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Soeria‐Atmadja S, Amuge P, Nanzigu S, Bbuye D, Eriksen J, Rubin J, Kekitiinwa A, Obua C, Dahl M, Pettersson Bergstrand M, Pohanka A, Gustafsson LL, Navér L. Sub- and supratherapeutic efavirenz plasma concentrations with risk for HIV therapy failure are mainly genetically explained in Ugandan children: The prospective GENEFA cohort study. Br J Clin Pharmacol 2025; 91:464-478. [PMID: 39380207 PMCID: PMC11773121 DOI: 10.1111/bcp.16272] [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: 01/20/2024] [Revised: 06/26/2024] [Accepted: 09/04/2024] [Indexed: 10/10/2024] Open
Abstract
AIMS Interindividual variations in efavirenz (EFV) plasma concentrations are extensive, but paediatric data on its consequences for viral control are scarce. The aim of this study was to explore the role of genetic variation in achieving therapeutic efavirenz plasma concentrations in a cohort of Ugandan children and the linkage between genetic CYP2B6 variants, EFV plasma variability, viral resistance and viral outcome. METHODS Ninety-nine treatment-naïve children, aged 3-12 years and living with HIV, were followed for 24 weeks after ART initiation assessing mid-dose efavirenz plasma concentrations, HIV RNA, HIV drug resistance and adherence. Polymorphisms in genes coding for drug-metabolizing enzymes were genotyped. Efavirenz concentrations were determined by liquid chromatography coupled with high-resolution tandem mass spectrometry. Metabolizer phenotype was predicted from composite genotypes of CYP2B6 (c.516G>T and c.983 T>C). A mixed effects restricted maximum likelihood regression model was used to identify important factors for efavirenz exposure. RESULTS Efavirenz plasma concentrations were below the therapeutic interval (1000-4000 mg/mL) in 12-17% and above in 21-24% of measurements. Eight children had persisting subtherapeutic concentrations, five of which failed virologically and three acquired at least one new resistant mutation. Multivariate modelling explained 70% of interindividual variation in plasma concentration, with treatment duration, adherence, CYP2B6c.136A>G, and metabolizer phenotype as independent predictors of EFV concentration. In univariate analysis, metabolizer phenotype explained 50% of interindividual variation. CONCLUSIONS Metabolizer phenotype explained 50% of interindividual variation in efavirenz plasma concentration. Autoinduction was not confirmed and >33% of the concentrations were outside the therapeutic interval. Subtherapeutic concentrations worsened virological resistance and outcomes. Genotype-based dosing may help avert both sub- and supratherapeutic efavirenz plasma concentrations in Ugandan children.
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Affiliation(s)
- Sandra Soeria‐Atmadja
- Department of Clinical ScienceIntervention and Technology, Division of Paediatrics, Karolinska InstitutetStockholmSweden
- Department of PaediatricsKarolinska University HospitalStockholmSweden
| | - Pauline Amuge
- Baylor College of MedicineChildren's Foundation‐UgandaKampalaUganda
| | - Sarah Nanzigu
- Department of Clinical Pharmacology & TherapeuticsMakerere UniversityKampalaUganda
| | - Dickson Bbuye
- Baylor College of MedicineChildren's Foundation‐UgandaKampalaUganda
| | - Jaran Eriksen
- Unit of Infectious Diseases/Venhälsan, SödersjukhusetStockholmSweden
- Department of Public Health, Karolinska InstitutetStockholmSweden
| | - Johanna Rubin
- Department of Clinical ScienceIntervention and Technology, Division of Paediatrics, Karolinska InstitutetStockholmSweden
- Department of PaediatricsKarolinska University HospitalStockholmSweden
| | | | - Celestino Obua
- Faculty of MedicineMbarara University of Science and TechnologyMbararaUganda
| | - Marja‐Liisa Dahl
- Department of Laboratory Medicine, Division of Clinical PharmacologyKarolinska InstitutetStockholmSweden
- Department of Clinical PharmacologyKarolinska University HospitalStockholmSweden
| | - Madeleine Pettersson Bergstrand
- Department of Laboratory Medicine, Division of Clinical PharmacologyKarolinska InstitutetStockholmSweden
- Department of Clinical PharmacologyKarolinska University HospitalStockholmSweden
| | - Anton Pohanka
- Department of Laboratory Medicine, Division of Clinical PharmacologyKarolinska InstitutetStockholmSweden
- Department of Clinical PharmacologyKarolinska University HospitalStockholmSweden
| | - Lars L. Gustafsson
- Department of Laboratory Medicine, Division of Clinical PharmacologyKarolinska InstitutetStockholmSweden
| | - Lars Navér
- Department of Clinical ScienceIntervention and Technology, Division of Paediatrics, Karolinska InstitutetStockholmSweden
- Department of PaediatricsKarolinska University HospitalStockholmSweden
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Conserve DF, Abu-Ba'are GR, Janson S, Mhando F, Munisi GV, Drezgic B, Rehani A, Sims W, Ritchwood TD, Choko AT, Mushy SE, Johnson C, Jennings Mayo-Wilson L, Komba A, Urasa P, Nelson LE, Mbita G. Development and feasibility of the peer and nurse-led HIV Self-Testing Education and Promotion (STEP) intervention among social networks of men in Dar es Salaam, Tanzania: application of the ADAPT-ITT model. BMC Health Serv Res 2024; 24:1166. [PMID: 39358728 PMCID: PMC11445879 DOI: 10.1186/s12913-024-11586-9] [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: 08/21/2023] [Accepted: 09/12/2024] [Indexed: 10/04/2024] Open
Abstract
BACKGROUND According to the 2016-2017 Tanzania HIV Impact Survey, only 45% of men living with HIV (MLWH) were aware of their HIV status. In an effort to increase HIV testing in Tanzania, including among men, the Government of Tanzania passed a law in December 2019 allowing HIV self-testing (HIVST) to be included in the national testing strategies. The objective of this paper is to describe the development and pilot feasibility assessment of the Self-Testing Education and Promotion (STEP) intervention, which includes male peer education and demand creation for HIVST, and nurse-led distribution of HIVST kits in a community setting. METHODS The development and piloting processes were guided by the ADAPT-ITT model and informed by a national PEPFAR/USAID-funded HIV implementation science project called Sauti. The adapted STEP intervention included the following two components: 1) peer-based HIVST promotion; and 2) nurse-led HIVST distribution. For the feasibility assessment, 25 men were selected and trained as peer educators in 2019 to promote HIVST among their peers before recruiting 253 men who received instructions and an HIVST kit from a nurse at a community-based study tent site. RESULTS Of the 236 participants who completed the 1-month follow-up survey, 98.3% reported using the kit. The majority (92.4%) of participants reported a negative HIVST result while 4.2% (n = 10) received a positive result. Most (70%, n = 7) of the participants with a positive result sought follow-up services at a healthcare facility while 40.3% (n = 95) of the participants with a negative self-test result visited the community-based project site. Most of the men (53%, n = 129) did not visit a healthcare facility or the study site. CONCLUSION The findings demonstrate that the combined peer-based promotion and nurse-led distribution of HIVST intervention was acceptable and feasible, though seeking follow-up services at healthcare facilities remained low. Future research should evaluate the effectiveness of offering nurse-led community-based clinical follow-up services in addition to HIVST rather than referral to facilities.
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Affiliation(s)
- Donaldson F Conserve
- Milken Institute School of Public Health, The George Washington University, 950 New Hampshire Ave NW, Washington, DC, USA.
| | | | - Samuel Janson
- Milken Institute School of Public Health, The George Washington University, 950 New Hampshire Ave NW, Washington, DC, USA
| | - Frank Mhando
- Johannesburg Business School, University of Johannesburg, Johannesburg, SA, South Africa
| | | | | | | | - Wynton Sims
- School of Medicine, University of California San Francisco, San Francisco, CA, USA
| | | | - Augustine T Choko
- Malawi-Liverpool Wellcome Trust Clinical Research Programme, Blantyre, Malawi
| | - Stella E Mushy
- Department of Community Health Nursing, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Cheryl Johnson
- Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland
| | | | - Albert Komba
- Jhpiego Tanzania - An Affiliate of Johns Hopkins University, Dar es Salaam, Tanzania
| | - Peris Urasa
- National AIDS Control Program, Ministry of Health, Dodoma, Tanzania
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Mollel GJ, Ketang’enyi E, Komba L, Mmbaga BT, Shayo AM, Boshe J, Knettel B, Gallis JA, Turner EL, O’Donnell K, Baumgartner JN, Ogbuoji O, Dow DE. Study protocol for Sauti ya Vijana (The Voice of Youth): A hybrid-type 1 randomized trial to evaluate effectiveness and implementation of a mental health and life skills intervention to improve health outcomes for Tanzanian youth living with HIV. PLoS One 2024; 19:e0305471. [PMID: 39186768 PMCID: PMC11346953 DOI: 10.1371/journal.pone.0305471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Accepted: 05/28/2024] [Indexed: 08/28/2024] Open
Abstract
OBJECTIVE Young people living with HIV (YPLWH) experience increased morbidity and mortality compared to all other age groups. Adolescence brings unique challenges related to sexual reproductive health, the elevated importance of peer groups, and often, emerging symptoms of emotional distress. Failure to address this unique life stage for YPLWH can lead to worse HIV and mental health outcomes. Herein lies the protocol for a hybrid-type-1 effectiveness-implementation trial designed to evaluate a mental health and life skills intervention that aims to address these needs for YPLWH in Tanzania. METHODS This is an individually randomized group-treatment trial designed to evaluate the effectiveness of Sauti ya Vijana (SYV: The Voice of Youth) toward improving viral suppression (HIV RNA <400 copies/mL) and mental health outcomes and to assess implementation including acceptability, feasibility, fidelity, and cost-effectiveness of the manualized intervention. The trial is being conducted across four geographically distinct regions of Tanzania. Peer group leaders (PGL) with lived HIV experience deliver the 10-session group-based intervention and two individual sessions during which participants describe their disclosure narrative (when they learned they live with HIV) and value-based goal setting. Caregiver or chosen supportive adults are encouraged to attend two specific group sessions with their youth. Participants are 10-24 years of age, prescribed antiretroviral therapy for at least 6 months, fully aware of their HIV status, able to commit to session attendance, and able to understand and meaningfully contribute to group sessions. Participant study visits occur at 5 time points for evaluation: baseline, 4-, 6-, 12-, and 18-months post baseline. A single booster session is conducted before the 12-month visit. Study visits evaluate mental health, adverse childhood events, interpersonal violence, resilience, stigma, HIV knowledge, substance use, sexual relationships, ART adherence, and HIV RNA. Implementation outcomes evaluate feasibility and acceptability through attendance, intervention session notes, focus discussion groups and qualitative interviews. Fidelity to the intervention is measured using fidelity checklists by a PGL observer at each group session. Cost effectiveness is calculated using an incremental cost-effectiveness ratio that utilizes a patient cost questionnaire and financial records of study costs. SIGNIFICANCE Few mental health interventions for YPLWH have demonstrated effectiveness. Results from this study will provide information about effectiveness and implementation of a peer-led intervention for delivering a mental health and life skills intervention in low-income settings. TRIAL IDENTIFIER This trial is registered at clinicaltrials.gov NCT05374109.
