Browsing by Author "Murenzi G"
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Item Association of cardiovascular disease risk with liver steatosis and fibrosis in people with HIV in low- and middle-income countries.(2025-Jan-01) Kuniholm MH; Murenzi G; Shumbusho F; Brazier E; Plaisy MK; Mensah E; Wandeler G; Riebensahm C; Chihota BV; Samala N; Diero L; Semeere AS; Chanyachukul T; Borse R; Nguyen DTH; Perazzo H; Lopez-Iniguez A; Castilho JL; Maruri F; Jaquet A; Department of Infectious Diseases, Inselspital, Bern University Hospital.; Graduate School of Public Health and Health Policy, City University of New York, New York, New York, USA.; Research for Development (RD Rwanda).; Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University, Indianapolis, Indiana, United States of America.; Instituto Nacional de Ciencias Médicas y Nutrición, Salvador Zubirán, Mexico City, Mexico.; Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.; Infectious Diseases Institute, College of Health Sciences, Makerere University, Kampala, Uganda.; AMPATH, Moi University, Eldoret, Kenya.; Institute for Implementation Science in Population Health.; Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.; TREAT Asia/amfAR - The Foundation for AIDS Research, Bangkok, Thailand.; Department of Infectious Diseases, National Hospital for Tropical Diseases, Hanoi, Vietnam.; B.J. Government Medical College & Sassoon General Hospitals, Pune, Maharashtra, India.; Department of Epidemiology and Biostatistics, University at Albany, State University of New York, Rensselaer, New York, USA.; Espoir Vie-Togo, Lome, Togo.; Evandro Chagas National Institute of Infectious Diseases -Oswaldo Cruz Foundation (INI/FIOCRUZ), Rio de Janeiro, Brazil.; National Institute for Health and Medical Research (INSERM) UMR 1219, Research Institute for Sustainable Development (IRD) EMR 271, University of Bordeaux, Bordeaux Population Health Centre, Bordeaux, France.; Rwanda Military Hospital, Kigali, Rwanda.; Centre for Infectious Disease Research in Zambia, Lusaka, Zambia.; CIDRZ; Centre for Infectious Disease Research in Zambia (CIDRZ)OBJECTIVE: The aim of this study was to understand the relationship between cardiovascular disease (CVD) risk and liver steatosis and fibrosis among people with HIV (PLWH) at least 40 years of age on antiretroviral therapy (ART) in low and middle-income countries (LMIC). DESIGN: We used cross-sectional behavioral and clinical data collected during study enrollment visits in 2020-2022 for the Sentinel Research Network of International epidemiology Databases to Evaluate AIDS (SRN of IeDEA). METHODS: Ten-year CVD risk was calculated using 2019 WHO nonlaboratory and laboratory models. Transient elastography was used to assess liver disease. Presence of steatosis and significant fibrosis were defined by controlled attenuation parameter (CAP) at least 248 dB/m and liver stiffness measurement (LSM) at least 7.1 kPa, respectively. Participants with viral hepatitis, hazardous alcohol consumption, and unsuppressed HIV viral load were excluded from the analysis. Logistic regression was used to estimate odds ratios, adjusting for study site, CD4 + T cell count, stavudine and didanosine exposure, and in models stratified by sex and geographic region. RESULTS: There were 1750 participants from nine LMIC. Median CVD risk was 3% for both nonlaboratory and laboratory-based models. Adjusted odds ratios (ORs) for steatosis and significant fibrosis associated with laboratory CVD risk (≥10 vs. <5%) were OR = 1.83 [95% confidence interval (95% CI) = 1.21-2.76; P = 0.004] and OR = 1.62 (95% CI = 0.85-3.07; P = 0.14), respectively. Associations of CVD risk with steatosis were stronger in men and among participants at study sites outside Africa. CONCLUSION: Higher CVD risk was associated with steatosis but not with significant fibrosis in PWH in our LMIC cohort.Item Cervical cancer prevention and care in HIV clinics across sub-Saharan Africa: results of a facility-based survey.