenium concentrations and diabetes in U.S. adults: National Health and Nutrition Examination Survey (NHANES) 2003-2004. Environ Health Perspect. 2009; 117: 1409-1413. doi: 10.1289/ehp.0900704 PMID: 19750106
22. Rajpathak S, Rimm E, Morris JS, Hu F. Toenail selenium and cardiovascular disease in men with diabetes. J Am Coll Nutr. 2005; 24: 250-256. PMID: 16093402
23. Kumar V, Gill KD. Oxidative stress and mitochondrial dysfunction in aluminium neurotoxicity and its amelioration: a review. Neurotoxicology. 2014; 41: 154-166. doi: 10.1016/j.neuro.2014.02.004 PMID: 24560992
24. Sha B, Gao W, Wang S, Li W, Liang X, Xu F, et al. Nano-titanium dioxide induced cardiac injury in rat under oxidative stress. Food Chem Toxicol. 2013; 58: 280-288. doi: 10.1016/j.fct.2013.04.050 PMID: 23665316
25. Hegde KR, Varma SD. Combination of glycemic and oxidative stress in lens: implications in augmentation of cataract formation in diabetes. Free Radic Res. 2005; 39: 513-517. PMID: 16036327
26. Xu M, Dai DZ, Zhang Q, Cheng YS, Dai Y. Upregulated NADPH oxidase contributes to diabetic testicular complication and is relieved by strontium fructose 1,6-diphosphate. Exp Clin Endocrinol Diabetes. 2010; 118: 459-465. doi: 10.1055/s-0030-1248325 PMID: 20200810
27. Lilley TM, Ruokolainen L, Meierjohann A, Kanerva M, Stauffer J, Laine VN. et al. Resistance to oxidative damage but not immunosuppression by organic tin compounds in natural populations of Daubenton's bats (Myotis daubentonii). Comp Biochem Physiol C Toxicol Pharmacol. 2013; 157: 298-305. doi: 10.1016/j.cbpc.2013.01.003 PMID: 23369694
28. Purdey M. Chronic barium intoxication disrupts sulphated proteoglycan synthesis: a hypothesis for the origins of multiple sclerosis. Med Hypotheses. 2004; 62: 746-754. PMID: 15082100
29. Nakhaee A, Bokaeian M, Akbarzadeh A, Hashemi M. Sodium tungstate attenuate oxidative stress in brain tissue of streptozotocin-induced diabetic rats. Biol Trace Elem Res. 2010; 136: 221-231. doi: 10.1007/s12011-009-8537-0 PMID: 19834650
30. Eskandari MR, Mashayekhi V, Aslani M, Hosseini MJ. Toxicity of thallium on isolated rat liver mitochondria: the role of oxidative stress and MPT pore opening. Environ Toxicol. 2015; 30: 232-241. doi: 10.1002/tox.21900 PMID: 23996974
31. Vicente-Vicente L, Quiros Y, Pérez-Barriocanal F, López-Novoa JM, López-Hernández FJ, Morales AI. Nephrotoxicity of uranium: pathophysiological, diagnostic and therapeutic perspectives. Toxicol Sci. 2010; 118: 324-347. doi: 10.1093/toxsci/kfq178 PMID: 20554698
32. Molgat AS, Tilokee EL, Rafatian G, Vulesevic B, Ruel M, Milne R, et al. Hyperglycemia inhibits cardiac stem cell-mediated cardiac repair and angiogenic capacity. Circulation. 2014; 130: S70-S76. doi: 10.1161/CIRCULATIONAHA.113.007908 PMID: 25200058
33. Feng W, He X, Chen M, Deng S, Qiu G, Li X, et al. Urinary metals and heart rate variability: a cross-sectional study of urban adults in Wuhan, China. Environ Health Perspect. 2015; 123: 217-222. doi: 10.1289/ehp.1307563 PMID: 25356836
34. Gallieni M, Brancaccio D, Cozzolino M, Sabbioni E. Trace elements in renal failure: are they clinically important? Nephrol Dial Transplant. 1996; 11: 1232-1235. PMID: 8672011
35. World Health Organization (WHO). Biological monitoring of chemical exposure in the workplace: guidelines. Geneva: World Health Organization. 1996; 1. Available: http://www.who.int/iris/handle/10665/41856
36. American Diabetes Association. Diagnosis and classification of diabetes mellitus. Diabetes Care. 2014; 37: S81-S90. doi: 10.2337/dc14-S081 PMID: 24357215
37. Heitland P, Köster HD. Biomonitoring of 30 trace elements in urine of children and adults by ICP-MS. Clin Chim Acta. 2006; 365: 310-318. PMID: 16248993
38. Linsinger T. Comparison of measurement result with the certified value. ERM Application Note 1. 2005. Available: https://ec.europa.eu/jrc/sites/default/files/erm-application-note-1-en.pdf Accessed 12 March 2015.
