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D'Avanzo PA, Ferraris CM, Pence-Moore M, Jennings L, Robbins RN, Orrell C, Remien RH. Brief Report: Preferences and Acceptability in Methods of Tenofovir Diphosphate in Dried Blood Spots Collection and Feedback in a Cohort of PLWH in Cape Town South Africa. AIDS Behav 2025; 29:1562-1568. [PMID: 39883367 DOI: 10.1007/s10461-025-04626-w] [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] [Accepted: 01/09/2025] [Indexed: 01/31/2025]
Abstract
Antiretroviral therapy (ART) adherence is crucial for HIV viral suppression. Tenofovir diphosphate (TFV-DP) concentrations in dried blood spots (DBS) offer a potential tool for monitoring and supporting adherence. We assessed acceptability and preferences of fingerstick-based DBS collection and drug-level feedback among 224 people living with HIV (PLWH) in South Africa. DBS monitoring was highly acceptable (99%) and viewed as helpful (96%). Participants indicated willingness for clinic staff-administered collection (79.5%) and less willingness for community health workers (26.1%) or pharmacists (37.0%). Participants favored receiving results in clinic (52%). These findings demonstrate high acceptability and strong preferences among participants for DBS-based collection procedures.
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Affiliation(s)
- Paul A D'Avanzo
- HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute, Columbia University, New York, NY, USA.
| | - Christopher M Ferraris
- HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute, Columbia University, New York, NY, USA
- School of Social Policy and Practice, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Lauren Jennings
- Desmond Tutu Health Foundation, Institute of Infectious Diseases and Molecular Medicine, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Reuben N Robbins
- HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute, Columbia University, New York, NY, USA
| | - Catherine Orrell
- Desmond Tutu Health Foundation, Institute of Infectious Diseases and Molecular Medicine, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Robert H Remien
- HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute, Columbia University, New York, NY, USA
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Dorward J, Govender K, Moodley P, Lessells R, Samsunder N, Sookrajh Y, Fanshawe TR, Turner PJ, Butler CC, Drain PK, Hayward GN, Garrett N. Urine tenofovir and dried blood spot tenofovir diphosphate concentrations and viraemia in people taking efavirenz and dolutegravir-based antiretroviral therapy. AIDS 2024; 38:697-702. [PMID: 38126342 PMCID: PMC7615742 DOI: 10.1097/qad.0000000000003818] [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: 09/26/2023] [Revised: 12/02/2023] [Accepted: 12/11/2023] [Indexed: 12/23/2023]
Abstract
OBJECTIVE We aimed to determine whether urine tenofovir (TFV) and dried blood spot (DBS) tenofovir diphosphate (TFV-DP) concentrations are associated with concurrent HIV viraemia. DESIGN Cross-sectional study among people with HIV (PWH) receiving tenofovir disoproxil fumarate (TDF)-based antiretroviral therapy (ART). METHODS We used dual tandem liquid chromatography and mass spectrometry to measure urine TFV and DBS TFV-DP concentrations, and evaluated their associations with concurrent viraemia at least 1000 copies/ml using logistic regression models. In exploratory analyses, we used receiver operating curves (ROCs) to estimate optimal urine TFV and DBS TFV-DP thresholds to predict concurrent viraemia. RESULTS Among 124 participants, 68 (54.8%) were women, median age was 39 years [interquartile range (IQR) 34-45] and 74 (59.7%) were receiving efavirenz versus 50 (40.3%) receiving dolutegravir. Higher concentrations of urine TFV [1000 ng/ml increase, odds ratio (OR) 0.97 95% CI 0.94-0.99, P = 0.005] and DBS TFV-DP (100 fmol/punch increase, OR 0.76, 95% CI 0.67-0.86, P < 0.001) were associated with lower odds of viraemia. There was evidence that these associations were stronger among people receiving dolutegravir than among people receiving efavirenz (urine TFV, P = 0.072; DBS TFV-DP, P = 0.003). Nagelkerke pseudo- R2 for the DBS TFV-DP models was higher for the urine TFV models, demonstrating a stronger relationship between DBS TFV-DP and viraemia. Among people receiving dolutegravir, a DBS TFV-DP concentration of 483 fmol/punch had 88% sensitivity and 85% specificity to predict concurrent viraemia ≥1000 copies/ml. CONCLUSION Among PWH receiving TDF-based ART, urine TFV concentrations, and in particular DBS TFV-DP concentrations, were strongly associated with concurrent viraemia, especially among people receiving dolutegravir.