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Affiliation(s)
| | - Eunice Ketang’enyi
- Baylor College of Medicine Children Foundation of Tanzania, Mwanza, Tanzania
| | - Lilian Komba
- Baylor College of Medicine Children Foundation of Tanzania, Mbeya, Tanzania
| | - Blandina T. Mmbaga
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | - Aisa M. Shayo
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania, Moshi, Tanzania
- Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Judith Boshe
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania, Moshi, Tanzania
| | - Brandon Knettel
- School of Nursing, Duke University Medical Center, Durham, NC, United States of America
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
| | - John A. Gallis
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Duke Department of Biostatistics & Bioinformatics, Duke University, Durham, NC, United States of America
| | - Elizabeth L. Turner
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Duke Department of Biostatistics & Bioinformatics, Duke University, Durham, NC, United States of America
| | - Karen O’Donnell
- Center for Child and Family Policy, Sandford School of Public Policy, Durham, NC, United States of America
| | - Joy Noel Baumgartner
- School of Social Work, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| | - Osondu Ogbuoji
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Duke Center for Policy Impact in Global Health, Durham, NC, United States of America
| | - Dorothy E. Dow
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania, Moshi, Tanzania
- Duke Global Health Institute, Duke University, Durham, North Carolina, United States of America
- Department of Pediatrics, Infectious Diseases, Duke University Medical Center, Durham, NC, United States of America
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Casalini C, D’Almeida Y, Nassam MA, Kokoloko E, Wade S, Tchupo JP, Damarly M, Mandala J, Lanham M, Mack N, Akolo C, Pitche VP, Guidigbi H, Dagnra CA. Targeted solutions to increase dolutegravir coverage, viral load testing coverage, and viral suppression among children living with HIV in Togo: An analysis of routine facility data. PLoS One 2023; 18:e0296293. [PMID: 38128036 PMCID: PMC10735014 DOI: 10.1371/journal.pone.0296293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 12/08/2023] [Indexed: 12/23/2023] Open
Abstract
BACKGROUND According to UNAIDS, Togo halved AIDS-related deaths among children ages 0-14 from 2010 to 2020. However, available data show low dolutegravir (DTG)-containing antiretroviral therapy (ART) coverage and low viral load suppression (VLS) among children living with HIV (CLHIV). We analyzed routine facility data before and after implementation of root-cause-based solutions for improving DTG coverage, viral load (VL) testing coverage, and VLS among CLHIV. DESCRIPTION We analyzed routine data for CLHIV ≤14 years from October 2019 through September 2022. We assessed proportion of CLHIV on ART receiving DTG, VL testing coverage (CLHIV on ART with documented VL test result), and VLS (CLHIV with documented VL test result of <1,000 copies among those with test result). From October 2019 to September 2020, 52% were on a DTG-containing regimen, 48% had documented VL test results, and 64% had VLS. Site-level teams conducted a root-cause analysis and designed corresponding solutions implemented beginning October 2020: line listing and contacting eligible CLHIV to start/transition to DTG-containing regimen and collect VL samples; ART adherence support; monthly DTG stock monitoring; tracking pending VL test results through laboratory focal persons; documenting VL test results; and informing caregivers within one week if CLHIV not virally suppressed. Granular data were used to prioritize technical assistance to sites with lowest DTG coverage, VL testing coverage, and VLS. RESULTS From baseline (October 2019-September 2020) to endline (October 2021-September 2022), increases were observed for DTG coverage (52% to 71%), VL testing coverage (48% to 90%), and VLS (64% to 82%). Age-disaggregated data showed positive trends. CONCLUSIONS Root-cause-based solutions and granular data use increased DTG coverage, resulting in increased VL testing and VLS among CLHIV. These interventions should be scaled and become the national standard of care.
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Affiliation(s)
| | | | | | | | | | | | | | - Justin Mandala
- HIV Programs, FHI 360, Durham, NC, United States of America
| | - Michele Lanham
- HIV Programs, FHI 360, Durham, NC, United States of America
| | - Natasha Mack
- HIV Programs, FHI 360, Durham, NC, United States of America
| | - Chris Akolo
- HIV Programs, FHI 360, Durham, NC, United States of America
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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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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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Smith R, Villanueva G, Probyn K, Sguassero Y, Ford N, Orrell C, Cohen K, Chaplin M, Leeflang MM, Hine P. Accuracy of measures for antiretroviral adherence in people living with HIV. Cochrane Database Syst Rev 2022; 7:CD013080. [PMID: 35871531 PMCID: PMC9309033 DOI: 10.1002/14651858.cd013080.pub2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND Good patient adherence to antiretroviral (ART) medication determines effective HIV viral suppression, and thus reduces the risk of progression and transmission of HIV. With accurate methods to monitor treatment adherence, we could use simple triage to target adherence support interventions that could help in the community or at health centres in resource-limited settings. OBJECTIVES To determine the accuracy of simple measures of ART adherence (including patient self-report, tablet counts, pharmacy records, electronic monitoring, or composite methods) for detecting non-suppressed viral load in people living with HIV and receiving ART treatment. SEARCH METHODS The Cochrane Infectious Diseases Group Information Specialists searched CENTRAL, MEDLINE, Embase, LILACS, CINAHL, African-Wide information, and Web of Science up to 22 April 2021. They also searched the World Health Organization (WHO) International Clinical Trials Registry Platform (ICTRP) and ClinicalTrials.gov for ongoing studies. No restrictions were placed on the language or date of publication when searching the electronic databases. SELECTION CRITERIA We included studies of all designs that evaluated a simple measure of adherence (index test) such as self-report, tablet counts, pharmacy records or secondary database analysis, or both, electronic monitoring or composite measures of any of those tests, in people living with HIV and receiving ART treatment. We used a viral load assay with a limit of detection ranging from 10 copies/mL to 400 copies/mL as the reference standard. We created 2 × 2 tables to calculate sensitivity and specificity. DATA COLLECTION AND ANALYSIS We screened studies, extracted data, and assessed risk of bias using QUADAS-2 independently and in duplicate. We assessed the certainty of evidence using the GRADE method. The results of estimated sensitivity and specificity were presented using paired forest plots and tabulated summaries. We encountered a high level of variation among studies which precluded a meaningful meta-analysis or comparison of adherence measures. We explored heterogeneity using pre-defined subgroup analysis. MAIN RESULTS We included 51 studies involving children and adults with HIV, mostly living in low- and middle-income settings, conducted between 2003 and 2021. Several studies assessed more than one index test, and the most common measure of adherence to ART was self-report. - Self-report questionnaires (25 studies, 9211 participants; very low-certainty): sensitivity ranged from 10% to 85% and specificity ranged from 10% to 99%. - Self-report using a visual analogue scale (VAS) (11 studies, 4235 participants; very low-certainty): sensitivity ranged from 0% to 58% and specificity ranged from 55% to 100%. - Tablet counts (12 studies, 3466 participants; very low-certainty): sensitivity ranged from 0% to 100% and specificity ranged from 5% to 99%. - Electronic monitoring devices (3 studies, 186 participants; very low-certainty): sensitivity ranged from 60% to 88% and the specificity ranged from 27% to 67%. - Pharmacy records or secondary databases (6 studies, 2254 participants; very low-certainty): sensitivity ranged from 17% to 88% and the specificity ranged from 9% to 95%. - Composite measures (9 studies, 1513 participants; very low-certainty): sensitivity ranged from 10% to 100% and specificity ranged from 49% to 100%. Across all included studies, the ability of adherence measures to detect viral non-suppression showed a large variation in both sensitivity and specificity that could not be explained by subgroup analysis. We assessed the overall certainty of the evidence as very low due to risk of bias, indirectness, inconsistency, and imprecision. The risk of bias and the applicability concerns for patient selection, index test, and reference standard domains were generally low or unclear due to unclear reporting. The main methodological issues identified were related to flow and timing due to high numbers of missing data. For all index tests, we assessed the certainty of the evidence as very low due to limitations in the design and conduct of the studies, applicability concerns and inconsistency of results. AUTHORS' CONCLUSIONS We encountered high variability for all index tests, and the overall certainty of evidence in all areas was very low. No measure consistently offered either a sufficiently high sensitivity or specificity to detect viral non-suppression. These concerns limit their value in triaging patients for viral load monitoring or enhanced adherence support interventions.
