Skip to main content

Advertisement

Log in

Long-Term Cigarette Smoking Trajectories Among HIV-Seropositive and Seronegative MSM in the Multicenter AIDS Cohort Study

  • Original Paper
  • Published:
AIDS and Behavior Aims and scope Submit manuscript

Abstract

To examine the association between demographic characteristics and long-term smoking trajectory group membership among HIV-seropositive and HIV-seronegative men who have sex with men (MSM). A cohort of 6552 MSM from the Multicenter AIDS Cohort Study were asked detailed information about their smoking history since their last follow-up. Group-based trajectory modeling was used to examine smoking behavior and identify trajectory group membership. Because participants enrolled after 2001 were more likely to be younger, HIV-seronegative, non-Hispanic black, and have a high school diploma or less, we also assessed time of enrollment in our analysis. Participants were grouped into 4 distinct smoking trajectory groups: persistent nonsmoker (n = 3737 [55.9 %]), persistent light smoker (n = 663 [11.0 %]), heavy smoker to nonsmoker (n = 531 [10.0 %]), and persistent heavy smoker (n = 1604 [23.1 %]). Compared with persistent nonsmokers, persistent heavy smokers were associated with being enrolled in 2001 and later (adjusted odds ratio [aOR] 2.35; 95 % CI 2.12–2.58), having a high school diploma or less (aOR 3.22; 95 % CI 3.05–3.39), and being HIV-seropositive (aOR 1.17; 95 % CI 1.01–1.34). These associations were statistically significant across all trajectory groups for time of enrollment and education but not for HIV serostatus. The overall decrease of smoking as shown by our trajectory groups is consistent with the national trend. Characteristics associated with smoking group trajectory membership should be considered in the development of targeted smoking cessation interventions among MSM and people living with HIV.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1

Similar content being viewed by others

References

  1. Mdodo R, et al. Cigarette smoking prevalence among adults with HIV compared with the general adult population in the United States: cross-sectional surveys. Ann Intern Med. 2015;162(5):335–44.

    Article  PubMed  Google Scholar 

  2. Crothers K, et al. Impact of cigarette smoking on mortality in HIV-positive and HIV-negative veterans. AIDS Educ Prev. 2009;21(3 Suppl):40–53.

    Article  PubMed  PubMed Central  Google Scholar 

  3. Lifson AR, Lando HA. Smoking and HIV: prevalence, health risks, and cessation strategies. Curr HIV/AIDS Rep. 2012;9(3):223–30.

    Article  PubMed  Google Scholar 

  4. Lifson AR, et al. Smoking-related health risks among persons with HIV in the strategies for management of antiretroviral therapy clinical trial. Am J Public Health. 2010;100(10):1896–903.

    Article  PubMed  PubMed Central  Google Scholar 

  5. Tesoriero JM, et al. Smoking among HIV positive New Yorkers: prevalence, frequency, and opportunities for cessation. AIDS Behav. 2010;14(4):824–35.

    Article  PubMed  Google Scholar 

  6. Pacek LR, Harrell PT, Martins SS. Cigarette smoking and drug use among a nationally representative sample of HIV-positive individuals. Am J Addict. 2014;23(6):582–90.

    Article  PubMed  PubMed Central  Google Scholar 

  7. Benard A, et al. Tobacco addiction and HIV infection: toward the implementation of cessation programs. ANRS CO3 Aquitaine Cohort. AIDS Patient Care STDS. 2007;21(7):458–68.

    Article  PubMed  Google Scholar 

  8. Royce RA, Winkelstein W Jr. HIV infection, cigarette smoking and CD4 + T-lymphocyte counts: preliminary results from the San Francisco Men’s Health Study. AIDS. 1990;4(4):327–33.

    Article  CAS  PubMed  Google Scholar 

  9. Stall RD, et al. Cigarette smoking among gay and bisexual men. Am J Public Health. 1999;89(12):1875–8.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. Reynolds NR. Cigarette smoking and HIV: more evidence for action. AIDS Educ Prev. 2009;21(3 Suppl):106–21.

    Article  PubMed  PubMed Central  Google Scholar 

  11. Agaku I, King B, Dube S. Current cigarette smoking among adults-United States, 2005–2012. MMWR Mortal Mortal Wkly Rep. 2014;63:29–34.

