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Mauleti IY, Wibisana KA, Syamsuridzal DP, Mulyati S, Lisdawati V, Saptarini I, Nurhayati, Hasugian AR, Hendarwan H. Factors Associated With Long-term Retention in Antiretroviral Therapy Among People Living With HIV: Evidence From a Tertiary Hospital in Jakarta, Indonesia. J Prev Med Public Health 2024; 57:252-259. [PMID: 38726581 PMCID: PMC11164604 DOI: 10.3961/jpmph.23.512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Revised: 03/09/2024] [Accepted: 04/01/2024] [Indexed: 06/12/2024] Open
Abstract
OBJECTIVES This study investigated factors associated with the retention of people living with human immunodeficiency virus (HIV) on antiretroviral therapy (ART) during the first 3 years of treatment. METHODS A retrospective study using electronic health records was conducted at a tertiary hospital in Jakarta, Indonesia. Adult HIV-positive patients who started ART from 2010 until 2020 were included. A binary logistic regression model was used to identify factors associated with ART retention in the first 3 years. RESULTS In total, 535 respondents were included in the analysis. The ART retention rates for the first, second, and third years were 83.7%, 79.1%, and 77.2%, respectively. The multivariate analysis revealed a negative association between CD4 count when starting ART and retention. Patients with CD4 counts >200 cells/mL were 0.65 times less likely to have good retention than those with CD4 counts ≤200 cells/mL. The year of starting ART was also significantly associated with retention. Patients who started ART in 2010-2013 or 2014-2016 were less likely to have good retention than those who started ART in 2017-2020, with adjusted odds ratios of 0.52 and 0.40, respectively. Patients who received efavirenz-based therapy were 1.69 times more likely to have good retention than those who received nevirapine (95% confidence interval, 1.05 to 2.72). CONCLUSIONS Our study revealed a decline in ART retention in the third year. The CD4 count, year of enrollment, and an efavirenz-based regimen were significantly associated with retention. Patient engagement has long been a priority in HIV programs, with interventions being implemented to address this issue.
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Affiliation(s)
| | | | | | - Sri Mulyati
- General Practitioner Staff, Fatmawati General Hospital, Jakarta, Indonesia
| | - Vivi Lisdawati
- Directorate of Human Resources, Education and Research, Fatmawati General Hospital, Jakarta, Indonesia
| | - Ika Saptarini
- Research Center for Preclinical and Clinical Medicine, National Research and Innovation Agency, Bogor, Indonesia
- Doctoral Program in Medical Sciences, Faculty of Medicine Universitas Indonesia, Jakarta, Indonesia
| | - Nurhayati
- Research Center for Preclinical and Clinical Medicine, National Research and Innovation Agency, Bogor, Indonesia
| | - Armedy Ronny Hasugian
- Research Center for Preclinical and Clinical Medicine, National Research and Innovation Agency, Bogor, Indonesia
| | - Harimat Hendarwan
- Research Center for Preclinical and Clinical Medicine, National Research and Innovation Agency, Bogor, Indonesia
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Tafere GW, Hunduma F, Yesuf A. Viral suppression rate at operation triple zero (Otz) and regular art follow-Up programs and associated factors among adolescent clients of Addis Ababa Ethiopia: a comparative cross-sectional study. Virol J 2023; 20:208. [PMID: 37684703 PMCID: PMC10492296 DOI: 10.1186/s12985-023-02176-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 09/03/2023] [Indexed: 09/10/2023] Open
Abstract
BACKGROUND - Viral suppression is the main goal of currently available treatment and it is used as a primary indicator of successful treatment for human immunodeficiency virus/acquired immune deficiency syndrome (HIV/AIDS). This ensures a reduction in AIDS-associated morbidity and mortality and decreases the risk of both vertical and horizontal viral transmission. This study aimed to investigate the magnitude of viral suppression and its associated factors among adolescents, comparing the operation triple zero (OTZ) program to regular antiretroviral therapy (ART) follow-up programs. METHODS - The research consisted of a comparative cross-sectional study, which included a total sample size of 446 adolescents on Active Antiretroviral Therapy (ART) - 223 enrolled in OTZ, and 223 in regular ART from public hospitals. Sociodemographic data were obtained using a self-administered semi-structured questionnaire, and clinical data were extracted from medical records. To examine the prevalence of viral suppression (VS) the latest status was used and multivariate logistic regression analysis was performed to identify factors associated with VS. RESULTS - Overall, the adolescent viral suppression was 88.3%, with 92.4% in the OTZ group and 84.3% in the regular ART group. Among OTZ participants, the factors that significantly reduced the odds of viral suppression were having a history of admission in the last year, alcohol use, biological mother not alive, cigarette smoking, social discrimination, and current medication regimen TDF/3TC/EFZ. Among those in regular ART, factors associated with a lesser chance of viral suppression were alcohol use, social discrimination, unscheduled appointments, and current medication regimen TDF/3TC/EFZ when compared to their counterparts. When we compared the two programs, OTZ had a 26.1 times greater chance of suppressing HIV viral load (AOR = 26.1, 95% CI: 3.499-133.9; P = 0.041). CONCLUSION - The overall VS was 88.3%, while viral suppression is better achieved through the OTZ program than through regular ART services. Alcohol use, biological mother not alive, cigarette smoking, social discrimination, and current medication regimen TDF/3TC/EFZ were identified to be factors associated with viral nonsuppression. Therefore, it is advisable to implement the OTZ program in all HIV care centers and focus on factors reducing viral suppression.
