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A Self-Reported Adherence Measure to Screen for Elevated HIV Viral Load in Pregnant and Postpartum Women on Antiretroviral Therapy

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Abstract

Maternal adherence to antiretroviral therapy (ART) is a concern and monitoring adherence presents a significant challenge in low-resource settings. We investigated the association between self-reported adherence, measured using a simple three-item scale, and elevated viral load (VL) among HIV-infected pregnant and postpartum women on ART in Cape Town, South Africa. This is the first reported use of this scale in a non-English speaking setting and it achieved good psychometric characteristics (Cronbach α = 0.79). Among 452 women included in the analysis, only 12 % reported perfect adherence on the self-report scale, while 92 % had a VL <1000 copies/mL. Having a raised VL was consistently associated with lower median adherence scores and the area under the curve for the scale was 0.599, 0.656 and 0.642 using a VL cut-off of ≥50, ≥1000 and ≥10000 copies/mL, respectively. This simple self-report adherence scale shows potential as a first-stage adherence screener in this setting. Maternal adherence monitoring in low resource settings requires attention in the era of universal ART, and the value of this simple adherence scale in routine ART care settings warrants further investigation.

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References

  1. Loutfy MR, Wu W, Letchumanan M, Bondy L, Antoniou T, Margolese S, et al. Systematic review of HIV transmission between heterosexual serodiscordant couples where the HIV-positive partner is fully suppressed on antiretroviral therapy. PLoS One. 2013;8(2):e55747.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  2. World Health Organisation. Consolidated guidelines on the use of antiretroviral drugs for treating and preventing HIV infection. Recommendations for a publich health approach. Geneva: World Health Organization; (2013). http://www.who.int/hiv/pub/guidelines/arv2013/download/en/. Accessed 2 Feb 2015.

  3. Ahmed S, Kim MH, Abrams EJ. Risks and benefits of lifelong antiretroviral treatment for pregnant and breastfeeding women: a review of the evidence for the option B + approach. Curr Opin HIV AIDS. 2013;8(5):474–89.

    Article  PubMed  Google Scholar 

  4. Vrijens B, De Geest S, Hughes DA, Przemyslaw K, Demonceau J, Ruppar T, et al. A new taxonomy for describing and defining adherence to medications. Br J Clin Pharmacol. 2012;73(5):691–705.

    Article  PubMed  PubMed Central  Google Scholar 

  5. Nachega JB, Uthman O, Anderson J, Peltzer K, Wampold S, Cotton MF, et al. Adherence to antiretroviral therapy during and after pregnancy in low-income, middle-income, and high-income countries: a systematic review and meta-analysis. AIDS. 2012;26(16):2039–52.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Clouse K, Pettifor A, Maskew M, Bassett J, Van Rie A, Gay C, et al. Initiating antiretroviral therapy when presenting with higher CD4 cell counts results in reduced loss to follow-up in a resource-limited setting. AIDS. 2013;27(4):645–50.

    Article  PubMed  PubMed Central  Google Scholar 

  7. Psaros C, Remmert JE, Bangsberg DR, Safren SA, Smit JA. Adherence to HIV care after pregnancy among women in Sub-Saharan Africa: falling off the cliff of the treatment cascade. Curr HIV/AIDS Rep. 2015;12(1):1–5.

    Article  PubMed  PubMed Central  Google Scholar 

  8. Duong M, Piroth L, Peytavin G, Forte F, Kohli E, Grappin M, et al. Value of patient self-report and plasma human immunodeficiency virus protease inhibitor level as markers of adherence to antiretroviral therapy: relationship to virologic response. Clin Infect Dis. 2001;33(3):386–92.

    Article  CAS  PubMed  Google Scholar 

  9. Simoni JM, Kurth AE, Pearson CR, Pantalone DW, Merrill JO, Frick PA. Self-report measures of antiretroviral therapy adherence: a review with recommendations for HIV research and clinical management. AIDS Behav. 2006;10(3):227–45.