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Affiliation(s)
- Jienchi Dorward
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu–Natal
| | | | - Pravikrishnen Moodley
- Department of Virology, University of KwaZulu-Natal and National Health Laboratory Service, Inkosi Albert Luthuli Central Hospital, KwaZulu-Natal
| | - Richard Lessells
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu–Natal
- KwaZulu-Natal Research and Innovation Sequencing Platform (KRISP), University of KwaZulu-Natal, Durban
| | - Natasha Samsunder
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu–Natal
| | | | - Thomas R. Fanshawe
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Philip J. Turner
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Christopher C. Butler
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Paul K. Drain
- Department of Global Health, Schools of Medicine and Public Health
- Department of Medicine, School of Medicine
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, USA
| | - Gail N. Hayward
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Nigel Garrett
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu–Natal
- Discipline of Public Health Medicine, School of Nursing and Public Health, University of KwaZulu-Natal, Durban, South Africa
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van Heerden JK, Meintjes G, Barr D, Zhao Y, Griesel R, Keene CM, Wiesner L, Galileya LT, Denti P, Maartens G. Relationship Between Tenofovir Diphosphate Concentrations in Dried Blood Spots and Virological Outcomes After Initiating Tenofovir-Lamivudine-Dolutegravir as First-Line or Second-Line Antiretroviral Therapy. J Acquir Immune Defic Syndr 2024; 95:260-267. [PMID: 38408216 PMCID: PMC7615802 DOI: 10.1097/qai.0000000000003341] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 10/23/2023] [Indexed: 02/28/2024]
Abstract
BACKGROUND Tenofovir diphosphate (TFV-DP) concentration in dried blood spots is a marker of long-term adherence. We investigated the relationship between TFV-DP concentrations and virological outcomes in participants initiating tenofovir-lamivudine-dolutegravir (TLD) as first-line or second-line antiretroviral therapy. SETTING Three primary care clinics in Khayelitsha, Cape Town, South Africa. METHODS We conducted a post hoc analysis of 2 randomized controlled trials of participants initiating TLD. TFV-DP concentrations and viral loads were measured at 12, 24, and 48 weeks. Multivariable logistic regression was performed to assess the association with virological suppression (<50 copies/mL) per natural logarithm increase in TFV-DP concentration. Generalized estimating equations with logit link were used to assess associations with virological rebound. The Akaike Information Criterion and Quasi-likelihood Information Criteria were used to compare models built on continuous TFV-DP data to 4 previously defined concentration categories. RESULTS We included 294 participants in the analysis, 188 (64%) of whom initiated TLD as second-line therapy. Adjusted odds ratios (95% CIs) of virological suppression were 2.12 (1.23, 3.75), 3.11 (1.84, 5.65), and 4.69 (2.81, 8.68) per natural logarithm increase in TFV-DP concentration at weeks 12, 24, and 48, respectively. In participants with virological suppression at week 12, the adjusted odds ratio for remaining virologically suppressed was 3.63 (95% CI: 2.21 to 5.69) per natural logarithm increase in TFV-DP concentration. Models using continuous TFV-DP data had lower Akaike Information Criterion and Quasi-likelihood Information Criteria values than those using categorical data for predicting virological outcomes. CONCLUSION TFV-DP concentrations in dried blood spots exhibit a dose-response relationship with viral load. Analyzing TFV-DP concentrations as continuous variables rather than conventional categorization may be appropriate.
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Affiliation(s)
- Jennifer Kate van Heerden
- Wellcome Centre for Infectious Diseases Research in Africa, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Graeme Meintjes
- Wellcome Centre for Infectious Diseases Research in Africa, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
- Department of Medicine, University of Cape Town and Groote Schuur Hospital, Cape Town, South Africa
| | - David Barr
- NHS Greater Glasgow and Clyde, Scotland, United Kingdom and Institute of Infection and Global Health, University of Liverpool, Liverpool, United Kingdom
| | - Ying Zhao
- Wellcome Centre for Infectious Diseases Research in Africa, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
- Department of Medicine, University of Cape Town and Groote Schuur Hospital, Cape Town, South Africa
| | - Rulan Griesel
- Wellcome Centre for Infectious Diseases Research in Africa, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Claire Marriott Keene
- Médecins Sans Frontières, Cape Town, South Africa
- Health Systems Collaborative, NDM Centre for Global Health Research, Nuffield Department of Medicine, University of Oxford, United Kingdom
| | - Lubbe Wiesner
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Lufina Tsirizani Galileya
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Paolo Denti
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Gary Maartens
- Wellcome Centre for Infectious Diseases Research in Africa, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
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Robbins RN, Kluisza L, Nguyen N, Dolezal C, Leu CS, Wiznia A, Abrams EJ, Anderson PL, Castillo-Mancilla JR, Mellins CA. Measuring ART Adherence Among Young Adults with Perinatally Acquired HIV: Comparison Between Self-report, Telephone-Based Pill Count, and Objective Pharmacologic Measures. AIDS Behav 2023; 27:3927-3931. [PMID: 37326692 PMCID: PMC10919291 DOI: 10.1007/s10461-023-04107-y] [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] [Accepted: 06/02/2023] [Indexed: 06/17/2023]
Abstract
Tenofovir diphosphate (TVF-DP) can be quantified in red blood cells (RBCs) and dried blood spots (DBS) and can objectively measure ART adherence and predict viral suppression. Data on the association of TFV-DP with viral load are very limited in adolescents and young adults (AYA) living with perinatally-acquired HIV (PHIV), as are data comparing TFV-DP to other measures of ART adherence, such as self-report and unannounced telephone pill count. Viral load and ART adherence (self-report, TFV-DP and unannounced telephone pill count) were assessed and compared among 61 AYAPHIV recruited from an ongoing longitudinal study (CASAH) in New York City.
