Association of long-term exposure to transportation noise and traffic-related air pollution with the incidence of diabetes: A prospective cohort study

Environmental Health Perspectives

Volumn 125, Issue 8, 2017, Pages

  Clark, Charlotte ^a   Sbihi, Hind ^b   Tamburic, Lillian ^b   Brauer, Michael ^b   Frank, Lawrence D ^b   Davies, Hugh W ^b  

^a QUEEN MARY UNIVERSITY OF LONDON   (United Kingdom)

^b UNIVERSITY OF BRITISH COLUMBIA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

NITRIC OXIDE; NITROGEN DIOXIDE; EXHAUST GAS;

ADULT; AGED; ARTICLE; COHORT ANALYSIS; DIABETES MELLITUS; ENVIRONMENTAL EXPOSURE; EXHAUST GAS; HEALTH INSURANCE; HUMAN; ICD-10; ICD-9; INCIDENCE; LONG TERM EXPOSURE; MAJOR CLINICAL STUDY; OBESITY; PARTICULATE MATTER; PRIORITY JOURNAL; PROSPECTIVE STUDY; TRAFFIC NOISE; VERY ELDERLY; AIR POLLUTION; ANALYSIS; BRITISH COLUMBIA; CARDIOVASCULAR DISEASES; FEMALE; MALE; MIDDLE AGED; STATISTICS AND NUMERICAL DATA;

AGED; AGED, 80 AND OVER; AIR POLLUTION; BRITISH COLUMBIA; CARDIOVASCULAR DISEASES; DIABETES MELLITUS; ENVIRONMENTAL EXPOSURE; FEMALE; HUMANS; MALE; MIDDLE AGED; NOISE, TRANSPORTATION; VEHICLE EMISSIONS;

EID: 85031721368     PISSN: 00916765     EISSN: 15529924     Source Type: Journal    
DOI: 10.1289/EHP1279     Document Type: Article

References (48)