    Article  PubMed  PubMed Central  Google Scholar 

  10. 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. J Acquir Immune Defic Syndr. 2012;61(2):249–57.

    Article  CAS  PubMed  Google Scholar 

  11. Nachega JB, Hislop M, Dowdy DW, Chaisson RE, Regensberg L, Maartens G. Adherence to nonnucleoside reverse transcriptase inhibitor-based HIV therapy and virologic outcomes. Ann Intern Med. 2007;146:564–73.

    Article  PubMed  Google Scholar 

  12. Calmy A, Ford N, Hirschel B, Reynolds SJ, Lynen L, Goemaere E, et al. HIV viral load monitoring in resource-limited regions: optional or necessary? Clin Infect Dis. 2007;44(1):128–34.

    Article  PubMed  Google Scholar 

  13. Bonner K, Mezochow A, Roberts T, Ford N, Cohn J. Viral load monitoring as a tool to reinforce adherence: a systematic review. J Acquir Immune Defic Syndr. 2013;64(1):74–8.

    Article  PubMed  Google Scholar 

  14. Garfield S, Clifford S, Eliasson L, Barber N, Willson A. Suitability of measures of self-reported medication adherence for routine clinical use: a systematic review. BMC Med Res Methodol. 2011;11(1):149–57.

    Article  PubMed  PubMed Central  Google Scholar 

  15. Williams AB, Amico KR, Bova C, Womack J. A proposal for quality standards for measuring medication adherence in research. AIDS Behav. 2013;17(1):284–97.

    Article  PubMed  PubMed Central  Google Scholar 

  16. Berg K, Arnsten J. Practical and conceptual challenges in measuring antiretroviral adherence. J Acquir Immune Defic Syndr. 2006;43(S1):S79–87.

    Article  PubMed  PubMed Central  Google Scholar 

  17. Thompson MA, Mugavero MJ, Rivet Amico K, Cargill VA, Chang LW, Gross R, et al. Guidelines for improving entry into and retention in care and antiretroviral adherence for persons with HIV: evidence-based recommendations from an international association of physicians in AIDS care panel. Ann Intern Med. 2012;156(11):817–33.

    Article  PubMed  PubMed Central  Google Scholar 

  18. Bärnighausen T, Chaiyachati K, Chimbindi N, Peoples A, Haberer J, Newell ML. Interventions to increase antiretroviral adherence in sub-Saharan Africa: a systematic review of evaluation studies. Lancet Infect Dis. 2011;11(12):942–51.

    Article  PubMed  PubMed Central  Google Scholar 

  19. Sangeda RZ, Mosha F, Prosperi M, Aboud S, Vercauteren J, Camacho RJ, et al. Pharmacy refill adherence outperforms self-reported methods in predicting HIV therapy outcome in resource-limited settings. BMC Public Health. 2014;14(1):1035.

    Article  PubMed  PubMed Central  Google Scholar 

  20. Genberg BL, Wilson IB, Bangsberg DR, Arnsten J, Goggin K, Remien RH, et al. Patterns of antiretroviral therapy adherence and impact on HIV RNA among patients in North America. AIDS. 2012;26(11):1415–23.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. Nieuwkerk PT, Oort FJ. Self-reported adherence to antiretroviral therapy for HIV-1 infection and virologic treatment response: a meta-analysis. J Acquir Immune Defic Syndr. 2005;38(4):445–8.

    Article  PubMed  Google Scholar 

  22. Glass T, Cavassini M. Asking about adherence—from flipping the coin to strong evidence. Swiss Med Wkly. 2014;144:w14016.

    PubMed  Google Scholar 

  23. Wilson IB, Carter A, Berg K. Improving the self-report of HIV antiretroviral medication adherence: is the glass half full or half empty? Curr HIV/AIDS Rep. 2009;6(4):177–86.