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Affiliation(s)
- R N Robbins
- HIV Center for Clinical and Behavioral Studies, Columbia University and New York State Psychiatric Institute, New York, USA.
| | - L Kluisza
- HIV Center for Clinical and Behavioral Studies, Columbia University and New York State Psychiatric Institute, New York, USA
| | - N Nguyen
- Aaron Diamond AIDS Research Center, Columbia University Irving Medical Center, New York, USA
| | - C Dolezal
- HIV Center for Clinical and Behavioral Studies, Columbia University and New York State Psychiatric Institute, New York, USA
| | - C S Leu
- HIV Center for Clinical and Behavioral Studies, Columbia University and New York State Psychiatric Institute, New York, USA
| | - A Wiznia
- Department of Pediatrics, Albert Einstein College of Medicine and Jacobi Medical Center, Bronx, NY, USA
| | - E J Abrams
- Mailman School of Public Health, ICAP at Columbia University, New York, USA
| | - P L Anderson
- University of Colorado Anschutz Medical Campus School of Medicine, Aurora, USA
| | | | - C A Mellins
- HIV Center for Clinical and Behavioral Studies, Columbia University and New York State Psychiatric Institute, New York, USA
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5
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Singh Y, Castillo-Mancilla J, Madimabe R, Jennings L, Ferraris CM, Robbins RN, Anderson PL, Remien RH, Orrell C. Tenofovir diphosphate in dried blood spots and HIV-1 resistance in South Africa. AIDS Res Ther 2023; 20:67. [PMID: 37705102 PMCID: PMC10500931 DOI: 10.1186/s12981-023-00552-w] [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: 06/02/2023] [Accepted: 07/29/2023] [Indexed: 09/15/2023] Open
Abstract
BACKGROUND Suboptimal antiretroviral (ART) adherence can lead to virologic failure with consequent HIV-1 resistance. Tenofovir diphosphate (TFV-DP) in dried blood spots (DBS) is a powerful biomarker of cumulative adherence, predictive of future viremia. It has been associated with resistance in Persons With HIV (PWH) in South Africa and the US. We explored the relationship of TFV-DP concentrations with antiretroviral drug resistance at the time of treatment failure in SA. METHODS Adult PWH from health clinics in Cape Town, South Africa on efavirenz-based first-line ART containing tenofovir disoproxil fumarate (TDF) with an undetectable (< 50 copies/mL) HIV-1 viral load (VL) were prospectively enrolled in an observational cohort for 12 months. Monthly study visits included blood collection for HIV-1 VL and DBS for TFV-DP. The first confirmed viral breakthrough (VB) > 400 copies/mL triggered HIV-1 genotyping at the subsequent visit. An electronic adherence (EA) device monitored ART adherence in real-time, estimated as a percent for the 30-days prior to VB. Wilcoxon rank sum test was used to compare median [IQR] TFV-DP by genotype outcome. RESULTS Of 250 individuals, (n = 195, 78% women), 21 experienced VB, with a median of 5 [4;7] months on study, and a median EA of 33.3 [13.3;53.3]%. Demographic characteristics between those with and without VB were similar. Median VL at VB was 4.0 [3.2;4.5] log copies/mL. TFV-DP concentrations trended down towards the VB visit. Median TFV-DP concentrations were significantly higher in those HIV-1 genotype did not amplify due to being virally suppressed at the subsequent visit (n = 10; 380 [227-661] fmol/punch, p = 0.035; EA 45 [24.9; 59.2]%); than in those who were successfully genotyped with evidence of drug resistance (n = 5, 241 [150-247] fmol/punch, EA 20 [6.7;36.7]%) and in individuals who did not have resistance (n = 3, 39.9 [16.6; 93.9] fmol/punch; EA 33.3 [16-38]%). Three genotype collections were not done. Only non-nucleoside reverse transcriptase inhibitor-associated mutations were identified on resistance testing. (K103N, E138K, Y118H). CONCLUSION TFV-DP in DBS showed a step-wise inverse relationship with VB and drug resistance, with evidence of low cumulative ART adherence in PWH who developed antiretroviral resistance. Monitoring TFV-DP concentrations could be a valuable tool for predicting future VB and future resistance.
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Affiliation(s)
- Y Singh
- Desmond Tutu HIV Centre, Institute of Infectious Diseases and Molecular Medicine and Department of Medicine, University of Cape Town, Cape Town, South Africa.
