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Saura-Lázaro A, Fernández-Luis S, Nhampossa T, Fuente-Soro L, López-Varela E, Bernardo E, Augusto O, Sánchez T, Vaz P, Wei SC, Kerndt P, Honwana N, Young P, Amane G, Boene F, Naniche D. Enhancing HIV positivity yield in southern Mozambique: The effect of a Ministry of Health training module in targeted provider-initiated testing and counselling. PLoS One 2024; 19:e0303063. [PMID: 38781226 PMCID: PMC11115277 DOI: 10.1371/journal.pone.0303063] [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: 09/06/2023] [Accepted: 04/19/2024] [Indexed: 05/25/2024] Open
Abstract
In Mozambique, targeted provider-initiated HIV testing and counselling (PITC) is recommended where universal PITC is not feasible, but its effectiveness depends on healthcare providers' training. This study aimed to evaluate the effect of a Ministry of Health training module in targeted PITC on the HIV positivity yield, and identify factors associated with a positive HIV test. We conducted a single-group pre-post study between November 2018 and November 2019 in the triage and emergency departments of four healthcare facilities in Manhiça District, a resource-constrained semi-rural area. It consisted of two two-month phases split by a one-week targeted PITC training module ("observation phases"). The HIV positivity yield of targeted PITC was estimated as the proportion of HIV-positive individuals among those recommended for HIV testing by the provider. Additionally, we extracted aggregated health information system data over the four months preceding and following the observation phases to compare yield in real-world conditions ("routine phases"). Logistic regression analysis from observation phase data was conducted to identify factors associated with a positive HIV test. Among the 7,102 participants in the pre- and post-training observation phases (58.5% and 41.5% respectively), 68% were women, and 96% were recruited at triage. In the routine phases with 33,261 individuals (45.8% pre, 54.2% post), 64% were women, and 84% were seen at triage. While HIV positivity yield between pre- and post-training observation phases was similar (10.9% (269/2470) and 11.1% (207/1865), respectively), we observed an increase in yield in the post-training routine phase for women in triage, rising from 4.8% (74/1553) to 7.3% (61/831) (Yield ratio = 1.54; 95%CI: 1.11-2.14). Age (25-49 years) (OR = 2.43; 95%CI: 1.37-4.33), working in industry/mining (OR = 4.94; 95%CI: 2.17-11.23), unawareness of partner's HIV status (OR = 2.50; 95%CI: 1.91-3.27), and visiting a healer (OR = 1.74; 95%CI: 1.03-2.93) were factors associated with a positive HIV test. Including these factors in the targeted PITC algorithm could have increased new HIV diagnoses by 2.6%. In conclusion, providing refresher training and adapting the current targeted PITC algorithm through further research can help reach undiagnosed PLHIV, treat all, and ultimately eliminate HIV, especially in resource-limited rural areas.
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Affiliation(s)
- Anna Saura-Lázaro
- ISGlobal, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain
| | - Sheila Fernández-Luis
- ISGlobal, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | - Tacilta Nhampossa
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
- Instituto Nacional de Saúde (INS), Maputo, Mozambique
| | - Laura Fuente-Soro
- ISGlobal, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | - Elisa López-Varela
- ISGlobal, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | - Edson Bernardo
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
- Manhiça District Health Services, Maputo, Mozambique
| | - Orvalho Augusto
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
- Faculdade de Medicina, Universidade Eduardo Mondlane, Maputo, Mozambique
- Department of Global Health, University of Washington, Seattle, Washington, United States of America
| | - Teresa Sánchez
- London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Paula Vaz
- Fundação Ariel Glaser Contra o SIDA Pediatrico, Maputo, Mozambique
| | - Stanley C. Wei
- Division of Global HIV and Tuberculosis at Centers for Disease Control and Prevention (CDC), Maputo, Mozambique
| | - Peter Kerndt
- U.S Agency for International Development (USAID), Global Health, Washington, United States of America
| | - Nely Honwana
- Division of Global HIV and Tuberculosis at Centers for Disease Control and Prevention (CDC), Maputo, Mozambique
| | - Peter Young
- Division of Global HIV and Tuberculosis at Centers for Disease Control and Prevention (CDC), Maputo, Mozambique
| | - Guita Amane
- National STI-HIV/AIDS Programme, Ministry of Health, Maputo, Mozambique
| | - Fernando Boene
- National STI-HIV/AIDS Programme, Ministry of Health, Maputo, Mozambique
| | - Denise Naniche
- ISGlobal, Hospital Clínic, Universitat de Barcelona, Barcelona, Spain
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
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Mutai CK, McSharry PE, Ngaruye I, Musabanganji E. Use of unsupervised machine learning to characterise HIV predictors in sub-Saharan Africa. BMC Infect Dis 2023; 23:482. [PMID: 37468851 DOI: 10.1186/s12879-023-08467-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 07/17/2023] [Indexed: 07/21/2023] Open
Abstract
INTRODUCTION Significant regional variations in the HIV epidemic hurt effective common interventions in sub-Saharan Africa. It is crucial to analyze HIV positivity distributions within clusters and assess the homogeneity of countries. We aim at identifying clusters of countries based on socio-behavioural predictors of HIV for screening. METHOD We used an agglomerative hierarchical, unsupervised machine learning, approach for clustering to analyse data for 146,733 male and 155,622 female respondents from 13 sub-Saharan African countries with 20 and 26 features, respectively, using Population-based HIV Impact Assessment (PHIA) data from the survey years 2015-2019. We employed agglomerative hierarchical clustering and optimal silhouette index criterion to identify clusters of countries based on the similarity of socio-behavioural characteristics. We analyse the distribution of HIV positivity with socio-behavioural predictors of HIV within each cluster. RESULTS Two principal components were obtained, with the first describing 62.3% and 70.1% and the second explaining 18.3% and 20.6% variance of the total socio-behavioural variation in females and males, respectively. Two clusters per sex were identified, and the most predictor features in both sexes were: relationship with family head, enrolled in school, circumcision status for males, delayed pregnancy, work for payment in last 12 months, Urban area indicator, known HIV status and delayed pregnancy. The HIV positivity distribution with these variables was significant within each cluster. CONCLUSIONS /FINDINGS The findings provide a potential use of unsupervised machine learning approaches for substantially identifying clustered countries based on the underlying socio-behavioural characteristics.
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Affiliation(s)
- Charles K Mutai
- African Center of Excellence in Data Science, University of Rwanda, Kigali, BP 4285, Rwanda.
- Department of Mathematics, Physics and Computing, Moi University, Eldoret, Kenya.
| | - Patrick E McSharry
- African Center of Excellence in Data Science, University of Rwanda, Kigali, BP 4285, Rwanda
- College of Engineering, Carnegie Mellon University Africa, Kigali, BP 6150, Rwanda
- Oxford-Man Institute of Quantitative Finance, Oxford University, Oxford, OX2 6ED, UK
| | - Innocent Ngaruye
- College of Science and Technology, University of Rwanda, Kigali, Rwanda
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Berner-Rodoreda A, Vandormael A, Bärnighausen K, Mavuso M, Dlamini P, Matse S, Hettema A, Bärnighausen T, McMahon SA. Cultural Repertoires and Situated Selections as an Alternative Framework to Hegemonic Masculinities: Findings From Eswatini. Am J Mens Health 2023; 17:15579883231152110. [PMID: 36823951 PMCID: PMC9969463 DOI: 10.1177/15579883231152110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/25/2023] Open
Abstract
Since the 1980s studies on men have frequently utilized Connell's framework of hegemonic masculinities. We critically appraise this framework in the context of a population-based HIV pre-exposure prophylaxis study in Eswatini. Our findings highlight that men confidently show variation in their behavior and choices, which manifest across different men and within the same men acting in particular situations and over the life course. This led us to interrogate the hegemonic masculinities framework on the following grounds: Men's choices and behavior do not seem to fit the model of aspiring to a hegemonic ideal; the delineation of masculine traits as hegemonic or subordinate remain vague in terms of "responsibility," "fidelity," and "consideration for others"; the binary gender concept underpinning hegemonic masculinities seems outdated. Building on the work of Hirsch and Kachtan, we propose cultural repertoires as an alternative framework which also bridges the gender divide.
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Affiliation(s)
- Astrid Berner-Rodoreda
- Heidelberg Institute of Global Health,
Heidelberg University, Heidelberg, Germany,Astrid Berner-Rodoreda, Heidelberg
Institute of Global Health, Heidelberg University, INF 130.3, Heidelberg 69120,
Germany.
| | - Alain Vandormael
- Heidelberg Institute of Global Health,
Heidelberg University, Heidelberg, Germany
| | - Kate Bärnighausen
- School of Public Health, University of
the Witwatersrand, Johannesburg, South Africa
| | | | | | - Sindy Matse
- Eswatini National AIDS Program,
Ministry of Health, Eswatini, Mbabane, Eswatini
| | - Anita Hettema
- Clinton Health Access Initiative
Eswatini, Mbabane, Eswatini
| | - Till Bärnighausen
- Heidelberg Institute of Global Health,
Heidelberg University, Heidelberg, Germany
| | - Shannon A. McMahon
- Heidelberg Institute of Global Health,
Heidelberg University, Heidelberg, Germany
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4
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Mesafint Belete D, D. Huchaiah M. A Deep Learning Approaches for Modeling and Predicting of HIV Test Results Using EDHS Dataset. Infect Dis (Lond) 2023. [DOI: 10.5772/intechopen.104224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/10/2023] Open
Abstract
At present, HIV/AIDS has steadily been listed in the top position as a major cause of death. However, HIV is largely preventable and can be avoided by making strategies to increase HIV early prediction. So, there is a need for a predictive tool that can help the domain experts with early prediction of the disease and hence can recommend strategies to stop the prognosis of the diseases. Using deep learning models, we investigated whether demographic and health survey dataset might be utilized to predict HIV test status. The contribution of this work is to improve the accuracy of a model for predicting an individual’s HIV test status. We employed deep learning models to predict HIV status using Ethiopian demography and health survey (EDHS) datasets. Furthermore, we discovered that predictive models based on these dataset may be used to forecast individuals’ HIV test status, which might assist domain experts prioritize strategies and policies to safeguard the pandemic. The outcome of the study confirms that a DL model provides the best results with the most promising extracted features. The accuracy of the all DL models can further be enhanced by including the big dataset for predicting the prognosis of the disease.
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Sithole N, Koole O, Sausi K, Krows M, Schaafsma T, Van Heerden A, Shahmanesh M, van Rooyen H, Celum C, Barnabas RV, Shapiro AE. Secondary Distribution of HIV Self-Testing Kits to Social and Sexual Networks of PLWH in KwaZulu-Natal, South Africa. A Brief Report. Front Public Health 2022; 10:855625. [PMID: 35570932 PMCID: PMC9092373 DOI: 10.3389/fpubh.2022.855625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Accepted: 03/24/2022] [Indexed: 01/09/2023] Open
Abstract
Background To reach 95% of persons living with HIV (PLWH) knowing their HIV status, alternative testing approaches such as HIV self-testing (HIVST) and secondary HIVST kit distribution are needed. We investigated if secondary HIVST kit distribution from male and female PLWH in South Africa would successfully lead to their contacts testing for HIV and linking to care if positive. Methods Male and female PLWH participating in an HIV treatment trial between July and November 2018 in KwaZulu-Natal, South Africa were offered participation as "HIVST kit distributors" in a pilot of secondary distribution of HIVST kits to give to sexual partners and social networks. Univariate descriptive statistics were used to describe the characteristics of volunteer distributors, proportion of HIVST recipients who reported their results, and linkage to care among those who tested positive using HIVST were assessed. Results Sixty-three participant kit distributors accepted kits to disperse to contacts, of whom 52% were female, median age was 34 years (IQR 26-42.5), 84% reported 1 sexual partner and 76% did not know their partner's HIV status. HIVST kit distributors took 218 kits, with 13/218 (6%) of kits reported to be intended to be given to a sexual partner. A total of 143 HIVST recipients reported their HIVST results; 92% reported their results were negative, 11 recipients reported positive results and 1 HIVST-positive recipient was linked to HIV care. Conclusion Secondary distribution of HIVST to social networks and sexual partners from South African PLWH is feasible, with two thirds of contacts reporting use of the HIVST kits. Additional support is necessary to facilitate linkage to care.
