Associations between long-term exposure to ambient particulate air pollution and type 2 diabetes prevalence, blood glucose and glycosylated hemoglobin levels in China

Environment International

Volumn 92-93, Issue , 2016, Pages 416-421

  Liu, Cong ^a   Yang, Changyuan ^a   Zhao, Yaohui ^b   Ma, Zongwei ^c   Bi, Jun ^c   Liu, Yang ^d   Meng, Xia ^d   Wang, Yafeng ^b   Cai, Jing ^a   Kan, Haidong ^a   Chen, Renjie ^a  

^a FUDAN UNIVERSITY   (China)

^b PEKING UNIVERSITY   (China)

^c NANJING UNIVERSITY   (China)

^d EMORY UNIVERSITY   (United States)

Author keywords

Cross sectional study; Fasting glucose; Fine particulate matter; Glycosylated hemoglobin; Type 2 diabetes mellitus

Indexed keywords

AIR POLLUTION; DEVELOPING COUNTRIES; GLUCOSE; GLYCOPROTEINS; HEMOGLOBIN; LOGISTIC REGRESSION;

CROSS-SECTIONAL STUDY; FINE PARTICULATE MATTER; FINE PARTICULATE MATTER (PM2.5); GLYCOSYLATED HEMOGLOBINS; LOGISTIC REGRESSION MODELS; MULTI-VARIABLE LINEAR REGRESSION; PARTICULATE AIR POLLUTION; TYPE 2 DIABETES MELLITUS;

PARTICLES (PARTICULATE MATTER);

HEMOGLOBIN A1C; GLYCOSYLATED HEMOGLOBIN;

AMBIENT AIR; ATMOSPHERIC POLLUTION; BASELINE SURVEY; DEVELOPING WORLD; DIABETES; DISEASE PREVALENCE; HEALTH IMPACT; HEALTH RISK; PARTICULATE MATTER; POLLUTION EXPOSURE; REGRESSION ANALYSIS;

ADULT; AGED; AIR POLLUTANT; AIR POLLUTION; AIR QUALITY; AMBIENT AIR; ARTICLE; BODY MASS; CHINA; CONTROLLED STUDY; CROSS-SECTIONAL STUDY; DISEASE ASSOCIATION; EDUCATIONAL STATUS; ENERGY RESOURCE; FASTING GLUCOSE; FEMALE; GLUCOSE BLOOD LEVEL; HEALTH SURVEY; HEMOGLOBIN BLOOD LEVEL; HUMAN; LONG TERM EXPOSURE; LONGITUDINAL STUDY; MAJOR CLINICAL STUDY; MALE; NON INSULIN DEPENDENT DIABETES MELLITUS; PARTICULATE MATTER; PREVALENCE; PRIORITY JOURNAL; RURAL AREA; SEX DIFFERENCE; SMOKING; ANALYSIS; ENVIRONMENTAL EXPOSURE; MIDDLE AGED; TOXICITY;

CHINA;

ADULT; AGED; AIR POLLUTANTS; BLOOD GLUCOSE; CHINA; CROSS-SECTIONAL STUDIES; DIABETES MELLITUS, TYPE 2; ENVIRONMENTAL EXPOSURE; FEMALE; GLYCATED HEMOGLOBIN A; HUMANS; LONGITUDINAL STUDIES; MALE; MIDDLE AGED; PARTICULATE MATTER; PREVALENCE;

EID: 84966293206     PISSN: 01604120     EISSN: 18736750     Source Type: Journal    
DOI: 10.1016/j.envint.2016.03.028     Document Type: Article

References (42)