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Affiliation(s)
- Getahun Wedaje Tafere
- Department of Pediatrics, St. Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia
| | - Fufa Hunduma
- School of public health, St. Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia.
| | - Aman Yesuf
- School of public health, St. Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia
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Schnaufer EC, Barbosa MS, Marques MF, Brito GT, Ferreira TS, Ribeiro AD, Valiente AC, Machado IR, Gonçalves CC, Tanaka TS, Guimarães ML, Ribeiro SM, Croda J, Simionatto S. Prevalence of HIV-1 infection and associated characteristics in a Brazilian indigenous population: a cross-sectional study. LANCET REGIONAL HEALTH. AMERICAS 2023; 25:100562. [PMID: 37559945 PMCID: PMC10407292 DOI: 10.1016/j.lana.2023.100562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 06/29/2023] [Accepted: 07/10/2023] [Indexed: 08/11/2023]
Abstract
BACKGROUND Despite significant progress in the areas of prevention, diagnosis, and treatment, HIV continues to result in a substantial number of fatalities on a global scale each year. Gaining insights from epidemiological data can prove instrumental in the development of health promotion strategies, particularly within vulnerable populations, such as indigenous groups. Consequently, our study aimed to investigate the prevalence of HIV infection within the indigenous population residing in the second-largest region of Brazil. Additionally, we sought to explore the subtypes of HIV-1 and detect any drug-resistance mutations present within this population. METHODS In this cross-sectional study, we aimed to evaluate the prevalence of HIV-1 infection and explore its associated characteristics within the indigenous population residing in the villages of Jaguapiru and Bororó, located in the Dourados area of Mato Grosso do Sul (MS), Brazil. Blood samples were collected for rapid HIV screening, serological tests, nucleic acid amplification, and HIV subtyping. Additionally, the HIV-1 viral load and CD4+ T lymphocyte count of the people living with HIV (PLHIV) were assessed at the time of recruitment and 24 weeks later. FINDINGS Out of the 2190 invited individuals, 1927 (88%) were included in this study. The average age of the participants was 34.2 (±13.8) years, with a majority of 74% being female. Moreover, 68.44% of the participants identified themselves as belonging to the Guarani-Kaiowa ethnic group. HIV seroprevalence was 0.93% (18/1927), and 73.22% (1411/1927) were unaware of their serological status. The prevalence of HIV-1 was higher in single indigenous people [10/617 (1.62%)], who received government benefits [14/1021 (1.37%)], had less than five years of formal education [11/685 (1.61%)], had sexual intercourse with users of injectable drugs [2/21 (9.52%)], with history of sexually transmitted infections (STIs) [10/62 (16.2%)] and incarceration [3/62 (4.84%)]. Of 18 positive samples, 44.4% (8/18) were successfully amplified, and HIV-1 subtype C was prevalent. Furthermore, we identified HIV-1 drug resistance mutations in four patients, specifically from the classes of Protease Inhibitor, Nucleoside Reverse Transcriptase Inhibitor, and Non-Nucleoside Reverse Transcriptase Inhibitor. Notably, three of these patients exhibited a high viral load even after 24 weeks of undergoing antiretroviral therapy. Out of the 18 PLHIV, 66.66% (12/18) had a viral load below 1000 copies/mL, while 50% (9/18) had a CD4+ T lymphocytes count greater than 350 cells/mL after 24 weeks of treatment. INTERPRETATION Despite the concerted efforts to control HIV infection, the prevalence observed in the indigenous population under study surpassed that reported in other Brazilian indigenous groups. This disparity highlights the disproportionate impact of the disease on this particular group. The detection of drug-resistance mutations further emphasizes the critical need to expand diagnostic coverage, closely monitor treatment strategies, and maintain ongoing molecular surveillance. These measures are imperative for enhancing HIV management within this vulnerable population. FUNDING This study was partially funded by Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq), Fundação de Apoio ao Desenvolvimento do Ensino, Ciência e Tecnologia do Estado de Mato Grosso do Sul (FUNDECT), Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES), Secretaria do Estado de Saúde (SES) of Governo do Estado de Mato Grosso do Sul, and Universidade Federal da Grande Dourados (UFGD).