| | | | - R Madimabe
- Desmond Tutu HIV Centre, Institute of Infectious Diseases and Molecular Medicine and Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - L Jennings
- Desmond Tutu HIV Centre, Institute of Infectious Diseases and Molecular Medicine and Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - C M Ferraris
- New York State Psychiatric Institute, New York, USA
| | - R N Robbins
- New York State Psychiatric Institute, New York, USA
- Columbia University Irving Medical Center, New York, USA
| | | | - R H Remien
- New York State Psychiatric Institute, New York, USA
- Columbia University Irving Medical Center, New York, USA
| | - C Orrell
- Desmond Tutu HIV Centre, Institute of Infectious Diseases and Molecular Medicine and Department of Medicine, University of Cape Town, Cape Town, South Africa
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Zailani NNB, Ho PCL. Dried Blood Spots-A Platform for Therapeutic Drug Monitoring (TDM) and Drug/Disease Response Monitoring (DRM). Eur J Drug Metab Pharmacokinet 2023; 48:467-494. [PMID: 37495930 PMCID: PMC10480258 DOI: 10.1007/s13318-023-00846-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/09/2023] [Indexed: 07/28/2023]
Abstract
This review provides an overview on the current applications of dried blood spots (DBS) as matrices for therapeutic drug (TDM) and drug or disease response monitoring (DRM). Compared with conventional methods using plasma/serum, DBS offers several advantages, including minimally invasiveness, a small blood volume requirement, reduced biohazardous risk, and improved sample stability. Numerous assays utilising DBS for TDM have been reported in the literature over the past decade, covering a wide range of therapeutic drugs. Several factors can affect the accuracy and reliability of the DBS sampling method, including haematocrit (HCT), blood volume, sampling paper and chromatographic effects. It is crucial to evaluate the correlation between DBS concentrations and conventional plasma/serum concentrations, as the latter has traditionally been used for clinical decision. The feasibility of using DBS sampling method as an option for home-based TDM is also discussed. Furthermore, DBS has also been used as a matrix for monitoring the drug or disease responses (DRM) through various approaches such as genotyping, viral load measurement, assessment of inflammatory factors, and more recently, metabolic profiling. Although this research is still in the development stage, advancements in technology are expected to lead to the identification of surrogate biomarkers for drug treatment in DBS and a better understanding of the correlation between DBS drug levels and drug responses. This will make DBS a valuable matrix for TDM and DRM, facilitating the achievement of pharmacokinetic and pharmacodynamic correlations and enabling personalised therapy.
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Affiliation(s)
- Nur Nabihah Binte Zailani
- Department of Pharmacy, National University of Singapore, 18 Science Drive 4, Singapore, 117543, Singapore
| | - Paul Chi-Lui Ho
- Department of Pharmacy, National University of Singapore, 18 Science Drive 4, Singapore, 117543, Singapore.
- School of Pharmacy, Monash University Malaysia, Level 5, Building 2, 47500, Bandar Sunway, Selangor Darul Ehsan, Malaysia.
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Dreyer AJ, Nightingale S, Andersen LS, Lee JS, Gouse H, Safren SA, O’Cleirigh C, Thomas KGF, Joska J. Cognitive Performance, as well as Depression, Alcohol Use, and Gender, predict Anti-Retroviral Therapy Adherence in a South African Cohort of People with HIV and Comorbid Major Depressive Disorder. AIDS Behav 2023; 27:2681-2694. [PMID: 36708417 PMCID: PMC10338393 DOI: 10.1007/s10461-023-03992-7] [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] [Accepted: 01/11/2023] [Indexed: 01/29/2023]
Abstract
Depression and cognitive impairment, which commonly coexist in people with HIV (PWH), have been identified as potential barriers to optimal antiretroviral therapy (ART) adherence. We investigated associations between cognitive performance, depression (as well as other sociodemographic, psychosocial and psychiatric variables) and ART adherence in a South African cohort of PWH with comorbid major depressive disorder (MDD). Cognitive performance and ART adherence were assessed at two time points 8 months apart (Nbaseline = 105, Nfollow-up = 81). Adherence was indicated by self-report, objective measures (Wisepill usage and plasma tenofovir-diphosphate levels), and HIV viral suppression. Mixed-effects regression models examined associations across both time points. Univariate models detected no significant associations between cognitive performance (globally and within-domain) and ART adherence. Multivariate modelling showed increased depression severity (β = - 0.54, p < 0.001) and problematic alcohol use (β = 0.73, p = 0.015) were associated with worse adherence as measured subjectively. Being female (OR 0.27, p = 0.048) and having better global cognitive performance (OR 1.83, p = 0.043) were associated with better adherence as indicated by viral suppression. This study identifies poor global cognitive performance, as well as depression and problematic alcohol use, as potential barriers to optimal ART adherence in PWH and comorbid MDD. Hence, clinicians could consider assessing for cognitive deficits, depression, and problematic alcohol use, and should endeavour to provide the appropriate support so as to improve adherence.