1. American Diabetes Association Diagnosis and classification of diabetes mellitus. Diabetes Care 2014, 37(Suppl. 1):S81-S90.
2. Andersen Z.J., Raaschou-Nielsen O., Ketzel M., Jensen S.S., Hvidberg M., Loft S., Tjonneland A., Overvad K., Sorensen M. Diabetes incidence and long-term exposure to air pollution: a cohort study. Diabetes Care 2012, 35:92-98.
3. Balti E.V., Echouffo-Tcheugui J.B., Yako Y.Y., Kengne A.P. Air pollution and risk of type 2 diabetes mellitus: a systematic review and meta-analysis. Diabetes Res. Clin. Pract. 2014, 106:161-172.
4. Brauer M., Freedman G., Frostad J., van Donkelaar A., Martin R.V., Dentener F., Van Dingenen R., Estep K., Amini H., Apte J.S., Balakrishnan K., Barregard L., Broday D.M., Feigin V., Ghosh S., Hopke P.K., Knibbs L.D., Kokubo Y., Liu Y., Ma S., Morawska L., Texcalac Sangrador J.L., Shaddick G., Anderson H.R., Vos T., Forouzanfar M.H., Burnett R.T., Cohen A. Ambient air pollution exposure estimation for the global burden of disease 2013. Environ. Sci. Technol. 2015, 50:79-88.
5. Cesaroni G., Porta D., Badaloni C., Stafoggia M., Eeftens M., Meliefste K., Forastiere F. Nitrogen dioxide levels estimated from land use regression models several years apart and association with mortality in a large cohort study. Environ. Health 2012, 11:48.
6. Chen L., Zhou Y., Li S., Williams G., Kan H., Marks G.B., Morawska L., Abramson M.J., Chen S., Yao T., Qin T., Wu S., Guo Y. Air pollution and fasting blood glucose: a longitudinal study in China. Sci. Total Environ. 2015, 541:750-755.
7. Chuang K.J., Yan Y.H., Chiu S.Y., Cheng T.J. Long-term air pollution exposure and risk factors for cardiovascular diseases among the elderly in Taiwan. Occup. Environ. Med. 2011, 68:64-68.
8. Edelman D., Olsen M.K., Dudley T.K., Harris A.C., Oddone E.Z. Utility of hemoglobin A1c in predicting diabetes risk. J. Gen. Intern. Med. 2004, 19:1175-1180.
9. Esposito K., Petrizzo M., Maiorino M.I., Bellastella G., Giugliano D. Particulate matter pollutants and risk of type 2 diabetes: a time for concern?. Endocrine 2016, 51:32-37.
10. Eze I.C., Schaffner E., Fischer E., Schikowski T., Adam M., Imboden M., Tsai M., Carballo D., von Eckardstein A., Kunzli N., Schindler C., Probst-Hensch N. Long-term air pollution exposure and diabetes in a population-based Swiss cohort. Environ. Int. 2014, 70:95-105.
11. Eze I.C., Hemkens L.G., Bucher H.C., Hoffmann B., Schindler C., Kunzli N., Schikowski T., Probst-Hensch N.M. Association between ambient air pollution and diabetes mellitus in Europe and North America: systematic review and meta-analysis. Environ. Health Perspect. 2015, 123:381-389.
12. Fantuzzi G. Adipose tissue, adipokines, and inflammation. J. Allergy Clin. Immunol. 2005, 115:911-919. (quiz 920).
13. Fleisch A.F., Gold D.R., Rifas-Shiman S.L., Koutrakis P., Schwartz J.D., Kloog I., Melly S., Coull B.A., Zanobetti A., Gillman M.W., Oken E. Air pollution exposure and abnormal glucose tolerance during pregnancy: the project Viva cohort. Environ. Health Perspect. 2014, 122:378-383.
14. Gehring U., Heinrich J., Kramer U., Grote V., Hochadel M., Sugiri D., Kraft M., Rauchfuss K., Eberwein H.G., Wichmann H.E. Long-term exposure to ambient air pollution and cardiopulmonary mortality in women. Epidemiology 2006, 17:545-551.
15. Gillett M.J. International Expert Committee report on the role of the A1c assay in the diagnosis of diabetes: diabetes care 2009; 32(7): 1327-1334. Clin. Biochem. Rev. 2009, 30:197-200.
16. Guariguata L., Whiting D.R., Hambleton I., Beagley J., Linnenkamp U., Shaw J.E. Global estimates of diabetes prevalence for 2013 and projections for 2035. Diabetes Res. Clin. Pract. 2014, 103:137-149.
17. 2 land use regression models for historic exposure assessment in Great Britain. Environ. Sci. Technol. 2013, 47:7804-7811.
18. Janghorbani M., Momeni F., Mansourian M. Systematic review and metaanalysis of air pollution exposure and risk of diabetes. Eur. J. Epidemiol. 2014, 29:231-242.
19. Krzyzanowski M., Cohen A. Update of WHO air quality guidelines. Air Qual. Atmos. Health 2008, 1:7-13.
20. Li C., Fang D., Xu D., Wang B., Zhao S., Yan S., Wang Y. Main air pollutants and diabetes-associated mortality: a systematic review and meta-analysis. Eur. J. Endocrinol. 2014, 171:R183-R190.
21. Lim S.S., Vos T., Flaxman A.D., Danaei G., et al. A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990-2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet 2012, 380:2224-2260.
