Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Article
  • Published:

Long-term exposure to ambient air pollution and renal function in African Americans: the Jackson Heart Study

Abstract

Renal dysfunction is prevalent in the US among African Americans. Air pollution is associated with renal dysfunction in mostly white American populations, but has not been studied among African Americans. We evaluated cross-sectional associations between 1-year and 3-year fine particulate matter (PM2.5) and ozone (O3) concentrations, and renal function among 5090 African American participants in the Jackson Heart Study. We used mixed-effect linear regression to estimate associations between 1-year and 3-year PM2.5 and O3 and estimated glomerular filtration rate (eGFR), urine albumin/creatinine ratio (UACR), serum creatinine, and serum cystatin C, adjusting for: sociodemographic factors, health behaviors, and medical history and accounting for clustering by census tract. At baseline, JHS participants had mean age 55.4 years, and 63.8% were female; mean 1-year and 3-year PM2.5 concentrations were 12.2 and 12.4 µg/m3, and mean 1-year and 3-year O3 concentrations were 40.2 and 40.7 ppb, respectively. Approximately 6.5% of participants had reduced eGFR (< 60 mL/min/1.73m2) and 12.7% had elevated UACR (> 30 mg/g), both indicating impaired renal function. Annual and 3-year O3 concentrations were inversely associated with eGFR and positively associated with serum creatinine; annual and 3-year PM2.5 concentrations were inversely associated with UACR. We observed impaired renal function associated with increased O3 but not PM2.5 exposure among African Americans.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Similar content being viewed by others

References

  1. Coresh J, Selvin E, Stevens LA, Manzi J, Kusek JW, Eggers P, et al. Prevalence of chronic kidney disease in the United States. JAMA. 2007;298:2038–47.

    Article  CAS  Google Scholar 

  2. Carville S, David Wonderling, Paul Stevens. Early identification and management of kidney disease in adults: summary of updated NICE guidance. BMJ. 2014;349.

    Article  Google Scholar 

  3. Sarnak MJ, Levey AS, Schoolwerth AC, Coresh J, Culleton B, Hamm LL, et al. Kidney disease as a risk factor for development of cardiovascular disease: a statement from the American Heart Association Councils on kidney in cardiovascular disease, high blood pressure research, clinical cardiology, and epidemiology and prevention. Circulation.2003;108:2154–69.

    Article  Google Scholar 

  4. Shlipak MG, Sarnak MJ, Katz R, Fried LF, Seliger SL, Newman AB, et al. Cystatin C and the risk of death and cardiovascular events among elderly persons. N Engl J Med. 2005;352:2049–60.

    Article  CAS  Google Scholar 

  5. Shlipak MG, Wassel FCL, Chertow GM, Harris TB, Kritchevsky SB, Tylavsky FA, et al. Cystatin C and mortality risk in the elderly: the health, aging, and body composition study. J Am Soc Nephrol. 2006;17:254–61.

    Article  Google Scholar 

  6. Dockery DW, Pope CA 3rd, Xu X, Spengler JD, Ware JH, Fay ME, et al. An association between air pollution and mortality in six U.S. cities. N Engl J Med. 1993;329:1753–9.

    Article  CAS  Google Scholar 

  7. Laden F, Schwartz J, Speizer FE, Dockery DW. Reduction in fine particulate air pollution and mortality: Extended follow-up of the Harvard Six Cities study. Am J Respir Crit Care Med. 2006;173:667–72.

    Article  CAS  Google Scholar 

  8. Miller KA, Siscovick DS, Sheppard L, Shepherd K, Sullivan JH, Anderson GL, et al. Long-term exposure to air pollution and incidence of cardiovascular events in women. N Engl J Med. 2007;356:447–58.

    Article  CAS  Google Scholar 

  9. Pope CA 3rd, Burnett RT, Thurston GD, Thun MJ, Calle EE, et al. Cardiovascular mortality and long-term exposure to particulate air pollution: epidemiological evidence of general pathophysiological pathways of disease. Circulation. 2004;109:71–7.

