Long-term effects of elemental composition of particulate matter on inflammatory blood markers in European cohorts

Environment International

Volumn 82, Issue , 2015, Pages 76-84

  Hampel, Regina ^a   Peters, Annette ^a   Beelen, Rob ^b   Brunekreef, Bert ^b,c   Cyrys, Josef ^a,d   de Faire, Ulf ^e   de Hoogh, Kees ^f   Fuks, Kateryna ^g   Hoffmann, Barbara ^h   Hüls, Anke ^g   Imboden, Medea ^i,j   Jedynska, Aleksandra ^k   Kooter, Ingeborg ^k   Koenig, Wolfgang ^l,m,n   Künzli, Nino ^i,j   Leander, Karin ^e   Magnusson, Patrik ^e   Männistö, Satu ^o   Penell, Johanna ^e   Pershagen, Göran ^e   Phuleria, Harish ⁱ   Probst Hensch, Nicole ^i,j   Pundt, Noreen ^p   Schaffner, Emmanuel ^i,j   Schikowski, Tamara ^g,i,j   Sugiri, Dorothea ^g   Tiittanen, Pekka ^o   Tsai, Ming Yi ^i,j   Wang, Meng ^b   Wolf, Kathrin ^a   Lanki, Timo ^o   more..

^a INSTITUTE OF EPIDEMIOLOGY   (Germany)

^b UTRECHT UNIVERSITY   (Netherlands)

^c UNIVERSITY MEDICAL CENTER UTRECHT   (Netherlands)

^d UNIVERSITY OF AUGSBURG   (Germany)

^e KAROLINSKA INSTITUTE   (Sweden)

^f IMPERIAL COLLEGE LONDON   (United Kingdom)

^g IUF LEIBNIZ RESEARCH INSTITUTE FOR ENVIRONMENTAL MEDICINE   (Germany)

^h HEINRICH HEINE UNIVERSITY   (Germany)

ⁱ SWISS TROPICAL AND PUBLIC HEALTH INSTITUTE   (Switzerland)

^j UNIVERSITY OF BASEL   (Switzerland)

^k TNO   (Netherlands)

^l UNIVERSITY HOSPITAL ULM   (Germany)

^m TECHNICAL UNIVERSITY OF MUNICH   (Germany)

ⁿ DZHK GERMAN CENTRE FOR CARDIOVASCULAR RESEARCH   (Germany)

^o NATIONAL PUBLIC HEALTH INSTITUTE   (Finland)

^p UNIVERSITY HOSPITAL ESSEN   (Germany)

more..

Author keywords

Elemental components; ESCAPE; Inflammation; Long term exposure; Particulate matter; TRANSPHORM

Indexed keywords

BLOOD; COPPER; IRON; LAND USE; PATHOLOGY; RANDOM PROCESSES; REGRESSION ANALYSIS; SENSITIVITY ANALYSIS; ZINC;

ELEMENTAL COMPONENTS; ESCAPE; INFLAMMATION; LONG TERM EXPOSURE; PARTICULATE MATTER; TRANSPHORM;

PARTICLES (PARTICULATE MATTER);

C REACTIVE PROTEIN; COPPER; FIBRINOGEN; HIGH SENSITIVITY C REACTIVE PROTEIN; IRON; NICKEL; POTASSIUM; SILICON; SULFUR; UNCLASSIFIED DRUG; VANADIUM; ZINC; BIOLOGICAL MARKER; PARTICULATE MATTER;

AEROSOL COMPOSITION; COHORT ANALYSIS; EPIDEMIOLOGY; HEALTH IMPACT; MORTALITY; PARTICULATE MATTER; REGRESSION ANALYSIS; SENSITIVITY ANALYSIS;

ADULT; ARTICLE; CHEMICAL COMPOSITION; COHORT ANALYSIS; CONCENTRATION (PARAMETERS); EUROPEAN; FEMALE; HUMAN; INFLAMMATION; LONG TERM EXPOSURE; MALE; PARTICULATE MATTER; PRIORITY JOURNAL; SENSITIVITY ANALYSIS; ANALYSIS; BLOOD; CHEMISTRY; ENVIRONMENTAL EXPOSURE; EUROPE; METABOLISM; RESPIRATORY TRACT DISEASE; STATISTICAL MODEL; THEORETICAL MODEL; TIME;

EUROPE;