39. Greenland S. Modeling and variable selection in epidemiologic analysis. Am J Public Health. 1989; 79: 340-349. PMID: 2916724
40. Zeng Q, Zhou B, Feng W, Wang YX, Liu AL, Yue J. et al. Associations of urinary metal concentrations and circulating testosterone in Chinese men. Reprod Toxicol. 2013; 41: 109-114. doi: 10.1016/j.reprotox.2013.06.062 PMID: 23791927
41. Barr DB, Wilder LC, Caudill SP, Gonzalez AJ, Needham LL, Pirkle JL. Urinary creatinine concentrations in the U.S. population: implications for urinary biologic monitoring measurements. Environ Health Perspect. 2005; 113: 192-200. PMID: 15687057
42. Schisterman EF, Whitcomb BW, Louis GM, Louis TA. Lipid adjustment in the analysis of environmental contaminants and human health risks. Environ Health Perspect. 2005; 113: 853-857. PMID: 16002372
43. Pike N. Using false discovery rates for multiple comparisons in ecology and evolution. Methods Ecol Evol. 2011; 2: 278-282.
44. Walton FS, Harmon AW, Paul DS, Drobná Z, Patel YM, Styblo M. Inhibition of insulin-dependent glucose uptake by trivalent arsenicals: possible mechanism of arsenic-induced diabetes. Toxicol Appl Pharmacol. 2004; 198: 424-433. PMID: 15276423
45. Paul DS, Harmon AW, Devesa V, Thomas DJ, Stýblo M. Molecular mechanisms of the diabetogenic effects of arsenic: inhibition of insulin signaling by arsenite and methylarsonous acid. Environ Health Perspect. 2007; 115: 734-742. PMID: 17520061
46. Bell RR, Early JL, Nonavinakere VK, Mallory Z. Effect of cadmium on blood glucose level in the rat. Toxicol Lett. 1990; 54: 199-205. PMID: 2260118
47. Serdar MA, Bakir F, Hasimi A, Celik T, Akin O, Kenar L, et al. Trace and toxic element patterns in nonsmoker patients with noninsulin-dependent diabetes mellitus, impaired glucose tolerance, and fasting glucose. Int J Diabetes Dev Ctries, 2009; 29: 35-40. doi: 10.4103/0973-3930.50713 PMID: 20062562
48. Afridi HI, Kazi TG, Kazi N, Jamali MK, Arain MB, Jalbani N, et al. Evaluation of status of toxic metals in biological samples of diabetes mellitus patients. Diabetes Res Clin Pract. 2008; 80: 280-288. doi: 10.1016/j.diabres.2007.12.021 PMID: 18276029
49. Fukui Y, Miki M, Ukai H, Okamoto S, Takada S, Higashikawa K, et al. Urinary lead as a possible surrogate of blood lead among workers occupationally exposed to lead. Int Arch Occup Environ Health. 1999; 72: 516-520. PMID: 10592003
50. Mahaffey KR. Nutritional factors and susceptibility to lead toxicity. Environ Health Perspect. 1974; 7: 107-112. PMID: 4831135
51. Brooks AP, Metcalfe J, Day JL, Edwards MS. Iron deficiency and glycosylated haemoglobin A. Lancet. 1980; 2: 141. PMID: 6105306
52. Koenig RJ, Peterson CM, Kilo C, Cerami A, Williamson JR. Hemoglobin AIc as an indicator of the degree of glucose intolerance in diabetes. Diabetes. 1976; 25: 230-232. PMID: 1254113
