Skip to main content
Environmental Health Perspectives logoLink to Environmental Health Perspectives
. 2003 Jul;111(9):1188–1193. doi: 10.1289/ehp.5712

The temporal pattern of respiratory and heart disease mortality in response to air pollution.

Antonella Zanobetti 1, Joel Schwartz 1, Evi Samoli 1, Alexandros Gryparis 1, Giota Touloumi 1, Janet Peacock 1, Ross H Anderson 1, Alain Le Tertre 1, Janos Bobros 1, Martin Celko 1, Ayana Goren 1, Bertil Forsberg 1, Paola Michelozzi 1, Daniel Rabczenko 1, Santiago Perez Hoyos 1, H Erich Wichmann 1, Klea Katsouyanni 1
PMCID: PMC1241573  PMID: 12842772

Abstract

Short-term changes in ambient particulate matter with aerodynamic diameters < 10 micro m (PM10) have been associated with short-term fluctuations in mortality or morbidity in many studies. In this study, we tested whether those deaths are just advanced by a few days or weeks using a multicity hierarchical modeling approach for all-cause, respiratory, and cardiovascular deaths, for all ages and stratifying by age groups, within the APHEA-2 (Air Pollution and Health: A European Approach) project. We fit a Poisson regression and used an unconstrained distributed lag to model the effect of PM10 exposure on deaths up to 40 days after the exposure. In baseline models using PM10 the day of and day before the death, we found that the overall PM10 effect (per 10 micro g/m3) was 0.74% [95% confidence interval (95% CI), -0.17 to 1.66] for respiratory deaths and 0.69% (95% CI, 0.31-1.08) for cardiovascular deaths. In unrestricted distributed lag models, the effect estimates increased to 4.2% (95% CI, 1.08-7.42) for respiratory deaths and to 1.97% (95% CI, 1.38-2.55) for cardiovascular deaths. Our study confirms that most of the effect of air pollution is not simply advanced by a few weeks and that effects persist for more than a month after exposure. The effect size estimate for PM10 doubles when we considered longer-term effects for all deaths and for cardiovascular deaths and becomes five times higher for respiratory deaths. We found similar effects when stratifying by age groups. These larger effects are important for risk assessment.

Full Text

The Full Text of this article is available as a PDF (383.0 KB).

Selected References

These references are in PubMed. This may not be the complete list of references from this article.