    Article  PubMed  PubMed Central  Google Scholar 

  24. Simoni JM, Huh D, Wang Y, Wilson IB, Reynolds NR, Remien RH, et al. The validity of self-reported medication adherence as an outcome in clinical trials of adherence-promotion interventions: findings from the MACH14 study. AIDS Behav. 2014;18(12):2285–90.

    Article  PubMed  PubMed Central  Google Scholar 

  25. Steel G, Nwokike J, Joshi MP. Development of a multi-method tool to measure ART adherence in resource-constrained settings: the South Africa experience. Arlington, VA: Management Sciences for Health; (2007). http://apps.who.int/medicinedocs/en/d/Js21890en. Accessed 9 June 2015.

  26. Wilson IB, Fowler FJ, Cosenza CA, Michaud J, Bentkover J, Rana A, et al. Cognitive and field testing of a new set of medication adherence self-report items for HIV care. AIDS Behav. 2014;18:2349–58.

    Article  PubMed  Google Scholar 

  27. Wilson IB, Lee Y, Michaud J, Fowler FJ, Rogers WH. Validation of a new three-item self-report measure for medication adherence. AIDS Behav. 2016. doi:10.1007/s10461-016-1406-x.

    Google Scholar 

  28. Fowler FJ, Lloyd SJ, Cosenza CA, Wilson IB. Coding cognitive interviews: an approach to enhancing the value of cognitive testing for survey question evaluation. Field Methods. 2014;28:1–18.

    Google Scholar 

  29. Thirumurthy H, Siripong N, Vreeman RC, Pop-Eleches C, Habyarimana J, Sidle J, et al. Differences between self-reported and electronically monitored adherence among patients receiving antiretroviral therapy in a resource-limited setting. AIDS. 2012;26(18):2399–403.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  30. Hodgson I, Plummer ML, Konopka SN, Colvin CJ, Jonas E, Albertini J, et al. A systematic review of individual and contextual factors affecting art initiation, adherence, and retention for HIV-infected pregnant and postpartum women. PLoS One. 2014;9(11):e111421.

    Article  PubMed  PubMed Central  Google Scholar 

  31. Western Cape Government. PMTCT clinical guidelines update. Cape Town, South Africa: (2013). https://www.westerncape.gov.za/assets/departments/health/wcp_2013_pmtct_clinical_guidelines_update_final_replacement_2.pdf. Accessed 2 Feb 2015.

  32. World Health Organisation. Process of translation and adaptation of instruments. Geneva, Switzerland: (2013). http://www.who.int/substance_abuse/research_tools/translation/en/. Accessed 10 Jan 2013.

  33. Cox J, Holden J, Sagovsky R. Detection of postnatal depression: development of the 10-item Edinburgh postnatal depression scale. Br J Psychiatry. 1987;150:782–6.

    Article  CAS  PubMed  Google Scholar 

  34. Bush K, Kivlahan D, McDonell M, Fihn S, Bradley K. The AUDIT alcohol consumption questions (AUDIT-C): an effective brief screening test for problem drinking. Ambulatory care quality improvement project (ACQUIP). Alcohol use disorders identification test. Arch Intern Med. 1998;158(16):1789–95.

    Article  CAS  PubMed  Google Scholar 

  35. Read PJ, Mandalia S, Khan P, Harrisson U, Naftalin C, Gilleece Y, et al. When should HAART be initiated in pregnancy to achieve an undetectable HIV viral load by delivery? AIDS. 2012;26:1095–103.

    Article  CAS  PubMed  Google Scholar 

  36. Chaiyachati K, Hirschhorn LR, Tanser F, Newell M-L, Bärnighausen T. Validating five questions of antiretroviral nonadherence in a public-sector treatment program in rural South Africa. AIDS Patient Care STDS. 2011;25(3):163–70.

    PubMed  PubMed Central  Google Scholar 

  37. Kagee A, Nel A. Assessing the association between self-report items for HIV pill adherence and biological measures. AIDS Care. 2012;24(11):1448–52.