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Affiliation(s)
- Nsika Sithole
- Clinical Research Department, Africa Health Research Institute, Somkhele, South Africa
| | - Olivier Koole
- Clinical Research Department, Africa Health Research Institute, Somkhele, South Africa
- London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Kombi Sausi
- Human Sciences Research Council, Sweetwaters, South Africa
| | - Meighan Krows
- Department of Global Health, University of Washington, Seattle, WA, United States
| | - Torin Schaafsma
- Department of Global Health, University of Washington, Seattle, WA, United States
| | - Alastair Van Heerden
- Human Sciences Research Council, Sweetwaters, South Africa
- MRC/Wits Developmental Pathways for Health Research Unit (DPHRU), University of the Witwatersrand, Johannesburg, South Africa
| | - Maryam Shahmanesh
- Clinical Research Department, Africa Health Research Institute, Somkhele, South Africa
- Institute for Global Health, University College London, London, United Kingdom
| | - Heidi van Rooyen
- Human Sciences Research Council, Sweetwaters, South Africa
- MRC/Wits Developmental Pathways for Health Research Unit (DPHRU), University of the Witwatersrand, Johannesburg, South Africa
| | - Connie Celum
- Department of Global Health, University of Washington, Seattle, WA, United States
- Department of Medicine, Division of Infectious Diseases, University of Washington, Seattle, WA, United States
| | - Ruanne V. Barnabas
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Adrienne E. Shapiro
- Department of Global Health, University of Washington, Seattle, WA, United States
- Department of Medicine, Division of Infectious Diseases, University of Washington, Seattle, WA, United States
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Hlongwa M, Cornell M, Malone S, Pitsillides P, Little K, Hasen N. Uptake and Short-Term Retention in HIV Treatment Among Men in South Africa: The Coach Mpilo Pilot Project. GLOBAL HEALTH, SCIENCE AND PRACTICE 2022; 10:GHSP-D-21-00498. [PMID: 35294387 PMCID: PMC8885359 DOI: 10.9745/ghsp-d-21-00498] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 12/22/2021] [Indexed: 11/15/2022]
Abstract
In this pilot project, providing peer support to men living with HIV retained a high proportion of men living with HIV in the early stages of HIV treatment and successfully supported men in returning to care after a treatment interruption. Introduction: Gender disparities persist across the HIV care continuum in sub-Saharan Africa. Men are tested, linked, and retained at lower rates than women. Men experience more treatment interruptions, resulting in higher rates of virological failure and increased mortality. Peer support is an approach to improving men’s engagement and retention in HIV treatment. We assessed uptake and early retention in HIV care among men in the ‘Coach Mpilo’ peer support pilot project in South Africa. Methods: We conducted a pilot project from March 2020 to September 2020 in 3 districts: Ehlanzeni and Gert Sibande (Mpumalanga) and Ugu (KwaZulu-Natal). Men living with HIV were invited to receive one-on-one coaching from a peer supporter who was stable on treatment. We analyzed participants’ self-reported data on demographics, uptake, and retention in HIV treatment. We described baseline characteristics using summary statistics and reported uptake and early retention proportions overall and by testing history (newly and previously diagnosed). Results: Among 4,182 men living with HIV, most were previously diagnosed (n=2,461, 64%) and uptake was high (92%, n=3,848). Short-term retention was 80% (n=1,979) among men previously diagnosed and 88% (n=1,213) among newly diagnosed. In September 2020, 95% (n=3,653/3,848) of all participants reported being active on HIV treatment, including those retained consistently and those who had interrupted and returned to care. Among participants experiencing treatment interruption after enrolling, the majority (82%, n=464) returned to treatment, largely within 2 months. Conclusions: Improving linkage to and retention in HIV treatment among men is essential for their health and for treatment as prevention. This pilot project provided preliminary evidence that a peer-led support model was acceptable, retained a high proportion of men in the early stages of ART, and supported men returning to care after treatment interruption. These promising results require further investigation to assess impact, scalability, and cost-effectiveness.
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Affiliation(s)
- Mbuzeleni Hlongwa
- Population Services International, Johannesburg, South Africa. .,School of Nursing and Public Health Medicine, University of KwaZulu-Natal, Durban, South Africa.,Burden of Disease Research Unit, South African Medical Research Council, Cape Town, South Africa
| | - Morna Cornell
- School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
| | - Shawn Malone
- Population Services International, Johannesburg, South Africa
| | | | | | - Nina Hasen
- Population Services International, Washington, DC, USA
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Berner-Rodoreda A, Ngwira E, Alhassan Y, Chione B, Dambe R, Bärnighausen T, Phiri S, Taegtmeyer M, Neuhann F. "Deadly", "fierce", "shameful": notions of antiretroviral therapy, stigma and masculinities intersecting men's life-course in Blantyre, Malawi. BMC Public Health 2021; 21:2247. [PMID: 34893060 PMCID: PMC8665632 DOI: 10.1186/s12889-021-12314-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 11/24/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Stigma and masculinity represent persistent barriers in delivering successful HIV interventions to men. Our study examined community perceptions of HIV and anti-retroviral therapy (ART) and their implications for men on ART across the life course in Blantyre, Malawi. METHODS Our qualitative study is based on 72 face-to-face semi-structured interviews. Participants were selected purposively and included men on ART (with suppressed and unsuppressed viral loads), adult male community members irrespective of HIV status and other HIV stakeholders such as health personnel and program implementers. Interviews were conducted in Chichewa and English, transcribed verbatim and analyzed thematically in NVivo 12. We applied the socio-ecological model as our theoretical framework as well as a "life-course" perspective. RESULTS Our findings highlight lingering negative perceptions towards ART in general and towards PLHIV irrespective of viral load suppression. With intersecting notions of masculinity and stigma, men's descriptions of anticipated stigma in their relationships and when visiting health facilities dominated. Stigma was experienced at the personal, interpersonal, facility and community level. Yet, men living with HIV were perceived differently throughout the life-course, with young sexually active men seen as the most stigmatized group and older men seen as drawing resilience from a greater range of masculine norms. Some men of all ages displayed "transformative" masculinities independent of stigma and community expectations. CONCLUSIONS We propose the "life-course" as a useful concept for studies on masculinity, HIV and stigma. Considering gendered constructions of "respectable" midlife-older age vis-à-vis younger age, and how they influence stigma as well as uptake and adherence to ART might lead to more targeted services for men that build on "transformative masculinities".
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Affiliation(s)
| | - Esther Ngwira
- Lilongwe University of Agriculture and Natural Resources, Lilongwe, Malawi
| | - Yussif Alhassan
- Community Health Systems Group, Department of International Public Health, Liverpool School of Tropical Medicine, Liverpool, UK
| | | | | | - Till Bärnighausen
- Heidelberg Institute of Global Health, University of Heidelberg, Heidelberg, Germany
| | - Sam Phiri
- The Lighthouse Trust, Blantyre, Malawi
| | - Miriam Taegtmeyer
- Community Health Systems Group, Department of International Public Health, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Florian Neuhann
- Heidelberg Institute of Global Health, University of Heidelberg, Heidelberg, Germany
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8
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Sithole N, Shahmanesh M, Koole O, Krows M, Schaafsma T, Siedner MJ, Celum C, Barnabas RV, Shapiro AE. Implementation of HIV Self-Testing to Reach Men in Rural uMkhanyakude, KwaZulu-Natal, South Africa. a DO-ART Trial Sub Study. Front Public Health 2021; 9:652887. [PMID: 34414151 PMCID: PMC8368982 DOI: 10.3389/fpubh.2021.652887] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 07/05/2021] [Indexed: 11/13/2022] Open
Abstract
Background: KwaZulu-Natal, South Africa has one of the highest HIV prevalence rates globally. Persons <35 years and men have lower rates of HIV testing. HIV self-testing (HIVST) may overcome many barriers of facility-based HIV testing in order to identify HIV positive young persons and men and link them to care. We investigated whether HIVST distribution was a feasible approach to reach men and assessed the proportion of participants who reported their HIVST results, tested positive and linked to care. Methods: Teams comprised of a nurse, clinic research assistant, and recruiters distributed HIVST kits in rural uMkhanyakude, KwaZulu-Natal from August-November 2018 with a focus on testing men. Workplaces (farms), social venues, taxi ranks, and homesteads were used as HIVST kit distribution points following community sensitisation through community advisory boards and community leaders. HIVST kits, demonstration of use, and small incentives to report testing outcomes were provided. The Department of Health provided confirmatory testing and HIV care at clinics. Results: Over 11 weeks in late 2018, we distributed 2,634 HIVST kits of which 2,113 (80%) were distributed to persons aged <35 years, 2,591 (98%) to men and 356 (14%) to first time testers. Of the HIVST distributed, 2,107 (80%) reported their results to the study team, and 157 (7%) tested positive. Of persons who tested positive, 107/130 (82%) reported having a confirmatory test of which 102/107 (95%) were positive and initiated on ART. No emergencies or social harms were reported. Conclusion: Large scale distribution of HIVST kits targeting men in rural KwaZulu-Natal is feasible and highly effective in reaching men, including those who had not previously tested for HIV. While two-thirds of persons who tested HIV positive initiated ART, additional linkage strategies are needed for those who do not link after HIVST. HIVST should be used as a tool to reach men in order to achieve 95% coverage in the UNAIDS testing and care cascade in KwaZulu-Natal.
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Affiliation(s)
- Nsika Sithole
- Clinical Research Department, Africa Health Research Institute, Somkhele, South Africa
| | - Maryam Shahmanesh
- Clinical Research Department, Africa Health Research Institute, Somkhele, South Africa
- Institute for Global Health, University College London, London, United Kingdom
| | - Olivier Koole
- Clinical Research Department, Africa Health Research Institute, Somkhele, South Africa
- London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Meighan Krows
- Department of Global Health, University of Washington, Seattle, WA, United States
| | - Torin Schaafsma
- Department of Global Health, University of Washington, Seattle, WA, United States
| | - Mark J. Siedner
- Clinical Research Department, Africa Health Research Institute, Somkhele, South Africa
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Connie Celum
- Department of Global Health, University of Washington, Seattle, WA, United States
- Department of Epidemiology, University of Washington, Seattle, WA, United States
- Division of Infectious Diseases, Department of Medicine, University of Washington, Seattle, WA, United States
| | - Ruanne V. Barnabas
- Department of Global Health, University of Washington, Seattle, WA, United States
- Department of Epidemiology, University of Washington, Seattle, WA, United States
- Division of Infectious Diseases, Department of Medicine, University of Washington, Seattle, WA, United States
| | - Adrienne E. Shapiro
- Department of Global Health, University of Washington, Seattle, WA, United States
- Division of Infectious Diseases, Department of Medicine, University of Washington, Seattle, WA, United States
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9
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Use of machine learning techniques to identify HIV predictors for screening in sub-Saharan Africa. BMC Med Res Methodol 2021; 21:159. [PMID: 34332540 PMCID: PMC8325403 DOI: 10.1186/s12874-021-01346-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Accepted: 07/13/2021] [Indexed: 11/17/2022] Open
Abstract
Aim HIV prevention measures in sub-Saharan Africa are still short of attaining the UNAIDS 90–90-90 fast track targets set in 2014. Identifying predictors for HIV status may facilitate targeted screening interventions that improve health care. We aimed at identifying HIV predictors as well as predicting persons at high risk of the infection. Method We applied machine learning approaches for building models using population-based HIV Impact Assessment (PHIA) data for 41,939 male and 45,105 female respondents with 30 and 40 variables respectively from four countries in sub-Saharan countries. We trained and validated the algorithms on 80% of the data and tested on the remaining 20% where we rotated around the left-out country. An algorithm with the best mean f1 score was retained and trained on the most predictive variables. We used the model to identify people living with HIV and individuals with a higher likelihood of contracting the disease. Results Application of XGBoost algorithm appeared to significantly improve identification of HIV positivity over the other five algorithms by f1 scoring mean of 90% and 92% for males and females respectively. Amongst the eight most predictor features in both sexes were: age, relationship with family head, the highest level of education, highest grade at that school level, work for payment, avoiding pregnancy, age at the first experience of sex, and wealth quintile. Model performance using these variables increased significantly compared to having all the variables included. We identified five males and 19 females individuals that would require testing to find one HIV positive individual. We also predicted that 4·14% of males and 10.81% of females are at high risk of infection. Conclusion Our findings provide a potential use of the XGBoost algorithm with socio-behavioural-driven data at substantially identifying HIV predictors and predicting individuals at high risk of infection for targeted screening. Supplementary Information The online version contains supplementary material available at 10.1186/s12874-021-01346-2.
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10
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Conan N, Paye CP, Ortuno R, Chijuwa A, Chiwandira B, Goemaere E, Belen Garone D, Coulborn RM, Chihana M, Maman D. What gaps remain in the HIV cascade of care? Results of a population-based survey in Nsanje District, Malawi. PLoS One 2021; 16:e0248410. [PMID: 33886575 PMCID: PMC8061928 DOI: 10.1371/journal.pone.0248410] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Accepted: 02/25/2021] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION The Malawi Ministry of Health (MoH) has been in collaboration with Médecins sans Frontières (MSF) to increase access to quality HIV care through decentralization of antiretroviral therapy (ART) diagnosis and treatment from hospital to clinics in Nsanje District since 2011. A population-based household survey was implemented to provide information on HIV prevalence and cascade of care to inform and prioritize community-based HIV interventions in the district. METHODS A cross-sectional survey was conducted between September 2016 and January 2017. Using two-stage cluster sampling, eligible adult individuals aged ≥15 years living in the selected households were asked to participate. Participants were interviewed and tested for HIV at home. Those tested HIV-positive had their HIV-RNA viral load (VL) measured, regardless of their ART status. All participants tested HIV-positive at the time of the survey were advised to report their HIV test result to the health facility of their choice that MSF was supported in the district. HIV-RNA VL results were made available in this health facility. RESULTS Among 5,315 eligible individuals, 91.1% were included in the survey and accepted an HIV test. The overall prevalence was 12.1% (95% Confidence Interval (CI): 11.2-13.0) and was higher in women than in men: 14.0% versus 9.5%, P<0.001. Overall HIV-positive status awareness was 80.0% (95%CI: 76.4-83.1) and was associated with sex (P<0.05). Linkage to care was 78.0% (95%CI: 74.3-81.2) and participants in care 76.2% (95%CI: 72.4-79.5). ART coverage among participants aware of their HIV-positive status was 95.3% (95%CI: 92.9-96.9) and was not associated with sex (P = 0.55). Viral load suppression among participants on ART was 89.9% (95%CI: 86.6-92.4) and was not statistically different by sex (p = 0.40). CONCLUSIONS Despite encouraging results in HIV testing coverage, cascade of care, and UNAIDS targets in Nsanje District, some gap remains in the first 90, specifically among men and young adults. Enhanced community engagement and new strategies of testing, such as index testing, could be implemented to identify those who are still undiagnosed, particularly men and young adults.