53. Yarat A, Nokay S, Ipbüker A, Emekli N. Serum nickel levels of diabetic patients and healthy controls by AAS with a graphite furnace. Biol Trace Elem Res. 1992; 35: 273-280. PMID: 1283693
54. Aguilar MV, Saavedra P, Arrieta FJ, Mateos CJ, González MJ, Meseguer I, et al. Plasma mineral content in type-2 diabetic patients and their association with the metabolic syndrome. Ann Nutr Metab. 2007; 51: 402-406. PMID: 17851234
55. Cartañà J, Arola L. Nickel-induced hyperglycaemia: the role of insulin and glucagon. Toxicology. 1992; 71: 181-192. PMID: 1729765
56. Masad A, Hayes L, Tabner BJ, Turnbull S, Cooper LJ, Fullwood NJ, et al. Copper-mediated formation of hydrogen peroxide from the amylin peptide: a novel mechanism for degeneration of islet cells in type-2 diabetes mellitus? FEBS Lett. 2007; 581: 3489-3493. PMID: 17617411
57. Chimienti F, Devergnas S, Favier A, Seve M. Identification and cloning of a beta-cell-specific zinc transporter, ZnT-8, localized into insulin secretory granules. Diabetes. 2004; 53: 2330-2337. PMID: 15331542
58. Ferdousi S, Mia AR. Serum levels of copper and zinc in newly diagnosed type-2 diabetic subjects. Mymensingh Med J. 2012; 21: 475-478. PMID: 22828546
59. Shan Z, Bao W, Zhang Y, Rong Y, Wang X, Jin Y, et al. Interactions between zinc transporter-8 gene (SLC30A8) and plasma zinc concentrations for impaired glucose regulation and type 2 diabetes. Diabetes. 2014; 63: 1796-1803. doi: 10.2337/db13-0606 PMID: 24306209
60. Chausmer AB. Zinc, insulin and diabetes. J Am Coll Nutr. 1998; 17: 109-115. PMID: 9550453
61. Brandão-Neto J, Silva CA, Shuhama T, Silva JA, Oba L. Renal handling of zinc in insulin-dependent diabetes mellitus patients. Biometals. 2001; 14: 75-80. PMID: 11368278
62. Akbaraly TN, Arnaud J, Rayman MP, Hininger-Favier I, Roussel AM, Berr C, et al. Plasma selenium and risk of dysglycemia in an elderly French population: results from the prospective Epidemiology of Vascular Ageing Study. Nutr Metab (Lond). 2010; 7: 21. doi: 10.1186/1743-7075-7-21 PMID: 20298544
63. Czernichow S, Couthouis A, Bertrais S, Vergnaud AC, Dauchet L, Galan P, et al. Antioxidant supplementation does not affect fasting plasma glucose in the Supplementation with Antioxidant Vitamins and Minerals (SU.VI.MAX) study in France: association with dietary intake and plasma concentrations. Am J Clin Nutr. 2006; 84: 395-399. PMID: 16895889
64. Rayman MP. Selenium and human health. Lancet. 2012; 379: 1256-1268. doi: 10.1016/S0140-6736(11)61452-9 PMID: 22381456
65. Thompson KH, Chiles J, Yuen VG, Tse J, McNeill JH, Orvig C. Comparison of anti-hyperglycemic effect amongst vanadium, molybdenum and other metal maltol complexes. J Inorg Biochem. 2004; 98: 683-690. PMID: 15134913
66. Zeger SL, Thomas D, Dominici F, Samet JM, Schwartz J, Dockery D. et al. Exposure measurement error in time-series studies of air pollution: concepts and consequences. Environ Health Perspect. 2000; 108: 419-426. PMID: 10811568