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Affiliation(s)
- Anna J. Dreyer
- HIV Mental Health Research Unit, Department of Psychiatry and Mental Health, Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Sam Nightingale
- HIV Mental Health Research Unit, Department of Psychiatry and Mental Health, Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Lena S. Andersen
- Global Health Section, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Jasper S. Lee
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA USA
- Department of Psychiatry, Harvard Medical School, Boston, USA
| | - Hetta Gouse
- HIV Mental Health Research Unit, Department of Psychiatry and Mental Health, Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | | | - Conall O’Cleirigh
- Department of Psychology, Harvard Medical School, Boston, MA USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA USA
| | - Kevin G. F. Thomas
- Applied Cognitive Science and Experimental Neuropsychology Team (ACSENT), Department of Psychology, University of Cape Town, Cape Town, South Africa
| | - John Joska
- HIV Mental Health Research Unit, Department of Psychiatry and Mental Health, Neuroscience Institute, University of Cape Town, Cape Town, South Africa
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Jennings L, Ferraris CM, Castillo-Mancilla JR, Robbins RN, Nguyen N, Leu CS, Dolezal C, Hsiao NY, Mgbako O, Joska J, Myer L, Anderson PL, Remien RH, Orrell C. Comparing Predictive Ability of Two Objective Adherence Measures in a Community-Based Cohort on Antiretroviral Therapy in South Africa: Tenofovir Diphosphate Concentrations and Electronic Adherence Monitors. J Acquir Immune Defic Syndr 2023; 93:327-332. [PMID: 36976520 PMCID: PMC10287050 DOI: 10.1097/qai.0000000000003198] [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: 12/07/2022] [Accepted: 03/06/2023] [Indexed: 03/29/2023]
Abstract
BACKGROUND Electronic adherence (EA) and tenofovir diphosphate (TFV-DP) in dried blood spots (DBS) are objective measures of antiretroviral therapy (ART) adherence. We characterized the association between these measures in a prospective cohort of persons with HIV (PWH) on ART. SETTING Four primary health clinics in Cape Town, South Africa. METHODS We enrolled 250 virally suppressed PWH receiving tenofovir-based ART. We collected EA data, monthly viral load, and TFV-DP in DBS for 12 months. We used logistic regression to estimate the adjusted odds ratio (aOR) and 95% confidence intervals (CIs) for future viral breakthrough (VB) (>400 copies/mL) for each adherence measure. Receiver operating characteristics (ROCs) provided the predictive power of these measures. RESULTS Participants had a median (IQR) age of 34 (27-42); 78% were women. Twenty-one (8%) developed VB. Logistic regression showed that when percent EA and TFV-DP concentrations increased, the odds of VB decreased. This relationship was consistent at the time of VB (aOR of 0.41 [95% CI: 0.25 to 0.66] for TFV-DP and aOR of 0.64 [95% CI: 0.54 to 0.76] for EA) and for up to 2 months before VB. Both adherence measures predicted future VB at both 1 month and 2 months before viral load measurement. CONCLUSION We established that 2 objective adherence measures, EA and TFV-DP in DBS, have a positive association with, and are both strongly predictive of, VB in a community-based South African cohort on ART. Future research is needed to determine the feasibility of implementing these adherence measures in resource-limited settings to facilitate adherence interventions.
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Affiliation(s)
- Lauren Jennings
- Desmond Tutu Health Foundation, Institute of Infectious Diseases and Molecular Medicine and the Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Christopher M. Ferraris
- HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute and Columbia University, New York, NY
| | | | - Reuben N. Robbins
- HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute and Columbia University, New York, NY
| | - Nadia Nguyen
- Aaron Diamond AIDS Research Center, Columbia University Vagelos College of Physicians and Surgeons, New York, NY
| | - Cheng-Shiun Leu
- Columbia University Mailman School of Public Health, New York, NY
| | - Curtis Dolezal
- HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute and Columbia University, New York, NY
| | - Nei-yuan Hsiao
- National Health Laboratory Service, Cape Town, South Africa
| | - Ofole Mgbako
- Division of Infectious Diseases, Department of Medicine, NYU Langone Health, New York, NY
| | - John Joska
- HIV Mental Health Research Unit, University of Cape Town, Cape Town, South Africa; and
| | - Landon Myer
- Division of Epidemiology and Biostatistics, School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
| | | | - Robert H. Remien
- HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute and Columbia University, New York, NY
| | - Catherine Orrell
- Desmond Tutu Health Foundation, Institute of Infectious Diseases and Molecular Medicine and the Department of Medicine, University of Cape Town, Cape Town, South Africa
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Hirsh ML, Edwards JA, Robichaux C, Brijkumar J, Moosa MYS, Ofotokun I, Johnson BA, Pillay S, Pillay M, Moodley P, Sun YV, Liu C, Dudgeon MR, Ordoñez C, Kuritzkes DR, Sunpath H, Morrow M, Anderson PL, Ellison L, Bushman LR, Marconi VC, Castillo-Mancilla JR. Food Insecurity Is Associated With Low Tenofovir Diphosphate in Dried Blood Spots in South African Persons With HIV. Open Forum Infect Dis 2023; 10:ofad360. [PMID: 37469618 PMCID: PMC10352648 DOI: 10.1093/ofid/ofad360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Indexed: 07/21/2023] Open
Abstract
Background Food insecurity has been linked to suboptimal antiretroviral therapy (ART) adherence in persons with HIV (PWH). This association has not been evaluated using tenofovir diphosphate (TFV-DP) in dried blood spots (DBSs), a biomarker of cumulative ART adherence and exposure. Methods Within a prospective South African cohort of treatment-naive PWH initiating ART, a subset of participants with measured TFV-DP in DBS values was assessed for food insecurity status. Bivariate and multivariate median-based regression analysis compared the association between food insecurity and TFV-DP concentrations in DBSs adjusting for age, sex, ethnicity, medication possession ratio (MPR), and estimated glomerular filtration rate. Results Drug concentrations were available for 285 study participants. Overall, 62 (22%) PWH reported worrying about food insecurity and 44 (15%) reported not having enough food to eat in the last month. The crude median concentrations of TFV-DP in DBSs differed significantly between those who expressed food insecurity worry versus those who did not (599 [interquartile range {IQR}, 417-783] fmol/punch vs 716 [IQR, 453-957] fmol/punch; P = .032). In adjusted median-based regression, those with food insecurity worry had concentrations of TFV-DP that were 155 (95% confidence interval, -275 to -35; P = .012) fmol/punch lower than those who did not report food insecurity worry. Age and MPR remained significantly associated with TFV-DP. Conclusions In this study, food insecurity worry is associated with lower TFV-DP concentrations in South African PWH. This highlights the role of food insecurity as a social determinant of HIV outcomes including ART failure and resistance.