BIOMARKERS; C-REACTIVE PROTEIN; COHORT STUDIES; COPPER; ENVIRONMENTAL EXPOSURE; EUROPE; FEMALE; FIBRINOGEN; HUMANS; INFLAMMATION; IRON; LINEAR MODELS; MODELS, THEORETICAL; NICKEL; PARTICULATE MATTER; RESPIRATORY TRACT DISEASES; SULFUR; TIME; VANADIUM; ZINC;

EID: 84930958501     PISSN: 01604120     EISSN: 18736750     Source Type: Journal    
DOI: 10.1016/j.envint.2015.05.008     Document Type: Article

References (49)

1. Beelen R., Raaschou-Nielsen O., Stafoggia M., Andersen Z.J., Weinmayr G., Hoffmann B., Wolf K., Samoli E., Fischer P., Nieuwenhuijsen M., Vineis P., Xun W.W., Katsouyanni K., Dimakopoulou K., Oudin A., Forsberg B., Modig L., Havulinna A.S., Lanki T., Turunen A., Oftedal B., Nystad W., Nafstad P., De Faire U., Pedersen N.L., Ostenson C.G., Fratiglioni L., Penell J., Korek M., Pershagen G., Eriksen K.T., Overvad K., Ellermann T., Eeftens M., Peeters P.H., Meliefste K., Wang M., Bueno-de-Mesquita B., Sugiri D., Kramer U., Heinrich J., de Hoogh K., Key T., Peters A., Hampel R., Concin H., Nagel G., Ineichen A., Schaffner E., Probst-Hensch N., Kunzli N., Schindler C., Schikowski T., Adam M., Phuleria H., Vilier A., Clavel-Chapelon F., Declercq C., Grioni S., Krogh V., Tsai M.Y., Ricceri F., Sacerdote C., Galassi C., Migliore E., Ranzi A., Cesaroni G., Badaloni C., Forastiere F., Tamayo I., Amiano P., Dorronsoro M., Katsoulis M., Trichopoulou A., Brunekreef B., Hoek G. Effects of long-term exposure to air pollution on natural-cause mortality: an analysis of 22 European cohorts within the multicentre ESCAPE project. Lancet 2014, 383(9919):785-795.
2. Beelen R., Stafoggia M., Raaschou-Nielsen O., Andersen Z.J., Xun W.W., Katsouyanni K., Dimakopoulou K., Brunekreef B., Weinmayr G., Hoffmann B., Wolf K., Samoli E., Houthuijs D., Nieuwenhuijsen M., Oudin A., Forsberg B., Olsson D., Salomaa V., Lanki T., Yli-Tuomi T., Oftedal B., Aamodt G., Nafstad P., De Faire U., Pedersen N.L., Ostenson C.G., Fratiglioni L., Penell J., Korek M., Pyko A., Eriksen K.T., Tjonneland A., Becker T., Eeftens M., Bots M., Meliefste K., Wang M., Bueno-de-Mesquita B., Sugiri D., Kramer U., Heinrich J., de Hoogh K., Key T., Peters A., Cyrys J., Concin H., Nagel G., Ineichen A., Schaffner E., Probst-Hensch N., Dratva J., Ducret-Stich R., Vilier A., Clavel-Chapelon F., Stempfelet M., Grioni S., Krogh V., Tsai M.Y., Marcon A., Ricceri F., Sacerdote C., Galassi C., Migliore E., Ranzi A., Cesaroni G., Badaloni C., Forastiere F., Tamayo I., Amiano P., Dorronsoro M., Katsoulis M., Trichopoulou A., Vineis P., Hoek G. Long-term exposure to air pollution and cardiovascular mortality: an analysis of 22 European cohorts. Epidemiology 2014, 25(3):368-378.
3. Bell M.L., Ebisu K., Peng R.D., Samet J.M., Dominici F. Hospital admissions and chemical composition of fine particle air pollution. Am. J. Respir. Crit. Care Med. 2009, 179(12):1115-1120.
4. Brook R.D., Rajagopalan S., Pope C.A., Brook J.R., Bhatnagar A., Diez-Roux A.V., Holguin F., Hong Y., Luepker R.V., Mittleman M.A., Peters A., Siscovick D., Smith S.C., Whitsel L., Kaufman J.D. Particulate matter air pollution and cardiovascular disease. An update to the scientific statement from the American Heart Association. Circulation 2010, 121(21):2331-2378.
5. Carey I.M., Atkinson R.W., Kent A.J., van Staa T., Cook D.G., Anderson H.R. Mortality associations with long-term exposure to outdoor air pollution in a national English cohort. Am. J. Respir. Crit. Care Med. 2013, 187(11):1226-1233.
6. 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.
7. Cesaroni G., Badaloni C., Gariazzo C., Stafoggia M., Sozzi R., Davoli M., Forastiere F. Long-term exposure to urban air pollution and mortality in a cohort of more than a million adults in Rome. Environ. Health Perspect. 2013, 121(3):324-331.