(2024-Jul) Asangbeh-Kerman SL; Davidović M; Taghavi K; Dhokotera T; Manasyan A; Sharma A; Jaquet A; Musick B; Twizere C; Chimbetete C; Murenzi G; Tweya H; Muhairwe J; Wools-Kaloustian K; Technau KG; Anastos K; Yotebieng M; Jousse M; Ezechi O; Orang'o O; Bosomprah S; Pierre Boni S; Basu P; Bohlius J; Graduate School for Health Sciences, University of Bern, Bern, Switzerland.; Department of Medicine and Epidemiology, Albert Einstein College of Medicine, Bronx, New York, USA.; Department of Biostatistics, School of Public Health, University of Ghana, Accra, Ghana.; Empilweni Services and Research Unit, Rahima Moosa Mother and Child Hospital, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.; Newlands Clinic, Harare, Zimbabwe.; Early Detection, Prevention and Infections Branch, International Agency for Research on Cancer, Lyon, France.; Division of Neonatology, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama, USA.; Institute of Global Health, University of Geneva, Geneva, Switzerland.; Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA.; Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.; Programme PAC-CI, Site ANRS Treichville, Abidjan, Côte d'Ivoire.; Moi University, Eldoret, Kenya.; Department of Paediatrics and Child Health, Rahima Moosa Mother and Child Hospital, Johannesburg-Braamfontein, South Africa.; SolidarMed, Partnership for Health, Chiure, Mozambique.; Programme National de Lutte contre le Cancer (PNLCa), Abidjan, Côte d'Ivoire.; Centre National de Reference en Matière de VIH/SIDA, Bujumbura, Burundi.; University of Bordeaux, National Institute for Health and Medical Research (INSERM) UMR 1219, Research Institute for Sustainable Development (IRD) EMR 271, Bordeaux Population Health Centre, Bordeaux, France.; Swiss Tropical and Public Health Institute, Allschwil, Switzerland.; Department of Clinical Sciences, Nigerian Institute of Medical Research, Lagos, Nigeria.; Einstein-Rwanda Research and Capacity Building Programme, Research for Development and Rwanda Military Hospital, Kigali, Rwanda.; SolidarMed, Partnerships for Health, Maseru, Lesotho.; Department of Biostatistics and Health Data Science, School of Medicine, Indiana University, Indianapolis, Indiana, USA.; Department of Medicine, Albert Einstein College of Medicine, Bronx, New York, USA.; University of Basel, Basel, Switzerland.; Graduate School of Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland.; International Training and Education Centre for Health (I-TECH), Lilongwe, Malawi.; Centre for Infectious Disease Research in Zambia, Lusaka, Zambia.; CIDRZ; Centre for Infectious Disease Research in Zambia (CIDRZ)INTRODUCTION: To eliminate cervical cancer (CC), access to and quality of prevention and care services must be monitored, particularly for women living with HIV (WLHIV). We assessed implementation practices in HIV clinics across sub-Saharan Africa (SSA) to identify gaps in the care cascade and used aggregated patient data to populate cascades for WLHIV attending HIV clinics. METHODS: Our facility-based survey was administered between November 2020 and July 2021 in 30 HIV clinics across SSA that participate in the International epidemiology Databases to Evaluate AIDS (IeDEA) consortium. We performed a qualitative site-level assessment of CC prevention and care services and analysed data from routine care of WLHIV in SSA. RESULTS: Human papillomavirus (HPV) vaccination was offered in 33% of sites. Referral for CC diagnosis (42%) and treatment (70%) was common, but not free at about 50% of sites. Most sites had electronic health information systems (90%), but data to inform indicators to monitor global targets for CC elimination in WLHIV were not routinely collected in these sites. Data were collected routinely in only 36% of sites that offered HPV vaccination, 33% of sites that offered cervical screening and 20% of sites that offered pre-cancer and CC treatment. CONCLUSIONS: Though CC prevention and care services have long been available in some HIV clinics across SSA, patient and programme monitoring need to be improved. Countries should consider leveraging their existing health information systems and use monitoring tools provided by the World Health Organization to improve CC prevention programmes and access, and to track their progress towards the goal of eliminating CC.Item Characterizing adolescent and youth-friendly HIV services: a cross-sectional assessment across 16 global sites.