Skip to main content
Have a personal or library account? Click to login
A Global Analysis of Associations between Fine Particle Air Pollution and Cardiovascular Risk Factors: Feasibility Study on Data Linkage Cover

A Global Analysis of Associations between Fine Particle Air Pollution and Cardiovascular Risk Factors: Feasibility Study on Data Linkage

Open Access
|Aug 2020

References

  1. Vos T, Abajobir AA, Abbafati C, et al. Global, regional, and national incidence, prevalence, and years lived with disability for 328 diseases and injuries for 195 countries, 1990–2016: A systematic analysis for the Global Burden of Disease Study 2016. Lancet. 2017; 390: 12111259. DOI: 10.1016/S0140-6736(17)32154-2
  2. Perk J, De Backer G, Gohlke H, et al. European Guidelines on Cardiovascular Disease Prevention in Clinical Practice (Version 2012). Int J Behav Med. 2012; 19: 403488. DOI: 10.1007/s12529-012-9242-5
  3. Piepoli MF, Hoes AW, Agewall S, et al. 2016 European Guidelines on cardiovascular disease prevention in clinical practice: The Sixth Joint Task Force of the European Society of Cardiology and Other Societies on Cardiovascular Disease Prevention in Clinical Practice (constituted by rrepresentatives of 10 societies and by invited experts). Atherosclerosis. 2016; 252: 207274. DOI: 10.1016/j.atherosclerosis.2016.05.037
  4. Cosselman KE, Navas-acien A, Kaufman JD. Environmental factors in cardiovascular disease. Nat Rev Cardiol. 2015; 12: 627642. DOI: 10.1038/nrcardio.2015.152
  5. Newby DE, Mannucci PM, Tell GS, et al. Expert position paper on air pollution and cardiovascular disease. Eur Heart J. 2015; 36: 8393. DOI: 10.1093/eurheartj/ehu458
  6. Arden Pope C, Burnett RT, Turner MC, et al. Lung cancer and cardiovascular disease mortality associated with ambient air pollution and cigarette smoke: Shape of the exposure-response relationships. Environ Health Perspect. 2011; 119: 16161621. DOI: 10.1289/ehp.1103639
  7. Cesaroni G, Forastiere F, Stafoggia M, et al. Long term exposure to ambient air pollution and incidence of acute coronary events: Prospective cohort study and meta-analysis in 11 European cohorts from the ESCAPE project. BMJ. 2014; 348: f7412.
  8. Shanley RP, Hayes RB, Cromar KR, et al. Particulate Air Pollution and Clinical Cardiovascular Disease Risk Factors. Epidemiology. 2015; 27: 291298. DOI: 10.1097/EDE.0000000000000426
  9. Brook RD, Rajagopalan S, Pope A, et al. Particulate matter air pollution and cardiovascular disease. Circulation. 2010; 121: 23312378. DOI: 10.1161/CIR.0b013e3181dbece1
  10. Fuks K, Weinmayr G, Foraster M, et al. Arterial Blood Pressure and Long-Term Exposure to Traffic-Related Air Pollution: An Analysis in the European Study of Cohorts for Air Pollution Effects (ESCAPE). Environ Health Perspect. 2014; 896: 896906. DOI: 10.1289/ehp.1307725
  11. Gakidou E, Afshin A, Abajobir AA, et al. Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990-2016: A systematic analysis for the Global Burden of Disease Study 2016. Lancet. 2017; 390: 13451422. DOI: 10.1016/S0140-6736(17)32366-8
  12. Strak M, Janssen N, Beelen R, et al. Long-term exposure to particulate matter, NO2 and the oxidative potential of particulates and diabetes prevalence in a large national health survey. Environ Int. 2017; 108: 228236. DOI: 10.1016/j.envint.2017.08.017
  13. Eze IC, Hemkens LG, Bucher HC, et al. Association between ambient air pollution and diabetes mellitus in Europe and North America: systematic review and meta-analysis. Env Heal Perspect. 2015; 123: 381389. DOI: 10.1289/ehp.1307823
  14. Yang B, Qian Z, Howard SW, et al. Global association between ambient air pollution and blood pressure: A systematic review and meta-analysis. Enviromental Pollut. 2018; 235: 576588. DOI: 10.1016/j.envpol.2018.01.001
  15. The World Bank. Indicators WD. The World Bank. http://data.worldbank.org/data-catalog/world-development-indicators.
  16. Andrew NE, Sundararajan V, Thrift AG, et al. Addressing the challenges of cross-jurisdictional data linkage between a national clinical quality registry and government-held health data. Aust N Z J Public Health. 2016; 40: 436442. DOI: 10.1111/1753-6405.12576
  17. Martin-Sanchez F, Verspoor K. Big data in medicine is driving big changes. Yearb Med Inform. 2014; 9: 1420. DOI: 10.15265/IY-2014-0020
  18. Cooney MT, Reiner Z, Sheu W, et al. SURF – SUrvey of Risk Factor management: First report of an international audit. Eur J Prev Cardiol. 2014; 21: 813822. DOI: 10.1177/2047487312467870
  19. Zhao M, Cooney MT, Klipstein-Grobusch K, et al. Simplifying the audit of risk factor recording and control: A report from an international study in 11 countries. Eur J Prev Cardiol. 2016; 23: 12021210. DOI: 10.1177/2047487316647827