    Google Scholar 

  12. Justice AC. HIV and aging: time for a new paradigm. Curr HIV/AIDS Rep. 2010;7(2):69–76.

    Article  PubMed  Google Scholar 

  13. Barbaro G, et al. An open-label, prospective, observational study of the incidence of coronary artery disease in patients with HIV infection receiving highly active antiretroviral therapy. Clin Ther. 2003;25(9):2405–18.

    Article  CAS  PubMed  Google Scholar 

  14. Friis-Moller N, et al. Combination antiretroviral therapy and the risk of myocardial infarction. N Engl J Med. 2003;349(21):1993–2003.

    Article  PubMed  Google Scholar 

  15. Petoumenos K, et al. Rates of cardiovascular disease following smoking cessation in patients with HIV infection: results from the D:A: D study(*). HIV Med. 2011;12(7):412–21.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. Kaslow RA, et al. Infection with the human immunodeficiency virus: clinical manifestations and their relationship to immune deficiency. A report from the Multicenter AIDS Cohort Study. Ann Intern Med. 1987;107(4):474–80.

    Article  CAS  PubMed  Google Scholar 

  17. Dudley J, et al. The Multicenter AIDS Cohort Study: retention after 9 1/2 years. Am J Epidemiol. 1995;142(3):323–30.

    CAS  PubMed  Google Scholar 

  18. Akhtar-Khaleel WZ, et al. Trends and predictors of cigarette smoking among HIV seropositive and seronegative men: the Multicenter AIDS Cohort Study. AIDS Behav. 2015. doi:10.1007/s10461-015-1099-6.

    Google Scholar 

  19. Cook RL, et al. Alcohol consumption trajectory patterns in adult women with HIV infection. AIDS Behav. 2013;17(5):1705–12.

    Article  PubMed  PubMed Central  Google Scholar 

  20. Lim SH, et al. Changes in stimulant drug use over time in the MACS: evidence for resilience against stimulant drug use among men who have sex with men. AIDS Behav. 2012;16(1):151–8.

    Article  PubMed  PubMed Central  Google Scholar 

  21. Hedeker D, Gibbons R. Longitudinal data analysis. Hoboken: Wiley; 2006.

    Google Scholar 

  22. Nagin D. Group-based modeling of development. Cambridge: Harvard University Press; 2005.

    Book  Google Scholar 

  23. Shwarz G. Estimating the dimension of a model. Ann Stat. 1978;9(2):461–4.

    Article  Google Scholar 

  24. Audrain-McGovern J, et al. Identifying and characterizing adolescent smoking trajectories. Cancer Epidemiol Biomarkers Prev. 2004;13(12):2023–34.

    PubMed  Google Scholar 

  25. Bernat DH, et al. Adolescent smoking trajectories: results from a population-based cohort study. J Adolesc Health. 2008;43(4):334–40.

    Article  PubMed  PubMed Central  Google Scholar 

  26. Hampson SE, et al. Smoking trajectories across high school: sensation seeking and hookah use. Nicotine Tob Res. 2013;15(8):1400–8.

    Article  PubMed  PubMed Central  Google Scholar 

  27. Lessov-Schlaggar CN, et al. Adolescent smoking trajectories and nicotine dependence. Nicotine Tob Res. 2008;10:341–51.

    Article  PubMed  Google Scholar 

  28. Greenwood GL, et al. Tobacco use and cessation among a household-based sample of US urban men who have sex with men. Am J Public Health. 2005;95:145–51.

    Article  PubMed  PubMed Central  Google Scholar 

  29. Herrick AL, et al. Adversity and syndemic production among men participating in the multicenter AIDS cohort study: a life-course approach. Am J Public Health. 2013;103(1):79–85.

    Article  PubMed  PubMed Central  Google Scholar 

  30. Kurtz SP, et al. Resilience, syndemic factors, and serosorting behaviors among HIV-positive and HIV-negative substance-using MSM. AIDS Educ Prev. 2012;24(3):193–205.

    Article  PubMed  PubMed Central  Google Scholar 

  31. Stall R, Friedman M, Catania J. Interacting epidemics and gay men’s health: a theory of syndemic production among urban gay men. In: Unequal opportunity: health disparities affecting gay and bisexual men in the United States. New York: Oxford University Press; 2008.