  1. Biggeri A., Bellini P., Terracini B., Italian MISA Group Metanalisi italiana degli studi sugli effetti a breve termine dell'inquinamento atmosferico. Epidemiol Prev. 2001 Mar-Apr;25(2 Suppl):1–71. [PubMed] [Google Scholar]
  2. Braga A. L., Zanobetti A., Schwartz J. The lag structure between particulate air pollution and respiratory and cardiovascular deaths in 10 US cities. J Occup Environ Med. 2001 Nov;43(11):927–933. doi: 10.1097/00043764-200111000-00001. [DOI] [PubMed] [Google Scholar]
  3. Bremner S. A., Anderson H. R., Atkinson R. W., McMichael A. J., Strachan D. P., Bland J. M., Bower J. S. Short-term associations between outdoor air pollution and mortality in London 1992-4. Occup Environ Med. 1999 Apr;56(4):237–244. doi: 10.1136/oem.56.4.237. [DOI] [PMC free article] [PubMed] [Google Scholar]
  4. Dockery D. W., Pope C. A., 3rd, Xu X., Spengler J. D., Ware J. H., Fay M. E., Ferris B. G., Jr, Speizer F. E. An association between air pollution and mortality in six U.S. cities. N Engl J Med. 1993 Dec 9;329(24):1753–1759. doi: 10.1056/NEJM199312093292401. [DOI] [PubMed] [Google Scholar]
  5. Godleski J. J., Verrier R. L., Koutrakis P., Catalano P., Coull B., Reinisch U., Lovett E. G., Lawrence J., Murthy G. G., Wolfson J. M. Mechanisms of morbidity and mortality from exposure to ambient air particles. Res Rep Health Eff Inst. 2000 Feb;(91):5–103. [PubMed] [Google Scholar]
  6. Goldberg M. S., Bailar J. C., 3rd, Burnett R. T., Brook J. R., Tamblyn R., Bonvalot Y., Ernst P., Flegel K. M., Singh R. K., Valois M. F. Identifying subgroups of the general population that may be susceptible to short-term increases in particulate air pollution: a time-series study in Montreal, Quebec. Res Rep Health Eff Inst. 2000 Oct;(97):7–120. [PubMed] [Google Scholar]
  7. Hoek G., Brunekreef B., Fischer P., van Wijnen J. The association between air pollution and heart failure, arrhythmia, embolism, thrombosis, and other cardiovascular causes of death in a time series study. Epidemiology. 2001 May;12(3):355–357. doi: 10.1097/00001648-200105000-00017. [DOI] [PubMed] [Google Scholar]
  8. Hoek G., Schwartz J. D., Groot B., Eilers P. Effects of ambient particulate matter and ozone on daily mortality in Rotterdam, The Netherlands. Arch Environ Health. 1997 Nov-Dec;52(6):455–463. doi: 10.1080/00039899709602224. [DOI] [PubMed] [Google Scholar]
  9. Katsouyanni K., Touloumi G., Samoli E., Gryparis A., Le Tertre A., Monopolis Y., Rossi G., Zmirou D., Ballester F., Boumghar A. Confounding and effect modification in the short-term effects of ambient particles on total mortality: results from 29 European cities within the APHEA2 project. Epidemiology. 2001 Sep;12(5):521–531. doi: 10.1097/00001648-200109000-00011. [DOI] [PubMed] [Google Scholar]
  10. Katsouyanni K., Touloumi G., Spix C., Schwartz J., Balducci F., Medina S., Rossi G., Wojtyniak B., Sunyer J., Bacharova L. Short-term effects of ambient sulphur dioxide and particulate matter on mortality in 12 European cities: results from time series data from the APHEA project. Air Pollution and Health: a European Approach. BMJ. 1997 Jun 7;314(7095):1658–1663. doi: 10.1136/bmj.314.7095.1658. [DOI] [PMC free article] [PubMed] [Google Scholar]
  11. Kelsall J. E., Samet J. M., Zeger S. L., Xu J. Air pollution and mortality in Philadelphia, 1974-1988. Am J Epidemiol. 1997 Nov 1;146(9):750–762. doi: 10.1093/oxfordjournals.aje.a009351. [DOI] [PubMed] [Google Scholar]
  12. Ostro B. D., Hurley S., Lipsett M. J. Air pollution and daily mortality in the Coachella Valley, California: a study of PM10 dominated by coarse particles. Environ Res. 1999 Oct;81(3):231–238. doi: 10.1006/enrs.1999.3978. [DOI] [PubMed] [Google Scholar]
  13. Ostro B., Chestnut L., Vichit-Vadakan N., Laixuthai A. The impact of particulate matter on daily mortality in Bangkok, Thailand. J Air Waste Manag Assoc. 1999 Sep;49(9 Spec No):100–107. [PubMed] [Google Scholar]
  14. Ostro B., Sanchez J. M., Aranda C., Eskeland G. S. Air pollution and mortality: results from a study of Santiago, Chile. J Expo Anal Environ Epidemiol. 1996 Jan-Mar;6(1):97–114. [PubMed] [Google Scholar]
  15. Peters A., Dockery D. W., Muller J. E., Mittleman M. A. Increased particulate air pollution and the triggering of myocardial infarction. Circulation. 2001 Jun 12;103(23):2810–2815. doi: 10.1161/01.cir.103.23.2810. [DOI] [PubMed] [Google Scholar]
  16. Peters A., Liu E., Verrier R. L., Schwartz J., Gold D. R., Mittleman M., Baliff J., Oh J. A., Allen G., Monahan K. Air pollution and incidence of cardiac arrhythmia. Epidemiology. 2000 Jan;11(1):11–17. doi: 10.1097/00001648-200001000-00005. [DOI] [PubMed] [Google Scholar]