(2025-Apr) Embleton L; Sudjaritruk T; Machado DM; Chihota B; Musabyimana F; Jesson J; Apondi E; Puthanakit T; Luque MT; van Dongen NE; Murenzi G; Amorissani-Folquet M; Kwena Z; Perreras N; Rouzier V; Lyamuya R; Anderson K; Elul B; Leroy V; Enane LA; Martin R; Lancaster K; Parcesepe AM; Vreeman R; Clinical and Molecular Epidemiology of Emerging and Re-emerging Infectious Diseases Cluster, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.; Einstein-Rwanda Research and Capacity Building Progam, Research for Development and Rwanda Military Hospital, Kigali, Rwanda.; Moi Teaching and Referral Hospital, Eldoret, Kenya.; Servicio de Infectología, Departamento de Pediatría, Hospital Escuela; Servicio de Infectología, Instituto Hondureño de Seguridad Social, Tegucigalpa, Honduras.; Empilweni Services and Research Unit, Department of Paediatrics and Child Health, Rahima Moosa Mother and Child Hospital, University of the Witwatersrand, Johannesburg, South Africa.; Arnhold Institute for Global Health, Department of Global Health and Health Systems Design, Icahn School of Medicine at Mount Sinai, New York, New York, USA.; Morogoro Regional Referral Hospital, Morogoro, Tanzania.; The Ryan White Center for Pediatric Infectious Disease and Global Health, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana, USA.; Pediatric Infectious Diseases Division, Department of Pediatrics, Escola Paulista de Medicina-Universidade Federal de São Paulo (UNIFESP), São Paulo, Brazil.; Haitian Group for the Study of Kaposi's Sarcoma and Opportunistic Infections (GHESKIO), Port-au-Prince, Haiti.; Department of Implementation Science, Wake Forest University, School of Medicine, Winston-Salem, North Carolina, USA.; Centre for Epidemiology and Research in POPulation Health (CERPOP), Inserm, Toulouse III University, Toulouse, France.; Division of Infectious Diseases, Department of Pediatrics, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.; University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.; Department of Health, AIDS Research Group, Research Institute for Tropical Medicine, Manila, Philippines.; Mailman School of Public Health, Columbia University, New York, New York, USA.; Research, Care and Treatment Programme, Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi, Kenya.; Centre for Infectious Disease Epidemiology and Research, School of Public Health, University of Cape Town, Cape Town, South Africa.; Department of Pediatrics, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.; Pediatric Department, Centre Hospitalier Universitaire de Cocody, Abidjan, Côte d'Ivoire.; Centre for Infectious Disease Research in Zambia, Lusaka, Zambia.; CIDRZ; Centre for Infectious Disease Research in Zambia (CIDRZ)INTRODUCTION: Adolescent and youth-friendly health services (AYFHS) have been promoted as a best practice for adolescents and young people living with HIV (AYLH). However, thorough descriptions of AYFHS for AYLH remain scarce. We sought to characterize adolescent-friendly HIV services in a global paediatric research consortium. METHODS: Cross-sectional data were collected from 16 global sites in the Adolescent and Young Adult Network of IeDEA (AYANI) of the International epidemiology Databases to Evaluate AIDS consortium between August 2020 and October 2022 using a standardized site assessment tool that collected data on clinic, patient and provider characteristics, differentiated care, and transition to adult services processes. Descriptive analyses characterized the health services available across the participating sites, using frequencies and proportions for categorical variables and medians and interquartile range for continuous variables. Data were analysed using RStudio. RESULTS: Overall, 13 of 16 sites (81%) reported having dedicated adolescent services, which most often consisted of dedicated clinic days (62%, n = 8/13), primarily offered on weekdays. Across all sites, nurses and counsellors delivered services to adolescents. Over half of all clinics (69%, n = 11/16) reported offering health education to adolescents to facilitate adolescent health literacy. Peer educators and navigators were involved in delivering services at 62% of sites, primarily in those with dedicated adolescent services (69%, n = 9/13). There was limited integration of sexual and reproductive health services into HIV clinics for adolescents. With 63% of clinics conducting pregnancy screening, 50% providing family planning methods and 38% providing