8. Cesaroni G., Forastiere F., Stafoggia M., Andersen Z.J., Badaloni C., Beelen R., Caracciolo B., de Faire U., Erbel R., Eriksen K.T., Fratiglioni L., Galassi C., Hampel R., Heier M., Hennig F., Hilding A., Hoffmann B., Houthuijs D., Jockel K.H., Korek M., Lanki T., Leander K., Magnusson P.K., Migliore E., Ostenson C.G., Overvad K., Pedersen NL J.J.P., Penell J., Pershagen G., Pyko A., Raaschou-Nielsen O., Ranzi A., Ricceri F., Sacerdote C., Salomaa V., Swart W., Turunen A.W., Vineis P., Weinmayr G., Wolf K., de Hoogh K., Hoek G., Brunekreef B., Peters A. 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.
9. Cyrys J., Stolzel M., Heinrich J., Kreyling W.G., Menzel N., Wittmaack K., Tuch T., Wichmann H.E. Elemental composition and sources of fine and ultrafine ambient particles in Erfurt, Germany. Sci. Total Environ. 2003, 305(1-3):143-156.
10. de Hoogh K., Wang M., Adam M., Badaloni C., Beelen R., Birk M., Cesaroni G., Cirach M., Declercq C., Dedele A., Dons E., de Nazelle A., Eeftens M., Eriksen K., Eriksson C., Fischer P., Grazuleviciene R., Gryparis A., Hoffmann B., Jerrett M., Katsouyanni K., Iakovides M., Lanki T., Lindley S., Madsen C., Molter A., Mosler G., Nador G., Nieuwenhuijsen M., Pershagen G., Peters A., Phuleria H., Probst-Hensch N., Raaschou-Nielsen O., Quass U., Ranzi A., Stephanou E., Sugiri D., Schwarze P., Tsai M.Y., Yli-Tuomi T., Varro M.J., Vienneau D., Weinmayr G., Brunekreef B., Hoek G. Development of land use regression models for particle composition in twenty study areas in Europe. Environ. Sci. Technol. 2013, 47(11):5778-5786.
11. Dong G.H., Zhang P., Sun B., Zhang L., Chen X., Ma N., Yu F., Guo H., Huang H., Lee Y.L., Tang N., Chen J. Long-term exposure to ambient air pollution and respiratory disease mortality in Shenyang, China: a 12-year population-based retrospective cohort study. Respiration 2012, 84(5):360-368.
12. 2 over time. Occup. Environ. Med. 2011, 68(10):765-770.
13. coarse in 20 European study areas; results of the ESCAPE project. Environ. Sci. Technol. 2012, 46(20):11195-11205.
14. 2 - results of the ESCAPE project. Atmos. Environ. 2012, 62:303-317.
15. Forbes L.J., Patel M.D., Rudnicka A.R., Cook D.G., Bush T., Stedman J.R., Whincup P.H., Strachan D.P., Anderson R.H. Chronic exposure to outdoor air pollution and markers of systemic inflammation. Epidemiology 2009, 20(2):245-253.
16. Gu J.W., Schnelle-Kreis J., Pitz M., Diemer J., Reller A., Zimmermann R., Soentgen J., Peters A., Cyrys J. Spatial and temporal variability of PM10 sources in Augsburg, Germany. Atmos. Environ. 2013, 71:131-139.
17. Gulliver J., Morris C., Lee K., Vienneau D., Briggs D., Hansell A. Land use regression modeling to estimate historic (1962-1991) concentrations of black smoke and sulfur dioxide for Great Britain. Environ. Sci. Technol. 2011, 45(8):3526-3532.
18. Hajat A., Allison M., Diez-Roux A.V., Jenny N.S., Jorgensen N.W., Szpiro A.A., Vedal S., Kaufman J.D. Long-term exposure to air pollution and markers of inflammation, coagulation, and endothelial activation: a repeat-measures analysis in the Multi-Ethnic Study of Atherosclerosis (MESA). Epidemiology 2015, 26(3):310-320.
19. Hales S., Blakely T., Woodward A. Air pollution and mortality in New Zealand: cohort study. J. Epidemiol. Community Health 2012, 66(5):468-473.
20. Hansson G.K. Inflammation, atherosclerosis, and coronary artery disease. N. Engl. J. Med. 2005, 352(16):1685-1695.
21. Higgins J.P., Thompson S.G. Quantifying heterogeneity in a meta-analysis. Stat. Med. 2002, 21(11):1539-1558.