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Affiliation(s)
| | | | | | | | - Brown Chiwandira
- Ministry of Health, Department of HIV & AIDS, Programme Officer (HIV Care, Treatment & Support programme), Lilongwe, Malawi
| | - Eric Goemaere
- Southern Africa Medical Unit, Cape Town, South Africa
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11
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Matthews LT, Greener L, Khidir H, Psaros C, Harrison A, Mosery FN, Mathenjwa M, O’Neil K, Milford C, Safren SA, Bangsberg DR, Smit JA. "It really proves to us that we are still valuable": Qualitative research to inform a safer conception intervention for men living with HIV in South Africa. PLoS One 2021; 16:e0240990. [PMID: 33765001 PMCID: PMC7993862 DOI: 10.1371/journal.pone.0240990] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 10/06/2020] [Indexed: 11/25/2022] Open
Abstract
Objective Many men living with HIV want to have children. Opportunities to reduce periconception HIV transmission include antiretroviral therapy as prevention, pre-exposure prophylaxis, limiting condomless sex to peak fertility, and sperm processing. Whether men have knowledge of or want to adopt these strategies remains unknown. Methods We conducted focus group discussions (FGDs) with men accessing HIV care in South Africa in 2014 to inform a safer conception intervention for men. Eligible men were 25–45 years old, living with HIV, not yet accessing treatment, and wanting to have a child with an HIV-negative or unknown serostatus female partner (referred to as the “desired pregnancy partner”). FGDs explored motivations for having a healthy baby, feasibility of a clinic-based safer conception intervention, and acceptability of safer conception strategies. Data were analyzed using thematic analysis. Results Twelve participants from three FGDs had a median age of 37 (range 23–45) years, reported a median of 2 (range 1–4) sexual partners, and 1 (range 1–3) desired pregnancy partner(s). A third (N = 4) had disclosed HIV-serostatus to the pregnancy partner. Emergent themes included opportunities for and challenges to engaging men in safer conception services. Opportunities included enthusiasm for a clinic-based safer conception intervention and acceptance of some safer conception strategies. Challenges included poor understanding of safer conception strategies, unfamiliarity with risk reduction [versus “safe” (condoms) and “unsafe” (condomless) sex], mixed acceptability of safer conception strategies, and concerns about disclosing HIV-serostatus to a partner. Conclusions Men living with HIV expressed interest in safer conception and willingness to attend clinic programs. Imprecise prevention counseling messages make it difficult for men to conceptualize risk reduction. Effective safer conception programs should embrace clear language, e.g. undetectable = untransmittable (U = U), and support multiple approaches to serostatus disclosure to pregnancy partners.
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Affiliation(s)
- Lynn T. Matthews
- University of Alabama at Birmingham, Birmingham, AL, United States of America
- Center for Global Health and Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, United States of America
- * E-mail:
| | - Letitia Greener
- Department of Obstetrics and Gynaecology, MRU (MatCH), University of the Witwatersrand, Faculty of Health Sciences, Durban, South Africa
- Wits Reproductive Health and HIV Institute (Wits RHI), Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Hazar Khidir
- Harvard Medical School, Massachusetts General Hospital, Brigham and Women’s Hospital, Combined Residency Program in Emergency Medicine, Boston, MA, United States of America
| | - Christina Psaros
- Department of Psychiatry, Massachusetts General Hospital, Behavioral Medicine, Boston, MA, United States of America
| | - Abigail Harrison
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, United States of America
| | - F. Nzwakie Mosery
- Department of Obstetrics and Gynaecology, MRU (MatCH), University of the Witwatersrand, Faculty of Health Sciences, Durban, South Africa
| | - Mxolisi Mathenjwa
- Department of Obstetrics and Gynaecology, MRU (MatCH), University of the Witwatersrand, Faculty of Health Sciences, Durban, South Africa
| | - Kasey O’Neil
- Center for Global Health and Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, United States of America
| | - Cecilia Milford
- Department of Obstetrics and Gynaecology, MRU (MatCH), University of the Witwatersrand, Faculty of Health Sciences, Durban, South Africa
| | - Steven A. Safren
- Department of Psychology, University of Miami, Coral Gables, FL, United States of America
| | - David R. Bangsberg
- Oregon Health & Science University-Portland State University School of Public Health, Portland, OR, United States of America
| | - Jennifer A. Smit
- Department of Obstetrics and Gynaecology, MRU (MatCH), University of the Witwatersrand, Faculty of Health Sciences, Durban, South Africa
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12
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Katirayi L, Akuno J, Kulukulu B, Masaba R. "When you have a high life, and you like sex, you will be afraid": a qualitative evaluation of adolescents' decision to test for HIV in Zambia and Kenya using the health belief model. BMC Public Health 2021; 21:398. [PMID: 33632176 PMCID: PMC7905429 DOI: 10.1186/s12889-021-10391-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2020] [Accepted: 02/04/2021] [Indexed: 11/30/2022] Open
Abstract
Background HIV testing among adolescents is significantly lower than among adults and many adolescents living with HIV do not know their status. Adolescent perceptions of HIV testing are poorly understood and may negatively affect testing uptake. Using a qualitative design, this study sought to explore perceptions about HIV testing and treatment among adolescents living with HIV and adolescents of unknown HIV status in Lusaka, Zambia and Kenya. Methods Study participants were adolescents aged 15–19 years old. The adolescents living with HIV were recruited from HIV support groups at health facilities. Adolescents of unknown HIV status were recruited from existing adolescent groups within the community. In both Zambia and Kenya, four focus group discussions (FGDs) were conducted with adolescents living with HIV and four FGDs were conducted with adolescents whose HIV status was unknown, for a total of 16 FDGs. FGDs consisted of 6–12 participants, a moderator, and a note-taker. FGDs were audio-recorded, transcribed, and translated into transcripts. Transcripts were coded in the qualitative analysis software program MAXQDA v. 12. Data reduction and summary tables were generated to help identify themes across the two study population groups. Data were interpreted within the health belief model. Results Adolescents discussed the challenges of facing a positive HIV test result, including fear of a positive result and need to change their lifestyle, fear of social isolation, and perception of the lost opportunity to achieve future dreams. Most adolescents of unknown status were not as aware of the benefits of learning their HIV status, nor were they aware of the ability to live a long and healthy life on ART. HIV-positive adolescents reported that the messages targeted towards adolescents focus on the need to remain HIV-negative, as opposed to the benefits of knowing one’s status. Adolescents described age and requirements for parental permission as a significant limitation in their ability to access HIV testing. Conclusions Adolescents require more information about the benefits of testing early and the ability to live a long and healthy life on ART. Educating adolescents that HIV testing is a normative behavior among their peers could strengthen HIV testing among adolescents. Supplementary Information The online version contains supplementary material available at 10.1186/s12889-021-10391-x.
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Affiliation(s)
- Leila Katirayi
- Research Department, Elizabeth Glaser Pediatric AIDS Foundation, Washington, D.C, USA.
| | - Job Akuno
- Elizabeth Glaser Pediatric AIDS Foundation, Nairobi, Kenya
| | | | - Rose Masaba
- Elizabeth Glaser Pediatric AIDS Foundation, Nairobi, Kenya
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13
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Johnson LF, Mutemaringa T, Heekes A, Boulle A. Effect of HIV Infection and Antiretroviral Treatment on Pregnancy Rates in the Western Cape Province of South Africa. J Infect Dis 2021; 221:1953-1962. [PMID: 31332437 DOI: 10.1093/infdis/jiz362] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Accepted: 07/09/2019] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Previous studies suggest that untreated human immunodeficiency virus (HIV) infection is associated with a reduced incidence of pregnancy, but studies of the effect of antiretroviral treatment (ART) on pregnancy incidence have been inconsistent. METHODS Routine data from health services in the Western Cape province of South Africa were linked to identify pregnancies during 2007-2017 and maternal HIV records. The time from the first (index) pregnancy outcome date to the next pregnancy was modeled using Cox proportional hazards models. RESULTS During 2007-2017, 1 042 647 pregnancies were recorded. In all age groups, pregnancy incidence rates were highest in women who had started ART, lower in HIV-negative women, and lowest in ART-naive HIV-positive women. In multivariable analysis, after controlling for the most recent CD4+ T-cell count, pregnancy incidence rates in HIV-positive women receiving ART were higher than those in untreated HIV-positive women (adjusted hazard ratio, 1.63; 95% confidence interval, 1.59-1.67) and those in HIV-negative women. CONCLUSION Among women who have recently been pregnant, receipt of ART is associated with high rates of second pregnancy. Better integration of family planning into HIV care services is needed.
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Affiliation(s)
- Leigh F Johnson
- Centre for Infectious Disease Epidemiology and Research, University of Cape Town, Cape Town, South Africa
| | - Themba Mutemaringa
- Centre for Infectious Disease Epidemiology and Research, University of Cape Town, Cape Town, South Africa.,Department of Health, Provincial Government of the Western Cape, Cape Town, South Africa
| | - Alexa Heekes
- Centre for Infectious Disease Epidemiology and Research, University of Cape Town, Cape Town, South Africa.,Department of Health, Provincial Government of the Western Cape, Cape Town, South Africa
| | - Andrew Boulle
- Centre for Infectious Disease Epidemiology and Research, University of Cape Town, Cape Town, South Africa.,Department of Health, Provincial Government of the Western Cape, Cape Town, South Africa
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14
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Lopez-Varela E, Augusto O, Fuente-Soro L, Sacoor C, Nhacolo A, Casavant I, Karajeanes E, Vaz P, Naniche D. Quantifying the gender gap in the HIV care cascade in southern Mozambique: We are missing the men. PLoS One 2021; 16:e0245461. [PMID: 33577559 PMCID: PMC7880488 DOI: 10.1371/journal.pone.0245461] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 01/04/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND HIV-infected men have higher rates of delayed diagnosis, reduced antiretroviral treatment (ART) retention and mortality than women. We aimed to assess, by gender, the first two UNAIDS 90 targets in rural southern Mozambique. METHODS This analysis was embedded in a larger prospective cohort enrolling individuals with new HIV diagnosis between May 2014-June 2015 from clinic and home-based testing (HBT). We assessed gender differences between steps of the HIV-cascade. Adjusted HIV-community prevalence was estimated using multiple imputation (MI). RESULTS Among 11,773 adults randomized in HBT (7084 female and 4689 male), the response rate before HIV testing was 48.7% among eligible men and 62.0% among women (p<0.001). MI did not significantly modify all-age HIV-prevalence for men but did decrease prevalence estimates in women from 36.4%to 33.0%. Estimated proportion of HIV-infected individuals aware of their status was 75.9% for men and 88.9% for women. In individuals <25 years, we observed up to 22.2% disparity in awareness of serostatus between genders. Among individuals eligible for ART, similar proportions of men and women initiated treatment (81.2% and 85.9%, respectively). Fourfold more men than womenwere in WHO stage III/IV AIDS at first clinical visit. Once on ART, men had a twofold higher 18-month loss to follow-up rate than women. CONCLUSION The contribution of missing HIV-serostatus data differentially impacted indicators of HIV prevalence and of achievement of UNAIDS targets by age and gender and men were missing long before the second 90. Increased efforts to characterize missing men and their needs will and their needs will allow us to urgently address the barriers to men accessing care and ensure men are not left behind in the UNAIDS 90-90-90 targets achievement.
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Affiliation(s)
- Elisa Lopez-Varela
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
- ISGlobal, Instituto de Salud Global de Barcelona, Hospital Clínic—Universitat de Barcelona, Barcelona, Spain
| | - Orvalho Augusto
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
- Facultade de Medicina, Universidade Eduardo Mondlane, Maputo, Mozambique
| | - Laura Fuente-Soro
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
- ISGlobal, Instituto de Salud Global de Barcelona, Hospital Clínic—Universitat de Barcelona, Barcelona, Spain
| | - Charfudin Sacoor
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | - Ariel Nhacolo
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | | | | | - Paula Vaz
- Fundação Ariel Glaser Contra o SIDA Pediátrico, Maputo, Mozambique
| | - Denise Naniche
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
- ISGlobal, Instituto de Salud Global de Barcelona, Hospital Clínic—Universitat de Barcelona, Barcelona, Spain
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15
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Leeme TB, Mine M, Lechiile K, Mulenga F, Mosepele M, Mphoyakgosi T, Muthoga C, Ngidi J, Nkomo B, Ramaabya D, Tau M, Tenforde MW, Hayes R, Jarvis JN. Utility of CD4 count measurement in the era of universal antiretroviral therapy: an analysis of routine laboratory data in Botswana. HIV Med 2020; 22:1-10. [PMID: 32876378 DOI: 10.1111/hiv.12951] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 07/14/2020] [Accepted: 07/23/2020] [Indexed: 12/31/2022]
Abstract
OBJECTIVES National guidelines in Botswana recommend baseline CD4 count measurement and both CD4 and HIV viral load (VL) monitoring post-antiretroviral therapy (ART) initiation. We evaluated the utility of CD4 count measurement in Botswana in the era of universal ART. METHODS CD4 and VL data were analysed for HIV-infected adults undergoing CD4 count measurement in 2015-2017 at the Botswana Harvard HIV-Reference Laboratory. We determined (1) the proportion of individuals with advanced HIV disease (CD4 count < 200 cells/µL) at initial CD4 assessment, (2) the proportion with an initial CD4 count ≥ 200 cells/µL experiencing a subsequent decline in CD4 count to < 200 cells/µL, and (3) the proportion of these immunologically failing individuals who had virological failure. Logistic regression modelling examined factors associated with advanced HIV disease. CD4 count trajectories were assessed using locally weighted scatterplot smoothing (LOWESS) regression. RESULTS Twenty-five per cent (3571/14 423) of individuals with an initial CD4 assessment during the study period had advanced HIV disease at baseline. Older age [≥ 35 years; adjusted odds ratio (aOR) 1.9; 95% confidence interval (CI) 1.8-2.1] and male sex were associated with advanced HIV disease. Fifty per cent (7163/14 423) of individuals had at least two CD4 counts during the study period. Of those with an initial CD4 count ≥ 200 cells/µL, 4% (180/5061) experienced a decline in CD4 count to < 200 cells/µL; the majority of CD4 count declines were in virologically suppressed individuals and transient. CONCLUSIONS One-quarter of HIV-positive individuals in Botswana still present with advanced HIV disease, highlighting the importance of baseline CD4 count measurement to identify this at-risk population. Few with a baseline CD4 count ≥ 200 cells/µL experienced a drop below 200 cells/µL, suggesting limited utility for ongoing CD4 monitoring.