cervical cancer screening. Under half of all HIV clinics screened for physical abuse or violence (44%, n = 7/16) and sexual abuse or rape (38%, n = 6/16). A low proportion of clinics screened for risk factors related to young key populations, including drug use (56%, n = 9/16), homelessness (38%, n = 6/16) young men having sex with men (31%, n = 5/16) and transactional sex (31%, n = 5/16). Mental health screening for concerns was variable. CONCLUSIONS: Findings suggest gaps in AYFHS for AYLH across the HIV clinics included in this analysis. There is a vital need to design health services for AYLH that are accessible, equitable, and effective and meet the global standards for delivering high-quality healthcare to adolescents.Item Comorbidities and HIV-related factors associated with mental health symptoms and unhealthy substance use among older adults living with HIV in low- and middle-income countries: a cross-sectional study.(2025-Mar) Ross JL; Rupasinghe D; Chanyachukul T; Crabtree Ramírez B; Murenzi G; Kwobah E; Mureithi F; Minga A; Marbaniang I; Perazzo H; Parcesepe A; Goodrich S; Chimbetete C; Mensah E; Maruri F; Thi Hoai Nguyen D; López-Iñiguez A; Lancaster K; Byakwaga H; Tlali M; Plaisy MK; Nimkar S; Moreira R; Anastos K; Semeere A; Wandeler G; Jaquet A; Sohn A; Newlands Clinic, Harare, Zimbabwe.; Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.; Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.; Division of Infectious Diseases, Indiana University School of Medicine, Indianapolis, Indiana, USA.; Centre for Infectious Disease Epidemiology & Research, School of Public Health, University of Cape Town, Cape Town, South Africa.; Research for Development (RD Rwanda), Kigali, Rwanda.; Departamento de Infectología, Instituto Nacional de Ciencias Médicas y Nutrición, México City, México.; TREAT Asia/amfAR - The Foundation for AIDS Research, Bangkok, Thailand.; Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA.; The HIV care clinic of the National Blood Transfusion Centre, Blood Bank Medical Centre, Abidjan, Côte d'Ivoire.; NGO Espoir-Vie Togo, Lomé, Togo.; National Hospital for Tropical Diseases, Hanoi, Vietnam.; BJ Government Medical College-JHU Clinical Research Site, Pune, India.; The Kirby Institute, UNSW Sydney, Sydney, New South Wales, Australia.; Montefiore Medical Center, Albert Einstein College of Medicine, New York, New York, USA.; Infectious Diseases Institute, Kampala, Uganda.; Department of Infectious Diseases, Bern University Hospital, University of Bern, Bern, Switzerland.; Mbarara ISS Clinic, Mbarara, Uganda.; National Institute for Health and Medical Research (INSERM) UMR 1219, Research Institute for Sustainable Development (IRD) EMR 271, University of Bordeaux, Bordeaux Population Health Centre, Bordeaux, France.; AMPATH MOI University, Eldoret, Kenya.; Infectious Disease Research in Zambia (CIDRZ), Lusaka, Zambia.; Instituto Nacional de Infectologia Evandro Chagas (INI), Fundação Oswaldo Cruz (FIOCRUZ), Rio de Janeiro, Brazil.INTRODUCTION: People with HIV (PWH) are vulnerable to mental health and substance use disorders (MSDs), but the extent to which these are associated with other non-communicable diseases in ageing PWH populations remains poorly documented. We assessed comorbidities associated with symptoms of MSD among PWH ≥40 years in the Sentinel Research Network (SRN) of the International epidemiology Database to Evaluate AIDS (IeDEA). METHODS: Baseline data collected between June 2020 and September 2022, from 10 HIV clinics in Asia, Latin America and Africa contributing to the SRN, were analysed. Symptoms of MSDs and comorbidities were assessed using standardized questionnaires, anthropometric and laboratory tests, including weight, height, blood pressure, glucose, lipids, chronic viral hepatitis and liver transient elastography. HIV viral load, CD4 count and additional routine clinical data were accessed from participant interview or medical records. HIV and non-HIV clinical associations of mental illness symptoms and unhealthy substance use were analysed using logistic regression. Mental illness symptoms were defined as moderate-to-severe depressive symptoms (PHQ-9 score >9), moderate-to-severe anxiety symptoms (GAD-7 >9) or probable post-traumatic stress disorder (PCL-5 >32). Unhealthy substance use was defined as ASSIST score >3, or AUDIT ≥7 for women (≥8 for men). RESULTS: Of 2614 participants assessed at baseline study visits, 57% were female, median age was 50 years, median CD4 was 548 cells/mm CONCLUSIONS: Improved integration of MSD and comorbidity services in HIV clinical settings, and further research on the association between MSD and comorbidities, and care integration among older PWH in low-middle-income countries, are required.Item Global trends in CD4 count measurement and distribution at first antiretroviral treatment initiation.