    Article  PubMed  Google Scholar 

  38. Berg K, Wilson I, Li X, Arnsten J. Comparison among antiretroviral adherence questions. AIDS Behav. 2012;16(2):461–8.

    Article  PubMed  PubMed Central  Google Scholar 

  39. Robbins RN, Spector AY, Mellins CA, Remien RH. Optimizing ART adherence: update for HIV treatment and prevention. Curr HIV/AIDS Rep. 2014;11(4):423–33.

    Article  PubMed  PubMed Central  Google Scholar 

  40. Kreitchmann R, Harris DR, Kakehasi F, Haberer JE, Cahn P, Losso M, et al. Antiretroviral adherence during pregnancy and postpartum in Latin America. AIDS Patient Care STDS. 2012;26(8):486–95.

    Article  PubMed  PubMed Central  Google Scholar 

  41. Deschamps AE, De Geest S, Vandamme A-M, Bobbaers H, Peetermans WE, Van Wijngaerden E. Diagnostic value of different adherence measures using electronic monitoring and virologic failure as reference standards. AIDS Patient Care STDS. 2008;22(9):735–43.

    Article  PubMed  Google Scholar 

  42. Walsh JC, Mandalia S, Gazzard BG. Responses to a 1 month self-report on adherence to antiretroviral therapy are consistent with electronic data and virological treatment outcome. AIDS. 2002;16(2):269–77.

    Article  PubMed  Google Scholar 

  43. Wu P, Johnson BA, Nachega JB, Wu B, Ordonez CE, Hare AQ, et al. The combination of pill count and self-reported adherence is a strong predictor of first-line ART failure for adults in South Africa. Curr HIV Res. 2014;12(5):366–75.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  44. Abah IO, Ojeh VB, Musa J, Ugoagwu P, Agaba PA, Agbaji O, et al. Clinical utility of pharmacy-based adherence measurement in predicting virologic outcomes in an adult HIV-infected cohort in Jos, North Central Nigeria. J Int Assoc Provid AIDS Care. 2014. doi:10.1177/2325957414539197.

    PubMed  Google Scholar 

  45. Goldman JD, Cantrell RA, Mulenga LB, Tambatamba BC, Reid SE, Levy JW, et al. Simple adherence assessments to predict virologic failure among HIV-infected adults with discordant immunologic and clinical responses to antiretroviral therapy. AIDS Res Hum Retrovir. 2008;24(8):1031–5.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

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Acknowledgments

The authors would like to thank the women who participated in this study, as well as the study staff for their support of this research. This research was supported by the President’s Emergency Plan for AIDS Relief (PEPFAR) through the National Institute of Child Health and Human Development (NICHD), Grant Number 1R01HD074558. Drs. Mellins and Remien were also supported by the HIV Center for Clinical and Behavioral Studies (P30-MH43520). Additional funding comes from the Elizabeth Glaser Pediatric AIDS Foundation.

Funding

This study was funded by the President’s Emergency Plan for AIDS Relief (PEPFAR) through the National Institute of Child Health and Human Development (NICHD), Grant Number 1R01HD074558. Drs. Mellins and Remien were also supported by the HIV Center for Clinical and Behavioral Studies (P30-MH43520). Additional funding comes from the Elizabeth Glaser Pediatric AIDS Foundation.

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Correspondence to Tamsin Phillips.

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This study was conducted in accordance with the ethical standards of the 1964 Helsinki declaration and its later amendments, and was approved and conducted in accordance with the standards of the Human Research Ethics Committee of the University of Cape Town as well as the Institutional Review Board of the Columbia University Medical Centre. Written informed consent was obtained from all individual participants included in the study.

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Phillips, T., Brittain, K., Mellins, C.A. et al. A Self-Reported Adherence Measure to Screen for Elevated HIV Viral Load in Pregnant and Postpartum Women on Antiretroviral Therapy. AIDS Behav 21, 450–461 (2017). https://doi.org/10.1007/s10461-016-1448-0

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