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Affiliation(s)
- T B Leeme
- Botswana Harvard AIDS Institute Partnership, Gaborone, Botswana.,Department of Clinical Research, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK
| | - M Mine
- National Health Laboratory, Gaborone, Botswana
| | - K Lechiile
- Botswana Harvard AIDS Institute Partnership, Gaborone, Botswana
| | - F Mulenga
- National Health Laboratory, Gaborone, Botswana
| | - M Mosepele
- Faculty of Medicine, University of Botswana, Gaborone, Botswana
| | | | - C Muthoga
- Botswana Harvard AIDS Institute Partnership, Gaborone, Botswana.,Botswana-UPenn Partnership, Gaborone
| | - J Ngidi
- National Health Laboratory, Gaborone, Botswana
| | - B Nkomo
- Ministry of Health and Wellness, Gaborone, Botswana
| | - D Ramaabya
- Ministry of Health and Wellness, Gaborone, Botswana
| | - M Tau
- Ministry of Health and Wellness, Gaborone, Botswana
| | | | - R Hayes
- Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - J N Jarvis
- Botswana Harvard AIDS Institute Partnership, Gaborone, Botswana.,Department of Clinical Research, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK
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Steep Declines in Pediatric AIDS Mortality in South Africa, Despite Poor Progress Toward Pediatric Diagnosis and Treatment Targets. Pediatr Infect Dis J 2020; 39:843-848. [PMID: 32433224 PMCID: PMC7958302 DOI: 10.1097/inf.0000000000002680] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Few attempts have been made to monitor progress toward HIV diagnosis and antiretroviral treatment (ART) coverage targets in children, and the impact that ART and prevention of mother-to-child transmission (PMTCT) programs have had on pediatric HIV incidence and mortality. METHODS A multiparameter evidence synthesis approach was adopted to integrate South African pediatric HIV data sources. A previously developed model of HIV in South Africa was calibrated to household survey HIV prevalence data, routine antibody testing data, data on numbers and ages of children on ART, vital registration data and data on HIV diagnosis at death. The impact of ART and PMTCT was estimated by comparing validated model outputs against model predictions of the trends that would have been expected in the absence of ART and PMTCT. RESULTS By mid-2018, the model estimated that 75.2% (95% CI: 73.9%-76.8%) of HIV-positive children were diagnosed, substantially lower than the corresponding estimates in HIV-positive adults (91.0%). ART coverage in children in 2018 (51.2%, 95% CI: 49.4%-52.7%) was also lower than that in adults (62.0%). In 2017-2018, the numbers of new cases of mother-to-child transmission and pediatric AIDS deaths were reduced by 84% and 94%, respectively, relative to what would have been expected in the absence of interventions, but reductions in mortality were driven largely by PMTCT. CONCLUSIONS Although levels of AIDS mortality in children have declined dramatically in South Africa, this has mostly been due to successful PMTCT programs, and progress toward the 90-90-90 targets appears relatively poor when compared with that in adults.
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Chihana ML, Huerga H, Van Cutsem G, Ellman T, Goemaere E, Wanjala S, Masiku C, Szumilin E, Etard JF, Maman D, Davies MA. Distribution of advanced HIV disease from three high HIV prevalence settings in Sub-Saharan Africa: a secondary analysis data from three population-based cross-sectional surveys in Eshowe (South Africa), Ndhiwa (Kenya) and Chiradzulu (Malawi). Glob Health Action 2020; 12:1679472. [PMID: 31679482 PMCID: PMC6844432 DOI: 10.1080/16549716.2019.1679472] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Background: Despite substantial progress in antiretroviral therapy (ART) scale up, some people living with HIV (PLHIV) continue to present with advanced HIV disease, contributing to ongoing HIV-related morbidity and mortality.Objective: We aimed to quantify population-level estimates of advanced HIV from three high HIV prevalence settings in Sub-Saharan Africa.Methods: Three cross-sectional surveys were conducted in (Ndhiwa (Kenya): September-November 2012), (Chiradzulu (Malawi): February-May 2013) and (Eshowe (South Africa): July-October 2013). Eligible individuals 15-59 years old who consented were interviewed at home followed by rapid HIV test and CD4 count test if tested HIV-positive. Advanced HIV was defined as CD4 < 200 cells/µl. We used logistic regression to identify patient characteristics associated with advanced HIV.Results: Among 18,991 (39.2% male) individuals, 4113 (21.7%) tested HIV-positive; 385/3957 (9.7% (95% Confidence Interval [CI]: 8.8-10.7)) had advanced HIV, ranging from 7.8% (95%CI 6.4-9.5) Chiradzulu (Malawi) to 11.8% (95%CI 9.8-14.2) Ndhiwa (Kenya). The proportion of PLHIV with advanced disease was higher among men 15.3% (95% CI 13.2-17.5) than women 7.5% (95%CI 6.6-8.6) p < 0.001. Overall, 62.7% of all individuals with advanced HIV were aware of their HIV status and 40.3% were currently on ART. Overall, 65.6% of individuals not on ART had not previously been diagnosed with HIV, while only 29.6% of those on ART had been on ART for ≥6 months. Individuals with advanced HIV disease were more likely to be men (adjusted Odds Ratio [aOR]; 2.1 (95%CI 1.7-2.6), and more likely not to be on ART (aOR; 1.7 (95%CI 1.3-2.1).Conclusion: In our study, about 1 in 10 PLHIV had advanced HIV with nearly 40% of them unaware of their HIV status. However, a substantial proportion of patients with advanced HIV were established on ART. Our findings suggest the need for a dual focus on alternative testing strategies to identify PLHIV earlier as well as improving ART retention.
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Affiliation(s)
- Menard L Chihana
- Epicentre, Cape Town, South Africa.,School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
| | | | - Gilles Van Cutsem
- School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa.,MSF Southern Africa Medical Unit (SAMU), Cape Town, South Africa
| | - Tom Ellman
- MSF Southern Africa Medical Unit (SAMU), Cape Town, South Africa
| | - Eric Goemaere
- MSF Southern Africa Medical Unit (SAMU), Cape Town, South Africa
| | | | | | | | - Jean-Francois Etard
- International Research Unit (UMI), IRD UMI 233, INSERM U1175, Montpellier University, TransVIHMI, Montpellier, France
| | - David Maman
- School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa.,MSF Nairobi, Nairobi, Kenya
| | - Mary-Ann Davies
- School of Public Health and Family Medicine, University of Cape Town, Cape Town, South Africa
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Impact of Home-Based HIV Testing Services on Progress Toward the UNAIDS 90-90-90 Targets in a Hyperendemic Area of South Africa. J Acquir Immune Defic Syndr 2019; 80:135-144. [PMID: 30422908 DOI: 10.1097/qai.0000000000001900] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND In several subgroups of South Africa, the percentage of HIV-positive individuals aware of their status falls well below the UNAIDS 90% target. This study examined the impact that home-based HIV testing services (HBHTS) had on knowledge of status in a hyperendemic area of South Africa. METHODS We analysed data from the second cross-sectional HIV Incidence Provincial Surveillance System survey (2015/2016), a representative sample (n = 10,236) of individuals aged 15-49 years. Participants completed a questionnaire, provided blood samples for laboratory testing (used to estimate HIV prevalence), and were offered HBHTS. The proportion of people living with HIV (n = 3870) made aware of their status through HBHTS was measured, and factors associated with HBHTS uptake were identified. RESULTS Knowledge of HIV-positive status at the time of the survey was 62.9% among men and 73.4% among women. Through HBHTS, the percentage of HIV-positive men and women who knew their status rose to 74.2% and 80.5%, respectively. The largest impact was observed among youth (15-24 years). Knowledge of status increased from 36.6% to 59.3% and from 50.8% to 64.8% among young men and women, respectively. In addition, 51.4% of those who had previously never tested received their first test. Key reasons for declining HBHTS among undiagnosed HIV-positive individuals included fear and self-report of an HIV-negative status. CONCLUSIONS HBHTS was effective in increasing awareness of HIV-positive status, particularly among youth, men, and those who had never tested. HBHTS could have a marked impact on progress toward the UNAIDS 90-90-90 targets within these subgroups.
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Cloete CM, Hampton J, Chetty T, Ngomane T, Spooner E, Zako LMG, Reddy S, Reddy T, Luthuli N, Ngobese H, Ramjee G, Coutsoudis A, Kiepiela P. Evaluation of a health system intervention to improve virological management in an antiretroviral programme at a municipal clinic in central Durban. South Afr J HIV Med 2019; 20:985. [PMID: 31616575 PMCID: PMC6779997 DOI: 10.4102/sajhivmed.v20i1.985] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Accepted: 07/05/2019] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND With the largest antiretroviral therapy (ART) programme globally, demand for effective HIV management is increasing in South Africa. While viral load (VL) testing is conducted, VL follow-up and management are sub-optimal. OBJECTIVES The objective of this study was to address gaps in the VL cascade to improve VL testing and management. METHODS Antiretroviral therapy records were sampled for an in-depth review. The study team then reviewed individual records, focusing on ART management, virological suppression and retention. Multifaceted interventions focused on virological control, including a clinical summary chart for ART care; streamlining laboratory results receipt and management; monitoring VL suppression, flagging virological failure and missed visits for follow-up; down-referral of stable patients eligible for the chronic club system; and training of personnel and patients. RESULTS Pre-intervention, 78% (94/120) of eligible patients had VL tests, versus 92% (145/158) post-intervention (p = 0.0009). Pre-intervention, 59% (71/120) of patients accessed their VL results, versus 86% (136/158) post-intervention (p < 0.0001). Post-intervention, 73% (19/26) of patients eligible for ART change were appropriately managed, versus 11% (4/36) pre-intervention (p < 0.0001). Only 27% had no regimen changes (7/26) post-intervention, versus 81% (29/36) pre-intervention (p < 0.0001). CONCLUSION Service delivery was streamlined to facilitate HIV services by focusing on VL test monitoring, protocol training and accessibility of results, thereby improving clinical management.
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Affiliation(s)
- Christie M Cloete
- HIV Prevention Research Unit, South African Medical Research Council, Durban, South Africa
| | - Jane Hampton
- HIV Prevention Research Unit, South African Medical Research Council, Durban, South Africa
| | - Terusha Chetty
- HIV Prevention Research Unit, South African Medical Research Council, Durban, South Africa
| | - Thando Ngomane
- eThekwini Health Unit, eThekwini Municipality, Durban, South Africa
| | - Elizabeth Spooner
- School of Clinical Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Linda M G Zako
- eThekwini Health Unit, eThekwini Municipality, Durban, South Africa
| | - Shabashini Reddy
- HIV Prevention Research Unit, South African Medical Research Council, Durban, South Africa
| | - Tarylee Reddy
- Department of Biostatistics, South African Medical Research Council, Durban, South Africa
| | - Nozipho Luthuli
- eThekwini Health Unit, eThekwini Municipality, Durban, South Africa
| | - Hope Ngobese
- eThekwini Health Unit, eThekwini Municipality, Durban, South Africa
| | - Gita Ramjee
- HIV Prevention Research Unit, South African Medical Research Council, Durban, South Africa
| | - Anna Coutsoudis
- School of Clinical Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Photini Kiepiela
- HIV Prevention Research Unit, South African Medical Research Council, Durban, South Africa
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Optimal HIV testing strategies for South Africa: a model-based evaluation of population-level impact and cost-effectiveness. Sci Rep 2019; 9:12621. [PMID: 31477764 PMCID: PMC6718403 DOI: 10.1038/s41598-019-49109-w] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Accepted: 08/19/2019] [Indexed: 11/26/2022] Open
Abstract
Although many African countries have achieved high levels of HIV diagnosis, funding constraints have necessitated greater focus on more efficient testing approaches. We compared the impact and cost-effectiveness of several potential new testing strategies in South Africa, and assessed the prospects of achieving the UNAIDS target of 95% of HIV-positive adults diagnosed by 2030. We developed a mathematical model to evaluate the potential impact of home-based testing, mobile testing, assisted partner notification, testing in schools and workplaces, and testing of female sex workers (FSWs), men who have sex with men (MSM), family planning clinic attenders and partners of pregnant women. In the absence of new testing strategies, the diagnosed fraction is expected to increase from 90.6% in 2020 to 93.8% by 2030. Home-based testing combined with self-testing would have the greatest impact, increasing the fraction diagnosed to 96.5% by 2030, and would be highly cost-effective compared to currently funded HIV interventions, with a cost per life year saved (LYS) of $394. Testing in FSWs and assisted partner notification would be cost-saving; the cost per LYS would also be low in the case of testing MSM ($20/LYS) and self-testing by partners of pregnant women ($130/LYS).
