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Rosen JG, Ssekubugu R, Chang LW, Ssempijja V, Galiwango RM, Ssekasanvu J, Ndyanabo A, Kisakye A, Nakigozi G, Rucinski KB, Patel EU, Kennedy CE, Nalugoda F, Kigozi G, Ratmann O, Nelson LJ, Mills LA, Kabatesi D, Tobian AAR, Quinn TC, Kagaayi J, Reynolds SJ, Grabowski MK. Temporal dynamics and drivers of durable HIV viral load suppression and persistent high- and low-level viraemia during Universal Test and Treat scale-up in Uganda: a population-based study. J Int AIDS Soc 2024; 27:e26200. [PMID: 38332519 PMCID: PMC10853573 DOI: 10.1002/jia2.26200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 12/04/2023] [Indexed: 02/10/2024] Open
Abstract
INTRODUCTION Population-level data on durable HIV viral load suppression (VLS) following the implementation of Universal Test and Treat (UTT) in Africa are limited. We assessed trends in durable VLS and viraemia among persons living with HIV in 40 Ugandan communities during the UTT scale-up. METHODS In 2015-2020, we measured VLS (<200 RNA copies/ml) among participants in the Rakai Community Cohort Study, a longitudinal population-based HIV surveillance cohort in southern Uganda. Persons with unsuppressed viral loads were characterized as having low-level (200-999 copies/ml) or high-level (≥1000 copies/ml) viraemia. Individual virologic outcomes were assessed over two consecutive RCCS survey visits (i.e. visit-pairs; ∼18-month visit intervals) and classified as durable VLS (<200 copies/ml at both visits), new/renewed VLS (<200 copies/ml at follow-up only), viral rebound (<200 copies/ml at initial visit only) or persistent viraemia (≥200 copies/ml at both visits). Population prevalence of each outcome was assessed over calendar time. Community-level prevalence and individual-level predictors of persistent high-level viraemia were also assessed using multivariable Poisson regression with generalized estimating equations. RESULTS Overall, 3080 participants contributed 4604 visit-pairs over three survey rounds. Most visit-pairs (72.4%) exhibited durable VLS, with few (2.5%) experiencing viral rebound. Among those with any viraemia at the initial visit (23.5%, n = 1083), 46.9% remained viraemic through follow-up, 91.3% of which was high-level viraemia. One-fifth (20.8%) of visit-pairs exhibiting persistent high-level viraemia self-reported antiretroviral therapy (ART) use for ≥12 months. Prevalence of persistent high-level viraemia varied substantially across communities and was significantly elevated among young persons aged 15-29 years (vs. 40- to 49-year-olds; adjusted risk ratio [adjRR] = 2.96; 95% confidence interval [95% CI]: 2.21-3.96), males (vs. females; adjRR = 2.40, 95% CI: 1.87-3.07), persons reporting inconsistent condom use with non-marital/casual partners (vs. persons with marital/permanent partners only; adjRR = 1.38, 95% CI: 1.10-1.74) and persons reporting hazardous alcohol use (adjRR = 1.09, 95% CI: 1.03-1.16). The prevalence of persistent high-level viraemia was highest among males <30 years (32.0%). CONCLUSIONS Following universal ART provision, most persons living with HIV in south-central Uganda are durably suppressed. Among persons exhibiting any viraemia, nearly half exhibited high-level viraemia for ≥12 months and reported higher-risk behaviours associated with onward HIV transmission. Intensified efforts linking individuals to HIV treatment services could accelerate momentum towards HIV epidemic control.