(2024-Nov-06) de Waal R; Wools-Kaloustian K; Brazier E; Althoff KN; Jaquet A; Duda SN; Kumarasamy N; Savory T; Byakwaga H; Murenzi G; Justice A; Ekouevi DK; Cesar C; Pasayan MKU; Thawani A; Kasozi C; Babakazo P; Karris M; Messou E; Cortes CP; Kunzekwenyika C; Choi JY; Owarwo NC; Niyongabo A; Marconi VC; Ezechi O; Castilho JL; Petoumenos K; Johnson L; Ford N; Kassanjee R; Department of Medicine, Indiana University School of Medicine, USA.; Masaka Regional Referral Hospital, Masaka City, Uganda.; Department of Biomedical Informatics, Vanderbilt University Medical Center, USA.; Department of Medicine, University of California San Diego, USA.; VA Connecticut Healthcare System, Yale Schools of Medicine and Public Health, Yale University, USA.; Lighthouse Trust, Lilongwe, Malawi.; Department of Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland.; Centre for Infectious Disease Epidemiology and Research, School of Public Health, University of Cape Town, South Africa. CIDER, Level 3 Falmouth Building, Anzio Road, Observatory, 7925, South Africa.; Fundacion Huesped, Argentina.; Centre de Prise en charge, de Recherche et de Formation (CePReF) Yopougon-Attié, Abidjan, Côte d'Ivoire.; Association Nationale de Soutien aux Séropositifs et malades du SIDA-Santé PLUS (ANSS-Santé PLUS), Burundi.; Institute for Implementation Science in Population Health, City University of New York, USA.; Department of Community Health, Mbarara University of Science and Technology, Uganda.; Université de Lomé, Centre de Formation et de Recherche en Santé Publique, Lomé, Togo.; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, USA.; Research Institute for Tropical Medicine, Muntinlupa City, Philippines.; Infectious Diseases Institute, Makerere University, Uganda.; Emory University School of Medicine and Rollins School of Public Health, Atlanta, USA.; Division of Infectious Diseases, Vanderbilt University Medical Center, TN, USA.; The Kirby Institute, University of New South Wales, Sydney, Australia.; National Institute for Health and Medical Research UMR 1219, Research Institute for Sustainable Development EMR 271, Bordeaux Population Health Research Centre, University of Bordeaux, France.; Division of Infectious Diseases, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, South Korea.; SolidarMed Zimbabwe.; Centre for Reproduction and Population Health Studies, Nigerian Institute for Medical Research, Lagos, Nigeria.; Kinshasa School of Public Health, University of Kinshasa, Democratic Republic of Congo.; Research for Development (RD Rwanda), and Rwanda Military Referral and Teaching Hospital, Kigali, Rwanda.; Department of Internal Medicine, Faculty of Medicine, University of Chile, and Hospital Clínico San Borja Arriarán & Fundación Arriarán, Santiago, Chile.; Infectious Diseases Medical Centre, CART CRS, Voluntary Health Services, Chennai, India.; Centre for Infectious Disease Research in Zambia, Lusaka, Zambia.; CIDRZ; Centre for Infectious Disease Research in Zambia (CIDRZ)BACKGROUND: While people with HIV (PWH) start antiretroviral treatment (ART) regardless of CD4 count, CD4 measurement remains crucial for detecting advanced HIV disease and evaluating ART programmes. We explored CD4 measurement (proportion of PWH with a CD4 result available) and prevalence of CD4 <200 cells/µL at ART initiation within the International epidemiology Databases to Evaluate AIDS (IeDEA) global collaboration. METHODS: We included PWH at participating ART programmes who first initiated ART at age 15-80 years during 2005-2019. We described proportions of PWH (i) with CD4 (measured within 6 months before to 2 weeks after ART initiation); and (ii) among those with a CD4, with CD4 <200; by year of ART initiation and region. RESULTS: We included 