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21
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Khidir H, Psaros C, Greener L, O’Neil K, Mathenjwa M, Mosery FN, Moore L, Harrison A, Bangsberg DR, Smit JA, Safren SA, Matthews LT. Developing a Safer Conception Intervention for Men Living with HIV in South Africa. AIDS Behav 2019; 22:1725-1735. [PMID: 28194587 PMCID: PMC5554741 DOI: 10.1007/s10461-017-1719-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Within sexual partnerships, men make many decisions about sexual behavior, reproductive goals, and HIV prevention. There are increasing calls to involve men in reproductive health and HIV prevention. This paper describes the process of creating and evaluating the acceptability of a safer conception intervention for men living with HIV who want to have children with partners at risk for acquiring HIV in KwaZulu-Natal, South Africa. Based on formative work conducted with men and women living with HIV, their partners, and providers, we developed an intervention based on principles of cognitive-behavioral therapy to support men in the adoption of HIV risk-reduction behaviors such as HIV-serostatus disclosure and uptake of and adherence to antiretroviral therapy. Structured group discussions were used to explore intervention acceptability and feasibility. Our work demonstrates that men are eager for reproductive health services, but face unique barriers to accessing them.
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22
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Matthews LT, Jaggernath M, Kriel Y, Smith PM, O'Neil K, Haberer JE, Hendrix C, Baeten JM, Ware NC, Wirth K, Psaros C, Bangsberg DR, Smit JA. Protocol for a longitudinal study to evaluate the use of tenofovir-based PrEP for safer conception and pregnancy among women in South Africa. BMJ Open 2019; 9:e027227. [PMID: 31350241 PMCID: PMC6661571 DOI: 10.1136/bmjopen-2018-027227] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2018] [Revised: 03/06/2019] [Accepted: 06/12/2019] [Indexed: 01/18/2023] Open
Abstract
INTRODUCTION Women who choose to conceive a baby with a partner living with HIV or a partner whose HIV serostatus is unknown in HIV-endemic settings need prevention strategies to mitigate HIV acquisition during conception and pregnancy. METHODS AND ANALYSIS We are conducting a single-arm longitudinal study offering oral tenofovirdisoproxil fumarate/emtricitabine (TDF/FTC) as pre-exposure prophylaxis (PrEP) for periconception use to 350 HIV-uninfected women in KwaZulu-Natal, South Africa. PrEP is offered as part of woman-centred safer conception programme that promotes couples-based HIV counselling and testing, antiretroviral therapy for partners who are HIV-infected, treatment for sexually transmitted infections and safer conception strategies, such as limiting condomless sex to peak fertility. We enrol HIV-uninfected women who are not currently pregnant, in a stable relationship (≥6 months) with a partner living with HIV or of unknown serostatus, and personal or partner plans for pregnancy in the next 12 months. We follow enrolled women for 12 months. Women who become pregnant are followed through pregnancy outcome, independent of their decisions regarding PrEP use. The primary objective of the study is to evaluate the uptake of and adherence to PrEP during the periconception period and pregnancy. Secondary outcomes include the uptake of other safer conception strategies. We also measure clinical outcomes including HIV seroconversion rates and pregnancy and infant outcomes. Finally, we will explore conduct and evaluate qualitative interviews in 25 participants to further inform our conceptual framework for periconception PrEP uptake and adherence among HIV-exposed women in South Africa. ETHICS AND DISSEMINATION The protocol has been approved by the Human Research Ethics Committee at the University of the Witwatersrand (Johannesburg, South Africa) and the Institutional Review Board of Partners Healthcare (Boston, Massachusetts, USA). Study findings will be made available to interested participants. Results will be presented to local health officials and stakeholders at meetings. Investigators will share the results at meetings and in manuscripts. De-identified quantitative data will be made available. TRIAL REGISTRATION NUMBER The protocol is registered with the South African Health Products Regulatory Agency (SAHPRA, formerly known as the Medicine Controls Council, MCC#20170131) and ClinicalTrials.gov (NCT03194308); Pre-results.
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Affiliation(s)
- Lynn T Matthews
- Department of Medicine, Division of Infectious Diseases, University of Alabama at Birmingham (UAB), Birmingham, Alabama, USA
- Department of Medicine, Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA, USA
| | - Manjeetha Jaggernath
- Department of Gynecology and Obstetrics, Faculty of Health Sciences, MatCH Research Unit, University of Witwatersrand, Durban, South Africa
| | - Yolandie Kriel
- Department of Gynecology and Obstetrics, Faculty of Health Sciences, MatCH Research Unit, University of Witwatersrand, Durban, South Africa
| | - Patricia M Smith
- Department of Medicine, Division of Infectious Diseases, University of Alabama at Birmingham (UAB), Birmingham, Alabama, USA
| | - Kasey O'Neil
- Center for Global Health, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Jessica E Haberer
- Center for Global Health, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Craig Hendrix
- Division of Clinical Pharmacology, Johns Hopkins Medicine, Baltimore, Maryland, USA
| | - Jared M Baeten
- Department of Global Health, University of Washington, Seattle, Washington, USA
| | - Norma C Ware
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - Kathleen Wirth
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Christina Psaros
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA
| | - David R Bangsberg
- Dean's Office, Portland State University School of Public Health, Oregon Health and Science University, Portland, Oregon, USA
| | - Jennifer A Smit
- Department of Gynecology and Obstetrics, Faculty of Health Sciences, MatCH Research Unit, University of Witwatersrand, Durban, South Africa
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Yotebieng M, Brazier E, Addison D, Kimmel AD, Cornell M, Keiser O, Parcesepe AM, Onovo A, Lancaster KE, Castelnuovo B, Murnane PM, Cohen CR, Vreeman RC, Davies M, Duda SN, Yiannoutsos CT, Bono RS, Agler R, Bernard C, Syvertsen JL, Sinayobye JD, Wikramanayake R, Sohn AH, von Groote PM, Wandeler G, Leroy V, Williams CF, Wools‐Kaloustian K, Nash D. Research priorities to inform "Treat All" policy implementation for people living with HIV in sub-Saharan Africa: a consensus statement from the International epidemiology Databases to Evaluate AIDS (IeDEA). J Int AIDS Soc 2019; 22:e25218. [PMID: 30657644 PMCID: PMC6338103 DOI: 10.1002/jia2.25218] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2018] [Accepted: 11/07/2018] [Indexed: 12/14/2022] Open
Abstract
INTRODUCTION "Treat All" - the treatment of all people with HIV, irrespective of disease stage or CD4 cell count - represents a paradigm shift in HIV care that has the potential to end AIDS as a public health threat. With accelerating implementation of Treat All in sub-Saharan Africa (SSA), there is a need for a focused agenda and research to identify and inform strategies for promoting timely uptake of HIV treatment, retention in care, and sustained viral suppression and addressing bottlenecks impeding implementation. METHODS The Delphi approach was used to develop consensus around research priorities for Treat All implementation in SSA. Through an iterative process (June 2017 to March 2018), a set of research priorities was collectively formulated and refined by a technical working group and shared for review, deliberation and prioritization by more than 200 researchers, implementation experts, policy/decision-makers, and HIV community representatives in East, Central, Southern and West Africa. RESULTS AND DISCUSSION The process resulted in a list of nine research priorities for generating evidence to guide Treat All policies, implementation strategies and monitoring efforts. These priorities highlight the need for increased focus on adolescents, men, and those with mental health and substance use disorders - groups that remain underserved in SSA and for whom more effective testing, linkage and care strategies need to be identified. The priorities also reflect consensus on the need to: (1) generate accurate national and sub-national estimates of the size of key populations and describe those who remain underserved along the HIV-care continuum; (2) characterize the timeliness of HIV care and short- and long-term HIV care continuum outcomes, as well as factors influencing timely achievement of these outcomes; (3) estimate the incidence and prevalence of HIV-drug resistance and regimen switching; and (4) identify cost-effective and affordable service delivery models and strategies to optimize uptake and minimize gaps, disparities, and losses along the HIV-care continuum, particularly among underserved populations. CONCLUSIONS Reflecting consensus among a broad group of experts, researchers, policy- and decision-makers, PLWH, and other stakeholders, the resulting research priorities highlight important evidence gaps that are relevant for ministries of health, funders, normative bodies and research networks.
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Affiliation(s)
| | - Ellen Brazier
- Institute for Implementation Science in Population HealthCity University of New YorkNew YorkNYUSA
- Department of Epidemiology and BiostatisticsGraduate School of Public Health and Health PolicyCity University of New YorkNew YorkNYUSA
| | - Diane Addison
- Institute for Implementation Science in Population HealthCity University of New YorkNew YorkNYUSA
- Department of Epidemiology and BiostatisticsGraduate School of Public Health and Health PolicyCity University of New YorkNew YorkNYUSA
| | - April D Kimmel
- Department of Health Behavior and PolicyVirginia Commonwealth University School of MedicineRichmondVAUSA
| | - Morna Cornell
- Centre for Infectious Disease Epidemiology& ResearchSchool of Public Health & Family MedicineUniversity of Cape TownCape TownSouth Africa
| | - Olivia Keiser
- Institute of Global HealthUniversity of GenevaGenevaSwitzerland
| | | | - Amobi Onovo
- University of North Carolina at Chapel HillChapel HillNCUSA
| | | | | | - Pamela M Murnane
- Center for AIDS Prevention StudiesDepartment of MedicineUniversity of California San FranciscoSan FranciscoCAUSA
| | - Craig R Cohen
- Department of Obstetrics, Gynecology & Reproductive SciencesBixby Center for Global Reproductive HealthUniversity of California San FranciscoSan FranciscoCAUSA
| | - Rachel C Vreeman
- Department of PediatricsIndiana University School of MedicineIndianapolisINUSA
| | - Mary‐Ann Davies
- School of Public Health and Family MedicineFaculty of Health SciencesUniversity of Cape TownCape TownSouth Africa
| | | | | | - Rose S Bono
- Department of Health Behavior and PolicyVirginia Commonwealth University School of MedicineRichmondVAUSA
| | | | - Charlotte Bernard
- InsermCentre INSERM U1219‐Epidémiologie‐BiostatistiqueSchool of Public Health (ISPED)University of BordeauxBordeauxFrance
| | | | | | - Radhika Wikramanayake
- Institute for Implementation Science in Population HealthCity University of New YorkNew YorkNYUSA
- Department of Epidemiology and BiostatisticsGraduate School of Public Health and Health PolicyCity University of New YorkNew YorkNYUSA
| | - Annette H Sohn
- TREAT AsiaamfAR – The Foundation for AIDS ResearchBangkokThailand
| | - Per M von Groote
- Institute of Social and Preventive Medicine (ISPM)University of BernBernSwitzerland
| | - Gilles Wandeler
- Institute of Social and Preventive Medicine (ISPM)University of BernBernSwitzerland
| | - Valeriane Leroy
- Inserm (French Institute of Health and Medical Research)UMR 1027 Université Toulouse 3ToulouseFrance
| | - Carolyn F Williams
- Epidemiology BranchDivision of AIDS at National Institute of Allergy and Infectious Diseases (NIAID)National Institute of Health (NIH)RockvilleMDUSA
| | | | - Denis Nash
- Institute for Implementation Science in Population HealthCity University of New YorkNew YorkNYUSA
- Department of Epidemiology and BiostatisticsGraduate School of Public Health and Health PolicyCity University of New YorkNew YorkNYUSA
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Chihana ML, Huerga H, Van Cutsem G, Ellman T, Wanjala S, Masiku C, Szumilin E, Etard JF, Davies MA, Maman D. Impact of "test and treat" recommendations on eligibility for antiretroviral treatment: Cross sectional population survey data from three high HIV prevalence countries. PLoS One 2018; 13:e0207656. [PMID: 30475865 PMCID: PMC6261019 DOI: 10.1371/journal.pone.0207656] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Accepted: 11/05/2018] [Indexed: 12/02/2022] Open
Abstract
Background Latest WHO guidelines recommend starting HIV-positive individuals on antiretroviral therapy treatment (ART) regardless of CD4 count. We assessed additional impact of adopting new WHO guidelines. Methods We used data of individuals aged 15–59 years from three HIV population surveys conducted in 2012 (Kenya) and 2013 (Malawi and South Africa). Individuals were interviewed at home followed by rapid HIV and CD4 testing if tested HIV-positive. HIV-positive individuals were classified as “eligible for ART” if (i) had ever been initiated on ART or (ii) were not yet on ART but met the criteria for starting ART based on country’s guidelines at the time of the survey (Kenya–CD4< = 350 cells/μl and WHO Stage 3 or 4 disease, Malawi as for Kenya plus lifelong ART for all pregnant and breastfeeding women, South Africa as for Kenya plus ART for pregnant and breastfeeding women until cessation of breastfeeding). Findings Of 18,991 individuals who tested, 4,113 (21.7%) were HIV-positive. Using country’s ART eligibility guidelines at the time of the survey, the proportion of HIV-infected individuals eligible for ART was 60.0% (95% CI: 57.2–62.7) (Kenya), 73.4% (70.8–75.8) (South Africa) and 80.1% (77.3–82.6) (Malawi). Applying WHO 2013 guidelines (eligibility at CD4< = 500 and Option B+ for pregnant and breastfeeding women), the proportions eligible were 82.0% (79.8–84.1) (Kenya), 83.7% (81.5–85.6) (South Africa) and 87.6% (85.0–89.8) (Malawi). Adopting “test and treat” would mean a further 18.0% HIV-positive individuals (Kenya), 16.3% (South Africa) and 12.4% (Malawi) would become eligible. In all countries, about 20% of adolescents (aged 15–19 years), became eligible for ART moving from WHO 2013 to “test and treat” while no differences by sex were observed. Conclusion Countries that have already implemented 2013 WHO recommendations, the burden of implementing “test and treat” would be small. Youth friendly programmes to help adolescents access and adhere to treatment will be needed.