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Affiliation(s)
- Rhodine Smith
- Division of Epidemiology and Biostatistics, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | | | | | | | - Nathan Ford
- Department of HIV & Global Hepatitis Programme, World Health Organization, Geneva, Switzerland
| | - Catherine Orrell
- Desmond Tutu HIV Centre, University of Cape Town, Cape Town, South Africa
| | - Karen Cohen
- Division of Clinical Pharmacology, University of Cape Town, Cape Town, South Africa
| | - Marty Chaplin
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Mariska Mg Leeflang
- Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, Netherlands
| | - Paul Hine
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
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Murnane PM, Gandhi M, Bacchetti P, Getahun M, Gutin SA, Okochi H, Maeri I, Eyul P, Omoding D, Okiring J, Tallerico R, Louie A, Akullian A, Kamya MR, Bukusi EA, Charlebois ED, Camlin CS. Distinct forms of migration and mobility are differentially associated with HIV treatment adherence. AIDS 2022; 36:1021-1030. [PMID: 35652674 PMCID: PMC9178682 DOI: 10.1097/qad.0000000000003213] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE We examined whether human mobility was associated with antiretroviral treatment adherence, measured via antiretroviral hair concentrations. DESIGN This is a cross-sectional analysis of adults on antiretroviral treatment in East Africa at baseline in an observational cohort study. METHODS Participants reported recent mobility (overnight travel) and histories of migration (changes of residence), including reasons, frequency/duration, and locations. Hair antiretroviral concentrations were analyzed using validated methods. We estimated associations between mobility and antiretroviral concentrations via linear regression adjusted for age, sex, region, years on treatment. RESULTS Among 383 participants, half were women and the median age was 40. Among men, 25% reported recent work-related mobility, 30% nonwork mobility, and 11% migrated in the past year (mostly across district boundaries); among women, 6 and 57% reported work-related and nonwork mobility, respectively, and 8% recently migrated (mostly within district). Those reporting work-related trips 2 nights or less had 72% higher hair antiretroviral levels (P = 0.02) than those who did not travel for work; in contrast, nonwork mobility (any duration, vs. none) was associated with 24% lower levels (P = 0.06). Intra-district migrations were associated with 59% lower antiretroviral levels than nonmigrants (P = 0.003) while inter-district migrations were not (27% higher, P = 0.40). CONCLUSION We found that localized/intra-district migration and nonwork travel-more common among women-were associated with lower adherence, potentially reflecting care interruptions or staying with family/friends unaware of the participants' status. In contrast, short work-related trips-more common among men-were associated with higher adherence, perhaps reflecting higher income. Adherence interventions may require tailoring by sex and forms of mobility.
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Affiliation(s)
- Pamela M Murnane
- Department of Epidemiology and Biostatistics
- Institute for Global Health Sciences
| | - Monica Gandhi
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine
- UCSF-Hair Analytical Laboratory
| | | | - Monica Getahun
- Department of Obstetrics, Gynecology & Reproductive Sciences
| | - Sarah A Gutin
- Center for AIDS Prevention Studies, Department of Medicine, University of California, San Francisco, California, USA
| | - Hideaki Okochi
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine
- UCSF-Hair Analytical Laboratory
| | - Irene Maeri
- Centre For Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Patrick Eyul
- Infectious Diseases Research Collaboration, Makerere University
| | - Daniel Omoding
- Infectious Diseases Research Collaboration, Makerere University
| | - Jaffer Okiring
- Clinical Epidemiology Unit, School of Medicine, Makerere University College of Health Sciences, Kampala, Uganda
| | - Regina Tallerico
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine
- UCSF-Hair Analytical Laboratory
| | - Alexander Louie
- Division of HIV, Infectious Diseases and Global Medicine, Department of Medicine
- UCSF-Hair Analytical Laboratory
| | - Adam Akullian
- Institute for Disease Modeling, Bellevue, Washington, USA
| | - Moses R Kamya
- Infectious Diseases Research Collaboration, Makerere University
- School of Medicine, Makerere University, Kampala, Uganda
| | - Elizabeth A Bukusi
- Department of Obstetrics, Gynecology & Reproductive Sciences
- Centre For Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Edwin D Charlebois
- Center for AIDS Prevention Studies, Department of Medicine, University of California, San Francisco, California, USA
| | - Carol S Camlin
- Department of Obstetrics, Gynecology & Reproductive Sciences
- Center for AIDS Prevention Studies, Department of Medicine, University of California, San Francisco, California, USA
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9
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Wu Y, Liu S, Chu L, Zhang Q, Yang J, Qiao S, Li X, Zhou Y, Deng H, Shen Z. Hair Zidovudine Concentrations Predict Virologic Outcomes Among People Living with HIV/AIDS in China. Patient Prefer Adherence 2022; 16:1885-1896. [PMID: 35945983 PMCID: PMC9357394 DOI: 10.2147/ppa.s371623] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 07/26/2022] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Hair antiretroviral concentrations are an objective and non-invasive measure of adherence to long-term antiretroviral therapy (ART) and can further predict virologic outcomes among people living with HIV/AIDS (PLWH). Zidovudine, one of the mainstream antiretrovirals in China, has been verified to have high reliability in adherence assessment, especially for its hair concentrations. However, data are limited in its predicting virologic outcomes. Therefore, this study aimed to characterize whether hair zidovudine concentrations can predict virologic suppression among Chinese PLWH compared with hair lamivudine concentrations and two self-reported measures, the overall frequency of adherence behaviors and percentage adherence. METHODS This cross-sectional study randomly recruited 564 PLWH currently treated with zidovudine, lamivudine, and other ART agents (efavirenz, nevirapine, or lopinavir/ritonavir) in Guangxi, China. Hair antiretroviral concentrations were determined using the LC-ESI+-MS/MS method. Receiver operating characteristic (ROC) curves were used to estimate the optimal classification thresholds of hair concentrations of zidovudine and lamivudine, and the two self-reported measures. Based on those optimal classification thresholds, logistic regression was used to examine whether those four adherence measures can predict virologic suppression (HIV-1 RNA <200 copies/mL). RESULTS ROC curves demonstrated good classification performance for association with virologic suppression of zidovudine with the optimal threshold at 58 pg/mg and lamivudine at 255 pg/mg but no self-reported measures. PLWH with hair zidovudine concentrations >58 pg/mg had an adjusted odds ratio (aOR) of 43.191 (95% confidence interval (CI) = 10.171‒183.418, p < 0.001) for virologic suppression. Hair lamivudine concentrations were also associated with virologic suppression (aOR = 10.656, 95% CI = 3.670‒30.943, p < 0.001). However, two self-reported measures did not predict virologic suppression (aORs = 1.157 and 2.488, ps >0.149). CONCLUSION Hair zidovudine concentrations can be served as an alternative tool for clinically predicting virologic suppression among PLWH in China.
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Affiliation(s)
- Yan Wu
- Department of Brain and Learning Science, School of Biological Science & Medical Engineering, Southeast University, Nanjing, People’s Republic of China
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education, Nanjing, People’s Republic of China
- Institute of Child Development and Education, Research Center for Learning Science, Southeast University, Nanjing, People’s Republic of China
| | - Shuaifeng Liu
- Unit of AIDS Prevention and Control, Guangxi Zhuang Autonomous Region Center for Disease Prevention and Control, Nanning, People’s Republic of China
| | - Liuxi Chu
- Department of Brain and Learning Science, School of Biological Science & Medical Engineering, Southeast University, Nanjing, People’s Republic of China
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education, Nanjing, People’s Republic of China
- Institute of Child Development and Education, Research Center for Learning Science, Southeast University, Nanjing, People’s Republic of China
| | - Quan Zhang
- Department of Health Promotion, Education and Behavior, South Carolina SmartState Center for Healthcare Quality (CHQ), Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
- College of Graduate Health Sciences, The University of Tennessee Health Science Center, Memphis, TN, USA
| | - Jin Yang
- Institute of Child Development and Education, Research Center for Learning Science, Southeast University, Nanjing, People’s Republic of China
- Department of Preventive Medicine, School of Public Health, Southeast University, Nanjing, People’s Republic of China
| | - Shan Qiao
- Department of Health Promotion, Education and Behavior, South Carolina SmartState Center for Healthcare Quality (CHQ), Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Xiaoming Li
- Department of Health Promotion, Education and Behavior, South Carolina SmartState Center for Healthcare Quality (CHQ), Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Yuejiao Zhou
- Unit of AIDS Prevention and Control, Guangxi Zhuang Autonomous Region Center for Disease Prevention and Control, Nanning, People’s Republic of China
| | - Huihua Deng
- Department of Brain and Learning Science, School of Biological Science & Medical Engineering, Southeast University, Nanjing, People’s Republic of China
- Key Laboratory of Child Development and Learning Science (Southeast University), Ministry of Education, Nanjing, People’s Republic of China
- Institute of Child Development and Education, Research Center for Learning Science, Southeast University, Nanjing, People’s Republic of China
- Correspondence: Huihua Deng, Department of Brain and Learning Science, School of Biological Science & Medical Engineering, Southeast University, No. 2 Sipailou, Nanjing, 210096, People’s Republic of China, Tel +86 25 8379 5664, Fax +86 25 8379 3779, Email
| | - Zhiyong Shen
- Unit of AIDS Prevention and Control, Guangxi Zhuang Autonomous Region Center for Disease Prevention and Control, Nanning, People’s Republic of China
- Zhiyong Shen, Unit of AIDS Prevention and Control, Guangxi Zhuang Autonomous Region Center for Disease Prevention and Control, No. 18 Jinzhou Road, Nanning, 530028, People’s Republic of China, Tel +86 771 251 8838, Email
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10
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Mutagonda RF, Mlyuka HJ, Maganda BA, Kamuhabwa AAR. Adherence, Effectiveness and Safety of Dolutegravir Based Antiretroviral Regimens among HIV Infected Children and Adolescents in Tanzania. J Int Assoc Provid AIDS Care 2022; 21:23259582221109613. [PMID: 35776522 PMCID: PMC9257168 DOI: 10.1177/23259582221109613] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 05/31/2022] [Accepted: 06/04/2022] [Indexed: 11/17/2022] Open
Abstract
Objectives:This study aimed at assessing adherence, effectiveness, and safety of DTG-based HAART regimens among HIV-infected children and adolescents in Tanzania. Methods: This was a single-center prospective cohort study, conducted at the pediatric HIV Clinic in Mbeya, Tanzania. A binary logistic regression model was used to determine predictors of undetectable viral load at week 24. The results were significant when P-value was <0.05. Results: A total of 200 patients were enrolled with the majority (85.5%) being treatment experienced. High adherence levels (71%) were observed using the pharmacy refill method. At week 24, the overall proportion of patients with undetectable viral load was 70.2%. The predictors of undetectable viral load were age, World Health Organization (WHO) clinical stage, baseline VL and adherence to pharmacy refill. Conclusion: The majority of patients attained undetectable viral load 6 months after using DTG based regimen. DTG-based regimens were generally safe with few ADEs reported.