  17. Pope C. A., 3rd, Thun M. J., Namboodiri M. M., Dockery D. W., Evans J. S., Speizer F. E., Heath C. W., Jr Particulate air pollution as a predictor of mortality in a prospective study of U.S. adults. Am J Respir Crit Care Med. 1995 Mar;151(3 Pt 1):669–674. doi: 10.1164/ajrccm/151.3_Pt_1.669. [DOI] [PubMed] [Google Scholar]
  18. Pönkä A., Savela M., Virtanen M. Mortality and air pollution in Helsinki. Arch Environ Health. 1998 Jul-Aug;53(4):281–286. doi: 10.1080/00039899809605709. [DOI] [PubMed] [Google Scholar]
  19. Ramsay Timothy O., Burnett Richard T., Krewski Daniel. The effect of concurvity in generalized additive models linking mortality to ambient particulate matter. Epidemiology. 2003 Jan;14(1):18–23. doi: 10.1097/00001648-200301000-00009. [DOI] [PubMed] [Google Scholar]
  20. Rossi G., Vigotti M. A., Zanobetti A., Repetto F., Gianelle V., Schwartz J. Air pollution and cause-specific mortality in Milan, Italy, 1980-1989. Arch Environ Health. 1999 May-Jun;54(3):158–164. doi: 10.1080/00039899909602254. [DOI] [PubMed] [Google Scholar]
  21. Saldiva P. H., Pope C. A., 3rd, Schwartz J., Dockery D. W., Lichtenfels A. J., Salge J. M., Barone I., Bohm G. M. Air pollution and mortality in elderly people: a time-series study in Sao Paulo, Brazil. Arch Environ Health. 1995 Mar-Apr;50(2):159–163. doi: 10.1080/00039896.1995.9940893. [DOI] [PubMed] [Google Scholar]
  22. Samet J. M., Dominici F., Curriero F. C., Coursac I., Zeger S. L. Fine particulate air pollution and mortality in 20 U.S. cities, 1987-1994. N Engl J Med. 2000 Dec 14;343(24):1742–1749. doi: 10.1056/NEJM200012143432401. [DOI] [PubMed] [Google Scholar]
  23. Schwartz J. Air pollution and daily mortality: a review and meta analysis. Environ Res. 1994 Jan;64(1):36–52. doi: 10.1006/enrs.1994.1005. [DOI] [PubMed] [Google Scholar]
  24. Schwartz J., Dockery D. W. Increased mortality in Philadelphia associated with daily air pollution concentrations. Am Rev Respir Dis. 1992 Mar;145(3):600–604. doi: 10.1164/ajrccm/145.3.600. [DOI] [PubMed] [Google Scholar]
  25. Schwartz J., Spix C., Touloumi G., Bachárová L., Barumamdzadeh T., le Tertre A., Piekarksi T., Ponce de Leon A., Pönkä A., Rossi G. Methodological issues in studies of air pollution and daily counts of deaths or hospital admissions. J Epidemiol Community Health. 1996 Apr;50 (Suppl 1):S3–11. doi: 10.1136/jech.50.suppl_1.s3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  26. Simpson R., Denison L., Petroeschevsky A., Thalib L., Williams G. Effects of ambient particle pollution on daily mortality in Melbourne, 1991-1996. J Expo Anal Environ Epidemiol. 2000 Sep-Oct;10(5):488–496. doi: 10.1038/sj.jea.7500137. [DOI] [PubMed] [Google Scholar]
  27. Touloumi G., Pocock S. J., Katsouyanni K., Trichopoulos D. Short-term effects of air pollution on daily mortality in Athens: a time-series analysis. Int J Epidemiol. 1994 Oct;23(5):957–967. doi: 10.1093/ije/23.5.957. [DOI] [PubMed] [Google Scholar]
  28. Verhoeff A. P., Hoek G., Schwartz J., van Wijnen J. H. Air pollution and daily mortality in Amsterdam. Epidemiology. 1996 May;7(3):225–230. doi: 10.1097/00001648-199605000-00002. [DOI] [PubMed] [Google Scholar]
  29. Vestergaard Peter, Mosekilde Leif. Fracture risk in patients with celiac Disease, Crohn's disease, and ulcerative colitis: a nationwide follow-up study of 16,416 patients in Denmark. Am J Epidemiol. 2002 Jul 1;156(1):1–10. doi: 10.1093/aje/kwf007. [DOI] [PubMed] [Google Scholar]
  30. Wordley J., Walters S., Ayres J. G. Short term variations in hospital admissions and mortality and particulate air pollution. Occup Environ Med. 1997 Feb;54(2):108–116. doi: 10.1136/oem.54.2.108. [DOI] [PMC free article] [PubMed] [Google Scholar]
  31. Zanobetti A., Schwartz J., Dockery D. W. Airborne particles are a risk factor for hospital admissions for heart and lung disease. Environ Health Perspect. 2000 Nov;108(11):1071–1077. doi: 10.1289/ehp.001081071. [DOI] [PMC free article] [PubMed] [Google Scholar]
  32. Zanobetti A., Wand M. P., Schwartz J., Ryan L. M. Generalized additive distributed lag models: quantifying mortality displacement. Biostatistics. 2000 Sep;1(3):279–292. doi: 10.1093/biostatistics/1.3.279. [DOI] [PubMed] [Google Scholar]
  33. Zanobetti Antonella, Schwartz Joel, Samoli Evi, Gryparis Alexandros, Touloumi Giota, Atkinson Richard, Le Tertre Alain, Bobros Janos, Celko Martin, Goren Ayana. The temporal pattern of mortality responses to air pollution: a multicity assessment of mortality displacement. Epidemiology. 2002 Jan;13(1):87–93. doi: 10.1097/00001648-200201000-00014. [DOI] [PubMed] [Google Scholar]
  34. Zeger S. L., Dominici F., Samet J. Harvesting-resistant estimates of air pollution effects on mortality. Epidemiology. 1999 Mar;10(2):171–175. [PubMed] [Google Scholar]

Articles from Environmental Health Perspectives are provided here courtesy of National Institute of Environmental Health Sciences

RESOURCES