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Affiliation(s)
- Menard Laurent Chihana
- Centre for Infectious Diseases and Epidemiology, University of Cape Town, Cape Town, South Africa
- Epicentre, Cape Town, South Africa
- * E-mail:
| | | | - Gilles Van Cutsem
- Centre for Infectious Diseases and Epidemiology, University of Cape Town, Cape Town, South Africa
- Southern Africa Medical Unit, Médecins Sans Frontières, Cape Town, South Africa
| | - Tom Ellman
- Southern Africa Medical Unit, Médecins Sans Frontières, Cape Town, South Africa
| | | | | | | | - Jean Francois Etard
- Epicentre, Paris, France
- IRD UMI 233, INSERM U1175, Montpellier University, TransVIHMI, Montpellier, France
| | - Mary-Ann Davies
- Centre for Infectious Diseases and Epidemiology, University of Cape Town, Cape Town, South Africa
| | - David Maman
- Centre for Infectious Diseases and Epidemiology, University of Cape Town, Cape Town, South Africa
- Epicentre, Cape Town, South Africa
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Grebe E, Welte A, Johnson LF, van Cutsem G, Puren A, Ellman T, Etard JF, Huerga H. Population-level HIV incidence estimates using a combination of synthetic cohort and recency biomarker approaches in KwaZulu-Natal, South Africa. PLoS One 2018; 13:e0203638. [PMID: 30212513 PMCID: PMC6136757 DOI: 10.1371/journal.pone.0203638] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Accepted: 08/26/2018] [Indexed: 11/30/2022] Open
Abstract
Introduction There is a notable absence of consensus on how to generate estimates of population-level incidence. Incidence is a considerably more sensitive indicator of epidemiological trends than prevalence, but is harder to estimate. We used a novel hybrid method to estimate HIV incidence by age and sex in a rural district of KwaZulu-Natal, South Africa. Methods Our novel method uses an ‘optimal weighting’ of estimates based on an implementation of a particular ‘synthetic cohort’ approach (interpreting the age/time structure of prevalence, in conjunction with estimates of excess mortality) and biomarkers of ‘recent infection’ (combining Lag-Avidity, Bio-Rad Avidity and viral load results to define recent infection, and adapting the method for age-specific incidence estimation). Data were obtained from a population-based cross-sectional HIV survey conducted in Mbongolwane and Eshowe health service areas in 2013. Results Using the combined method, we find that age-specific HIV incidence in females rose rapidly during adolescence, from 1.33 cases/100 person-years (95% CI: 0.98,1.67) at age 15 to a peak of 5.01/100PY (4.14,5.87) at age 23. In males, incidence was lower, 0.34/100PY (0.00-0.74) at age 15, and rose later, peaking at 3.86/100PY (2.52-5.20) at age 30. Susceptible population-weighted average incidence in females aged 15-29 was estimated at 3.84/100PY (3.36-4.40), in males aged 15-29 at 1.28/100PY (0.68-1.50) and in all individuals aged 15-29 at 2.55/100PY (2.09-2.76). Using the conventional recency biomarker approach, we estimated HIV incidence among females aged 15-29 at 2.99/100PY (1.79-4.36), among males aged 15-29 at 0.87/100PY (0.22-1.60) and among all individuals aged 15-59 at 1.66/100PY (1.13-2.27). Discussion HIV incidence was very high in women aged 15-30, peaking in the early 20s. Men had lower incidence, which peaked at age 30. The estimates obtained from the hybrid method are more informative than those produced by conventional analysis of biomarker data, and represents a more optimal use of available data than either the age-continuous biomarker or synthetic cohort methods alone. The method is mainly useful at younger ages, where excess mortality is low and uncertainty in the synthetic cohort estimates is reasonably small. Conclusion Application of this method to large-scale population-based HIV prevalence surveys is likely to result in improved incidence surveillance over methods currently in wide use. Reasonably accurate and precise age-specific estimates of incidence are important to target better prevention, diagnosis and care strategies.
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Affiliation(s)
- Eduard Grebe
- DST-NRF Centre of Excellence in Epidemiological Modelling and Analysis (SACEMA), Stellenbosch University, Stellenbosch, South Africa
- * E-mail:
| | - Alex Welte
- DST-NRF Centre of Excellence in Epidemiological Modelling and Analysis (SACEMA), Stellenbosch University, Stellenbosch, South Africa
| | - Leigh F. Johnson
- Centre for Infectious Diseases Epidemiology and Research (CIDER), University of Cape Town, Cape Town, South Africa
| | - Gilles van Cutsem
- Centre for Infectious Diseases Epidemiology and Research (CIDER), University of Cape Town, Cape Town, South Africa
- Médecins Sans Frontières, Cape Town, South Africa
| | - Adrian Puren
- National Institute for Communicable Diseases (NICD), National Health Laboratory Service, Johannesburg, South Africa
| | - Tom Ellman
- Médecins Sans Frontières, Cape Town, South Africa
| | - Jean-François Etard
- TransVIHMI, Institut de Recherche pour le Développement (IRD), Institut National de la Santé et de la Recherche Médicale (INSERM), Montpellier University, Montpellier, France
- Epicentre, Paris, France
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Kufa T, Maseko VD, Nhlapo D, Radebe F, Puren A, Kularatne RS. Knowledge of HIV status and antiretroviral therapy use among sexually transmitted infections service attendees and the case for improving the integration of services in South Africa: A cross sectional study. Medicine (Baltimore) 2018; 97:e12575. [PMID: 30278565 PMCID: PMC6181585 DOI: 10.1097/md.0000000000012575] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
We describe knowledge of human immunodeficiency virus (HIV) status, correct report of HIV status and antiretroviral therapy (ART) use among sexually transmitted infection (STI) service attendees in South Africa.An anonymous questionnaire was administered and serological HIV testing done. Proportions of attendees reporting knowledge of HIV status and HIV status consistent with laboratory results and ART use (among HIV positives) were determined as were factors associated with knowledge and inconsistent report of HIV status.Of 1054 attendees, 288 (27.3%) were HIV positive and 830 (78.8%) self-reported knowledge of HIV status. Not knowing one's HIV status was associated with male gender [adjusted Odds Ratio (aOR) 2.66 (95% confidence interval (CI) 1.70-4.18] medical circumcision [aOR 0.48 (95% CI 0.24-0.95)] and site [Gauteng Province (GP)-aOR 6.20 (95% CI 3.51-10.95), Eastern Cape (EC)-aOR 17.29 (95% CI 10.08- 29.66) versus Free State (FS)/Western Cape (WC) sites]. Of 219 HIV positive attendees with knowledge of HIV status, 136 (62.1%) self-reported being HIV positive, of whom 80 (58.8%) reported taking ARVs in the preceding 3 days. Inconsistent report of status was associated with males [aOR 2.26 (95%CI 1.05-4.87)], prior STI treatment [aOR 0.33 (95% CI 0.16-0.69)], recent HIV testing (6months) [aOR 3.20 (95% CI 1.62-6.36)] and site [GP-aOR 6.89 (95% 3.21-14.82), EC-aOR 5.08 (95% CI 2.15-11.64) versus FS/WC sites]. Knowledge of HIV status was lower than targeted. HIV testing and linkage to care services are essential in STI-related care and validation of self-reported indicators in this population maybe necessary.
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Affiliation(s)
- Tendesayi Kufa
- Centre for HIV and STIs, National Institute for Communicable Diseases
- The School of Public Health
| | - Venessa D. Maseko
- Centre for HIV and STIs, National Institute for Communicable Diseases
| | - Duduzile Nhlapo
- Centre for HIV and STIs, National Institute for Communicable Diseases
| | - Frans Radebe
- Centre for HIV and STIs, National Institute for Communicable Diseases
| | - Adrian Puren
- Centre for HIV and STIs, National Institute for Communicable Diseases
- Division of Virology, School of Pathology
| | - Ranmini S. Kularatne
- Centre for HIV and STIs, National Institute for Communicable Diseases
- Department of Clinical Microbiology and Infectious Diseases, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
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Kharsany ABM, Cawood C, Khanyile D, Lewis L, Grobler A, Puren A, Govender K, George G, Beckett S, Samsunder N, Madurai S, Toledo C, Chipeta Z, Glenshaw M, Hersey S, Abdool Karim Q. Community-based HIV prevalence in KwaZulu-Natal, South Africa: results of a cross-sectional household survey. Lancet HIV 2018; 5:e427-e437. [PMID: 30021700 PMCID: PMC7498647 DOI: 10.1016/s2352-3018(18)30104-8] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Revised: 04/28/2018] [Accepted: 05/11/2018] [Indexed: 12/20/2022]
Abstract
BACKGROUND In high HIV burden settings, maximising the coverage of prevention strategies is crucial to achieving epidemic control. However, little is known about the reach and effect of these strategies in some communities. METHODS We did a cross-sectional community survey in the adjacent Greater Edendale and Vulindlela areas in the uMgungundlovu district, KwaZulu-Natal, South Africa. Using a multistage cluster sampling method, we randomly selected enumeration areas, households, and individuals. One household member (aged 15-49 years) selected at random was invited for survey participation. After obtaining consent, questionnaires were administered to obtain sociodemographic, psychosocial, and behavioural information, and exposure to HIV prevention and treatment programmes. Clinical samples were collected for laboratory measurements. Statistical analyses were done accounting for multilevel sampling and weighted to represent the population. A multivariable logistic regression model assessed factors associated with HIV infection. FINDINGS Between June 11, 2014, and June 22, 2015, we enrolled 9812 individuals. The population-weighted HIV prevalence was 36·3% (95% CI 34·8-37·8, 3969 of 9812); 44·1% (42·3-45·9, 2955 of 6265) in women and 28·0% (25·9-30·1, 1014 of 3547) in men (p<0·0001). HIV prevalence in women aged 15-24 years was 22·3% (20·2-24·4, 567 of 2224) compared with 7·6% (6·0-9·3, 124 of 1472; p<0·0001) in men of the same age. Prevalence peaked at 66·4% (61·7-71·2, 517 of 760) in women aged 35-39 years and 59·6% (53·0-66·3, 183 of 320) in men aged 40-44 years. Consistent condom use in the last 12 months was 26·5% (24·1-28·8, 593 of 2356) in men and 22·7% (20·9-24·4, 994 of 4350) in women (p=0·0033); 35·7% (33·4-37·9, 1695 of 5447) of women's male partners and 31·9% (29·5-34·3, 1102 of 3547) of men were medically circumcised (p<0·0001), and 45·6% (42·9-48·2, 1251 of 2955) of women and 36·7% (32·3-41·2, 341 of 1014) of men reported antiretroviral therapy (ART) use (p=0·0003). HIV viral suppression was achieved in 54·8% (52·0-57·5, 1574 of 2955) of women and 41·9% (37·1-46·7, 401 of 1014) of men (p<0·0001), and 87·2% (84·6-89·8, 1086 of 1251) of women and 83·9% (78·5-89·3, 284 of 341; p=0·3670) of men on ART. Age, incomplete secondary schooling, being single, having more than one lifetime sex partner (women), sexually transmitted infections, and not being medically circumcised were associated with HIV-positive status. INTERPRETATION The HIV burden in specific age groups, the suboptimal differential coverage, and uptake of HIV prevention strategies justifies a location-based approach to surveillance with finer disaggregation by age and sex. Intensified and customised approaches to seek, identify, and link individuals to HIV services are crucial to achieving epidemic control in this community. FUNDING The President's Emergency Plan for AIDS Relief through the Centers for Disease Control and Prevention.