    Article  Google Scholar 

  10. Turner MC, Jerrett M, Pope CA III, Krewski D, Gapstur SM, Diver WR, et al. Long-term ozone exposure and mortality in a large prospective study. Am J Resp. Crit Care. 2016;193:1134–42.

    CAS  Google Scholar 

  11. Crews DC, Plantinga LC, Miller ER, 3rd, Saran R, Hedgeman E, Saydah SH, et al. Prevalence of chronic kidney disease in persons with undiagnosed or prehypertension in the United States. Hypertension. 2010;55:1102–9.

    Article  CAS  Google Scholar 

  12. Lue S-H, Gregory AWellenius, Wilker ElissaH, Mostofsky Elizabeth, Murray, Mittleman A. Residential proximity to major roadways and renal function. J Epidemiol Community Health. 2013;67:629–34.

    Article  Google Scholar 

  13. de Boer IH, Rue TC, Hall YN, Heagerty PJ, Weiss NS, Himmelfarb J. Temporal trends in the prevalence of diabetic kidney disease in the United States. JAMA. 2011;305:2532–9.

    Article  Google Scholar 

  14. Bahrami H, Kronmal R, Bluemke DA, Olson J, Shea S, Liu K, et al. Differences in the incidence of congestive heart failure by ethnicity: the multi-ethnic study of atherosclerosis. Arch Intern Med. 2008;168:2138–45.

    Article  Google Scholar 

  15. Go AS, Mozaffarian D, Roger VL, Benjamin EJ, Berry JD, Borden WB, et al. Executive summary: heart disease and stroke statistics--2013 update: a report from the American Heart Association. Circulation. 2013;127:143–52.

    Article  Google Scholar 

  16. Loehr LR, Rosamond WD, Chang PP, Folsom AR, Chambless LE. Heart failure incidence and survival (from the Atherosclerosis Risk in Communities study). Am J Cardiol. 2008;101:1016–22.

    Article  Google Scholar 

  17. Yancy CW, Jessup M, Bozkurt B, Butler J, Casey DE Jr., Drazner MH, et al. 2013 ACCF/AHA guideline for the management of heart failure: executive summary: a report of the American College of Cardiology Foundation/American Heart Association Task Force on practice guidelines. Circulation. 2013;128:1810–52.

    Article  Google Scholar 

  18. Mehta AJ, Zanobetti A, Bind MC, Kloog I, Koutrakis P, Sparrow D, et al. Long-Term Exposure to Ambient Fine Particulate Matter and Renal Function in Older Men: The VA Normative Aging Study. Environ Health Perspect. 2016;124:1353–60.

    Article  CAS  Google Scholar 

  19. Bowe B, Xie Y, Li T, Yan Y, Xian H, Al-Aly Z Particulate matter air pollution and the risk of incident CKD and progression to ESRD. Journal of the American Society of Nephrology. 2017;29:218–30.

    Article  Google Scholar 

  20. O'Neill MS, Diez-Roux AV, Auchincloss AH, Franklin TG, Jacobs DR Jr., Astor BC, et al. Airborne particulate matter exposure and urinary albumin excretion: the Multi-Ethnic Study of Atherosclerosis. Occup Environ Med. 2008;65:534–40.

    Article  CAS  Google Scholar 

  21. Tarver-Carr ME, Powe NR, Eberhardt MS, LaVeist TA, Kington RS, Coresh J, et al. Excess risk of chronic kidney disease among African-American versus white subjects in the United States: a population-based study of potential explanatory factors. J Am Soc Nephrol. 2002;13:2363–70.

    Article  Google Scholar 

  22. Fuqua SR, Wyatt SB, Andrew ME, Sarpong DF, Henderson FR, Cunningham MF, et al. Recruiting African-American research participation in the Jackson Heart Study: methods, response rates, and sample description. Ethnicity & Disease. 2005;15(4 Suppl 6):S6-18–S6-29.

  23. Taylor HA Jr, Wilson JG, Jones DW, Sarpong DF, Srinivasan A, Garrison RJ, et al. Toward resolution of cardiovascular health disparities in African Americans: design and methods of the Jackson Heart Study. Ethn & Dis. 2005;15(4Suppl 6):S6-4–17.

