Abstract
Success of antiretroviral therapy depends on adherence to effective treatment. We evaluated four adherence methods and their correlation with immunological and virologic response among women receiving PMTCT. Univariable and multivariable analyses were used to assess how adherence by pill count (n = 463), self-report (n = 463), MEMS (n = 129) and plasma drug level (n = 89) was associated with viral load suppression within a 6 months period. Longitudinal analysis was performed to determine the correlation of CD4 cell count with each measure of adherence. For all measures of adherence, sustained viral suppression was less likely for participants in the lowest category of adherence. Although CD4 cell count increased substantially over time, there was no significant association with adherence by the methods. Multiple strategies can be used successfully to monitor treatment adherence. Persons with ≥95% adherence by any method used in this study were more likely to have a favorable treatment outcome.
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References
World Health O. Global report: UNAIDS report on the global AIDS epidemic 2010. In: Geneva: WHO; 2010.
Nieuwkerk PT, Sprangers MAG, Burger DM, Hoetelmans RMW, Hugen PWH, Danner SA, et al. Limited patient adherence to highly active antiretroviral therapy for HIV-1 infection in an observational cohort study. Arch Intern Med. 2001;1962:161.
Elul B, Basinga P, Nuwagaba-Biribonwoha H, Saito S, Horowitz D, Nash D, et al. High levels of adherence and viral suppression in a nationally representative sample of HIV-infected adults on antiretroviral therapy for 6, 12 and 18 months in Rwanda. PLOS ONE. 2013;8:e53586.
Podsadecki TJ, Vrijens BC, Tousset EP, Rode RA, Hanna GJ. Decreased adherence to antiretroviral therapy observed prior to transient human immunodeficiency virus type 1 viremia. J Infect Dis. 2007;196:1773–8.
Gross R, Yip B, Re Iii VL, Wood E, Alexander CS, Harrigan PR, et al. A simple, dynamic measure of antiretroviral therapy adherence predicts failure to maintain HIV-1 suppression. J Infect Dis. 2006;194:1108–14.
Shah B, Walshe L, Saple DG, Mehta SH, Ramnani JP, Kharkar RD, et al. Adherence to antiretroviral therapy and virologic suppression among HIV-infected persons receiving care in private clinics in Mumbai, India. Clin Infect Dis. 2007;44:1235–44.
Baeten JM, Haberer JE, Liu AY, Sista N. Preexposure prophylaxis for HIV prevention: where have we been and where are we going? JAIDS J Acquir Immune Defic Syndr. 2013;63:S122–9.
Cohen MS, Chen YQ, McCauley M, Gamble T, Hosseinipour MC, Kumarasamy N, et al. Prevention of HIV-1 infection with early antiretroviral therapy. N Engl J Med. 2011;365:493–505.
Thigpen MC, Kebaabetswe PM, Paxton LA, Smith DK, Rose CE, Segolodi TM, et al. Antiretroviral preexposure prophylaxis for heterosexual HIV transmission in Botswana. N Engl J Med. 2012;367:423–34.
Baeten JM, Donnell D, Ndase P, Mugo NR, Campbell JD, Wangisi J, et al. Antiretroviral prophylaxis for HIV prevention in heterosexual men and women. N Engl J Med. 2012;367:399–410.
Bangsberg DR. Preventing HIV antiretroviral resistance through better monitoring of treatment adherence. J Infect Dis. 2008;197:S272–8.
Kobin AB, Sheth NU. Levels of adherence required for virologic suppression among newer antiretroviral medications. Ann Pharmacother. 2011;45:372–9.
Rai S, Mahapatra B, Sircar S, Raj PY, Venkatesh S, Shaukat M, Rewari BB. Adherence to antiretroviral therapy and its effect on survival of HIV-infected individuals in Jharkhand, India. PLOS ONE. 2013;8:e66860.