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Affiliation(s)
- Ritah F. Mutagonda
- Department of Clinical Pharmacy and Pharmacology, School of
Pharmacy, Muhimbili University of Health and Allied
Sciences, Dar es salaam, Tanzania
| | - Hamu J. Mlyuka
- Department of Clinical Pharmacy and Pharmacology, School of
Pharmacy, Muhimbili University of Health and Allied
Sciences, Dar es salaam, Tanzania
| | - Betty A. Maganda
- Department of Pharmaceutics and Pharmacy practice, School of
Pharmacy, Muhimbili University of Health and Allied
Sciences, Dar es salaam, Tanzania
| | - Appolinary A. R. Kamuhabwa
- Department of Clinical Pharmacy and Pharmacology, School of
Pharmacy, Muhimbili University of Health and Allied
Sciences, Dar es salaam, Tanzania
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11
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Castillo‐Mancilla JR, Edwards JA, Brijkumar J, Moosa M, Zhao Y, Ofotokun I, Johnson BA, Lee MH, Pillay S, Pillay M, Moodley P, Kuritzkes DR, Sunpath H, Bushman LR, Ellison L, Anderson PL, Marconi VC. Tenofovir diphosphate levels in dried blood spots are associated with virologic failure and resistance to first-line therapy in South Africa: a case-control cohort study. J Int AIDS Soc 2021; 24:e25849. [PMID: 34910844 PMCID: PMC8673924 DOI: 10.1002/jia2.25849] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 11/02/2021] [Indexed: 01/04/2023] Open
Abstract
INTRODUCTION Tenofovir diphosphate (TFV-DP) in dried blood spots (DBS), a measure of cumulative antiretroviral therapy (ART) adherence, is associated with viral suppression and predicts future viremia in persons with HIV (PWH). However, its utility to identify those at risk for virologic failure (VF) and drug resistance is unknown. To address this, we aimed to establish the association between this adherence biomarker and VF with drug resistance in a cohort of PWH initiating first-line ART in KwaZulu-Natal, South Africa. METHODS PWH initiating TFV disoproxil fumarate (TDF)-based ART within a parent prospective cohort were evaluated. Using a nested design, DBS for TFV-DP were collected from cases who developed VF (HIV-1 RNA ≥1000 copies/ml) after ≥5 months on ART versus controls, matched 1:2 by site, age, gender, race and ART duration. Cases were categorized as having VF with or without resistance using genotyping. One-way analysis of variance (ANOVA) was used to compare TFV-DP for controls, cases with VF and resistance, and cases with VF without resistance. Data are presented as mean (standard deviation, SD) or geometric mean [95% confidence interval, 95% CI]. RESULTS AND DISCUSSION One thousand participants were enrolled in the parent study between 2014 and 2016, of which 288 (29%) had DBS available. Of these, 94 (33%) were cases and 194 (67%) were controls; 59% were women. Mean age of our population was 33 (SD 8) years. Genotyping was available in 50 (53%) of the 94 cases. Geometric mean TFV-DP in DBS from controls was 708 [95% CI; 647-773] fmol/punch, which was higher compared to participants having VF with resistance (n = 36), 386 [95% CI; 241-617] fmol/punch and VF without resistance (n = 14), 61 [95% CI; 22-164] fmol/punch; p<0.001. Genotype could not be obtained in 44 (47%) cases. CONCLUSIONS TFV-DP in DBS showed a stepwise association with VF and drug resistance in South African PWH. Participants having VF with resistance had mid-range concentrations of TFV-DP, which were higher than those for PWH without resistance. Future research on the clinical utility of TFV-DP concentrations in DBS to predict and prevent the development of VF and drug resistance is needed.
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Affiliation(s)
- Jose R. Castillo‐Mancilla
- Division of Infectious DiseasesDepartment of MedicineUniversity of Colorado Anschutz Medical CampusAuroraColoradoUSA
| | - Johnathan A. Edwards
- Division of Infectious DiseasesDepartment of MedicineEmory University School of MedicineAtlantaGeorgiaUSA
- School of Health and Social CareUniversity of LincolnLincolnUK
| | | | | | - Yuan Zhao
- Division of Infectious DiseasesDepartment of MedicineEmory University School of MedicineAtlantaGeorgiaUSA
| | - Igho Ofotokun
- Division of Infectious DiseasesDepartment of MedicineEmory University School of MedicineAtlantaGeorgiaUSA
| | - Brent A. Johnson
- Department of Biostatistics and Computational BiologyUniversity of RochesterRochesterNew YorkUSA
| | - Mitchell H. Lee
- Division of Infectious DiseasesDepartment of MedicineEmory University School of MedicineAtlantaGeorgiaUSA
| | - Selvan Pillay
- National Health Laboratory ServiceDurbanSouth Africa
| | | | - Pravi Moodley
- National Health Laboratory ServiceDurbanSouth Africa
- University of KwaZulu‐NatalDurbanSouth Africa
| | - Daniel R. Kuritzkes
- Divison of Infectious DiseasesBrigham and Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Henry Sunpath
- National Health Laboratory ServiceDurbanSouth Africa
| | - Lane R. Bushman
- Division of Infectious DiseasesDepartment of MedicineUniversity of Colorado Anschutz Medical CampusAuroraColoradoUSA
| | - Lucas Ellison
- Division of Infectious DiseasesDepartment of MedicineUniversity of Colorado Anschutz Medical CampusAuroraColoradoUSA
| | - Peter L. Anderson
- Division of Infectious DiseasesDepartment of MedicineUniversity of Colorado Anschutz Medical CampusAuroraColoradoUSA
| | - Vincent C. Marconi
- Division of Infectious DiseasesDepartment of MedicineEmory University School of MedicineAtlantaGeorgiaUSA
- Rollins School of Public HealthEmory UniversityAtlantaGeorgiaUSA
- Emory Vaccine CenterEmory UniversityAtlantaGeorgiaUSA
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12
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Chawana TD, Nhachi CFB, Nathoo K, Ngara B, Okochi H, Louie A, Kuncze K, Katzenstein D, Metcalfe J, Gandhi M. Brief Report: Ritonavir Concentrations in Hair Predict Virologic Outcomes in HIV-Infected Adolescents With Virologic Failure on Atazanavir-Based or Ritonavir-Based Second-Line Treatment. J Acquir Immune Defic Syndr 2021; 88:181-185. [PMID: 34117162 PMCID: PMC8434943 DOI: 10.1097/qai.0000000000002742] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 05/07/2021] [Indexed: 11/27/2022]
Abstract
BACKGROUND Suboptimal adherence to antiretroviral therapy (ART) is responsible for most virologic failure among adolescents with HIV. Methods for objectively measuring adherence to ART are limited. This study assessed the association between ritonavir concentrations in hair and self-reported adherence and modified directly administered ART on virologic outcomes among HIV-infected adolescents who were virologically failing second-line ART in Harare, Zimbabwe. METHODS HIV-infected adolescents on atazanavir-based or ritonavir-based second-line treatment for >6 months with viral load ≥1000 copies/mL were randomized to either modified directly administered ART (mDAART) plus standard of care (intervention) or standard of care alone (control). Questionnaires were administered; viral load and hair samples were collected at baseline and after 90 days. Virological suppression was defned as <1000 copies/mL after follow-up. RESULTS Fifty adolescents (13-19 years) were enrolled in the study, and 42 adolescents had ritonavir concentrations measured in hair at baseline and at 90 days. Twenty-three participants (46%) were randomized to mDAART. Viral load suppression at follow-up [regression coefficient (standard error): -0.3 (0.1); 95% confidence interval (CI): -0.5 to -0.06; P = 0.01], self-reported adherence at follow-up [regression coefficient (standard error): 0.01 (0.005); 95% CI: 0.004 to 0.02; P = 0.006], and being male sex [regression coefficient (standard error): 0.3 (0.1); 95% CI: 0.08 to 0.5; P = 0.008] were associated with ritonavir concentrations in hair. The intervention, mDAART, was not associated with ritonavir concentrations [regression coefficient (standard error) 0.2 (0.1); 95% CI: -0.07 to 0.4; P = 0.2]. CONCLUSIONS Ritonavir concentrations in hair predicted virological suppression and were associated with self-reported adherence and being male in this cohort of adolescents with treatment failure to atazanavir-based or ritonavir-based second-line ART. Measuring ritonavir concentrations in hair in adolescents on protease inhibitor-based regimens could assess adherence in this vulnerable group to avert subsequent virologic failure.
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Affiliation(s)
| | | | - Kusum Nathoo
- Department of Paediatrics, University of Zimbabwe
| | - Bernard Ngara
- Department of Community Medicine, University of Zimbabwe
| | - Hideaki Okochi
- Department of Medicine, Division of HIV, Infectious Diseases, and Global Medicine, University of California San Francisco
| | - Alexander Louie
- Department of Medicine, Division of HIV, Infectious Diseases, and Global Medicine, University of California San Francisco
| | - Karen Kuncze
- Department of Medicine, Division of HIV, Infectious Diseases, and Global Medicine, University of California San Francisco
| | - David Katzenstein
- Department of Medicine, Division of Infectious Diseases, Stanford University
| | - John Metcalfe
- Department of Medicine, Division of Pulmonary and Critical Care, University of California San Francisco
| | - Monica Gandhi
- Department of Medicine, Division of HIV, Infectious Diseases, and Global Medicine, University of California San Francisco
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13
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Taiwo BO, Kuti KM, Kuhns LM, Omigbodun O, Awolude O, Adetunji A, Berzins B, Janulis P, Johnson AK, Okonkwor O, Oladeji BD, Muldoon A, Adewumi OM, Amoo P, Atunde H, Kapogiannis B, Garofalo R. Effect of Text Messaging Plus Peer Navigation on Viral Suppression Among Youth With HIV in the iCARE Nigeria Pilot Study. J Acquir Immune Defic Syndr 2021; 87:1086-1092. [PMID: 34153015 PMCID: PMC8496997 DOI: 10.1097/qai.0000000000002694] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Accepted: 03/17/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND Consistent with the global trend, youth with HIV (YWH) in Nigeria have high rates of viral nonsuppression. Hence, novel interventions are needed. SETTING Infectious Diseases Institute, College of Medicine, University of Ibadan, Nigeria. METHODS In a single-arm trial, participants aged 15-24 years received 48 weeks of a combination intervention, comprising daily 2-way text message medication reminders plus peer navigation. The primary outcome measure was viral suppression less than 200 copies/mL. The secondary outcome measures included self-reported adherence on a visual analog scale and medication possession ratio, each dichotomized as ≥90% (good) or <90% (poor) adherence. The outcomes were analyzed using McNemar test. Retention in care, intervention feasibility and acceptability, and participants' satisfaction were also assessed. RESULTS Forty YWH (50% male participants) were enrolled: mean age 19.9 years (SD = 2.5), 55% perinatally infected, and 35% virologically suppressed at baseline. Compared with baseline, the odds of virologic suppression was higher at 24 weeks (odds ratio = 14.00, P < 0.001) and 48 weeks (odds ratio = 6.00, P = 0.013). Self-reported adherence (≥90%) increased from baseline at 24 weeks (63%, P = 0.008) and 48 weeks (68%, P = 0.031). Medication possession ratio ≥90% increased at weeks 24 and 48 (85% and 80%, respectively), achieving statistical significance at 24 weeks alone (P = 0.022). Retention in care at 48 weeks was 87.5%. All (37/37) participants at week 48 were fully or mostly satisfied with the intervention. CONCLUSION Daily 2-way text message reminders plus peer navigation is a promising combination intervention to improve viral suppression among YWH in Nigeria.