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Affiliation(s)
- Molly L Hirsh
- Augusta University/University of Georgia Medical Partnership, Medical College of Georgia, Athens, Georgia, USA
| | - Jonathan A Edwards
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
- School of Health and Social Care, University of Lincoln, Lincoln, United Kingdom
| | - Chad Robichaux
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Jaysingh Brijkumar
- Department of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | | | - Igho Ofotokun
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Brent A Johnson
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, New York, USA
| | - Selvan Pillay
- Department of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Melendhran Pillay
- Department of Medicine, National Health Laboratory Service, Durban, South Africa
| | - Pravi Moodley
- Department of Medicine, National Health Laboratory Service, Durban, South Africa
| | - Yan V Sun
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Chang Liu
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Mathew R Dudgeon
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Claudia Ordoñez
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Daniel R Kuritzkes
- Division of Infectious Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Henry Sunpath
- Department of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Mary Morrow
- Department of Biostatistics and Bioinformatics, Colorado School of Public Health, Aurora, Colorado, USA
| | - Peter L Anderson
- Department of Pharmaceutical Sciences, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Lucas Ellison
- Department of Pharmaceutical Sciences, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Lane R Bushman
- Department of Pharmaceutical Sciences, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Vincent C Marconi
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
- Department of Medicine, National Health Laboratory Service, Durban, South Africa
- Emory Vaccine Center, Emory University, Atlanta, Georgia, USA
| | - Jose R Castillo-Mancilla
- Division of Infectious Diseases, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
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10
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Firkey MK, Tully LK, Bucci VM, Walsh ME, Maisto SA, Hahn JA, Bendinskas KG, Gump BB, Woolf-King SE. Feasibility of remote self-collection of dried blood spots, hair, and nails among people with HIV with hazardous alcohol use. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2023; 47:986-995. [PMID: 36949025 PMCID: PMC10360030 DOI: 10.1111/acer.15063] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Revised: 03/07/2023] [Accepted: 03/13/2023] [Indexed: 03/24/2023]
Abstract
BACKGROUND The use of biomarkers in behavioral HIV research can help to address limitations of self-reported data. The COVID-19 pandemic forced many researchers to transition from standard in-person data collection to remote data collection. We present data on the feasibility of remote self-collection of dried blood spots (DBS), hair, and nails for the objective assessment of alcohol use, antiretroviral therapy adherence, and stress in a sample of people with HIV (PWH) who are hazardous drinkers. METHODS Standardized operating procedures for remote self-collection of DBS, hair, and nails were developed for an ongoing pilot study of a transdiagnostic alcohol intervention for PWH. Prior to each study appointment, participants were mailed a kit containing materials for self-collection, instructions, a video link demonstrating the collection process, and a prepaid envelope for returning samples. RESULTS A total of 133 remote study visits were completed. For DBS and nail collection at baseline, 87.5% and 83.3% of samples, respectively, were received by the research laboratory, of which 100% of samples were processed. Although hair samples were intended to be analyzed, most of the samples (77.7%) were insufficient or the scalp end of the hair was not marked. We, therefore, decided that hair collection was not feasible in the framework of this study. CONCLUSION An increase in remote self-collection of biospecimens may significantly advance the field of HIV-related research, permitting the collection of specimens without resource-intensive laboratory personnel and facilities. Further research is needed on the factors that impeded participants' ability to complete remote biospecimen collection.