El-Khatib Z, Ekstrom AM, Coovadia A, Abrams EJ, Petzold M, Katzenstein D, et al. Adherence and virologic suppression during the first 24 weeks on antiretroviral therapy among women in Johannesburg, South Africa-a prospective cohort study. BMC Public Health. 2011;11:88.
Nieuwkerk PT, Oort FJ. Self-reported adherence to antiretroviral therapy for HIV-1 infection and virologic treatment response: a meta-analysis. JAIDS J Acquir Immune Defic Syndr. 2005;38:445–8.
Wood E, Hogg RS, Yip B, Harrigan PR, O’Shaughnessy MV, Montaner JSG. The impact of adherence on CD4 cell count responses among HIV-infected patients. JAIDS J Acquir Immune Defic Syndr. 2004;35:261–8.
Wang H, Zhou J, He G, Luo Y, Li X, Yang A, et al. Consistent ART adherence is associated with improved quality of life, CD4 counts, and reduced hospital costs in central China. AIDS Res Hum Retrovir. 2009;25:757–63.
Haberer JE, Kahane J, Kigozi I, Emenyonu N, Hunt P, Martin J, Bangsberg DR. Real-time adherence monitoring for HIV antiretroviral therapy. AIDS Behav. 2010;14:1340–6.
Williams AB, Amico KR, Bova C, Womack JA. A proposal for quality standards for measuring medication adherence in research. AIDS Behav. 2012;17:284–97.
Osterberg L, Blaschke T. Adherence to medication. N Engl J Med. 2005;353:487–97.
Minzi OM, Naazneen AS. Validation of self-report and hospital pill count using unannounced home pill count as methods for determination of adherence of antiretroviral therapy. Tanzan J Health Res. 2008;10:84–8.
Bell DJ, Kapitao Y, Sikwese R, van Oosterhout JJ, Lalloo DG. Adherence to antiretroviral therapy in patients receiving free treatment from a government hospital in Blantyre, Malawi. JAIDS J Acquir Immune Defic Syndr. 2007;45:560–3.
Haberer JE, Kiwanuka J, Nansera D, Muzoora C, Hunt PW, So J, et al. Real-time adherence monitoring of antiretroviral therapy among hiv-infected adults and children in rural uganda. AIDS (Lond, Engl) 2013.
Fennie KP, Knafl GJ, Dieckhaus KD, Watrous E, Williams AB. Use of electronic monitoring devices to measure antiretroviral adherence: practical considerations. AIDS Behav. 2005;9:103–10.
Berg KM, Arnsten JH. Practical and conceptual challenges in measuring antiretroviral adherence. J Acquir Immune Defic Syndr. 1999;2006(43):S79.
San Lio MM, Carbini R, Germano P, Guidotti G, Mancinelli S, Magid NA, et al. Evaluating adherence to highly active antiretroviral therapy with use of pill counts and viral load measurement in the drug resources enhancement against AIDS and malnutrition program in Mozambique. Clin Infect Dis. 2008;46:1609–16.
Vriesendorp R, Cohen A, Kristanto P, Vrijens B, Rakesh P, Anand B, et al. Adherence to HAART therapy measured by electronic monitoring in newly diagnosed HIV patients in Botswana. Eur J Clin Pharmacol. 2007;63:1115–21.
Liu H, Golin CE, Miller LG, Hays RD, Beck CK, Sanandaji S, et al. A comparison study of multiple measures of adherence to HIV protease inhibitors. Ann Intern Med. 2001;134:968–77.
Thomas TK, Masaba R, Borkowf CB, Ndivo R, Zeh C, Misore A, et al. Triple-antiretroviral prophylaxis to prevent mother-to-child HIV transmission through breastfeeding—the Kisumu Breastfeeding Study, Kenya: a clinical trial. PLOS Med. 2011;8:e1001015.
Mirochnick M, Thomas T, Capparelli E, Zeh C, Holland D, Masaba R, et al. Antiretroviral concentrations in breast-feeding infants of mothers receiving highly active antiretroviral therapy. Antimicrob Agents Chemother. 2009;53:1170–6.