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Affiliation(s)
- Erica C.S. Schnaufer
- Laboratório de Pesquisa em Ciências da Saúde, Universidade Federal da Grande Dourados (UFGD), Dourados, Mato Grosso do Sul, Brazil
| | - Marcelo S. Barbosa
- Laboratório de Pesquisa em Ciências da Saúde, Universidade Federal da Grande Dourados (UFGD), Dourados, Mato Grosso do Sul, Brazil
| | - Michele F.R. Marques
- Laboratório de Pesquisa em Ciências da Saúde, Universidade Federal da Grande Dourados (UFGD), Dourados, Mato Grosso do Sul, Brazil
| | - Gabriel T. Brito
- Laboratório de Pesquisa em Ciências da Saúde, Universidade Federal da Grande Dourados (UFGD), Dourados, Mato Grosso do Sul, Brazil
| | - Tiago S. Ferreira
- Laboratório de Pesquisa em Ciências da Saúde, Universidade Federal da Grande Dourados (UFGD), Dourados, Mato Grosso do Sul, Brazil
| | - Anny D.C. Ribeiro
- Laboratório de Pesquisa em Ciências da Saúde, Universidade Federal da Grande Dourados (UFGD), Dourados, Mato Grosso do Sul, Brazil
| | - Anna C. Valiente
- Laboratório de Pesquisa em Ciências da Saúde, Universidade Federal da Grande Dourados (UFGD), Dourados, Mato Grosso do Sul, Brazil
| | - Indianara R. Machado
- Distrito Sanitário Especial Indígena (DSEI), Dourados, Mato Grosso do Sul, Brazil
- Faculdade de Medicina, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Crhistinne C.M. Gonçalves
- Universidade Federal do Mato Grosso do Sul (UFMS), Campo Grande, Mato Grosso do Sul, Brazil
- Secretaria Estadual de Saúde (SES), Campo Grande, Mato Grosso do Sul, Brazil
| | - Tayana S.O. Tanaka
- Universidade Federal do Mato Grosso do Sul (UFMS), Campo Grande, Mato Grosso do Sul, Brazil
| | - Monick L. Guimarães
- Laboratório de AIDS e Imunologia Molecular, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz (FIOCRUZ), Rio de Janeiro, Rio de Janeiro, Brazil
| | - Suzana M. Ribeiro
- Laboratório de Pesquisa em Ciências da Saúde, Universidade Federal da Grande Dourados (UFGD), Dourados, Mato Grosso do Sul, Brazil
| | - Julio Croda
- Fundação Oswaldo Cruz (FIOCRUZ), Campo Grande, Mato Grosso do Sul, Brazil
- Faculdade de Medicina (FAMED), Universidade Federal do Mato Grosso do Sul, Campo Grande, Mato Grosso do Sul, Brazil
| | - Simone Simionatto
- Laboratório de Pesquisa em Ciências da Saúde, Universidade Federal da Grande Dourados (UFGD), Dourados, Mato Grosso do Sul, Brazil
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Senu E, Sakyi SA, Ayisi-Boateng NK, Enimil AK, Opoku S, Ansah RO, Aning BD, Ojuang DA, Wekesa DN, Ahmed FO, Okeke CB, Sarfo AD, Kwofie GS, Amoani B. Factors associated with anti-retroviral therapy (ART) adherence among adult people living with HIV (PLWH): A 5-year retrospective multi-centre study in Kumasi, Ghana. DIALOGUES IN HEALTH 2022; 1:100082. [PMID: 38515921 PMCID: PMC10954008 DOI: 10.1016/j.dialog.2022.100082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 11/17/2022] [Accepted: 11/18/2022] [Indexed: 03/23/2024]
Abstract
Background Combined antiretroviral therapy (cART) is the recommended treatment regimen for people living with HIV (PLWH). Long-term HIV treatment of over 95% adherence inhibits increase in viral load and boosts immune system performance. On the contrary, non-adherence results in treatment failure, accelerated development of HIV drug-resistance and increased mortality. However, there is paucity of data on the prevalence of antiretroviral therapy (ART) adherence and its associated factors in Ghana. We assessed the prevalence, sociodemographic and clinical factors associated with ART adherence among registered PLWH. Methods In a multi-centre hospital-based retrospective study, we collected data on 720 registered PLWH 18 years and above, who attend the HIV clinic at the University Hospital (KNUST), Komfo Anokye Teaching Hospital (KATH), and the Bomso Clinic, on ART and with up-to-date medical records. They were enrolled using a multistage sampling technique. Adherence was assessed retrospectively using missed doses and prescriptions renewal. All analysis were done using SPSS Version 26.0 and GraphPad prism version 8.0. Results Of 720 registered PLWH, 51.8% had good ART adherence, 35.3% had fair ART adherence and 12.9% had poor ART adherence. Those diagnosed at WHO stage II (aOR = 0.45, 95% CI: (0.30-0.68); p < 0.0001) and stage III (aOR = 0.40, 95% CI: (0.27-0.59) < 0.0001) were independently associated with lower chances of good adherence to ART. Moreover, those treated with AZT/3TC/EFV (aOR = 0.33, 95% CI: (0.16-0.68); p = 0.0030), and AZT/3TC/NVP (aOR = 0.50, 95% CI: (0.26-0.98); p = 0.0410) were independently associated with lower likelihood of good ART adherence. On the contrary, PLWH who have been on treatment for 4 years (aOR = 3.56, 95% CI: (1.10-11.54); p = 0.0340) was an independent predictor of good ART adherence. Conclusion About half of PLWH on treatment have good adherence to ART. Being diagnosed at WHO stage II and stage III, being treated with AZT/3TC/EFV, and AZT/3TC/NVP ART combination are associated with lesser chances of good ART adherence. However, increased duration of ART among PLWH influence good ART adherence. PLWH on ART should be monitored to achieve over 95% ART adherence for effective management of HIV/AIDS.