1,355,104 PWH from 42 countries in 7 regions; 63% were female. Median (interquartile range) age at ART initiation was 37 (31-44) in men and 32 (26-39) in women. CD4 measurement initially increased, or remained stable over time until around 2013, but then declined to low levels in some regions (Southern Africa, except South Africa: from 54 to 13%; East Africa 85 to 31%; Central Africa 72 to 20%; West Africa: 91 to 53%; and Latin America: 87 to 56%). Prevalence of CD4<200 declined over time in all regions, but plateaued after 2015 at ≥30%. CONCLUSIONS: CD4 measurement has declined sharply in recent years, especially in sub-Saharan Africa. Among those with a CD4, the prevalence of CD4 <200 remains concerningly high. Scaling up CD4 testing and securing adequate funding are urgent priorities.Item Gone But Not Lost: Implications for Estimating HIV Care Outcomes When Loss to Clinic Is Not Loss to Care.(2020-Jul) Edwards JK; Lesko CR; Herce ME; Murenzi G; Twizere C; Lelo P; Anastos K; Tymejczyk O; Yotebieng M; Nash D; Adedimeji A; Edmonds A; Department of Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, NY.; Departments of Medicine and Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, NY.; Centre for Infectious Disease Research in Zambia (CIDRZ), Lusaka, Zambia.; Institute for Implementation Science in Population Health, City University of New York, New York, NY.; Rwanda Military Hospital, Kigali, Rwanda.; Institute for Global Health and Infectious Diseases, University of North Carolina at Chapel Hill, Chapel Hill, NC.; Kalembelembe Pediatric Hospital, Kinshasa, Democratic Republic of the Congo.; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD.; From the Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC.; Centre Hospitalo, Universitaire de Kamenge, Bujumbura, Burundi.BACKGROUND: In some time-to-event analyses, it is unclear whether loss to follow up should be treated as a censoring event or competing event. Such ambiguity is particularly common in HIV research that uses routinely collected clinical data to report the timing of key milestones along the HIV care continuum. In this setting, loss to follow up may be viewed as a censoring event, under the assumption that patients who are "lost" from a study clinic immediately enroll in care elsewhere, or a competing event, under the assumption that people "lost" are out of care all together. METHODS: We illustrate an approach to address this ambiguity when estimating the 2-year risk of antiretroviral treatment initiation among 19,506 people living with HIV who enrolled in the IeDEA Central Africa cohort between 2006 and 2017, along with published estimates from tracing studies in Africa. We also assessed the finite sample properties of the proposed approach using simulation experiments. RESULTS: The estimated 2-year risk of treatment initiation was 69% if patients were censored at loss to follow up or 59% if losses to follow up were treated as competing events. Using the proposed approach, we estimated that the 2-year risk of antiretroviral therapy initiation was 62% (95% confidence interval: 61, 62). The proposed approach had little bias and appropriate confidence interval coverage under scenarios examined in the simulation experiments. CONCLUSIONS: The proposed approach relaxes the assumptions inherent in treating loss to follow up as a censoring or competing event in clinical HIV cohort studies.Item Scale of differentiated service delivery implementation in HIV care facilities in low- and middle-income countries: a global facility survey.(2025-Jul) Fernández Villalobos NV; Helfenstein F; Khol V; Twizere C; Secco M; Castelnuovo B; Huwa J; Tiendredbeogo T; Wester CW; Fong SM; Murenzi G; Caro-Vega Y; Lyamuya RE; Rafael I; Zannou DM; Petoumenos K; Nsonde DM; Pinto J; Wools-Kaloustian K; Moore CB; Takassi OE; Kiertiburanakul S; Awoh RA; Ali SM; Fatti G; Malateste K; Zaniewski E; Ballif M; Instituto Nacional de Infectologia Evandro Chagas (INI), Fundação Oswaldo Cruz, Rio de Janeiro, Brazil.; National Center for HIV/AIDS, Dermatology & STDs, Phnom Penh, Cambodia.; Department of Clinical Research, University of Bern, Bern, Switzerland.; School of Medicine, College of Health Sciences, Moi University, Eldoret, Kenya.; Kheth'Impilo AIDS Free Living, Cape Town, South Africa.; Lighthouse