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Affiliation(s)
| | - Lyric K. Tully
- Syracuse University, Department of Psychology, Syracuse, New York
| | | | - McKenna E. Walsh
- Syracuse University, Department of Psychology, Syracuse, New York
| | | | - Judith A. Hahn
- University of California, San Francisco, Department of Medicine, San Francisco, California
| | | | - Brooks B. Gump
- Syracuse University, Department of Public Health, Syracuse, New York
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11
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Manuzak JA, Granche J, Tassiopoulos K, Rower JE, Knox JR, Williams DW, Ellis RJ, Goodkin K, Sharma A, Erlandson KM. Cannabis Use Is Associated With Decreased Antiretroviral Therapy Adherence Among Older Adults With HIV. Open Forum Infect Dis 2023; 10:ofac699. [PMID: 36726540 PMCID: PMC9879711 DOI: 10.1093/ofid/ofac699] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 01/03/2023] [Indexed: 01/09/2023] Open
Abstract
Background Conflicting evidence exists on the impact of cannabis use on antiretroviral therapy (ART) adherence among people with human immunodeficiency virus (PWH). We leveraged data collected among older PWH to characterize longitudinal associations between cannabis use and ART adherence. Methods AIDS Clinical Trials Group (ACTG) A5322 study participants were categorized as <100% (≥1 missed dose in past 7 days) or 100% (no missed doses) ART adherent. Participants self-reported current (past month), intermittent (past year but not past month), and no cannabis (in past year) use at each study visit. Generalized linear models using generalized estimating equations were fit and inverse probability weighting was used to adjust for time-varying confounders and loss to follow-up. Results Among 1011 participants (median age, 51 years), 18% reported current, 6% intermittent, and 76% no cannabis use at baseline; 88% reported 100% ART adherence. Current cannabis users were more likely to be <100% adherent than nonusers (adjusted risk ratio [aRR], 1.53 [95% CI, 1.11-2.10]). There was no association between ART adherence and current versus intermittent (aRR, 1.39 [95% CI, .85-2.28]) or intermittent versus no cannabis use (aRR, 1.04 [95% CI, .62-1.73]). Conclusions Among a cohort of older PWH, current cannabis users had a higher risk of <100% ART adherence compared to nonusers. These findings have important clinical implications as suboptimal ART adherence is associated with ART drug resistance, virologic failure, and elevated risk for mortality. Further research is needed to elucidate the mechanisms by which cannabis use decreases ART adherence in older PWH and to advance the development of more efficacious methods to mitigate nonadherence in this vulnerable population.
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Affiliation(s)
- Jennifer A Manuzak
- Division of Immunology, Tulane National Primate Research Center, Covington, Louisiana, USA
| | - Janeway Granche
- Center for Biostatistics in AIDS Research, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Katherine Tassiopoulos
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Joseph E Rower
- Center for Human Toxicology, Department of Pharmacology and Toxicology, University of Utah, Salt Lake City, Utah, USA
| | - Justin R Knox
- Department of Psychiatry, Columbia University, Irving Medical Center, New York, New York, USA
- HIV Center for Clinical and Behavioral Studies, New York State Psychiatric Institute, New York, New York, USA
- Department of Sociomedical Science, Columbia University Mailman School of Public Health, New York, New York, USA
| | - Dionna W Williams
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Medicine, Division of Clinical Pharmacology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Ronald J Ellis
- Department of Neurosciences, University of California, San Diego, La Jolla, California, USA
| | - Karl Goodkin
- Consultant, AIDS Clinical Trials Group, Los Angeles, California, USA
- Consultant, Chronic HIV Infection in Aging and NeuroAIDS Center, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Anjali Sharma
- Department of Medicine, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Kristine M Erlandson
- Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
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12
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Keene CM, Ragunathan A, Euvrard J, English M, McKnight J, Orrell C. Measuring patient engagement with HIV care in sub-Saharan Africa: a scoping study. J Int AIDS Soc 2022; 25:e26025. [PMID: 36285618 PMCID: PMC9597383 DOI: 10.1002/jia2.26025] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 09/27/2022] [Indexed: 11/05/2022] Open
Abstract
INTRODUCTION Engagement with HIV care is a multi-dimensional, dynamic process, critical to maintaining successful treatment outcomes. However, measures of engagement are not standardized nor comprehensive. This undermines our understanding of the scope of challenges with engagement and whether interventions have an impact, complicating patient and programme-level decision-making. This study identified and characterized measures of engagement to support more consistent and comprehensive evaluation. METHODS We conducted a scoping study to systematically categorize measures the health system could use to evaluate engagement with HIV care for those on antiretroviral treatment. Key terms were used to search literature databases (Embase, PsychINFO, Ovid Global-Health, PubMed, Scopus, CINAHL, Cochrane and the World Health Organization Index Medicus), Google Scholar and stakeholder-identified manuscripts, ultimately including English evidence published from sub-Saharan Africa from 2014 to 2021. Measures were extracted, organized, then reviewed with key stakeholders. RESULTS AND DISCUSSION We screened 14,885 titles/abstracts, included 118 full-texts and identified 110 measures of engagement, categorized into three engagement dimensions ("retention," "adherence" and "active self-management"), a combination category ("multi-dimensional engagement") and "treatment outcomes" category (e.g. viral load as an end-result reflecting that engagement occurred). Retention reflected status in care, continuity of attendance and visit timing. Adherence was assessed by a variety of measures categorized into primary (prescription not filled) and secondary measures (medication not taken as directed). Active self-management reflected involvement in care and self-management. Three overarching use cases were identified: research to make recommendations, routine monitoring for quality improvement and strategic decision-making and assessment of individual patients. CONCLUSIONS Heterogeneity in conceptualizing engagement with HIV care is reflected by the broad range of measures identified and the lack of consensus on "gold-standard" indicators. This review organized metrics into five categories based on the dimensions of engagement; further work could identify a standardized, minimum set of measures useful for comprehensive evaluation of engagement for different use cases. In the interim, measurement of engagement could be advanced through the assessment of multiple categories for a more thorough evaluation, conducting sensitivity analyses with commonly used measures for more comparable outputs and using longitudinal measures to evaluate engagement patterns. This could improve research, programme evaluation and nuanced assessment of individual patient engagement in HIV care.