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Affiliation(s)
- Babafemi O. Taiwo
- Division of Infectious Diseases and Center for Global Health, Northwestern University, Chicago, USA
| | - Kehinde M. Kuti
- Infectious Disease Institute, College of Medicine, University of Ibadan, Nigeria
| | - Lisa M. Kuhns
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, USA
- Division of Adolescent Medicine, Ann and Robert H Lurie Children’s Hospital of Chicago, USA
| | - Olayinka Omigbodun
- Department of Child and Adolescent Psychiatry, and Centre for Child and Adolescent Mental Health, College of Medicine, University of Ibadan, Nigeria
- Department of Psychiatry, College of Medicine, University of Ibadan, Nigeria
| | - Olutosin Awolude
- Infectious Disease Institute, College of Medicine, University of Ibadan, Nigeria
- Department of Obstetrics and Gynecology, and Infectious Disease Institute, College of Medicine, University of Ibadan, Nigeria
| | - Adedotun Adetunji
- Department of Family Medicine, University College Hospital, Ibadan, Nigeria
| | - Baiba Berzins
- Division of Infectious Diseases and Center for Global Health, Northwestern University, Chicago, USA
| | - Patrick Janulis
- Department of Medical Social Sciences, Northwestern University, Chicago, USA
| | - Amy K. Johnson
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, USA
- Division of Adolescent Medicine, Ann and Robert H Lurie Children’s Hospital of Chicago, USA
| | - Ogochukwu Okonkwor
- Division of Infectious Diseases and Center for Global Health, Northwestern University, Chicago, USA
| | - Bibilola D. Oladeji
- Department of Medical Social Sciences, Northwestern University, Chicago, USA
| | - Abigail Muldoon
- Division of Adolescent Medicine, Ann and Robert H Lurie Children’s Hospital of Chicago, USA
| | | | - Paul Amoo
- Infectious Disease Institute, College of Medicine, University of Ibadan, Nigeria
| | - Hannah Atunde
- Infectious Disease Institute, College of Medicine, University of Ibadan, Nigeria
| | - Bill Kapogiannis
- Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, Maryland, USA
| | - Robert Garofalo
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, USA
- Division of Adolescent Medicine, Ann and Robert H Lurie Children’s Hospital of Chicago, USA
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14
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Apornpong T, Grinsztejn B, Hughes M, Ritz J, Kerr SJ, Fletcher CV, Ruxrungtham K, Godfrey C, Gross R, Hogg E, Wallis CL, Badal-Faesen S, Hosseinipour MC, Mngqbisa R, Santos BR, Shah S, Hovind LJ, Mawlana S, Van Schalkwyk M, Chotirosniramit N, Kanyama C, Kumarasamy N, Salata R, Collier AC, Gandhi M. Antiretroviral hair levels, self-reported adherence, and virologic failure in second-line regimen patients in resource-limited settings. AIDS 2021; 35:1439-1449. [PMID: 33831905 PMCID: PMC8243835 DOI: 10.1097/qad.0000000000002901] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To evaluate associations between hair antiretroviral hair concentrations as an objective, cumulative adherence metric, with self-reported adherence and virologic outcomes. DESIGN Analysis of cohort A of the ACTG-A5288 study. These patients in resource-limited settings were failing second-line protease inhibitor-based antiretroviral therapy (ART) but were susceptible to at least one nucleoside reverse transcriptase inhibitor (NRTI) and their protease inhibitor, and continued taking their protease inhibitor-based regimen. METHODS Antiretroviral hair concentrations in participants taking two NRTIs with boosted atazanavir (n = 69) or lopinavir (n = 112) were analyzed at weeks 12, 24, 36 and 48 using liquid-chromatography--tandem-mass-spectrometry assays. Participants' self-reported percentage of doses taken in the previous month; virologic failure was confirmed HIV-1 RNA at least 1000 copies/ml at week 24 or 48. RESULTS From 181 participants with hair samples (61% women, median age: 39 years; CD4+ cell count: 167 cells/μl; HIV-1 RNA: 18 648 copies/ml), 91 (50%) experienced virologic failure at either visit. At 24 weeks, median hair concentrations were 2.95 [interquartile range (IQR) 0.49-4.60] ng/mg for atazanavir, 2.64 (IQR 0.73--7.16) for lopinavir, and 0.44 (IQR 0.11--0.76) for ritonavir. Plasma HIV-1 RNA demonstrated inverse correlations with hair levels (rs -0.46 to -0.74) at weeks 24 and 48. Weaker associations were seen with self-reported adherence (rs -0.03 to -0.24). Decreasing hair concentrations were significantly associated with virologic failure, the hazard ratio (95% CI) for ATV, LPV, and RTV were 0.69 (0.56-0.86), 0.77 (0.68-0.87), and 0.12 (0.06-0.27), respectively. CONCLUSION Protease inhibitor hair concentrations showed stronger associations with subsequent virologic outcomes than self-reported adherence in this cohort. Hair adherence measures could identify individuals at risk of second-line treatment failure in need of interventions.
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Affiliation(s)
| | - Beatriz Grinsztejn
- Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, Brazil
| | - Michael Hughes
- Harvard T.H. Chan School of Public Health, Boston, Maryland, USA
| | - Justin Ritz
- Harvard T.H. Chan School of Public Health, Boston, Maryland, USA
| | - Stephen J Kerr
- HIV-NAT, TRCARC, Bangkok, Thailand
- Biostatistics Excellence Centre, Bangkok, Thailand
- The Kirby Institute, UNSW, Sydney, Australia
| | | | - Kiat Ruxrungtham
- HIV-NAT, TRCARC, Bangkok, Thailand
- Chulalongkorn University, Bangkok, Thailand
| | | | | | - Evelyn Hogg
- Social & Scientific Systems, Silver Spring, Maryland, USA
| | | | - Sharlaa Badal-Faesen
- Clinical HIV Research Unit, Helen Joseph Hospital, University of the Witwatersrand, Johannesburg, South Africa
| | | | | | - Breno R Santos
- Hospital Nossa Senhora da Conceicao CRS, Rio Grande do Sul, Brazil
| | | | - Laura J Hovind
- Frontier Science & Technology Research Foundation, Inc., Amherst, Massachusetts, USA
| | - Sajeeda Mawlana
- Hospital Nossa Senhora da Conceicao CRS, Rio Grande do Sul, Brazil
| | - Marije Van Schalkwyk
- Family Centre for Research with Ubuntu (FAMCRU), Stellenbosch University, Cape Town, South Africa
| | | | | | | | | | | | - Monica Gandhi
- University of California, San Francisco, California, USA
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15
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Okochi H, Louie A, Phung N, Zhang K, Tallerico RM, Kuncze K, Spinelli MA, Koss CA, Benet LZ, Gandhi M. Tenofovir and emtricitabine concentrations in hair are comparable between individuals on tenofovir disoproxil fumarate versus tenofovir alafenamide-based ART. Drug Test Anal 2021; 13:1354-1370. [PMID: 33742745 PMCID: PMC9131373 DOI: 10.1002/dta.3033] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 03/12/2021] [Accepted: 03/16/2021] [Indexed: 12/15/2022]
Abstract
Tenofovir disoproxil fumarate (TDF) in combination with emtricitabine (FTC) is the backbone for both human immunodeficiency virus (HIV) treatment and pre-exposure prophylaxis (PrEP) worldwide. Tenofovir alafenamide (TAF) with FTC is increasingly used in HIV treatment and was recently approved for PrEP among men-who-have-sex-with-men. TDF and TAF are both metabolized into tenofovir (TFV). Antiretrovirals in plasma are taken up into hair over time, with hair levels providing a long-term measure of adherence. Here, we report a simple, robust, highly sensitive, and validated high-performance liquid chromatography coupled with tandem mass spectrometry (LC/MS/MS)-based analytical method for analyzing TFV and FTC from individuals on either TDF/FTC or TAF/FTC in small hair samples. TFV/FTC are extracted from ~5 mg hair and separated on a column using a gradient elution. The lower quantification limits are 0.00200 (TFV) and 0.0200 (FTC) ng/mg hair; the assay is linear up to 0.400 (TFV) and 4.00 (FTC) ng/mg hair. The intra-day and inter-day coefficients of variance (CVs) are 5.39-12.6% and 6.40-13.5% for TFV and 0.571-2.45% and 2.45-5.16% for FTC. TFV concentrations from participants on TDF/FTC-based regimens with undetectable plasma HIV RNA were 0.0525 ± 0.0295 ng/mg, whereas those from individuals on TAF/FTC-based regimens were 0.0426 ± 0.0246 ng/mg. Despite the dose of TFV in TDF being 10 times that of TAF, hair concentrations of TFV were not significantly different for those on TDF versus TAF regimens. Pharmacological enhancers (ritonavir and cobicistat) did not boost TFV concentrations in hair. In summary, we developed and validated a sensitive analytical method to analyze TFV and FTC in hair and found that hair concentrations of TFV were essentially equivalent among those on TDF and TAF.