  32. Fergus S, Zimmerman MA. Adolescent resilience: a framework for understanding healthy development in the face of risk. Annu Rev Public Health. 2005;26:399–419.

    Article  PubMed  Google Scholar 

  33. Rabkin JG, et al. Resilience in adversity among long-term survivors of AIDS. Hosp Community Psychiatry. 1993;44(2):162–7.

    CAS  PubMed  Google Scholar 

  34. Mills TC, et al. Distress and depression in men who have sex with men: the Urban Men’s Health Study. Am J Psychiatry. 2004;161(2):278–85.

    Article  PubMed  Google Scholar 

  35. Stall R, et al. Alcohol use, drug use and alcohol-related problems among men who have sex with men: the Urban Men’s Health Study. Addiction. 2001;96(11):1589–601.

    Article  CAS  PubMed  Google Scholar 

  36. Herrick AL, et al. Resilience as an untapped resource in behavioral intervention design for gay men. AIDS Behav. 2011;15(Suppl 1):S25–9.

    Article  PubMed  Google Scholar 

  37. Kent M, Davis M. The emergence of capacity-building programs and models of resilience. Handbook of adult resilience. New York: Guilford Press; 2010. p. 427–49.

    Google Scholar 

Download references

Acknowledgments

Data in this manuscript were collected by the Multicenter AIDS Cohort Study (MACS) with centers at Baltimore (U01-AI35042): The Johns Hopkins University Bloomberg School of Public Health: Joseph B. Margolick (PI), Barbara Crain, Adrian Dobs, Homayoon Farzadegan, Joel Gallant, Lisette Johnson-Hill, Cynthia Munro, Michael W. Plankey, Ned Sacktor, James Shepard, Chloe Thio; Chicago (U01-AI35039): Feinberg School of Medicine, Northwestern University, and Cook County Bureau of Health Services: Steven M. Wolinsky (PI), John P. Phair, Sheila Badri, Maurice O’Gorman, David Ostrow, Frank Palella, Ann Ragin; Los Angeles(U01-AI35040): University of California, UCLA Schools of Public Health and Medicine: Roger Detels (PI), Otoniel Martínez-Maza (Co-P I), Aaron Aronow, Robert Bolan, Elizabeth Breen, Anthony Butch, Beth Jamieson, Eric N. Miller, John Oishi, Harry Vinters, Dorothy Wiley, Mallory Witt, Otto Yang, Stephen Young, Zuo Feng Zhang; Pittsburgh (U01-AI35041): University of Pittsburgh, Graduate School of Public Health: Charles R. Rinaldo (PI), Lawrence A. Kingsley (Co-PI), James T. Becker, Ross D. Cranston, Jeremy J. Martinson, John W. Mellors, Anthony J. Silvestre, Ronald D. Stall; and the Data Coordinating Center (UM1-AI35043): The Johns Hopkins University Bloomberg School of Public Health: Lisa P. Jacobson (PI), Alvaro Munoz (Co-PI), Alison, Abraham, Keri Althoff, Christopher Cox, Jennifer Deal, Gypsyamber D’Souza, Priya Duggal, Janet Schollenberger, Eric C. Seaberg, Sol Su, Pamela Surkan. The MACS is funded primarily by the National Institute of Allergy and Infectious Diseases (NIAID), with additional co-funding from the National Cancer Institute (NCI). Targeted supplemental funding for specific projects was also provided by the National Heart, Lung, and Blood Institute (NHLBI), and the National Institute on Deafness and Communication Disorders (NIDCD). MACS data collection is also supported by UL1-TR000424 (JHU CTSA). Website located at http://www.statepi.jhsph.edu/macs/macs.html. The contents of this publication are solely the responsibility of the authors and do not represent the official views of the National Institutes of Health (NIH).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Wajiha Z. Akhtar-Khaleel.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Akhtar-Khaleel, W.Z., Cook, R.L., Shoptaw, S. et al. Long-Term Cigarette Smoking Trajectories Among HIV-Seropositive and Seronegative MSM in the Multicenter AIDS Cohort Study. AIDS Behav 20, 1713–1721 (2016). https://doi.org/10.1007/s10461-016-1343-8

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10461-016-1343-8

Keywords

Navigation