1. Allen RW, Davies H, Cohen MA, Mallach G, Kaufman JD, Adar SD. 2009. The spatial relationship between traffic-generated air pollution and noise in 2 US cities. Environ Res 109(3):334-342, PMID: 19193368, https://doi.org/!0.1016/j.envres.2008.12.006.
2. Andersen ZJ, Raascou-Nielsen O, Ketzel M, Jensen SS, Hvidberg M, Loft S, et al. 2012. Diabetes incidence and long-term exposure to air pollution: A cohort study. Diabetes Care 35(1):92-98, PMID: 22074722, https://doi.org/10.2337/dc11-1155.
3. Astell-Burt T, Feng X, Kolt GS. 2014. Is neighborhood green space associated with a lower risk of type 2 diabetes? Evidence from 267,072 Australians. Diabetes Care 37(1):197-201, PMID: 24026544, https://doi.org/10.2337/dc13-1325.
4. Babisch W. 2014. Updated exposure-response relationship between road traffic noise and coronary heart diseases: a meta-analysis. Noise Health 16(68):1-9, PMID: 24583674, https://doi.org/10.4103/1463-1741.127847.
5. Balti EV, Echouffo-Tcheugui JB, Yako YY, Kengne AP. 2014. Air pollution and risk of type 2 diabetes mellitus: A systematic review and meta-analysis. Diabetes Res Clin Pract 106(2):161-172, PMID: 25262110, https://doi.org/10.1016/j. diabres.2014.08.010.
6. Basner M, Babisch W, Davis A, Brink M, Clark C, Janssen S, et al. 2014. Auditory and non-auditory effects of noise on health. Lancet 383(9925):1325-1332, PMID: 24183105, https://doi.org/10.1016/S0140-6736(13)61613-X.
7. Bertazzon S, Johnson M, Eccles K, Kaplan GG. 2015. Accounting for spatial effects in land use regression for urban air pollution modeling. Spat Spatiotemporal Epidemiol 14-15:9-21, PMID: 26530819, https://doi.org/10.1016/j.sste.2015.06.002.
8. British Columbia Ministry of Health. Discharge abstract database (hospital separations). V2. Population data BC, data extract. https://www.popdata.bc.ca/ data/[accessed 15 October 2014].
9. British Columbia Ministry of Health. Medical services plan (MSP) payment information file. V2. Population data BC. https://www.popdata.bc.ca/data/ [accessed 15 October 2014].
10. British Columbia Vital Statistics Agency. Vital statistics deaths. V2. Population data BC. Vital statistics agency. 2009. http://www.popdata.bc.ca/data[accessed 15 October 2014].
11. Chamberlayne R, Green B, Barer ML, Hertzman C, Lawrence WJ, Sheps SB. 1998. Creating a population-based linked health database: a new resource for health services research. Can J Public Health 89(4):270-273, PMID: 9735524.
12. Chen H, Burnett RT, Kwong JC, Villeneuve PJ, Goldberg MS, Brook RD, et al. 2013. Risk of incident diabetes in relation to long-term exposure to fine particulate matter in Ontario, Canada. Environ Health Perspect 121(7):804-810, PMID: 23632126, https://doi.org/10.1289/ehp.1205958.
13. Chin MT. 2015. Basic mechanisms for adverse cardiovascular events associated with air pollution. Heart 101(4):253-256, PMID: 25552258, https://doi.org/10.1136/ heartjnl-2014-306379.
14. Creatore MI, Glazier RH, Moineddin R, Fazli GS, Johns A, Gozdyra P, et al. 2016. Association of neighborhood walkability with change in overweight, obesity and diabetes. JAMA 315(20):2211-2220, PMID: 27218630, https://doi.org/10. 1001/jama.2016.5898.
15. Eriksson C, Hilding A, Pyko A, Bluhm G, Pershagen G, Ostenson CG. 2014. Longterm aircraft noise exposure and body mass index, waist circumference, and type 2 diabetes: a prospective study. Environ Health Perspect 122(7):687-694, PMID: 24800763, https://doi.org/10.1289/ehp.1307115.
16. Eze IC, Hemkens LG, Bucher HC, Hoffmann B, Schindler C, Kunzli N, et al. 2015. Association between ambient air pollution and diabetes mellitus in Europe and North America: Systematic review and meta-analysis. Environ Health Perspect 123(5):381-389, PMID:25625876, https://doi.org/10.1289/ehp.1307823.
17. Frank LD, Andresen M, Schmid TL. 2004. Obesity relationships with community design, physical activity, and time spent in cars. Am J Prev Med 27(2):87-96, PMID: 15261894, https://doi.org/10.1016/j.amepre.2004.04.011.
18. Frank LD, Schmid TL, Sallis JF, Chapman JE, Saelens BE. 2005. Linking objectively measured physical activity with objectively measured urban form: Findings from SMARTRAQ. Am J Prev Med 28(2 suppl 2):117-125, PMID: 15694519, https://doi.org/10.1016Zj.amepre.2004.11.001.
19. Frank LD, Sallis J, Saelens B, Leary L, Cain K, Conway T, et al. 2010. The development of a walkability index: Application to the neighborhood quality of life study. Br J Sports Med 44(13):924-933, PMID: 19406732, https://doi.org/10.1136/ bjsm.2009.058701.
20. Gan WQ, Davies HW, Koehoorn M, Brauer M. 2012a. Association of long-term exposure to community noise and traffic-related air pollution with coronary heart disease mortality. Am J Epidemiol 175(9):898-906, PMID: 22491084, https://doi.org/ 10.1093/aje/kwr424.
21. Gan WQ, McLean K, Brauer M, Chiarello SA, Davies HW. 2012b. Modeling population exposure to community noise and air pollution in a large metropolitan area. Environ Res 116:11-16, PMID: 22520824, https://doi.org/10.1016/j_envres.2012.04.001.
22. Henderson SB, Beckerman B, Jerrett M, Brauer M. 2007. Application of land use regression to estimate long-term concentrations of traffic-related nitrogen oxides and fine particulate matter. Environ Sci Technol 41(7):2422-2428, PMID: 17438795, https://doi.org/10.1021/es0606780.
23. Hystad P, Davies HW, Frank L, Van Loon J, Gehring U, Tamburic L, et al. 2014. Residential greenness and birth outcomes: evaluating the influence of spatially correlated built-environment factors. Environ Health Perspect 122(10):1095-1102, PMID: 25014041, https://doi.org/10.1289/ehp.1308049.
24. James P, Hart JE, Laden F. 2015. Neighborhood walkability and particulate air pollution in a nationwide cohort of women. Environ Res 142:703-711, PMID: 26397775, https://doi.org/10.1016/j.envres.2015.09.005.