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Affiliation(s)
- Hideaki Okochi
- Division of HIV, Infection Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, USA
- UCSF-Hair Analytical Laboratory, University of California San Francisco, San Francisco, California, USA
| | - Alexander Louie
- Division of HIV, Infection Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, USA
- UCSF-Hair Analytical Laboratory, University of California San Francisco, San Francisco, California, USA
| | - Nhi Phung
- Division of HIV, Infection Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, USA
- UCSF-Hair Analytical Laboratory, University of California San Francisco, San Francisco, California, USA
| | - Kevin Zhang
- Division of HIV, Infection Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, USA
- UCSF-Hair Analytical Laboratory, University of California San Francisco, San Francisco, California, USA
| | - Regina M. Tallerico
- Division of HIV, Infection Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, USA
- UCSF-Hair Analytical Laboratory, University of California San Francisco, San Francisco, California, USA
| | - Karen Kuncze
- Division of HIV, Infection Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, USA
- UCSF-Hair Analytical Laboratory, University of California San Francisco, San Francisco, California, USA
| | - Matthew A. Spinelli
- Division of HIV, Infection Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, USA
| | - Catherine A. Koss
- Division of HIV, Infection Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, USA
| | - Leslie Z. Benet
- UCSF-Hair Analytical Laboratory, University of California San Francisco, San Francisco, California, USA
- Department of Bioengineering and Therapeutic Sciences, Schools of Pharmacy and Medicine, University of California San Francisco, San Francisco, California, USA
| | - Monica Gandhi
- Division of HIV, Infection Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, California, USA
- UCSF-Hair Analytical Laboratory, University of California San Francisco, San Francisco, California, USA
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16
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Zhang Q, Li X, Qiao S, Liu S, Shen Z, Zhou Y. Association of Hair Concentrations of Antiretrovirals with Virologic Outcomes Among People Living with HIV in Guangxi, China. Patient Prefer Adherence 2021; 15:853-861. [PMID: 33935495 PMCID: PMC8080155 DOI: 10.2147/ppa.s277965] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Accepted: 03/23/2021] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Hair concentrations of antiretrovirals are an innovative and non-invasive method for measuring cumulative antiretroviral exposure and assessing long-term antiretroviral adherence. This study aimed to examine hair concentrations of antiretrovirals in relation to virologic outcomes among PLHIV in Guangxi, China. METHODS Cross-sectional data of hair concentrations of antiretrovirals and HIV viral load were collected from 215 PLHIV in Guangxi, China. Multivariate logistic regression analyses were used to examine the association of hair concentrations of antiretrovirals with virologic outcomes. RESULTS Of the 215 participants, 215, 67, and 163 PLHIV are receiving lamivudine, zidovudine, and efavirenz, respectively. Multivariate analysis revealed that hair concentrations of lamivudine [odds ratio = 16.52, 95% CI 2.51-108.60, p = 0.004] and efavirenz [odds ratio = 14.26, 95% CI 1.18-172.01, p = 0.036], but not zidovudine [odds ratio = 1.77, 95% CI 0.06-56.14, p = 0.747], were the strongest independent predictor of virologic suppression when controlling for sociodemographic and other HIV-related characteristics. CONCLUSION Hair concentrations of lamivudine and efavirenz were the strongest independent predictor of virologic suppression among Chinese PLHIV. Hair analysis of antiretrovirals may provide a non-invasive, cost-effective tool that predicts virologic suppression among PLHIV in China.
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Affiliation(s)
- Quan Zhang
- South Carolina SmartState Center for Healthcare Quality (CHQ), Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
- Institute of Pedagogy and Applied Psychology, School of Public Administration, Hohai University, Nanjing, Jiangsu, People’s Republic of China
| | - Xiaoming Li
- South Carolina SmartState Center for Healthcare Quality (CHQ), Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Shan Qiao
- South Carolina SmartState Center for Healthcare Quality (CHQ), Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Shuaifeng Liu
- Guangxi Zhuang Autonomous Region Center for Disease Control and Prevention, Nanning, Guangxi, People’s Republic of China
| | - Zhiyong Shen
- Guangxi Zhuang Autonomous Region Center for Disease Control and Prevention, Nanning, Guangxi, People’s Republic of China
| | - Yuejiao Zhou
- Guangxi Zhuang Autonomous Region Center for Disease Control and Prevention, Nanning, Guangxi, People’s Republic of China
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17
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Chas J, Bauer R, Larabi IA, Peytavin G, Roux P, Cua E, Cotte L, Pasquet A, Capitant C, Meyer L, Raffi F, Spire B, Pialoux G, Molina JM, Alvarez JC. Evaluation of Drug Abuse by Hair Analysis and Self-Reported Use Among MSM Under PrEP: Results From a French Substudy of the ANRS-IPERGAY Trial. J Acquir Immune Defic Syndr 2021; 86:552-561. [PMID: 33394814 DOI: 10.1097/qai.0000000000002610] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Accepted: 11/23/2020] [Indexed: 11/26/2022]
Abstract
BACKGROUND We used the Agence nationale de Recherches sur le sida et les hépatites virales (ANRS)-IPERGAY trial to qualitatively and quantitatively measure drug use among men who have sex with men under preexposure prophylaxis using 2 different methods, to better understand and collectively respond to risky practices. METHOD We included 69 volunteers of the ANRS-IPERGAY trial. We measured drug use by 2 methods: (1) drug detection by hair analysis and (2) reported drug use by self-reported drug consumption. RESULTS New psychoactive substances (NPS) and conventional drugs were detected in 53 of the 69 (77%) volunteers by hair analysis and in 39 of the 69 (57%) volunteers by questionnaires. On the 219 hair segments analyzed, the most commonly used drugs were cocaine in 47 of the 69 (68%), 3,4-methylenedioxymethamphetamine/ecstasy in 31 of the 69 (45%), and NPS in 27 of the 69 (39%). On the 1061 collected questionnaires, the most commonly used drugs were cocaine in 31 of the 69 (45%), 3,4-methylenedioxymethamphetamine/ecstasy in 29 of the 69 (42%), and NPS in 16 of the 69 (23%). Hair analysis detects more conventional drugs and/or NPS use (P < 0.05). Drug use identified by hair was significantly associated with a higher number of sexual partners in the past 2 months (P ≤ 0.001), more often casual partners (P ≤ 0.001), condomless anal sex (P ≤ 0.005), hardcore sexual practices (P ≤ 0.001), a higher number of sexually transmitted infections, and chemsex (P ≤ 0.05). CONCLUSIONS Self-report drug use by questionnaires remains the reference tool for harm reduction at the individual level because of its feasibility and low cost. However, hair analysis is more sensitive, objectively assessing consumption, and interesting to understand uses and to be able to collectively respond to risky practices with adapted messages.
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Affiliation(s)
- Julie Chas
- Département des Maladies Infectieuses, Hôpital Tenon, AP-HP, Paris, France
| | | | - Islam Amine Larabi
- Département de Pharmacologie-Toxicologie, Hôpital Raymond Poincaré, AP-HP, et MassSpecLab, Plateforme de Spectrométrie de Masse, Inserm U-1173, UFR des Sciences de la Santé Simone Veil, Université Paris-Saclay (Versailles Saint-Quentin-en-Yvelines), Garches, France
| | - Gilles Peytavin
- Département de Pharmacologie-Toxicologie, Hôpital Bichat Claude Bernard, AP-HP, et IAME, INSERM, UMRS1137, Université de Paris, Paris, France
| | - Perrine Roux
- Aix Marseille Université, INSERM, IRD, SESSTIM, Sciences Economiques & Sociales de la Santé & Traitement de l'Information Médicale, Marseille, France
- ORS PACA, Observatoire régional de la santé Provence-Alpes-Côte d'Azur, Marseille, France
| | - Eric Cua
- Département des Maladies Infectieuses, Hôpital de l'Archet, Nice, France
| | - Laurent Cotte
- Département des Maladies Infectieuses, Hôpital de la Croix Rousse, Hospices Civils de Lyon, Lyon, France
| | - Armelle Pasquet
- Département des Maladies Infectieuses, Hôpital G Dron, Centre Hospitalier Universitaire de Tourcoing, Tourcoing, France
| | | | - Laurence Meyer
- INSERM SC10 US19, Villejuif, France
- Université Paris Sud, Paris, France
| | - Francois Raffi
- Département des Maladies Infectieuses, Hôtel-Dieu, Nantes, France
| | - Bruno Spire
- Aix Marseille Université, INSERM, IRD, SESSTIM, Sciences Economiques & Sociales de la Santé & Traitement de l'Information Médicale, Marseille, France
- ORS PACA, Observatoire régional de la santé Provence-Alpes-Côte d'Azur, Marseille, France
| | - Gilles Pialoux
- Département des Maladies Infectieuses, Hôpital Tenon, AP-HP, Paris, France
- Sorbonne Université, Paris, France
| | - Jean-Michel Molina
- Département de Maladies Infectieuses, Hôpital Lariboisière Saint-Louis, Paris, France
- Université de Paris, Paris, France; and
- INSERM U944, Paris, France
| | - Jean-Claude Alvarez
- Département de Pharmacologie-Toxicologie, Hôpital Raymond Poincaré, AP-HP, et MassSpecLab, Plateforme de Spectrométrie de Masse, Inserm U-1173, UFR des Sciences de la Santé Simone Veil, Université Paris-Saclay (Versailles Saint-Quentin-en-Yvelines), Garches, France
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18
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Approaches to Objectively Measure Antiretroviral Medication Adherence and Drive Adherence Interventions. Curr HIV/AIDS Rep 2020; 17:301-314. [PMID: 32424549 PMCID: PMC7363551 DOI: 10.1007/s11904-020-00502-5] [Citation(s) in RCA: 92] [Impact Index Per Article: 18.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
PURPOSE OF REVIEW Traditional methods to assess antiretroviral adherence, such as self-report, pill counts, and pharmacy refill data, may be inaccurate in determining actual pill-taking to both antiretroviral therapy (ART) or pre-exposure prophylaxis (PrEP). HIV viral loads serve as surrogates of adherence on ART, but loss of virologic control may occur well after decreases in adherence and viral loads are not relevant to PrEP. RECENT FINDINGS Pharmacologic measures of adherence, electronic adherence monitors, and ingestible electronic pills all serve as more objective metrics of adherence, surpassing self-report in predicting outcomes. Pharmacologic metrics can identify either recent adherence or cumulative adherence. Recent dosing measures include antiretroviral levels in plasma or urine, as well as emtricitabine-triphosphate in dried blood spots (DBS) for those on tenofovir-emtricitabine-based therapy. A urine tenofovir test has recently been developed into a point-of-care test for bedside adherence monitoring. Cumulative adherence metrics assess adherence over weeks to months and include measurement of tenofovir-diphosphate in peripheral blood mononuclear cells or DBS, as well as ART levels in hair. Electronic adherence monitors and ingestible electronic pills can track pill bottle openings or medication ingestion, respectively. New and objective approaches in adherence monitoring can be used to detect nonadherence prior to loss of prevention efficacy or virologic control with PrEP or ART, respectively.