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Affiliation(s)
- Joseph Gregory Rosen
- Department of International HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | | | - Larry W. Chang
- Department of International HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
- Rakai Health Sciences ProgramEntebbeUganda
- Division of Infectious DiseasesJohns Hopkins School of MedicineBaltimoreMarylandUSA
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Victor Ssempijja
- Rakai Health Sciences ProgramEntebbeUganda
- Clinical Monitoring Research Program DirectorateFrederick National Laboratory for Cancer ResearchFrederickMarylandUSA
| | | | - Joseph Ssekasanvu
- Department of International HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
- Rakai Health Sciences ProgramEntebbeUganda
| | | | | | | | - Katherine B. Rucinski
- Department of International HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Eshan U. Patel
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
| | - Caitlin E. Kennedy
- Department of International HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
- Rakai Health Sciences ProgramEntebbeUganda
| | | | | | | | - Lisa J. Nelson
- Division of Global HIV and TBCenters for Disease Control and PreventionKampalaUganda
| | - Lisa A. Mills
- Division of Global HIV and TBCenters for Disease Control and PreventionKampalaUganda
| | - Donna Kabatesi
- Division of Global HIV and TBCenters for Disease Control and PreventionKampalaUganda
| | - Aaron A. R. Tobian
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
- Department of PathologyJohns Hopkins School of MedicineBaltimoreMarylandUSA
| | - Thomas C. Quinn
- Department of International HealthJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
- Rakai Health Sciences ProgramEntebbeUganda
- Division of Infectious DiseasesJohns Hopkins School of MedicineBaltimoreMarylandUSA
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
- Division of Intramural ResearchNational Institute of Allergy and Infectious DiseasesNational Institutes of HealthBethesdaMarylandUSA
| | | | - Steven J. Reynolds
- Rakai Health Sciences ProgramEntebbeUganda
- Division of Infectious DiseasesJohns Hopkins School of MedicineBaltimoreMarylandUSA
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
- Division of Intramural ResearchNational Institute of Allergy and Infectious DiseasesNational Institutes of HealthBethesdaMarylandUSA
| | - Mary Kathryn Grabowski
- Rakai Health Sciences ProgramEntebbeUganda
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMarylandUSA
- Department of PathologyJohns Hopkins School of MedicineBaltimoreMarylandUSA
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Rautenberg TA, Ng SK, George G, Moosa MYS, McCluskey SM, Gilbert RF, Pillay S, Aturinda I, Ard KL, Muyindike WR, Musinguzi N, Masette G, Pillay M, Moodley P, Brijkumar J, Gandhi RT, Johnson B, Sunpath H, Bwana MB, Marconi VC, Siedner MJ. Determinants of health-related quality of life in people with Human Immunodeficiency Virus, failing first-line treatment in Africa. Health Qual Life Outcomes 2023; 21:94. [PMID: 37605150 PMCID: PMC10441724 DOI: 10.1186/s12955-023-02179-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 08/02/2023] [Indexed: 08/23/2023] Open
Abstract
BACKGROUND Antiretroviral treatment improves health related quality of life (HRQoL) of people with human immunodeficiency virus (PWH). However, one third initiating first-line treatment experience virological failure and the determinants of HRQoL in this key population are unknown. Our study aims to identify determinants of among PWH failing antiretroviral treatment in sub-Saharan Africa. METHODS We analysed data from a cohort of PWH having virological failure (> 1,000 copies/mL) on first-line ART in South Africa and Uganda. We measured HRQoL using the EuroQOL EQ-5D-3L and used a two-part regression model to obtain by-country analyses for South Africa and Uganda. The first part identifies risk factors that were associated with the likelihood of participants reporting perfect health (utility = 1) versus non-perfect health (utility < 1). The second part identifies risk factors that were associated with the EQ-5 L-3L utility scores for participants reporting non-perfect health. We performed sensitivity analyses to compare the results between the two-part model using tobit models and ordinary least squares regression. RESULTS In both countries, males were more likely to report perfect health and participants with at least one comorbidity were less likely to report perfect health. In South Africa, participants with side effects and in Uganda those with opportunistic infections were also less likely to report perfect health. In Uganda, participants with 100% ART adherence were more likely to report perfect health. In South Africa, high HIV viral load, experiencing ART side effects, and the presence of opportunistic infections were each associated with lower HRQoL, whereas participants with 100% ART adherence reported higher HRQoL. In Uganda participants with lower CD4 count had lower HRQoL. CONCLUSION Markers of advanced disease (opportunistic infection, high viral load, low CD4), side effects, comorbidities and lack of ART adherence negatively impacted HRQoL for PWH experiencing virological failure. TRIAL REGISTRATION ClinicalTrials.gov: NCT02787499.
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Affiliation(s)
- Tamlyn A Rautenberg
- School of Medicine and Dentistry, Centre for Applied Health Economics, Griffith University, Australia (Sir Samuel Griffith Centre N78 Room 2.34), Nathan campus, QLD, 4111, Australia.
- Menzies Health Institute Queensland, Southport, Australia.
- Metro North Hospital and Health Service Queensland, Herston, Australia.