25. Kramer U, Herder C, Sugiri D, Strassburger K, Schikowski T, Ranft U, et al. 2010. Traffic-related air pollution and incident type 2 diabetes: Results from the SALIA cohort study. Environ Health Perspect 118(9):1273-1279, PMID: 20504758, https://doi.org/10.1289/ehp.0901689.
26. Li C, Fang D, Xu D, Wang B, Zhao S, Yan S, et al. 2014. Main air pollutants and diabetes-associated mortality: A systematic review and meta-analysis. Eur J Endocrinol 171(5):R183-R190, PMID: 25298377, https://doi.org/10.1530/EJE-14-0287.
27. Lix LM, Yogendran MS, Shaw SY, Burchill C, Metge C, Bond R. 2008. Population-based data sources for chronic disease surveillance. Chronic Dis Can 29(1):31-38, PMID: 19036221.
28. Oftedal B, Krog NH, Pyko A, Eriksson C, Graff-Iversen S, Haugen M, et al. 2015. Road traffic noise and markers of obesity -a population-based study. Environ Res 138:144-153, PMID: 25710788, https://doi.org/10.1016/j.envres.2015.01.011.
29. Paquet C, Coffee NT, Haren MT, Howard NJ, Adams RJ, Taylor AW, et al. 2014. Food environment, walkability, and public open spaces are associated with incident development of cardio-metabolic risk factors in a biomedical cohort. Health Place 28:173-176, PMID: 24880234, https://doi.org/10.1016Zj.healthplace.2014.05.001.
30. PHAC (Public Health Agency of Canada). 2011. Diabetes in Canada: Facts and figures from a Public Health Perspective. Ottawa, Canada:Public Health Agency of Canada.
31. Pyko A, Eriksson C, Oftendal B, Hilding A, Ostenson CG, Krog NH, et al. 2015. Exposure to traffic noise and markers of obesity. Occup Environ Med 72(8):594-601, PMID: 26009579, https://doi.org/10.1136/oemed-2014-102516.
32. Rana A, de Souza RJ, Kandasamy S, Lear SA, Anand SS. 2014. Cardiovascular risk among South Asians living in Canada: a systematic review and meta-analysis. CMAJ Open 2(3):E183-E191, PMID: 25295238, https://doi.org/10.9778/cmajo.20130064.
33. Rao M, George LA, Rosenstiel TN, Shandas VAD. 2014. Assessing the relationship among urban trees, nitrogen dioxide, and respiratory health. Environ Pollut 194:96-104, https://doi.org/10.1016/j.envpol.2014.07.011.
34. Recio A, Linares C, Ramon Banegas J, Diaz J. 2016. Road traffic noise effects on cardiovascular, respiratory, and metabolic health: an integrative model of biological mechanisms. Environ Res 146:359-350, https://doi.org/10.1016/j.envres.2015.12.036.
35. Rich K. 2002. Air Pollution and Patients with Implanted Cardiac Defibrillators: an Epidemiological Analysis and Assessment of Exposure [Master's Thesis]. Vancouver, BC:University of British Columbia.
36. Setton EM, Hystad PW, Keller CP. 2005. Road classification schemes -good indicators of traffic volume? http://web.uvic.ca/~ssrl01/SSRLtemp/SSL05-014-TRAFFIC.pdf [accessed 11 July 2001].
37. Sorensen M, Andersen ZJ, Nordsborg RB, Becker T, Tjonneland A, Overvad K, et al. 2013. Long-term exposure to road traffic noise and incident diabetes: a cohort study. Environ Health Perspect 121(2):217-222, PMID: 23229017, https://doi.org/10.1289/ehp.1205503.
38. Sorensen M, Hjorteberg D, Eriksen KT, Ketzel M, Tjonneland A, Overvad K, et al. 2015. Exposure to long-term air pollution and road traffic noise in relation to cholesterol: a cross-sectional study. Environ Int 85:238-243, PMID: 26425807, https://doi.org/10.1016/j.envint.2015.09.021.
39. Su JG, Jerrett M, de Nazelle A, Wolch J. 2011. Does exposure to air pollution in urban parks have socioeconomic, racial or ethnic gradients? Environ Res 111(3):319-328, https://doi.org/10.1016/j.envres.2011.01.002.
40. Sundquist K, Eriksson U, Mezuk B, Ohlsson H. 2015. Neighborhood walkability, deprivation and incidence of type 2 diabetes: a population-based study on 512,061 Swedish adults. Health Place 31:24-30, PMID: 25463914, https://doi.org/ 10.1016/j.healthplace.2014.10.011.
41. Thiering E, Heinrich J. 2015. Epidemiology of air pollution and diabetes. Trends Endocrinol Metab 26(7):384-394, PMID: 26068457, https://doi.org/10.1016/j.tem.2015.05.002.
42. Thiering E, Markevych I, Bruske I, Fuertes E, Kratzsch J, Sugiri D et al. 2016. Associations of residential long-term air pollution exposures and satellite-derived greenness with insulin resistance in German adolescents. Environ Health Perspect 124(8):1291-1298, PMID: 26863688, https://doi.org/10.1289/ehp. 1509967.
43. Transport Canada. 2005. Tp 1247 -aviation -land use in the vicinity of airports. https:// www.tc.gc.ca/eng/civilaviation/publications/tp1247-menu-1418.htm[accessed 11 July 2001].
44. Wang B, Xu D, Jing Z, Liu D, Yan S, Wang Y. 2014. Effect of long-term exposure to air pollution on type 2 diabetes mellitus risk: a systemic review and metaanalysis of cohort studies. Eur J Endocrinol 171(5):R173-R182, PMID: 25298376, https://doi.org/10.1530/EJE-14-0365.
45. Wang R, Henderson SB, Sbihi H, Allen RW, Brauer M. 2012. Temporal stability of land use regression models for traffic-related air pollution. Atmos Environ 34:312-319, https://doi.org/10.1016/j.atmosenv.2012.09.056.
46. WHO (World Health Organization). 1977. International Statistical Classification of Diseases 9th Revision. Geneva, Switzerland:World Health Organization. http:// apps.who.int/iris/handle/10665/40492[accessed 1 August 2017].
47. WHO. 2010. International Statistical Classification of Diseases and Related Health Problems, 10th Revision. Geneva, Switzerland:World Health Organization. http:// apps.who.int/classifications/icd10/browse/2010/en[accessed 1 August 2017].
48. WHO. 2011. Burden of Disease from Environmental Noise: Quantification of Healthy Life Years Lost in Europe. Geneva, Switzerland:World Health Organization. http://www.who.int/quantifying_ehimpacts/publications/e94888/en/ [accessed 1 August 2017].