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Affiliation(s)
- Claire M. Keene
- Health Systems CollaborativeOxford Centre for Global Health ResearchNuffield Department of MedicineUniversity of OxfordOxfordUnited Kingdom
| | - Ayesha Ragunathan
- Health Systems CollaborativeOxford Centre for Global Health ResearchNuffield Department of MedicineUniversity of OxfordOxfordUnited Kingdom
| | - Jonathan Euvrard
- Centre for Infectious Disease Epidemiology and ResearchSchool of Public Health and Family MedicineFaculty of Health SciencesUniversity of Cape TownCape TownSouth Africa
| | - Mike English
- Health Systems CollaborativeOxford Centre for Global Health ResearchNuffield Department of MedicineUniversity of OxfordOxfordUnited Kingdom
| | - Jacob McKnight
- Health Systems CollaborativeOxford Centre for Global Health ResearchNuffield Department of MedicineUniversity of OxfordOxfordUnited Kingdom
| | - Catherine Orrell
- Department of MedicineFaculty of Health SciencesUniversity of Cape TownCape TownSouth Africa
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13
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Keene CM, Ragunathan A, Euvrard J, English M, McKnight J, Orrell C. Measuring patient engagement with HIV care in sub-Saharan Africa: a scoping study. J Int AIDS Soc 2022; 25:e26025. [PMID: 36285618 PMCID: PMC9597383 DOI: 10.1002/jia2.26025/full|10.1002/jia2.26025] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 09/27/2022] [Indexed: 05/22/2023] Open
Abstract
INTRODUCTION Engagement with HIV care is a multi-dimensional, dynamic process, critical to maintaining successful treatment outcomes. However, measures of engagement are not standardized nor comprehensive. This undermines our understanding of the scope of challenges with engagement and whether interventions have an impact, complicating patient and programme-level decision-making. This study identified and characterized measures of engagement to support more consistent and comprehensive evaluation. METHODS We conducted a scoping study to systematically categorize measures the health system could use to evaluate engagement with HIV care for those on antiretroviral treatment. Key terms were used to search literature databases (Embase, PsychINFO, Ovid Global-Health, PubMed, Scopus, CINAHL, Cochrane and the World Health Organization Index Medicus), Google Scholar and stakeholder-identified manuscripts, ultimately including English evidence published from sub-Saharan Africa from 2014 to 2021. Measures were extracted, organized, then reviewed with key stakeholders. RESULTS AND DISCUSSION We screened 14,885 titles/abstracts, included 118 full-texts and identified 110 measures of engagement, categorized into three engagement dimensions ("retention," "adherence" and "active self-management"), a combination category ("multi-dimensional engagement") and "treatment outcomes" category (e.g. viral load as an end-result reflecting that engagement occurred). Retention reflected status in care, continuity of attendance and visit timing. Adherence was assessed by a variety of measures categorized into primary (prescription not filled) and secondary measures (medication not taken as directed). Active self-management reflected involvement in care and self-management. Three overarching use cases were identified: research to make recommendations, routine monitoring for quality improvement and strategic decision-making and assessment of individual patients. CONCLUSIONS Heterogeneity in conceptualizing engagement with HIV care is reflected by the broad range of measures identified and the lack of consensus on "gold-standard" indicators. This review organized metrics into five categories based on the dimensions of engagement; further work could identify a standardized, minimum set of measures useful for comprehensive evaluation of engagement for different use cases. In the interim, measurement of engagement could be advanced through the assessment of multiple categories for a more thorough evaluation, conducting sensitivity analyses with commonly used measures for more comparable outputs and using longitudinal measures to evaluate engagement patterns. This could improve research, programme evaluation and nuanced assessment of individual patient engagement in HIV care.
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Affiliation(s)
- Claire M. Keene
- Health Systems CollaborativeOxford Centre for Global Health ResearchNuffield Department of MedicineUniversity of OxfordOxfordUnited Kingdom
| | - Ayesha Ragunathan
- Health Systems CollaborativeOxford Centre for Global Health ResearchNuffield Department of MedicineUniversity of OxfordOxfordUnited Kingdom
| | - Jonathan Euvrard
- Centre for Infectious Disease Epidemiology and ResearchSchool of Public Health and Family MedicineFaculty of Health SciencesUniversity of Cape TownCape TownSouth Africa
| | - Mike English
- Health Systems CollaborativeOxford Centre for Global Health ResearchNuffield Department of MedicineUniversity of OxfordOxfordUnited Kingdom
| | - Jacob McKnight
- Health Systems CollaborativeOxford Centre for Global Health ResearchNuffield Department of MedicineUniversity of OxfordOxfordUnited Kingdom
| | - Catherine Orrell
- Department of MedicineFaculty of Health SciencesUniversity of Cape TownCape TownSouth Africa
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14
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Real-time assessment of adherence to antiretroviral drugs: a moving target. AIDS 2022; 36:1045-1046. [PMID: 35652675 DOI: 10.1097/qad.0000000000003214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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