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Affiliation(s)
- Ayesha B M Kharsany
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa.
| | - Cherie Cawood
- Epicentre AIDs Risk Management (Pty) Limited, Cape Town, South Africa
| | - David Khanyile
- Epicentre AIDs Risk Management (Pty) Limited, Cape Town, South Africa
| | - Lara Lewis
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa
| | - Anneke Grobler
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa
| | - Adrian Puren
- Centre for HIV and STIs, National Institute for Communicable Diseases, National Health Laboratory Service (NICD/NHLS), Johannesburg, South Africa
| | - Kaymarlin Govender
- Health Economics and HIV and AIDS Research Division (HEARD), University of KwaZulu-Natal, Durban, South Africa
| | - Gavin George
- Health Economics and HIV and AIDS Research Division (HEARD), University of KwaZulu-Natal, Durban, South Africa
| | - Sean Beckett
- Health Economics and HIV and AIDS Research Division (HEARD), University of KwaZulu-Natal, Durban, South Africa
| | - Natasha Samsunder
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa
| | | | - Carlos Toledo
- Centers for Disease Control and Prevention (CDC), Atlanta, GA, USA
| | - Zawadi Chipeta
- Centers for Disease Control and Prevention (CDC), Pretoria, South Africa; BroadReach, Cape Town, South Africa
| | - Mary Glenshaw
- Centers for Disease Control and Prevention (CDC), Pretoria, South Africa
| | - Sara Hersey
- Centers for Disease Control and Prevention (CDC), Pretoria, South Africa; Centers for Disease Control and Prevention (CDC), Freetown, Sierra Leone
| | - Quarraisha Abdool Karim
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), University of KwaZulu-Natal, Durban, South Africa; Department of Epidemiology, Columbia University, New York, NY, USA
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Age bias in survey sampling and implications for estimating HIV prevalence in men who have sex with men: insights from mathematical modelling. Epidemiol Infect 2018; 146:1036-1042. [PMID: 29708084 DOI: 10.1017/s0950268818000961] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
Respondent-driven sampling (RDS) is widely used to estimate HIV prevalence in men who have sex with men (MSM). Mathematical models that are calibrated to these data may be compromised if they fail to account for selection biases in RDS surveys. To quantify the potential extent of this bias, an agent-based model of HIV in South Africa was calibrated to HIV prevalence and sexual behaviour data from South African studies of MSM, first reweighting the modelled MSM population to match the younger age profile of the RDS surveys (age-adjusted analysis) and then without reweighting (unadjusted analysis). The model estimated a median HIV prevalence in South African MSM in 2015 of 34.6% (inter-quartile range (IQR): 31.4-37.2%) in the age-adjusted analysis, compared with 26.1% (IQR: 24.1-28.4%) in the unadjusted analysis. The median lifetime risk of acquiring HIV in exclusively homosexual men was 88% (IQR: 82-92%) in the age-adjusted analysis, compared with 76% (IQR: 64-85%) in the unadjusted analysis. These results suggest that RDS studies may under-estimate the exceptionally high HIV prevalence rates in South African MSM because of over-sampling of younger MSM. Mathematical models that are calibrated to these data need to control for likely over-sampling of younger MSM.
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Haffejee F, Maughan-Brown B, Buthelezi T, Kharsany ABM. Perceived HIV-related stigma among university students in South Africa: implications for HIV testing. AJAR-AFRICAN JOURNAL OF AIDS RESEARCH 2018; 17:109-118. [PMID: 29669456 DOI: 10.2989/16085906.2018.1439512] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
HIV-related stigma, and particularly perceived stigma, has a negative impact across the HIV care continuum. This study adds to our understanding of stigma by assessing how perceived stigma varies from one context to another and how such differences are associated with the location where individuals would prefer an HIV test. We used self-administered questionnaire data (n = 378) obtained from a convenience sample of students (18 years and older) attending a tertiary education institution in Durban, South Africa. Perceived stigma in the university environment was compared to perceived stigma in the home community environment. Multiple logistic regression analysis tested whether a higher level of perceived stigma in one setting was associated with a preference for HIV testing in the other setting. While levels of symbolic stigma and discrimination were low, a large proportion of the sample perceived that people living with HIV experience some form of stigmatisation in the home community and university environments (47% vs 41%, p = 0.09). A total of 31% reported less perceived stigma in the university environment. Students who perceived less stigma in the university environment were significantly more likely to report a preference for HIV testing at the university clinic rather than at a clinic in their community (aOR: 2.03; p < 0.01). Perceptions common across settings that people living with HIV experience stigmatisation are of great concern, especially for efforts to increase demand for HIV testing among young people. Results suggest that HIV-testing services in environments perceived to be less stigmatising than home communities could provide preferred alternatives for HIV testing.
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Affiliation(s)
- Firoza Haffejee
- a Department of Basic Medical Sciences, Faculty of Health Sciences , Durban University of Technology , Durban , South Africa
| | - Brendan Maughan-Brown
- b Southern Africa Labour and Development Research Unit , University of Cape Town , Cape Town , South Africa
| | - Thulasizwe Buthelezi
- a Department of Basic Medical Sciences, Faculty of Health Sciences , Durban University of Technology , Durban , South Africa
| | - Ayesha B M Kharsany
- c Centre for the AIDS Programme of Research in South Africa (CAPRISA), Nelson R Mandela School of Medicine, University of KwaZulu-Natal , Durban , South Africa
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Fuente‐Soro L, Lopez‐Varela E, Augusto O, Sacoor C, Nhacolo A, Honwana N, Karajeanes E, Vaz P, Naniche D. Monitoring progress towards the first UNAIDS target: understanding the impact of people living with HIV who re-test during HIV-testing campaigns in rural Mozambique. J Int AIDS Soc 2018; 21:e25095. [PMID: 29652098 PMCID: PMC5898226 DOI: 10.1002/jia2.25095] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2017] [Accepted: 02/20/2018] [Indexed: 12/24/2022] Open
Abstract
INTRODUCTION Awareness of HIV-infection goes beyond diagnosis, and encompasses understanding, acceptance, disclosure and initiation of the HIV-care. We aimed to characterize the HIV-positive population that underwent repeat HIV-testing without disclosing their serostatus and the impact on estimates of the first UNAIDS 90 target. METHODS This analysis was nested in a prospective cohort established in southern Mozambique which conducted three HIV-testing modalities: voluntary counselling and testing (VCT), provider-initiated counselling and testing (PICT) and home-based testing (HBT). Participants were given the opportunity to self-report their status to lay counsellors and HIV-positive diagnoses were verified for previous enrolment in care. This study included 1955 individuals diagnosed with HIV through VCT/PICT and 11,746 participants of a HBT campaign. Those who did not report their serostatus prior to testing, and were found to have a previous HIV-diagnosis, were defined as non-disclosures. Venue-stratified descriptive analyses were performed and factors associated with non-disclosure were estimated through log-binomial regression. RESULTS In the first round of 2500 adults randomized for HBT, 1725 were eligible for testing and 18.7% self-reported their HIV-positivity. Of those tested with a positive result, 38.9% were found to be non-disclosures. Similar prevalence of non-disclosures was found in clinical-testing modalities, 29.4% (95% CI 26.7 to 32.3) for PICT strategy and 13.0% (95% CI 10.9 to 15.3) for VCT. Prior history of missed visits (adjusted prevalence ratio (APR) 4.2, 95% CI 2.6 to 6.8), younger age (APR 2.5, 95% CI 1.4 to 4.4) and no prior history of treatment ((APR) 1.4, 95% CI 1.0 to 2.1) were significantly associated with non-disclosure as compared to patients who self-reported. When considering non-disclosures as people living with HIV (PLWHIV) aware of their HIV-status, the proportion of PLWHIV aware increased from 78.3% (95% CI 74.2 to 81.6) to 86.8% (95% CI 83.4 to 89.6). CONCLUSION More than one-third of individuals testing HIV-positive did not disclose their previous positive HIV-diagnosis to counsellors. This proportion varied according to testing modality and age. In the absence of an efficient and non-anonymous tracking system for HIV-testers, repeat testing of non-disclosures leads to wasted resources and may distort programmatic indicators. Developing interventions that ensure appropriate psychosocial support are needed to encourage this population to disclose their status and optimize scarce resources.
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Affiliation(s)
- Laura Fuente‐Soro
- Centro de Investigação em Saúde de Manhiça (CISM)MaputoMozambique
- ISGlobalBarcelona Institute for Global HealthHospital Clínic ‐ Universitat de BarcelonaBarcelonaSpain
| | - Elisa Lopez‐Varela
- Centro de Investigação em Saúde de Manhiça (CISM)MaputoMozambique
- ISGlobalBarcelona Institute for Global HealthHospital Clínic ‐ Universitat de BarcelonaBarcelonaSpain
| | - Orvalho Augusto
- Centro de Investigação em Saúde de Manhiça (CISM)MaputoMozambique
| | - Charfudin Sacoor
- Centro de Investigação em Saúde de Manhiça (CISM)MaputoMozambique
| | - Ariel Nhacolo
- Centro de Investigação em Saúde de Manhiça (CISM)MaputoMozambique
| | - Nely Honwana
- Centre for Disease Control and Prevention (CDC)MaputoMozambique
| | | | - Paula Vaz
- Fundação Ariel Glaser Contra o SIDA PediátricoMaputoMozambique
| | - Denise Naniche
- Centro de Investigação em Saúde de Manhiça (CISM)MaputoMozambique
- ISGlobalBarcelona Institute for Global HealthHospital Clínic ‐ Universitat de BarcelonaBarcelonaSpain
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Novitsky V, Prague M, Moyo S, Gaolathe T, Mmalane M, Yankinda EK, Chakalisa U, Lebelonyane R, Khan N, Powis KM, Widenfelt E, Gaseitsiwe S, Dryden-Peterson SL, Holme MP, De Gruttola V, Bachanas P, Makhema J, Lockman S, Essex M. High HIV-1 RNA Among Newly Diagnosed People in Botswana. AIDS Res Hum Retroviruses 2018; 34:300-306. [PMID: 29214845 DOI: 10.1089/aid.2017.0214] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
HIV-1 RNA level is strongly associated with HIV transmission risk. We sought to determine whether HIV-1 RNA level was associated with prior knowledge of HIV status among treatment-naive HIV-infected individuals in Botswana, a country with high rates of antiretroviral treatment (ART) coverage. This information may be helpful in targeting HIV diagnosis and treatment efforts in similar high HIV prevalence settings in a population-based survey. HIV-infected individuals were identified during a household survey performed in 30 communities across Botswana. ART-naive persons with detectable HIV-1 RNA (>400 copies/mL) were divided into two groups, newly diagnosed and individuals tested in the past who knew about their HIV infection at the time of household visit, but had not taken ART. Levels of HIV-1 RNA were compared between groups, overall and by age and gender. Among 815 HIV-infected ART-naive persons with detectable virus, newly diagnosed individuals had higher levels of HIV-1 RNA (n = 490, median HIV-1 RNA 4.35, interquartile range (IQR) 3.79-4.91 log10 copies/mL) than those who knew about their HIV-positive status (n = 325, median HIV-1 RNA 4.10, IQR 3.55-4.68 log10 copies/mL; p values <.001, but p value = .011 after adjusting for age and gender). A nonsignificant trend for higher HIV-1 RNA was found among newly diagnosed men 30 years of age or older (median HIV-1 RNA 4.58, IQR 4.07-5.02 log10 copies/mL vs. 4.17, 3.61-4.71 log10 copies/mL). Newly diagnosed individuals have elevated levels of HIV-1 RNA. This study highlights the need for early diagnosis and treatment of HIV infection for purposes of HIV epidemic control, even in a setting with high ART coverage.
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Affiliation(s)
- Vladimir Novitsky
- 1 Botswana Harvard AIDS Institute , Gaborone, Botswana
- 2 Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health , Boston, Massachusetts
| | - Melanie Prague
- 3 Department of Biostatistics, Harvard T.H. Chan School of Public Health , Boston, Massachusetts
- 4 Inria, Inserm U1219, Statistics In System Biology and Translational Medicine-SISTM, University of Bordeaux, Talence, France
| | - Sikhulile Moyo
- 1 Botswana Harvard AIDS Institute , Gaborone, Botswana
- 5 Division of Medical Virology, Faculty of Medicine and Health Sciences, University of Stellenbosch , Tygerberg, South Africa
| | | | | | | | | | | | - Nealia Khan
- 2 Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health , Boston, Massachusetts
| | - Kathleen M Powis
- 1 Botswana Harvard AIDS Institute , Gaborone, Botswana
- 2 Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health , Boston, Massachusetts
- 7 Departments of Medicine and Pediatrics, Massachusetts General Hospital , Boston, Massachusetts
| | - Erik Widenfelt
- 1 Botswana Harvard AIDS Institute , Gaborone, Botswana
- 2 Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health , Boston, Massachusetts
| | - Simani Gaseitsiwe
- 1 Botswana Harvard AIDS Institute , Gaborone, Botswana
- 2 Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health , Boston, Massachusetts
| | - Scott L Dryden-Peterson
- 1 Botswana Harvard AIDS Institute , Gaborone, Botswana
- 2 Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health , Boston, Massachusetts
- 8 Division of Infectious Diseases, Department of Medicine, Brigham and Women's Hospital , Boston, Massachusetts
| | - Molly Pretorius Holme
- 1 Botswana Harvard AIDS Institute , Gaborone, Botswana
- 2 Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health , Boston, Massachusetts
| | - Victor De Gruttola
- 3 Department of Biostatistics, Harvard T.H. Chan School of Public Health , Boston, Massachusetts
| | - Pam Bachanas
- 9 Division of Global HIV and TB, Centers for Disease Control and Prevention , Atlanta, Georgia
| | - Joseph Makhema
- 1 Botswana Harvard AIDS Institute , Gaborone, Botswana
- 2 Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health , Boston, Massachusetts
| | - Shahin Lockman
- 1 Botswana Harvard AIDS Institute , Gaborone, Botswana
- 2 Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health , Boston, Massachusetts
- 8 Division of Infectious Diseases, Department of Medicine, Brigham and Women's Hospital , Boston, Massachusetts
| | - M Essex
- 1 Botswana Harvard AIDS Institute , Gaborone, Botswana
- 2 Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health , Boston, Massachusetts
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Higher risk sexual behaviour is associated with unawareness of HIV-positivity and lack of viral suppression - implications for Treatment as Prevention. Sci Rep 2017; 7:16117. [PMID: 29170407 PMCID: PMC5700952 DOI: 10.1038/s41598-017-16382-6] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Accepted: 11/13/2017] [Indexed: 11/08/2022] Open
Abstract
Efficacy of Treatment as Prevention Strategy depends on a variety of factors including individuals’ likelihood to test and initiate treatment, viral load and sexual behaviour. We tested the hypothesis that people with higher risk sexual behaviour are less likely to know their HIV-positive status and be virologically suppressed. A cross-sectional population-based survey of individuals aged 15–59 years old was conducted in 2013 in KwaZulu-Natal, South Africa. A two-stage cluster probability sampling was used. After adjustment for age and sex, lack of awareness of HIV-positivity was strongly associated with having more than one sexual partner in the preceding year (aOR: 2.1, 95%CI: 1.5–3.1). Inconsistent condom use was more common in individuals with more than one sexual partner (aOR: 16.6, 95%CI: 7.6–36.7) and those unaware (aOR: 3.7, 95%CI: 2.6–5.4). Among people aware of their HIV-positivity, higher risk sexual behaviour was associated with lack of viral suppression (aOR: 2.2, 95%CI: 1.1–4.5). Risky sexual behaviour seems associated with factors linked to poor health-seeking behaviour which may have negative implications for HIV testing and Treatment as Prevention. Innovative strategies, driven by improved epidemiological and anthropological understanding, are needed to enable comprehensive approaches to HIV prevention.