  20. Shaddick G, Thomas M, Green A, et al. Data integration model for air quality: A hierarchical approach to the global estimation of exposures to ambient air pollution. J R Stat Soc Ser C Appl Stat. 2017; 67: 231253. DOI: 10.1111/rssc.12227
  21. Eefrens M, Tsai M, Ampe C, et al. Sptial variation of PM2.5, PM10, PM2.5 absorbance and PM coarse concentrations between and within 20 European study areas and the relationship with NO2: Results from the ESCAPE project. Atmos Env. 2012; 62: 303317. DOI: 10.1016/j.atmosenv.2012.08.038
  22. Danaei G. Metabolic mediators of the effects of body-mass index, overweight, and obesity on coronary heart disease and stroke: A pooled analysis of 97 prospective cohorts with 1·8 million participants. Lancet. 2014; 383: 970983. DOI: 10.1016/S0140-6736(13)61836-X
  23. Groothuis-oudshoorn K. MICE: Multivariate Imputation by Chained. J Stat Softw. 2011; 45: 3. DOI: 10.18637/jss.v045.i03
  24. Halekoh U, Hojsgaard S. The R package geepack for generalized estimating equations. Jounral Stat Softw. 2006; 15. DOI: 10.18637/jss.v015.i02
  25. Chen H, Burnett R, Kwong J, et al. Spatial associations between ambient fine particulate matter and incident hypertension. Circulation. 2014; 129: 562569. DOI: 10.1161/CIRCULATIONAHA.113.003532
  26. Brook RD, Urch B, Dvonch JT, et al. Insights into the mechanisms and mediators of the effects of air pollution exposure on blood pressure and vascular function in healthy humans. Hypertension. 2009; 54: 659667. DOI: 10.1161/HYPERTENSIONAHA.109.130237
  27. Chuang K, Yan Y, Chiu S, et al. Long-term air pollution exposure and risk factors for cardiovascular diseases among the elderly in Taiwan. Occup Env Med. 2011; 68: 6468. DOI: 10.1136/oem.2009.052704
  28. Chahine T, Baccarelli A, Litonjua A, et al. Particulate air pollution, oxidative stress genes, and heart rate variability in an elderly cohorts. Env Heal Perspect. 2007; 115: 16171622. DOI: 10.1289/ehp.10318
  29. Widdicombe J, Lee L-Y. Airway reflexes, autonomic function, and cardiovascular responses. Env Heal Perspect. 2001; 109: 579584. DOI: 10.1289/ehp.01109s4579
  30. Chen T, Jia G, Wei Y, et al. Beijing ambient particle exposure accelerates atherosclerosis in ApoE knockout mice. Toxicol Lett. 2013; 223: 146153. DOI: 10.1016/j.toxlet.2013.09.004
  31. Sørensen M, Hjortebjerg D, Eriksen KT, et al. Exposure to long-term air pollution and road traffic noise in relation to cholesterol: A cross-sectional study. Environ Int. 2015; 85: 238243. DOI: 10.1016/j.envint.2015.09.021
  32. Meo SA, Memon AN, Sheikh SA, et al. Effect of environmental air pollution on type 2 diabetes mellitus. Eur Rev Med parmacology Sci. 2015; 19: 123128.
  33. Rajagopalan S, Brook RD. Air Pollution and Type 2 Diabetes Mechanistic Insights. Diabetes. 2012; 61: 30373045. DOI: 10.2337/db12-0190
  34. Liu C, Yang C, Zhao Y, et al. Associations between long-term exposure to ambient particulate air pollution and type 2 diabetes prevalence, blood glucose and glycosylated hemoglobin levels in China. Environ Int. 2016; 93: 416421. DOI: 10.1016/j.envint.2016.03.028
  35. Harron K, Dibben C, Boyd J, et al. Challenges in administrative data linkage for research. Big Data Soc. 2017; 112. DOI: 10.1002/9781119072454.ch1
  36. Boyd JH, Randall SM, Ferrante AM, et al. Technical challenges of providing record linkage services for research. BMC Med Inform Decis Mak. 2014; 14: 23. DOI: 10.1186/1472-6947-14-23
  37. Bohensky MA, Jolley D, Sundararajan V, et al. Data Linkage: A powerful research tool with potential problems. BMC Health Serv Res. 2010; 10: 346. DOI: 10.1186/1472-6963-10-346
  38. Lelieveld J, Klingmu K, Pozzer A, et al. Cardiovascular disease burden from ambient air pollution in Europe reassessed using novel hazard ratio functions. Eur Heart J. 2019; 40: 15901596. DOI: 10.1093/eurheartj/ehz135
  39. Hoek G. Methods for Assessing Long-Term Exposures to Outdoor Air Pollutants. Curr Environ Heal reports. 2017; 4: 450462. DOI: 10.1007/s40572-017-0169-5
  40. Yin P, Brauer M, Cohen A, et al. Long-term fine particulate matter exposure and nonaccidental and cause-specific mortality in a large national cohort of Chinese men. Environ Health Perspect. 2017; 125: 117002. DOI: 10.1289/EHP1673
DOI: https://doi.org/10.5334/gh.877 | Journal eISSN: 2211-8179
Language: English
Submitted on: Jul 16, 2020
Accepted on: Jul 16, 2020
Published on: Aug 6, 2020
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2020 Min Zhao, Gerard Hoek, Maciej Strak, Diederick E. Grobbee, Ian Graham, Kerstin Klipstein-Grobusch, Ilonca Vaartjes, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.