Trust, Lilongwe, Malawi.; Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, Brazil.; University of Buea, Buea, Cameroon.; SolidarMed, Pemba, Mozambique.; Infectious Diseases Institute, College of Health Sciences, Makerere University, Kampala, Uganda.; Department of Pediatrics, Hospital Likas, Kota Kinabalu, Malaysia.; Division of Infectious Diseases, Department of Medicine, Vanderbilt University Medical Center (VUMC), Nashville, Tennessee, USA.; Lome University, Lome, Togo.; Department of Infectious Diseases, Bern University Hospital and University of Bern, Bern, Switzerland.; Centre National de Référence en matière de VIH/SIDA (CNR), Bujumbura, Burundi.; Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA.; Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.; Centre for Infectious Disease Research in Zambia (CIDRZ), Lusaka, Zambia.; University of Bordeaux, National Institute for Health and Medical Research (INSERM) UMR 1219, Research Institute for Sustainable Development (IRD) EMR 271, Bordeaux Population Health Research Centre, Bordeaux, France.; Einstein-Rwanda Research and Capacity Building Program, Research for Development and Rwanda Military Referral and Teaching Hospital, Kigali, Rwanda.; Morogoro Regional Hospital - CTC, Indiana University, Morogoro, Tanzania.; The Kirby Institute, UNSW Sydney, Sydney, New South Wales, Australia.; Departamento de Infectología, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Ciudad de México, México.; Centre national de référence pour la recherche et la prise en charge des PVVIH au Centre National Hospitalier Universitaire HK MAGA (CNHU-HKM), Cotonou, Bénin.; Division of Epidemiology and Biostatistics, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa.; Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand.; University of Alabama at Birmingham, Birmingham, Alabama, USA.; Centre de Traitement Ambulatoire of Brazzaville, Brazzaville, Congo.INTRODUCTION: In 2016, the World Health Organization recommended differentiated service delivery (DSD) as a client-centred approach to simplify HIV care in frequency and intensity, thus reducing the clinic visit burden on individuals and HIV programmes. We describe the scale of DSD implementation among HIV facilities in low- and middle-income countries (LMICs) in Latin America, Africa and the Asia-Pacific before the COVID-19 pandemic. METHODS: We analysed facility-level survey data from HIV care facilities participating in the International epidemiology Databases to Evaluate AIDS consortium in 2019. We used descriptive statistics to summarise the availability of DSD, multi-month dispensing (MMD) and DSD for HIV treatment models. We explored factors associated with DSD implementation using multivariable models. RESULTS: We included 175 facilities in the Asia-Pacific (n = 30), Latin America (n = 8), Central Africa (n = 21), East Africa (n = 74), Southern Africa (n = 28) and West Africa (n = 14). Overall, 133 facilities (76%) reported implementing DSD. Of these, 91% offered DSD for HIV treatment, 61% for HIV testing and 59% for antiretroviral therapy (ART) initiation. The most common duration of ART refills for clinically stable clients was 3MMD, (70%), followed by monthly (14%) and 6MMD (10%). Facility-based individual models were the most frequently available DSD for the HIV treatment model (82%), followed by client-managed group models (60%). Out-of-facility individual models were available at 48% of facilities. Facility-based individual models were particularly common among facilities in East (92%) and Southern Africa (96%). Facilities in medium and high HIV prevalence countries, and those with 3MMD, were more likely to implement DSD. CONCLUSIONS: In 2019, DSD was available in most HIV care facilities globally but was not evenly implemented across regions and HIV services. Most offered facility-based DSD for HIV treatment models and 3MMD for clinically stable clients. Efforts to expand DSD for HIV testing and ART initiation and to offer longer MMD can improve long-term retention in care of people living with HIV in LMICs, while further alleviating the operational burden on healthcare services. These findings from the pre-COVID-19 era underline the need for strengthening DSD in HIV care, which remains at the centre of current efforts towards client-centred care.