Weidle PJ, Zeh C, Martin A, Lando R, Angira F, Osoga J, et al. Nelfinavir and its active metabolite, hydroxy-t-butylamidenelfinavir (M8), are transferred in small quantities to breast milk and do not reach biologically significant concentrations in breast-feeding infants whose mothers are taking nelfinavir. Antimicrob Agents Chemother. 2011;55:5168–71.
Okonji JA, Zeh C, Weidle PJ, Williamson J, Akoth B, Masaba RO, et al. CD4, viral load response, and adherence among antiretroviral-naive breast-feeding women receiving triple antiretroviral prophylaxis for prevention of mother-to-child transmission of HIV in Kisumu, Kenya. JAIDS J Acquir Immune Defic Syndr. 2012;61:249–57.
Clotet B, Menendez-Arias L, Schapiro JM, Kuritzkes D, Burger D, Telenti A, Brun-Vezinet F, Geretti AM, Boucher CA, Richman DD Guide to management of HIV drug resistance, antiretrovirals pharmacokinetics and viral hepatitis in HIV infected subjects. 8th ed. Fundaciό de Lluita contra la SIDA; 2008.
Zou G. A modified poisson regression approach to prospective studies with binary data. Am J Epidemiol. 2004;159:702–6.
Hardin JW, Hilbe JM. Generalized estimating equations. Boca Raton: CRC Press; 2013.
Kerr T, Walsh J, Lloyd-Smith E, Wood E. Measuring adherence to highly active antiretroviral therapy: implications for research and practice. Curr HIV AIDS Rep. 2005;2:200–5.
Chalker J, Andualem T, Gitau L, Ntaganira J, Obua C, Tadeg H, et al. Measuring adherence to antiretroviral treatment in resource-poor settings: the feasibility of collecting routine data for key indicators. BMC Health Serv Res. 2010;10:43.
Li JZ, Gallien S, Ribaudo H, Heisey A, Bangsberg, Kuritzkes. Incomplete adherence to antiretroviral therapy is associated with higher levels of residual HIV-1 viremia. AIDS (Lond, Engl). 2015;28:181.
Denison JA, Koole O, Tsui S, Menten J, Torpey K, van Praag E, et al. Incomplete adherence among treatment-experienced adults on antiretroviral therapy in Tanzania, Uganda and Zambia. AIDS. 2015;29:361–71.
Melbourne KM, Geletko SM, Brown SL, Willey-Lessne C, Chase S, Fisher A. Medication adherence in patients with HIV infection: a comparison of two measurement methods. AIDS Read. 1999;9:329.
Dimatteo MR, Giordani PJ, Lepper HS, Croghan TW. Patient adherence and medical treatment outcomes: a meta-analysis. Med Care. 2002;40:794–811.
Llabre MM, Weaver KE, Durán RE, Antoni MH, McPherson-Baker S, Schneiderman N. A measurement model of medication adherence to highly active antiretroviral therapy and its relation to viral load in HIV-positive adults. AIDS Patient Care STDs. 2006;20:701–11.
Shi L, Liu J, Koleva Y, Fonseca V, Kalsekar A, Pawaskar M. Concordance of adherence measurement using self-reported adherence questionnaires and medication monitoring devices. Pharmacoeconomics. 2010;28:1097–107.
Garber MC, Nau DP, Erickson SR, Aikens JE, Lawrence JB. The concordance of self-report with other measures of medication adherence: a summary of the literature. Med Care. 2004;42:649–52.
Martin S, Elliott-DeSorbo DK, Calabrese S, Wolters PL, Roby G, Brennan T, Wood LV. A comparison of adherence assessment methods utilized in the United States: perspectives of researchers, HIV-infected children, and their caregivers. AIDS Patient Care STDs. 2009;23:593–601.
Roustit M, Jlaiel M, Leclercq P. Labesque Fo. Pharmacokinetics and therapeutic drug monitoring of antiretrovirals in pregnant women. Br J Clin Pharmacol. 2008;66:179–95.