| | - Shu Kay Ng
- School of Medicine and Dentistry, Centre for Applied Health Economics, Griffith University, Australia (Sir Samuel Griffith Centre N78 Room 2.34), Nathan campus, QLD, 4111, Australia
- Menzies Health Institute Queensland, Southport, Australia
| | - Gavin George
- Health Economics and HIV Research Division, University of KwaZulu-Natal, Durban, South Africa
- Division of Social Medicine and Global Health, Lund University, Lund, Sweden
| | | | - Suzanne M McCluskey
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Rebecca F Gilbert
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Selvan Pillay
- College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Isaac Aturinda
- Faculty of Medicine, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Kevin L Ard
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Winnie R Muyindike
- Faculty of Medicine, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Nicholas Musinguzi
- Faculty of Medicine, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Godfrey Masette
- Faculty of Medicine, Mbarara University of Science and Technology, Mbarara, Uganda
| | | | - Pravi Moodley
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- National Health Laboratory Service, Durban, South Africa
| | - Jaysingh Brijkumar
- College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Rajesh T Gandhi
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Brent Johnson
- Department of Biostatistics and Computation Biology, University of Rochester, Rochester, NY, USA
| | - Henry Sunpath
- College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Mwebesa B Bwana
- Faculty of Medicine, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Vincent C Marconi
- Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
- Department of Global Health, Rollins School of Public Health, Atlanta, GA, USA
| | - Mark J Siedner
- College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Faculty of Medicine, Mbarara University of Science and Technology, Mbarara, Uganda
- Africa Health Research Institute, KwaZulu-Natal, Durban, South Africa
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Rosen JG, Ssekubugu R, Chang LW, Ssempijja V, Galiwango RM, Ssekasanvu J, Ndyanabo A, Kisakye A, Nakigozi G, Rucinski KB, Patel EU, Kennedy CE, Nalugoda F, Kigozi G, Ratmann O, Nelson LJ, Mills LA, Kabatesi D, Tobian AAR, Quinn TC, Kagaayi J, Reynolds SJ, Grabowski MK. Temporal dynamics and drivers of durable HIV viral load suppression and persistent high- and low-level viremia during Universal Test and Treat scale-up in Uganda: a population-based study. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.06.15.23291445. [PMID: 37398460 PMCID: PMC10312875 DOI: 10.1101/2023.06.15.23291445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
Introduction Population-level data on durable HIV viral load suppression (VLS) following implementation of Universal Test and Treat (UTT) in Africa are limited. We assessed trends in durable VLS and viremia among persons living with HIV in 40 Ugandan communities during UTT scale-up. Methods In 2015-2020, we measured VLS (defined as <200 RNA copies/mL) among participants in the Rakai Community Cohort Study, a longitudinal population-based HIV surveillance cohort in southern Uganda. Persons with unsuppressed viral loads were characterized as having low-level (200-999 copies/mL) or high-level (≥1,000 copies/mL) viremia. Individual virologic outcomes were assessed over two consecutive RCCS survey visits (i.e., visit-pairs; ∼18 month visit intervals) and classified as durable VLS (<200 copies/mL at both visits), new/renewed VLS (<200 copies/mL at follow-up only), viral rebound (<200 copies/mL at initial visit only), or persistent viremia (<200 copies/mL at neither visit). Population prevalence of each outcome was assessed over calendar time. Community-level prevalence and individual-level predictors of persistent high-level viremia were also assessed using multivariable Poisson regression with generalized estimating equations. Results Overall, 3,080 participants contributed 4,604 visit-pairs over three survey rounds. Most visit-pairs (72.4%) exhibited durable VLS, with few (2.5%) experiencing viral rebound. Among those with viremia at the initial visit ( n =1,083), 46.9% maintained viremia through follow-up, 91.3% of which was high-level viremia. One-fifth (20.8%) of visit-pairs exhibiting persistent high-level viremia self-reported antiretroviral therapy (ART) use for ≥12 months. Prevalence of persistent high-level viremia varied substantially across communities and was significantly elevated among young persons aged 15-29 years (versus 40-49-year-olds; adjusted risk ratio [adjRR]=2.96; 95% confidence interval [95%CI]:2.21-3.96), men (versus women; adjRR=2.40, 95%CI:1.87-3.07), persons reporting inconsistent condom use with non-marital/casual partners (versus persons with marital/permanent partners only; adjRR=1.38, 95%CI:1.10-1.74), and persons exhibiting hazardous alcohol use (adjRR=1.09, 95%CI:1.03-1.16). The prevalence of persistent high-level viremia was highest among men <30 years (32.0%). Conclusions Following universal ART provision, most persons living with HIV in south-central Uganda are durably suppressed. Among persons exhibiting viremia, nearly half maintain high-level viremia for ≥12 months and report higher-risk behaviors associated with onward HIV transmission. Enhanced linkage to HIV care and optimized treatment retention could accelerate momentum towards HIV epidemic control.