22. Hoek G., Krishnan R.M., Beelen R., Peters A., Ostro B., Brunekreef B., Kaufman J.D. Long-term air pollution exposure and cardio-respiratory mortality: a review. Environ. Health 2013, 12(1):43.
23. Hoffmann B., Moebus S., Dragano N., Stang A., Mohlenkamp S., Schmermund A., Memmesheimer M., Brocker-Preuss M., Mann K., Erbel R., Jockel K.H. Chronic residential exposure to particulate matter air pollution and systemic inflammatory markers. Environ. Health Perspect. 2009, 117(8):1302-1308.
24. Kelly F., Fussell J. Size, source and chemical composition as determinants of toxicity attributable to ambient particulate matter. Atmos. Environ. 2012, 60:504-526.
25. Lanki T., Hampel R., Tiittanen P., Andrich S., Beelen R., Brunekreef B., Dratva J., de Faire U., Fuks K., Hoffmann B., Imboden M., Jousilahti P., Koenig W., Mahabadi A., Künzli N., Pedersen N., Penell J., Pershagen G., Probst-Hensch N., Schaffner E., Schindler C., Sugiri D., Swart W., Tsai M.Y., Turunen A., Weinmeyr G., Wolf K., Yli-Toumi T., Peters A. Air pollution from road traffic and systemic inflammation. Environ. Health Perspect. 2015, (in press). 10.1289/ehp.1408224.
26. Lepeule J., Laden F., Dockery D., Schwartz J. Chronic exposure to fine particles and mortality: an extended follow-up of the Harvard Six Cities study from 1974 to 2009. Environ. Health Perspect. 2012, 120(7):965-970.
27. Libby P., Ridker P.M., Maseri A. Inflammation and atherosclerosis. Circulation 2002, 105(9):1135-1143.
28. Lipfert F.W., Baty J.D., Miller J.P., Wyzga R.E. PM2.5 constituents and related air quality variables as predictors of survival in a cohort of U.S. military veterans. Inhal. Toxicol. 2006, 18(9):645-657.
29. Lippmann M., Chen L.C., Gordon T., Ito K., Thurston G.D. National Particle Component Toxicity (NPACT) initiative: integrated epidemiologic and toxicologic studies of the health effects of particulate matter components. Res. Rep. Health Eff. Inst. 2013, (177):5-13.
30. Mostofsky E., Schwartz J., Coull B.A., Koutrakis P., Wellenius G.A., Suh H.H., Gold D.R., Mittleman M.A. Modeling the association between particle constituents of air pollution and health outcomes. Am. J. Epidemiol. 2012, 176(4):317-326.
31. Ostro B., Feng W.Y., Broadwin R., Green S., Lipsett M. The effects of components of fine particulate air pollution on mortality in California: results from CALFINE. Environ. Health Perspect. 2007, 115(1):13-19.
32. Ostro B., Lipsett M., Reynolds P., Goldberg D., Hertz A., Garcia C., Henderson K.D., Bernstein L. Long-term exposure to constituents of fine particulate air pollution and mortality: results from the California Teachers Study. Environ. Health Perspect. 2010, 118(3):363-369.
33. Pelucchi C., Negri E., Gallus S., Boffetta P., Tramacere I., La Vecchia C. Long-term particulate matter exposure and mortality: a review of European epidemiological studies. BMC Public Health 2009, 9:453.
34. Pope C.A. Mortality effects of longer term exposures to fine particulate air pollution: review of recent epidemiological evidence. Inhal. Toxicol. 2007, 19(Suppl. 1):33-38.
35. Pope C.A., Dockery D.W. Health effects of fine particulate air pollution: lines that connect. J. Air Waste Manag. Assoc. 2006, 56(6):709-742.
36. Raudenbush S.W. Analyzing effect sizes: random effects models. The Handbook of Research Synthesis and Meta-analysis 2009, 295-315. Russell Sage Foundation, New York. L.V.H.H. Cooper, J.C. Valentine (Eds.).
37. Rückerl R., Schneider A., Breitner S., Cyrys J., Peters A. Health effects of particulate air pollution: a review of epidemiological evidence. Inhal. Toxicol. 2011, 23(10):555-592.