22. Liu C., Ying Z., Harkema J., Sun Q., Rajagopalan S. Epidemiological and experimental links between air pollution and type 2 diabetes. Toxicol. Pathol. 2013, 41:361-373.
23. Ma Z., Hu X., Sayer A.M., Levy R., Zhang Q., Xue Y., Tong S., Bi J., Huang L., Liu Y. Satellite-based spatiotemporal trends in PM concentrations: China, 2004-2013. Environ. Health Perspect. 2015, 124:184-192.
24. Meo S.A., Memon A.N., Sheikh S.A., Rouq F.A., Usmani A.M., Hassan A., Arian S.A. Effect of environmental air pollution on type 2 diabetes mellitus. Eur. Rev. Med. Pharmacol. Sci. 2015, 19:123-128.
25. Nicole W. Air pollution and diabetes risk: assessing the evidence to date. Environ. Health Perspect. 2015, 123:A134.
26. Park S.K., Wang W. Ambient air pollution and type 2 diabetes: a systematic review of epidemiologic research. Curr. Environ. Health Rep. 2014, 1:275-286.
27. Park S.K., Adar S.D., O'Neill M.S., Auchincloss A.H., Szpiro A., Bertoni A.G., Navas-Acien A., Kaufman J.D., Diez-Roux A.V. Long-term exposure to air pollution and type 2 diabetes mellitus in a multiethnic cohort. Am. J. Epidemiol. 2015, 181:327-336.
28. Puett R.C., Hart J.E., Schwartz J., Hu F.B., Liese A.D., Laden F. Are particulate matter exposures associated with risk of type 2 diabetes?. Environ. Health Perspect. 2011, 119:384-389.
29. Rajagopalan S., Brook R.D. Air pollution and type 2 diabetes: mechanistic insights. Diabetes 2012, 61:3037-3045.
30. Ren C., Melly S., Schwartz J. Modifiers of short-term effects of ozone on mortality in eastern Massachusetts - a case-crossover analysis at individual level. Environ. Health 2010, 9:3.
31. Sun Q., Wang A., Jin X., Natanzon A., Duquaine D., Brook R.D., Aguinaldo J.G., Fayad Z.A., Fuster V., Lippmann M., Chen L.C., Rajagopalan S. Long-term air pollution exposure and acceleration of atherosclerosis and vascular inflammation in an animal model. J. Am. Med. Assoc. 2005, 294:3003-3010.
32. Sun Q., Yue P., Deiuliis J.A., Lumeng C.N., Kampfrath T., Mikolaj M.B., Cai Y., Ostrowski M.C., Lu B., Parthasarathy S., Brook R.D., Moffatt-Bruce S.D., Chen L.C., Rajagopalan S. Ambient air pollution exaggerates adipose inflammation and insulin resistance in a mouse model of diet-induced obesity. Circulation 2009, 119:538-546.
33. To T., Zhu J.Q., Villeneuve P.J., Simatovic J., Feldman L., Gao C.W., Williams D., Chen H., Weichenthal S., Wall C., Miller A.B. Chronic disease prevalence in women and air pollution - a 30-year longitudinal cohort study. Environ. Int. 2015, 80:26-32.
34. Wang B., Xu D., Jing Z., Liu D., Yan S., Wang Y. Effect of long-term exposure to air pollution on type 2 diabetes mellitus risk: a systemic review and meta-analysis of cohort studies. Eur. J. Endocrinol. 2014, 171:R173-R182.
35. Xu Y., Wang L., He J., Bi Y., Li M., Wang T., Wang L., Jiang Y., Dai M., Lu J., Xu M., Li Y., Hu N., Li J., Mi S., Chen C.S., Li G., Mu Y., Zhao J., Kong L., Chen J., Lai S., Wang W., Zhao W., Ning G. Prevalence and control of diabetes in Chinese adults. J. Am. Med. Assoc. 2013, 310:948-959.
36. Yang G., Wang Y., Zeng Y., Gao G.F., Liang X., Zhou M., Wan X., Yu S., Jiang Y., Naghavi M., Vos T., Wang H., Lopez A.D., Murray C.J. Rapid health transition in China, 1990-2010: findings from the Global Burden of Disease Study 2010. Lancet 2013, 381:1987-2015.
37. Yuan X., Liu T., Wu L., Zou Z.Y., Li C. Validity of self-reported diabetes among middle-aged and older Chinese adults: the China Health and Retirement Longitudinal Study. BMJ Open 2015, 5:e006633.
38. Zanobetti A., Schwartz J. Are diabetics more susceptible to the health effects of airborne particles?. Am. J. Respir. Crit. Care Med. 2001, 164:831-833.
39. Zeger S.L., Diggle P.J. Correction: exposure measurement error in time-series air pollution studies. Environ. Health Perspect. 2001, 109:A517.
40. Zhang J., Yu K.F. What's the relative risk? A method of correcting the odds ratio in cohort studies of common outcomes. JAMA 1998, 280:1690-1691.
41. Zhao Y., Hu Y., Smith J.P., Strauss J., Yang G. Cohort profile: the China Health and Retirement Longitudinal Study (CHARLS). Int. J. Epidemiol. 2014, 43:61-68.
42. Zhao Y., Crimmins E.M., Hu P., Shen Y., Smith J.P., Strauss J., Wang Y., Zhang Y. Prevalence, diagnosis, and management of diabetes mellitus among older Chinese: results from the China Health and Retirement Longitudinal Study. Int. J. Public Health. 2016, 10.1007/s00038-015-0780-x.