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Rautenberg TA, Ng SK, George G, Moosa MYS, McCluskey SM, Gilbert RF, Pillay S, Aturinda I, Ard KL, Muyindike W, Musinguzi N, Masette G, Pillay M, Moodley P, Brijkumar J, Gandhi RT, Johnson B, Sunpath H, Bwana MB, Marconi VC, Siedner MJ. Seemingly Unrelated Regression Analysis of the Cost and Health-Related Quality of Life Outcomes of the REVAMP Randomized Clinical Trial. Value Health Reg Issues 2023; 35:42-47. [PMID: 36863066 PMCID: PMC10256267 DOI: 10.1016/j.vhri.2022.12.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 11/29/2022] [Accepted: 12/17/2022] [Indexed: 03/04/2023]
Abstract
OBJECTIVE This study aimed to evaluate the 9-month cost and health-related quality of life (HRQOL) outcomes of resistance versus viral load testing strategies to manage virological failure in low-middle income countries. METHODS We analyzed secondary outcomes from the REVAMP clinical trial: a pragmatic, open label, parallel-arm randomized trial investigating resistance versus viral load testing for individuals failing first-line treatment in South Africa and Uganda. We collected resource data, valued according to local cost data and used the 3-level version of EQ-5D to measure HRQOL at baseline and 9 months. We applied seemingly unrelated regression equations to account for the correlation between cost and HRQOL. We conducted intention-to-treat analyses with multiple imputation using chained equations for missing data and performed sensitivity analyses using complete cases. RESULTS For South Africa, resistance testing and opportunistic infections were associated with statistically significantly higher total costs, and virological suppression was associated with lower total cost. Higher baseline utility, higher cluster of differentiation 4 (CD4) count, and virological suppression were associated with better HRQOL. For Uganda, resistance testing and switching to second-line treatment were associated with higher total cost, and higher CD4 was associated with lower total cost. Higher baseline utility, higher CD4 count, and virological suppression were associated with better HRQOL. Sensitivity analyses of the complete-case analysis confirmed the overall results. CONCLUSION Resistance testing showed no cost or HRQOL advantage in South Africa or Uganda over the 9-month REVAMP clinical trial.
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Affiliation(s)
- Tamlyn A Rautenberg
- Centre for Applied Health Economics, Griffith University, Brisbane, QLD, Australia; Menzies Health Institute Queensland, Griffith University, Gold Coast, QLD, Australia; Allied Health Services, Metro North Hospital and Health Service, Brisbane, QLD, Australia.
| | - Shu Kay Ng
- Centre for Applied Health Economics, Griffith University, Brisbane, QLD, Australia
| | - Gavin George
- Health Economics and HIV Research Division, University of KwaZulu-Natal, Durban, KwaZulu-Natal, South Africa; Division of Social Medicine and Global Health, Lund University, Lund, Sweden
| | - Mahomed-Yunus S Moosa
- School of Clinical Medicine, University of KwaZulu-Natal, Durban, KwaZulu-Natal, South Africa
| | - Suzanne M McCluskey
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA; Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Rebecca F Gilbert
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Selvan Pillay
- School of Medicine, University of KwaZulu-Natal, Durban, KwaZulu-Natal, South Africa
| | - Isaac Aturinda
- Department of Internal Medicine, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Kevin L Ard
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA; Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Winnie Muyindike
- Department of Internal Medicine, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Nicholas Musinguzi
- Department of Internal Medicine, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Godfrey Masette
- Department of Internal Medicine, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Melendhran Pillay
- Department of Virology, National Health Laboratory Service, Durban, South Africa
| | - Pravi Moodley
- Department of Virology, National Health Laboratory Service, Durban, South Africa; Department of Virology, University of KwaZulu-Natal, Durban, KwaZulu-Natal, South Africa
| | - Jaysingh Brijkumar
- Nelson R. Mandela School of Medicine, University of KwaZulu-Natal, Durban, KwaZulu-Natal, South Africa
| | - Rajesh T Gandhi
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Brent Johnson
- Department of Biostatistics and Computation Biology, University of Rochester, Rochester, NY, USA
| | - Henry Sunpath
- Department of Medicine, University of KwaZulu-Natal, Durban, KwaZulu-Natal, South Africa
| | - Mwebesa B Bwana
- Mbarara University of Science and Technology, Mbarara, Uganda
| | - Vincent C Marconi
- Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA; Department of Global Health, Rollins School of Public Health, Atlanta, GA, USA
| | - Mark J Siedner
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA; Department of Medicine, Harvard Medical School, Boston, MA, USA; School of Medicine, University of KwaZulu-Natal, Durban, KwaZulu-Natal, South Africa; Department of Internal Medicine, Mbarara University of Science and Technology, Mbarara, Uganda; Department of Medicine, University of KwaZulu-Natal, Durban, KwaZulu-Natal, South Africa; Africa Health Research Institute, KwaZulu-Natal, South Africa
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da Silva J, Siedner M, McCluskey S, Chandiwana N, Venter F, Raizes E. Drug resistance and use of long-acting ART. THE LANCET HIV 2022; 9:e374-e375. [DOI: 10.1016/s2352-3018(22)00059-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 02/02/2022] [Accepted: 02/21/2022] [Indexed: 10/18/2022]
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