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Katirayi L, Chadambuka A, Muchedzi A, Ahimbisibwe A, Musarandega R, Woelk G, Tylleskar T, Moland KM. Echoes of old HIV paradigms: reassessing the problem of engaging men in HIV testing and treatment through women's perspectives. Reprod Health 2017; 14:124. [PMID: 28982365 PMCID: PMC5629810 DOI: 10.1186/s12978-017-0387-1] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Accepted: 09/20/2017] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND With the introduction of 2016 World Health Organization guidelines recommending universal antiretroviral therapy (ART), there has been increased recognition of the lack of men engaging in HIV testing and treatment. Studies in sub-Saharan Africa indicate there have been challenges engaging men in HIV testing and HIV-positive men into treatment. METHODS This qualitative study explored women's perspective of their male partner's attitudes towards HIV and ART and how it shapes woman's experience with ART. Data were collected through in-depth interviews and focus group discussions with HIV-positive pregnant and postpartum women on Option B+ and health care workers in Malawi and Zimbabwe. In Malawi, 19 in-depth interviews and 12 focus group discussions were conducted from September-December 2013. In Zimbabwe, 15 in-depth interviews and 21 focus-group discussions were conducted from July 2014-March 2014. RESULTS The findings highlighted that many men discourage their partners from initiating or adhering to ART. One of the main findings indicated that despite the many advancements in HIV care and ART regimens, there are still many lingering negative beliefs about HIV and ART from the earlier days of the epidemic. In addition to existing theories explaining men's resistance to/absence in HIV testing and treatment as a threat to their masculinity or because of female-focused health facilities, this paper argues that men's aversion to HIV may be a result of old beliefs about HIV and ART which have not been addressed. CONCLUSIONS Due to lack of accurate and up to date information about HIV and ART, many men discourage their female partners from initiating and adhering to ART. The effect of lingering and outdated beliefs about HIV and ART needs to be addressed through strengthened communication about developments in HIV care and treatment. Universal ART offers a unique opportunity to curb the epidemic, but successful implementation of these new guidelines is dependent on ART initiation and adherence by both women and men. Strengthening men's understanding about HIV and ART will greatly enhance women's ability to initiate and adhere to ART and improve men's health.
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Affiliation(s)
- Leila Katirayi
- Elizabeth Glaser Pediatric AIDS Foundation, 1140 Ave NW, Suite 200, Washington, D.C, CT 20036 USA
| | | | | | | | | | - Godfrey Woelk
- Elizabeth Glaser Pediatric AIDS Foundation, 1140 Ave NW, Suite 200, Washington, D.C, CT 20036 USA
| | - Thorkild Tylleskar
- Center for International Health/CISMAC (Centre for Intervention Science in Maternal and Child Health), University of Bergen, Bergen, Norway
| | - Karen Marie Moland
- Center for International Health/CISMAC (Centre for Intervention Science in Maternal and Child Health), University of Bergen, Bergen, Norway
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Huerga H, Shiferie F, Grebe E, Giuliani R, Farhat JB, Van-Cutsem G, Cohen K. A comparison of self-report and antiretroviral detection to inform estimates of antiretroviral therapy coverage, viral load suppression and HIV incidence in Kwazulu-Natal, South Africa. BMC Infect Dis 2017; 17:653. [PMID: 28969607 PMCID: PMC5623964 DOI: 10.1186/s12879-017-2740-y] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Accepted: 09/14/2017] [Indexed: 11/10/2022] Open
Abstract
Background Accurately identifying individuals who are on antiretroviral therapy (ART) is important to determine ART coverage and proportion on ART who are virally suppressed. ART is also included in recent infection testing algorithms used to estimate incidence. We compared estimates of ART coverage, viral load suppression rates and HIV incidence using ART self-report and detection of antiretroviral (ARV) drugs and we identified factors associated with discordance between the methods. Methods Cross-sectional population-based survey in KwaZulu-Natal, South Africa. Individuals 15–59 years were eligible. Interviews included questions about ARV use. Rapid HIV testing was performed at the participants’ home. Blood specimens were collected for ARV detection, LAg-Avidity HIV incidence testing and viral load quantification in HIV-positive individuals. Multivariate logistic regression models were used to identify socio-demographic covariates associated with discordance between self-reported ART and ARV detection. Results Of the 5649 individuals surveyed, 1423 were HIV-positive. Median age was 34 years and 76.3% were women. ART coverage was estimated at 51.4% (95%CI:48.5–54.3), 53.1% (95%CI:50.2–55.9) and 56.1% (95%CI:53.5–58.8) using self-reported ART, ARV detection and both methods combined (classified as ART exposed if ARV detected and/or ART reported) respectively. ART coverage estimates using the 3 methods were fairly similar within sex and age categories except in individuals aged 15–19 years: 33.3% (95%CI:23.3–45.2), 33.8% (95%CI:23.9–45.4%) and 44.3% (95%CI:39.3–46.7) using self-reported ART, ARV detection and both methods combined. Viral suppression below 1000cp/mL in individuals on ART was estimated at 89.8% (95%CI:87.3–91.9), 93.1% (95%CI:91.0–94.8) and 88.7% (95%CI:86.2–90.7) using self-reported ART, ARV detection and both methods combined respectively. HIV incidence was estimated at 1.4 (95%CI:0.8–2.0) new cases/100 person-years when employing no measure of ARV use, 1.1/100PY (95%CI:0.6–1.7) using self-reported ART, and 1.2/100PY (95%CI:0.7–1.7) using ARV detection. In multivariate analyses, individuals aged 15–19 years had a higher risk of discordance on measures of ARV exposure (aOR:9.4; 95%CI:3.9–22.8), while migrants had a lower risk (aOR:0.3; 95%CI:0.1–0.6). Conclusions In KwaZulu-Natal, the method of identifying ARV use had little impact on estimates of ART coverage, viral suppression rate and HIV incidence. However, discordant results were more common in younger individuals. This may skew estimates of ART coverage and viral suppression, particularly in adolescent surveys. Electronic supplementary material The online version of this article (10.1186/s12879-017-2740-y) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | | | - Eduard Grebe
- South African DST-NRF Centre of Excellence in Epidemiological Modelling and Analysis (SACEMA), Stellenbosch University, Stellenbosch, South Africa
| | - Ruggero Giuliani
- Medical Department, Médecins Sans Frontières, Cape Town, South Africa
| | | | - Gilles Van-Cutsem
- Medical Department, Médecins Sans Frontières, Cape Town, South Africa.,Centre for Infectious Disease Epidemiology and Research, University of Cape Town, Cape Town, South Africa
| | - Karen Cohen
- Division of Clinical Pharmacology, University of Cape Town, Cape Town, South Africa
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Johnson LF, Dorrington RE, Moolla H. Progress towards the 2020 targets for HIV diagnosis and antiretroviral treatment in South Africa. South Afr J HIV Med 2017; 18:694. [PMID: 29568630 PMCID: PMC5843157 DOI: 10.4102/sajhivmed.v18i1.694] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2016] [Accepted: 04/04/2017] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND The UNAIDS targets for 2020 are to achieve a 90% rate of diagnosis in HIV-positive individuals, to provide antiretroviral treatment (ART) to 90% of HIV-diagnosed individuals and to achieve virological suppression in 90% of ART patients. OBJECTIVES To assess South Africa's progress towards the 2020 targets and variations in performance by province. METHODS A mathematical model was fitted to HIV data for each of South Africa's provinces, and for the country as a whole. Numbers of HIV tests performed in each province were estimated from routine data over the 2002-2015 period, and numbers of patients receiving ART in each province were estimated by fitting models to reported public and private ART enrolment statistics. RESULTS By the middle of 2015, 85.5% (95% CI: 84.5% - 86.5%) of HIV-positive South African adults had been diagnosed, with little variation between provinces. However, only 56.9% (95% CI: 55.3% - 58.7%) of HIV-diagnosed adults were on ART, with this proportion varying between 50.8% in North West and 72.7% in Northern Cape. In addition, 78.4% of adults on ART were virally suppressed, with rates ranging from 69.7% in Limpopo to 85.9% in Western Cape. Overall, 3.39 million (95% CI: 3.26-3.52 million) South Africans were on ART by mid-2015, equivalent to 48.6% (95% CI: 46.0% - 51.2%) of the HIV-positive population. ART coverage varied between 43.0% in Gauteng and 63.0% in Northern Cape. CONCLUSION Although South Africa is well on its way to reaching the 90% HIV diagnosis target, most provinces face challenges in reaching the remaining two 90% targets.
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Affiliation(s)
- Leigh F Johnson
- Centre for Infectious Disease Epidemiology and Research, University of Cape Town, South Africa
| | - Rob E Dorrington
- Centre for Actuarial Research, University of Cape Town, South Africa
| | - Haroon Moolla
- Centre for Infectious Disease Epidemiology and Research, University of Cape Town, South Africa
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Blaizot S, Huerga H, Riche B, Ellman T, Shroufi A, Etard JF, Ecochard R. Combined interventions to reduce HIV incidence in KwaZulu-Natal: a modelling study. BMC Infect Dis 2017; 17:522. [PMID: 28747167 PMCID: PMC5530541 DOI: 10.1186/s12879-017-2612-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Accepted: 07/18/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Combined prevention interventions, including early antiretroviral therapy initiation, may substantially reduce HIV incidence in hyperendemic settings. Our aim was to assess the potential short-term impact of combined interventions on HIV spreading in the adult population of Mbongolwane and Eshowe (KwaZulu-Natal, South Africa) using sex- and age-specific scenarios, and age-targeted interventions. METHODS A mathematical model was used with data on adults (15-59 years) from the Mbongolwane and Eshowe HIV Impact in Population Survey to compare the effects of various interventions on the HIV incidence rate. These interventions included increase in antiretroviral therapy (ART) coverage with extended eligibility criteria, increase in voluntary medical male circumcision (VMMC), and implementation of pre-exposure prophylaxis (PrEP) among women. RESULTS With no additional interventions to the ones in place at the time of the survey (ART at CD4 < 350 and VMMC), incidence will decrease by 24% compared to the baseline rate. The implementation of "ART at CD4<500" or "ART for all" would reduce further the incidence rate by additional 8% and 15% respectively by 4 years and 20% and 34% by 10 years. Impacts would be higher with age-targeted scenarios than without. CONCLUSIONS In Mbongolwane and Eshowe, implementation of the new South African guidelines, recommending ART initiation regardless of CD4 count, would accelerate incidence reduction. In this setting, combining these guidelines, VMMC, and PrEP among young women could be an effective strategy in reducing the incidence to low levels.
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Affiliation(s)
- Stéphanie Blaizot
- Service de Biostatistique, Hospices Civils de Lyon, F-69003 Lyon, France
- Université de Lyon, F-69000 Lyon, France
- Université Lyon 1, F-69100 Villeurbanne, France
- CNRS UMR 5558, Equipe Biostatistique-Santé, Laboratoire de Biométrie et Biologie Evolutive, F-69100 Villeurbanne, France
| | | | - Benjamin Riche
- Service de Biostatistique, Hospices Civils de Lyon, F-69003 Lyon, France
- Université de Lyon, F-69000 Lyon, France
- Université Lyon 1, F-69100 Villeurbanne, France
- CNRS UMR 5558, Equipe Biostatistique-Santé, Laboratoire de Biométrie et Biologie Evolutive, F-69100 Villeurbanne, France
| | - Tom Ellman
- Médecins Sans Frontières, Cape Town, South Africa
| | - Amir Shroufi
- Médecins Sans Frontières, Cape Town, South Africa
| | - Jean-François Etard
- Epicentre, F-75011 Paris, France
- IRD UMI 233, INSERM U1175, Université de Montpellier, Unité TransVIHMI, F-34000 Montpellier, France
| | - René Ecochard
- Service de Biostatistique, Hospices Civils de Lyon, F-69003 Lyon, France
- Université de Lyon, F-69000 Lyon, France
- Université Lyon 1, F-69100 Villeurbanne, France
- CNRS UMR 5558, Equipe Biostatistique-Santé, Laboratoire de Biométrie et Biologie Evolutive, F-69100 Villeurbanne, France
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