    Google Scholar 

  24. Coogan PF, White LF, Jerrett M, Brook RD, Su JG, Seto E, et al. Air pollution and incidence of hypertension and diabetes mellitus in black women living in los angeles. Circulation. 2012;125:767–72.

    Article  CAS  Google Scholar 

  25. Johnson D, Parker JD. Air pollution exposure and self-reported cardiovascular disease. Environ Res. 2009;109:582–9.

    Article  CAS  Google Scholar 

  26. Sorensen M, Hoffmann B, Hvidberg M, Ketzel M, Jensen SS, Andersen ZJ, et al. Long-term exposure to traffic-related air pollution associated with blood pressure and self-reported hypertension in a danish cohort. Environ Health Perspect. 2012;120:418–24.

    Article  Google Scholar 

  27. Caiazzo F, Ashok A, Waitz IA, Yim SH, Barrett SR. Air pollution and early deaths in the United States. Part I: Quantifying the impact of major sectors in 2005. Atmos Environ. 2013;79:198–208.

    Article  CAS  Google Scholar 

  28. Berrocal VJ, Alan EGelfand, David M, Holland. A. Spatio-temporal downscaler for output from numerical models. J Agric, Biol, Environ Stat. 2010;15:176–97.

    Article  Google Scholar 

  29. Berrocal VJ, Alan EGelfand, David M. Holland. space-time data fusion under error in computer model output: an application to modeling air quality. Biometrics. 2012;68:837–48.

    Article  Google Scholar 

  30. Inker LA, Christopher HSchmid, Tighiouart Hocine, Eckfeldt JohnH, Feldman HaroldI, Greene Tom, et al. Estimating Glomerular Filtration Rate from Serum Creatinine and Cystatin C. New Engl J Med. 2012;367:20–9.

    Article  CAS  Google Scholar 

  31. Flessner MF, Wyatt SB, Akylbekova EL, Coady S, Fulop T, Lee F, et al. Prevalence and awareness of CKD among African Americans: the Jackson Heart Study. Am J Kidney Dis : Off J Natl Kidney Found. 2009;53:238–47.

    Article  Google Scholar 

  32. Sims M, Diez-Roux AV, Dudley A, Gebreab S, Wyatt SB, Bruce MA, et al. Perceived discrimination and hypertension among African Americans in the Jackson Heart Study. Am J Public Health. 2012;102(Suppl 2):S258–65.

    Article  Google Scholar 

  33. Gebreab SY, Diez-Roux AV, Hickson DA, Boykin S, Sims M, Sarpong DF, et al. The contribution of stress to the social patterning of clinical and subclinical CVD risk factors in African Americans: the Jackson Heart Study. Soc Sci Med. 2012;75:1697–707.

    Article  Google Scholar 

  34. Dubowitz T, Ghosh-Dastidar M, Eibner C, Slaughter ME, Fernandes M, Whitsel EA, et al. The Women's Health Initiative: The Food Environment, Neighborhood Socioeconomic Status, BMI, and Blood Pressure. Obes (Silver Spring). 2012;20:862–71.

    Article  Google Scholar 

  35. Diez Roux AV, Merkin SS, Arnett D, Chambless L, Massing M, Nieto FJ, et al. Neighborhood of residence and incidence of coronary heart disease. N Engl J Med. 2001;345:99–106.

    Article  CAS  Google Scholar 

  36. Bell EJ, Pamela LLutsey, Windham BeverlyG, Aaron, Folsom R. Physical activity and cardiovascular disease in African Americans in ARIC. Med Sci Sports Exerc. 2013;45:901–7.

    Article  CAS  Google Scholar 

  37. Lloyd-Jones DM, Hong Y, Labarthe D, Mozaffarian D, Appel LJ, Van Horn L, et al. Defining and setting national goals for cardiovascular health promotion and disease reduction: the American heart association's strategic impact Goal through 2020 and beyond. Circulation. 2010;121:586–613.