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19
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Wang M, Miller JD, Collins SM, Santoso MV, Wekesa P, Okochi H, Onono M, Weiser S, Gandhi M, Young SL. Social Support Mitigates Negative Impact of Food Insecurity on Antiretroviral Adherence Among Postpartum Women in Western Kenya. AIDS Behav 2020; 24:2885-2894. [PMID: 32212069 PMCID: PMC7483232 DOI: 10.1007/s10461-020-02839-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Food insecurity (FI), low social support, and low health-related quality of life (HRQoL) are associated with self-reported nonadherence to antiretroviral therapy (ART) among postpartum women, but these relationships have not been evaluated using objective adherence indicators. Hair samples were therefore analyzed among 83 postpartum Kenyan women living with HIV on efavirenz and nevirapine ART drug regimens in an observational cohort (NCT02974972). FI (0-27), social support (0-40), and HRQoL (8-40) in the prior month were also assessed. In multivariable models, each point increase in FI and decrease in HRQoL were associated with a 45.1% (95% CI: -64.3%, -15.6%) and 10.5% decrease (95% CI: 1.0%, 22.1%) in hair ART drug concentrations respectively, when social support was held constant. A significant interaction between social support and FI (β = 0.02, p = 0.017) indicated that greater social support was predicted to mitigate the negative impacts of FI on ART adherence. Addressing these modifiable barriers could improve ART adherence during this critical period.
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Affiliation(s)
- Mira Wang
- Department Anthropology, Program in Global Health, Northwestern University, Evanston, IL, 60208, USA
| | - Joshua D Miller
- Department Anthropology, Program in Global Health, Northwestern University, Evanston, IL, 60208, USA
| | - Shalean M Collins
- Department Anthropology, Program in Global Health, Northwestern University, Evanston, IL, 60208, USA
| | - Marianne V Santoso
- Department Anthropology, Program in Global Health, Northwestern University, Evanston, IL, 60208, USA
| | - Pauline Wekesa
- Family Aids Care and Education Services (FACES), Kenya Medical Research Institute, Kisumu, Kenya
| | - Hideaki Okochi
- Division of HIV, Infectious Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Maricianah Onono
- Family Aids Care and Education Services (FACES), Kenya Medical Research Institute, Kisumu, Kenya
| | - Sheri Weiser
- Division of HIV, Infectious Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Monica Gandhi
- Division of HIV, Infectious Diseases, and Global Medicine, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Sera L Young
- Department Anthropology, Program in Global Health, Northwestern University, Evanston, IL, 60208, USA.
- Institute for Policy Research, Northwestern University, Evanston, IL, 60208, USA.
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20
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Dow DE, Mmbaga BT, Gallis JA, Turner EL, Gandhi M, Cunningham CK, O'Donnell KE. A group-based mental health intervention for young people living with HIV in Tanzania: results of a pilot individually randomized group treatment trial. BMC Public Health 2020; 20:1358. [PMID: 32887558 PMCID: PMC7487650 DOI: 10.1186/s12889-020-09380-3] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Accepted: 08/12/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Increasing numbers of young people living with HIV (YPLWH) have unaddressed mental health challenges. Such challenges are associated with poor antiretroviral therapy (ART) adherence and high mortality. Few evidence-based mental health interventions exist to improve HIV outcomes among YPLWH. METHODS This pilot group treatment trial individually randomized YPLWH from two clinical sites in Tanzania, evaluated acceptability, feasibility, and preliminary effectiveness of a mental health intervention, Sauti ya Vijana (SYV; The Voice of Youth), was compared to the local standard-of-care (SOC) for improving ART adherence and virologic suppression. Enrolled YPLWH were 12-24 years of age and responded to mental health and stigma questionnaires, self-reported adherence, objective adherence measures (ART concentration in hair), and HIV RNA at baseline and 6-months (post-intervention). Feasibility and acceptability were evaluated, and potential effectiveness was assessed by comparing outcomes between arms using mixed effects modeling. RESULTS Between June 2016 and July 2017, 128 YPLWH enrolled; 105 were randomized and 93 (55 in SYV) followed-up at 6-months and were thereby included in this analysis. Mean age was 18.1 years; 51% were female; and 84% were HIV-infected perinatally. Attendance to intervention sessions was 86%; 6-month follow-up was 88%, and fidelity to the protocol approached 100%. Exploratory analyses of effectiveness demonstrated self-reported adherence improved by 7.3 percentage points (95% CI: 2.2, 12.3); and the pooled standard deviation for all ART concentration values increased by 0.17 units (95% CI: - 0.52, 0.85) in the SYV arm compared to SOC. Virologic suppression rates (HIV RNA < 400 copies/mL) at baseline were 65% in both arms but increased to 75% in the SYV arm while staying the same in the SOC arm (RR 1.13; 95% CI: 0.94, 1.36). CONCLUSIONS YPLWH often have poor HIV outcomes, making interventions to improve outcomes in this population critical. This pilot trial of the Tanzania-based SYV intervention demonstrated trends towards improvement in ART adherence and virologic outcomes among YPLWH, supporting efforts to scale the intervention into a fully-powered effectiveness trial. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT02888288 . Registered August 9, 2016. Retrospectively registered as first participant enrolled June 16, 2016.
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Affiliation(s)
- Dorothy E Dow
- Duke University Medical Center, Pediatrics, Infectious Diseases, Box 3499, Durham, NC, 27710, USA. .,Duke Global Health Institute, Durham, NC, USA. .,Kilimanjaro Christian Medical Centre, Moshi, Tanzania.
| | - Blandina T Mmbaga
- Duke Global Health Institute, Durham, NC, USA.,Kilimanjaro Christian Medical Centre, Moshi, Tanzania
| | - John A Gallis
- Duke Global Health Institute, Durham, NC, USA.,Duke University, Department of Biostatistics and Bioinformatics, Durham, NC, USA
| | - Elizabeth L Turner
- Duke Global Health Institute, Durham, NC, USA.,Duke University, Department of Biostatistics and Bioinformatics, Durham, NC, USA
| | | | - Coleen K Cunningham
- Duke University Medical Center, Pediatrics, Infectious Diseases, Box 3499, Durham, NC, 27710, USA.,Duke Global Health Institute, Durham, NC, USA
| | - Karen E O'Donnell
- Duke University, Center for Health Policy and Inequalities Research, Durham, NC, USA.,Center for Child and Family Health, Durham, NC, USA
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21
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Gilliland WM, White NR, Yam BH, Mwangi JN, Prince HMA, Weideman AM, Kashuba ADM, Rosen EP. Influence of hair treatments on detection of antiretrovirals by mass spectrometry imaging. Analyst 2020; 145:4540-4550. [PMID: 32420552 PMCID: PMC8290328 DOI: 10.1039/d0an00478b] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2023]
Abstract
Analysis of drugs in hair by mass spectrometry imaging (MSI) has great potential as an objective, long-term measure of medication adherence. However, the fidelity of the chemical record in hair may be compromised by any cosmetic hair treatments. Here, we investigate infrared matrix-assisted laser desorption electrospray ionization (IR-MALDESI) MSI response to multiple antiretrovirals (ARVs) in cosmetically treated hair. Hair strands from patients on different ARV regimens were mechanically treated with dye, bleach, and relaxer. The treatments had little or no effect relative to untreated controls for cobicistat, abacavir, dolutegravir, maraviroc, efavirenz, and darunavir, but all three treatments removed emtricitabine (FTC) to undetectable levels from patient hair strands. We also evaluated hair strands by IR-MALDESI MSI from 8 patients on FTC-based regimens who reported a range of hair treatments at varying recency prior to hair collection. While FTC was undetectable in the treated portion of these hair strands, ARVs coadministered with FTC remained detectable in hair strands after treatment. We conclude that IR-MALDESI MSI can be used when measuring adherence to ARV therapy, provided that ARVs other than FTC are targeted in people using hair treatments.
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Affiliation(s)
- William M Gilliland
- Department of Chemistry, Furman University, Greenville, South Carolina 29613, USA
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22
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Zhang Q, Qiao S, Yang X, Li X. Antiretroviral Concentration in Hair as a Measure for Antiretroviral Medication Adherence: A Systematic Review of Global Literature. AIDS Behav 2020; 24:311-330. [PMID: 30877582 DOI: 10.1007/s10461-019-02460-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
This review aims to validate hair antiretroviral concentration (HAC) as a measure for antiretroviral medication adherence. This review included 31 studies that analyzed a total of 11 ARV drugs in four different drug classes. The associations between HAC and non-pharmacokinetic measures were generally lower than the association between HAC and other pharmacokinetic measures: the correlation coefficients (r) ranged from - 0.20 to 0.38 for self-report or pill counts and 0.20 to 0.85 for electronic drug monitoring; HAC and other pharmacokinetic measures were positively correlated with the correlation coefficients (r) ranging from 0.20 to 0.72, 0.34 to 0.86, 0.50 to 0.85 for antiretroviral concentration in plasma, peripheral blood mononuclear cells, and dried blood spots, respectively. HAC was one of the strongest independent predictors of virologic responses. HAC of tenofovir was significantly associated with renal toxicity in large sample studies. This review suggests that HAC is a valid biomarker of antiretroviral medication adherence.
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Affiliation(s)
- Quan Zhang
- South Carolina SmartState Center for Healthcare Quality (CHQ), University of South Carolina Arnold School of Public Health, Discovery I, 915 Greene Street, Columbia, SC, 29028, USA.
- Institute of Pedagogy and Applied Psychology, School of Public Administration, Hohai University, Nanjing, China.
| | - Shan Qiao
- South Carolina SmartState Center for Healthcare Quality (CHQ), University of South Carolina Arnold School of Public Health, Discovery I, 915 Greene Street, Columbia, SC, 29028, USA
| | - Xueying Yang
- South Carolina SmartState Center for Healthcare Quality (CHQ), University of South Carolina Arnold School of Public Health, Discovery I, 915 Greene Street, Columbia, SC, 29028, USA
| | - Xiaoming Li
- South Carolina SmartState Center for Healthcare Quality (CHQ), University of South Carolina Arnold School of Public Health, Discovery I, 915 Greene Street, Columbia, SC, 29028, USA
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23
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Saberi P, Chakravarty D, Ming K, Legnitto D, Gandhi M, Johnson MO, Neilands TB. Moving Antiretroviral Adherence Assessments to the Modern Era: Correlations Among Three Novel Measures of Adherence. AIDS Behav 2020; 24:284-290. [PMID: 31758349 PMCID: PMC6996539 DOI: 10.1007/s10461-019-02744-w] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
There is no gold standard for estimating antiretroviral therapy (ART) adherence. Feasible, acceptable, and objective measures that are cost- and time-effective are needed. US adults (N = 93) on ART for ≥ 3 months, having access to a mobile phone and internet, and willing to mail in self-collected hair samples, were recruited into a pilot study of remote adherence data collection methods. We examined the correlation of self-reported adherence and three objective remotely collected adherence measures: text-messaged photographs of pharmacy refill dates for pharmacy-refill-based adherence, text-messaged photographs of pills for pill-count-based adherence, and assays of home-collected hair samples for pharmacologic-based adherence. All measures were positively correlated. The strongest correlation was between pill-count- and pharmacy-refill-based adherence (r = 0.68; p < 0.001), and the weakest correlation was between self-reported adherence and hair drug concentrations (r = 0.14, p = 0.34). The three measures provide objective adherence data, are easy to collect, and are viable candidates for future HIV treatment and prevention research.