Grossberg R, Gross R. Use of pharmacy refill data as a measure of antiretroviral adherence. Curr HIV AIDS Rep. 2007;4:187–91.
Plipat N, Kottapat U, Komoltri C, Voradilokkul J, Anansakunwatt W, Chearskul P, et al. Evaluation of a practical method to assess antiretroviral adherence in HIV-infected Thai children. Southeast Asian J Trop Med Public Health. 2007;38(5):828.
Friedman MR, Stall R, Silvestre AJ, Wei C, Shoptaw S, Herrick A, et al. Effects of syndemics on HIV viral load and medication adherence in the multicentre AIDS cohort study. AIDS. 2015;29:1087–96.
FDA. Exposure-response relationships—study design, data analysis, and regulatory applications. In: (CDER) CfDEaR, editor; 2003. p. 8.
Ette E, Williams P. Pharmacometrics: the science of quantitative pharmacology. New Yor: Wiley; 2013.
Nettles RE, Kieffer TL, Parsons T, Johnson J, Cofrancesco J, Gallant JE, et al. Marked intraindividual variability in antiretroviral concentrations may limit the utility of therapeutic drug monitoring. Clin Infect Dis. 2006;42:1189–96.
Yamashita TE, Phair JP, Muñoz A, Margolick JB, Detels R, O’Brien SJ, et al. Immunologic and virologic response to highly active antiretroviral therapy in the Multicenter AIDS Cohort Study. AIDS. 2001;15:735–46.
Howard AA, Arnsten JH, Lo Y, Vlahov D, Rich JD, Schuman P, et al. A prospective study of adherence and viral load in a large multi-center cohort of HIV-infected women. AIDS. 2002;16:2175–82.
Nachega JB, Hislop M, Nguyen H, Dowdy DW, Chaisson RE, Regensberg L, et al. Antiretroviral therapy adherence, virologic and immunologic outcomes in adolescents compared with adults in southern Africa. J Acquir Immune Defic Syndr. 1999;2009(51):65.
Rosenblum M, Deeks SG, van der Laan M, Bangsberg DR. The risk of virologic failure decreases with duration of HIV suppression, at greater than 50% adherence to antiretroviral therapy. PLOS ONE. 2009;4:e7196.
Acknowledgements
The authors appreciate the vital contributions made by Barbara Wittwer, Jean-Michel Biollaz and the Aardex Group Ltd. in opening the MEMS database and providing supporting software. We also wish to thank the Kisumu breastfeeding study staff for their diligent work, and study participants for their time. This paper is published with the approval of the Director of KEMRI.
Author’s Contributions
VM contributed throughout the implementation, analysis and writing. RG contributed to the writing and provided statistical analysis. SG conducted the data analysis. RN and FA contributed to data collection. CZ performed the laboratory assays and analysis. TT initiated the study and contributed to the design and implementation. SL contributed to the analysis and writing. All authors read and approved the final manuscript.
Funding
Funding for the study was provided by the Kenya Medical Research Institute (KEMRI) through a cooperative agreement with the US Centers for Disease Control and Prevention (CDC). The study design, data collection instruments, data collection, data analysis, decision to publish and preparation of the manuscript were led by CDC and KEMRI staff based in Atlanta and at the KEMRI/CDC Field Station in Kisumu, Kenya.
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The findings and conclusions in this report are those of the authors and do not necessarily represent the views of their institutions, including the Centers for Diseases Control and Prevention and Kenya Medical Research Institute.
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Mudhune, V., Gvetadze, R., Girde, S. et al. Correlation of Adherence by Pill Count, Self-report, MEMS and Plasma Drug Levels to Treatment Response Among Women Receiving ARV Therapy for PMTCT in Kenya. AIDS Behav 22, 918–928 (2018). https://doi.org/10.1007/s10461-017-1724-7
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DOI: https://doi.org/10.1007/s10461-017-1724-7