38. Siponen T., Yli-Tuomi T., Aurela M., Dufva H., Hillamo R., Hirvonen M.R., Huttunen K., Pekkanen J., Pennanen A., Salonen I., Tiittanen P., Salonen R.O., Lanki T. Source-specific fine particulate air pollution and systemic inflammation in ischaemic heart disease patients. Occup. Environ. Med. 2015, 72(4):277-283.
39. Strak M., Hoek G., Godri K.J., Gosens I., Mudway I.S., van Oerle R., Spronk H.M., Cassee F.R., Lebret E., Kelly F.J., Harrison R.M., Brunekreef B., Steenhof M., Janssen N.A. Composition of PM affects acute vascular inflammatory and coagulative markers - the RAPTES project. PLoS One 2013, 8(3):e58944.
40. Vedal S., Campen M.J., McDonald J.D., Larson T.V., Sampson P.D., Sheppard L., Simpson C.D., Szpiro A.A. National Particle Component Toxicity (NPACT) initiative report on cardiovascular effects. Res. Rep. Health Eff. Inst. 2013, (178):5-8.
41. Wang R.R., Henderson S.B., Sbihi H., Allen R.W., Brauer M. Temporal stability of land use regression models for traffic-related air pollution. Atmos. Environ. 2013, 64:312-319.
42. Wang M., Beelen R., Stafoggia M., Raaschou-Nielsen O., Andersen Z.J., Hoffmann B., Fischer P., Houthuijs D., Nieuwenhuijsen M., Weinmayr G., Vineis P., Xun W.W., Dimakopoulou K., Samoli E., Laatikainen T., Lanki T., Turunen A.W., Oftedal B., Schwarze P., Aamodt G., Penell J., De Faire U., Korek M., Leander K., Pershagen G., Pedersen N.L., Ostenson C.G., Fratiglioni L., Eriksen K.T., Sorensen M., Tjonneland A., Bueno-de-Mesquita B., Eeftens M., Bots M.L., Meliefste K., Kramer U., Heinrich J., Sugiri D., Key T., de Hoogh K., Wolf K., Peters A., Cyrys J., Jaensch A., Concin H., Nagel G., Tsai M.Y., Phuleria H., Ineichen A., Kunzli N., Probst-Hensch N., Schaffner E., Vilier A., Clavel-Chapelon F., Declerq C., Ricceri F., Sacerdote C., Marcon A., Galassi C., Migliore E., Ranzi A., Cesaroni G., Badaloni C., Forastiere F., Katsoulis M., Trichopoulou A., Keuken M., Jedynska A., Kooter I.M., Kukkonen J., Sokhi R.S., Brunekreef B., Katsouyanni K., Hoek G. Long-term exposure to elemental constituents of particulate matter and cardiovascular mortality in 19 European cohorts: results from the ESCAPE and TRANSPHORM projects. Environ. Int. 2014, 66:97-106.
43. WHO Review of evidence on health aspects of air pollution - REVIHAAP Project. First results 2013, World Health Organization.
44. Wichers Stanek L., Sacks J.D., Dutton J., Dubois J.J.B. Attributing health effects to apportioned components and sources of particulate matter: an evaluation of collective results. Atmos. Environ. 2011, 45:5655-5663.
45. 2.5 components and heart rate variability in taxi drivers around the Beijing 2008 Olympic Games. Sci. Total Environ. 2011, 409(13):2478-2485.
46. Wu S., Deng F., Wei H., Huang J., Wang H., Shima M., Wang X., Qin Y., Zheng C., Hao Y., Guo X. Chemical constituents of ambient particulate air pollution and biomarkers of inflammation, coagulation and homocysteine in healthy adults: a prospective panel study. Part. Fibre Toxicol. 2012, 9(49).
47. Wu S., Deng F., Huang J., Wang H., Shima M., Wang X., Qin Y., Zheng C., Wei H., Hao Y., Lv H., Lu X., Guo X. Blood pressure changes and chemical constituents of particulate air pollution: results from the healthy volunteer natural relocation (HVNR) study. Environ. Health Perspect. 2013, 121(1):66-72.
48. Zanobetti A., Franklin M., Koutrakis P., Schwartz J. Fine particulate air pollution and its components in association with cause-specific emergency admissions. Environ. Health 2009, 8:58.
49. Zhang P., Dong G., Sun B., Zhang L., Chen X., Ma N., Yu F., Guo H., Huang H., Lee Y.L., Tang N., Chen J. Long-term exposure to ambient air pollution and mortality due to cardiovascular disease and cerebrovascular disease in Shenyang, China. PLoS One 2011, 6(6):e20827.