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24
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Nwogu JN, Babalola CP, Ngene SO, Taiwo BO, Berzins B, Gandhi M. Willingness to Donate Hair Samples for Research Among People Living with HIV/AIDS Attending a Tertiary Health Facility in Ibadan, Nigeria. AIDS Res Hum Retroviruses 2019; 35:642-648. [PMID: 31044607 PMCID: PMC6602105 DOI: 10.1089/aid.2018.0242] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
The use of hair samples in biomedical research is a rapidly growing field. High acceptability rates for hair collection have been demonstrated in multiple settings. Each setting may have unique issues and, to our knowledge, no previous study has assessed the acceptability of hair sampling for HIV-related research in Nigeria. This study aimed to assess the willingness to donate hair for research among people living with HIV (PLWH). A cross-sectional study was conducted among 381 PLWH in a tertiary institution in Southwest Nigeria, using convenience sampling. An interviewer-administered questionnaire was used to collect data from consenting participants, including a question on willingness to donate hair for research. The mean age of respondents was 42.1 ± 10.5 years and more than three-quarters of the respondents were females. Two hundred and eighty-eight (75.8%) respondents had at least a tertiary education. Only 51.4% of the respondents were willing to donate their hair for research. Possible sample diversion for rituals was the major (60.5%) reason cited for unwillingness to donate hair. In multivariate analysis, respondents with primary education or less exhibited a trend toward being more willing to donate hair than those with secondary education or more (p = .091). Muslims were 1.7 times more willing to donate hair than Christians even after adjusting for other demographic covariates (95% confidence interval: 1.11-2.72); p = .016. There is a moderate willingness to donate hair for research among our population of PLWH in Nigeria. These results underscore the importance of cultural sensitivity and community education when introducing innovative HIV research techniques to new settings.
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Affiliation(s)
- Jacinta N. Nwogu
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Ibadan, Ibadan, Nigeria
- Centre for Drug Discovery Development and Production, Faculty of Pharmacy, University of Ibadan, Ibadan, Nigeria
| | - Chinedum P. Babalola
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Ibadan, Ibadan, Nigeria
- Centre for Drug Discovery Development and Production, Faculty of Pharmacy, University of Ibadan, Ibadan, Nigeria
| | - Samuel O. Ngene
- Department of Epidemiology and Medical Statistics, Faculty of Public Health, University of Ibadan, Ibadan, Nigeria
| | - Babafemi O. Taiwo
- Division of Infectious Diseases and Center for Global Health, Northwestern University, Chicago, Illinois
| | - Baiba Berzins
- Division of Infectious Diseases and Center for Global Health, Northwestern University, Chicago, Illinois
| | - Monica Gandhi
- Division of HIV, Infectious Diseases, and Global Medicine, University of California, San Francisco, San Francisco, California
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25
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Dow DE, Shayo AM, Cunningham CK, Mmbaga BT. HIV-1 Drug Resistance and Virologic Outcomes Among Tanzanian Youth Living With HIV. Pediatr Infect Dis J 2019; 38:617-619. [PMID: 30724834 PMCID: PMC6857177 DOI: 10.1097/inf.0000000000002288] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Adolescents living with HIV tend to have poor adherence that often breeds HIV resistance mutations and virologic failure (VF). This study evaluated risk behavior, virologic outcomes and HIV resistance mutations in Tanzanian youth living with HIV. Participants were primarily perinatally infected and of mean age 16.7 years; among them 41.5% had VF. Those receiving first-line therapy demonstrated over 90% resistance to their current therapy.
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Affiliation(s)
- Dorothy E Dow
- From the Division of Infectious Diseases, Department of Pediatrics, Duke University Medical Center, Durham, North Carolina
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania
- Duke Global Health Institute, Duke University, Durham, North Carolina
| | - Aisa M Shayo
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania
| | - Coleen K Cunningham
- From the Division of Infectious Diseases, Department of Pediatrics, Duke University Medical Center, Durham, North Carolina
- Duke Global Health Institute, Duke University, Durham, North Carolina
| | - Blandina T Mmbaga
- Kilimanjaro Christian Medical Centre, Moshi, Tanzania
- Duke Global Health Institute, Duke University, Durham, North Carolina
- Kilimanjaro Christian Research Laboratory, Moshi, Tanzania
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26
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Martelli G, Antonucci R, Mukurasi A, Zepherine H, Nöstlinger C. Adherence to antiretroviral treatment among children and adolescents in Tanzania: Comparison between pill count and viral load outcomes in a rural context of Mwanza region. PLoS One 2019; 14:e0214014. [PMID: 30897131 PMCID: PMC6428300 DOI: 10.1371/journal.pone.0214014] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2018] [Accepted: 03/05/2019] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Adherence to antiretroviral treatment is a key challenge for paediatric HIV care. Among children and adolescents living with HIV, lower levels of adherence have been reported compared to adults. Individual, caregiver-, health services-related and sociocultural factors were shown to impact on these outcomes. Study objectives were to assess adherence in a paediatric population in rural Tanzania comparing two measurement methods, and to investigate the association between virologic suppression and demographic, clinical, drug- and family-related factors. METHODS This cross-sectional study was conducted among children and adolescents enrolled in Bukumbi HIV Care and Treatment Clinic (Misungwi district, Mwanza region) in the north of Tanzania, where the HIV prevalence is 7.2%. Adherence was measured through viral load and pill count. Kappa statistics assessed the level of agreement between the methods; bivariate and multivariable analyses identified factors independently associated with virologic suppression. RESULTS N = 72 participants (n = 49 children; n = 23 adolescents) with a median age of eight years were enrolled. 62.5% and 65.3% of the individuals presented an optimal adherence according to viral load and pill count respectively, but among 40% viral load results diverged from the pill count method. In multivariable analysis, living outside Misungwi district and having CD4 counts above 500/μl were significantly associated with optimal adherence. CONCLUSION Children and adolescents living with HIV in Mwanza show high rates of suboptimal adherence. The poor agreement between pill count and viral load results raises concerns about the interpretation of these measurements in clinical practice.
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Affiliation(s)
- Giulia Martelli
- Department of Public Health, Institute of Tropical Medicine, Antwerp, Belgium
- * E-mail:
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27
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Kekwaletswe CT, Nkosi S, Kitleli NB, Myers B, Shuper P, Parry CDH, Morojele NK. Acceptability of obtaining hair samples for assessing antiretroviral therapy (ART) exposure amongst alcohol drinking ART recipients in Tshwane, South Africa. AIDS Care 2018; 30:1498-1501. [PMID: 29779409 DOI: 10.1080/09540121.2018.1476662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
Abstract
To achieve the maximal therapeutic benefits of antiretroviral therapy (ART), high adherence is required. In South Africa, ART recipients are usually counselled by their health care providers to stop drinking alcohol, as heavy alcohol use compromises ART adherence. Patients who continue drinking alcohol tend to hide their alcohol-related adherence challenges from their health care providers. Objective measures of ART adherence/exposure may help to better identify drinkers who could benefit from ART adherence enhancement interventions. To evaluate the acceptability of collecting hair samples to objectively assess ART exposure among alcohol drinkers, we conducted four mixed-gender focus group discussions (FGDs) with alcohol drinking ART recipients at two ART sites in Tshwane, South Africa. Data were analysed using content analysis. ART recipients found hair sample testing for ART exposure to be novel and therefore expected that some ART recipients would initially be hesitant to provide a sample. Participants thought that the acceptability of hair sample collection could be enhanced by providing a full explanation of how the hair sample would be obtained and what the testing would entail. Participants also viewed hair sample testing as a viable and desirable alternative to blood sample testing for ART exposure. Some worries about the possible use of hair samples for witchcraft and the symbolic nature of hair were brought up, but these were not seen as insurmountable concerns. In conclusion, hair sample testing is a potentially acceptable method of assessing ART exposure amongst ART recipients who drink alcohol.
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Affiliation(s)
- C T Kekwaletswe
- a Alcohol, Tobacco, and Other Drug Research Unit , South African Medical Research Council , Pretoria , South Africa
| | - S Nkosi
- a Alcohol, Tobacco, and Other Drug Research Unit , South African Medical Research Council , Pretoria , South Africa
| | - N B Kitleli
- a Alcohol, Tobacco, and Other Drug Research Unit , South African Medical Research Council , Pretoria , South Africa
| | - B Myers
- b Alcohol, Tobacco, and Other Drug Research Unit , South African Medical Research Council , Cape Town , South Africa.,c Department of Psychiatry and Mental Health , University of Cape Town , Cape Town , South Africa
| | - P Shuper
- d Centre for Addiction and Mental Health , Toronto , ON , Canada.,e Dalla Lana School of Public Health , University of Toronto , Toronto , ON , Canada.,f Center for Health, Intervention, and Prevention , University of Connecticut , Storrs , CT , USA
| | - C D H Parry
- b Alcohol, Tobacco, and Other Drug Research Unit , South African Medical Research Council , Cape Town , South Africa.,g Department of Psychiatry , Stellenbosch University , Cape Town , South Africa
| | - N K Morojele
- a Alcohol, Tobacco, and Other Drug Research Unit , South African Medical Research Council , Pretoria , South Africa.,h School of Public Health, Faculty of Health Sciences , University of the Witwatersrand , Johannesburg , South Africa.,i School of Public Health and Family Medicine, Faculty of Health Sciences , University of Cape Town , Cape Town , South Africa
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