    Article  Google Scholar 

  38. Go AS, Mozaffarian D, Roger VL, Benjamin EJ, Berry JD, Borden WB, et al. Heart disease and stroke statistics--2013 update: a report from the American Heart Association. Circulation. 2013;127:e6–e245.

    PubMed  Google Scholar 

  39. American Diabetes A. Diagnosis and classification of diabetes mellitus. Diabetes Care. 2010;33(Suppl 1):S62–9.

    Article  Google Scholar 

  40. Chobanian AV, Bakris GL, Black HR, Cushman WC, Green LA, Izzo JL Jr, et al. The Seventh Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure: the JNC 7 report. JAMA. 2003;289:2560–72.

    Article  CAS  Google Scholar 

  41. Wyatt SB, Akylbekova EL, Wofford MR, Coady SA, Walker ER, Andrew ME, et al. Prevalence, awareness, treatment, and control of hypertension in the Jackson Heart Study. Hypertension. 2008;51:650–6.

    Article  CAS  Google Scholar 

  42. Wang Y, Eliot MN, Koutrakis P, Gryparis A, Schwartz JD, Coull BA, et al. Ambient air pollution and depressive symptoms in older adults: results from the MOBILIZE Boston study. Environ Health Perspect. 2014;122:553–8.

    Article  Google Scholar 

  43. Wang Y, Eliot MN, Kuchel GA, Schwartz J, Coull BA, Mittleman MA, et al. Long-term exposure to ambient air pollution and serum leptin in older adults: results from the MOBILIZE Boston study. J Occup Environ Med. 2014;56:e73–7.

    Article  CAS  Google Scholar 

  44. Wellenius GA, Boyle LD, Coull BA, Milberg WP, Gryparis A, Schwartz J, et al. Residential proximity to nearest major roadway and cognitive function in community-dwelling seniors: results from the MOBILIZE Boston study. J Am Geriatr Soc. 2012;60:2075–80.

    Article  Google Scholar 

  45. Wang, Yi, Gregory A. Wellenius, DeMarc A. Hickson, Annie Gjelsvik, Charles B. Eaton, and Sharon B. Wyatt. "Residential proximity to traffic-related pollution and atherosclerosis in 4 vascular beds among African-American adults: results from the Jackson Heart Study." American Journal of Epidemiology 2016;184:732–743.

    Article  Google Scholar 

  46. Weaver A, Wellenius G, Wu W-C, Hickson D, Kamalesh M, Wang Y. Residential proximity to major roadways is not associated with cardiac function in African Americans: results from the Jackson heart study. Int J Env Res Pub He. 2016;13:581.

    Article  Google Scholar 

  47. Zhu Y, Hinds WC, Kim S, Sioutas C. Concentration and size distribution of ultrafine particles near a major highway. J Air Waste Manag Assoc. 2002;52:1032–42.

    Article  Google Scholar 

  48. Hickson DA, Waller LA, Gebreab SY, Wyatt SB, Kelly J, Antoine-Lavigne D, et al. Geographic representation of the jackson heart study cohort to the African-American population in Jackson, Mississippi. Am J Epidemiol. 2011;173:110–7.

    Article  Google Scholar 

Download references

Acknowledgements

The Jackson Heart Study is supported and conducted in collaboration with Jackson State University (HHSN268201300049C, HHSN268201300050C), Tougaloo College (HHSN268201300049C), and the University of Mississippi Medical Center (HHSN268201300046C, HHSN268201300047C) contracts from the National Heart, Lung, and Blood Institute and the National Institute on Minority Health and Health Disparities. The authors thank the participants and staffs of the JHS.

Disclaimer

The views expressed in this paper are those of the authors, and do not necessarily represent the views of the National Heart, Lung, and Blood Institute; the National Institutes of Health; the U.S. Department of Health and Human Services.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yi Wang.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Electronic supplementary material

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Weaver, A.M., Wang, Y., Wellenius, G.A. et al. Long-term exposure to ambient air pollution and renal function in African Americans: the Jackson Heart Study. J Expo Sci Environ Epidemiol 29, 548–556 (2019). https://doi.org/10.1038/s41370-018-0092-3

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/s41370-018-0092-3

Key words

This article is cited by

Search

Quick links