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Affiliation(s)
- Ebenezer Senu
- Department of Molecular Medicine, School of Medicine and Dentistry, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
- Department of Medical Diagnostics, Faculty of Allied Health Sciences, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Samuel Asamoah Sakyi
- Department of Molecular Medicine, School of Medicine and Dentistry, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | | | - Anthony Kwame Enimil
- Pediatric Infectious Disease Unit, Child Health Directorate, Komfo Anokye Teaching Hospital, Kumasi, Ghana
| | - Stephen Opoku
- Department of Molecular Medicine, School of Medicine and Dentistry, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
- Department of Medical Diagnostics, Faculty of Allied Health Sciences, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Richard Owusu Ansah
- Department of Medical Diagnostics, Faculty of Allied Health Sciences, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Bismark Dankwah Aning
- Department of Medical Diagnostics, Faculty of Allied Health Sciences, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Diana Atsieno Ojuang
- Department of Medical Diagnostics, Faculty of Allied Health Sciences, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Doreen Nafula Wekesa
- Department of Medical Diagnostics, Faculty of Allied Health Sciences, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Fatima Osman Ahmed
- Department of Medical Diagnostics, Faculty of Allied Health Sciences, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Chidinma B. Okeke
- Department of Medical Diagnostics, Faculty of Allied Health Sciences, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Ama Darkoaa Sarfo
- Department of Medical Diagnostics, Faculty of Allied Health Sciences, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | | | - Benjamin Amoani
- Department of Biomedical Science, School of Allied Health Sciences, University of Cape Coast, Cape Coast, Ghana
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Hossain F, Hasan M, Begum N, Mohan D, Verghis S, Jahan NK. Exploring the barriers to the antiretroviral therapy adherence among people living with HIV in Bangladesh: A qualitative approach. PLoS One 2022; 17:e0276575. [PMID: 36269716 PMCID: PMC9586390 DOI: 10.1371/journal.pone.0276575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Accepted: 10/10/2022] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION Since the evolution of highly active antiretroviral therapy (ART), a near-perfect ART adherence level (>95%) is needed to control viral suppression. Non-adherence to treatment may lead to acquired immunodeficiency syndrome (AIDS) and drug resistance. Though the Bangladesh government provides free treatment and counselling services to people living with human immunodeficiency virus (PLHIV), only 22% of the identified PLHIV continue treatment. Therefore, this study aims to explore the barriers that obstruct the Bangladeshi PLHIV to ensure ART adherence. METHODS We conducted a qualitative study in Dhaka, Bangladesh, and recruited the sensitive study population following non-probability, mainly purposive sampling from a community-based registered organization for PLHIV. We conducted the in-depth interview using a semi-structured guideline with 15 consented respondents. We transcribed the audio-recorded interviews in the local language (Bangla) and then translated those into English for data analysis. During the data extraction process, the lead and corresponding authors independently extracted raw data to generate different themes and sub-themes and invited other authors to contribute when they could not solve any discrepancies. RESULTS The study identified three significant categories of barriers at the individual, community, and institutional levels that negatively interfered with ART adherence. The most dominant barriers were discrimination and rejection related to stigma, as almost all participants mentioned these barriers. Stigmatizing attitudes and the discriminatory act of the community people and healthcare providers critically affected their treatment adherence. Other leading barriers were improper inventory management of ART-related medicines and CD4 tests and lack of proper counselling. In addition, we found that a positive approach toward life and family support motivated some respondents to overcome the barriers. CONCLUSIONS We recommended strengthening Bangladesh's HIV/AIDS prevention, treatment, and management program with a special focus on the improvement of the supply chain of ART-related medicines and CD4 tests and ensuring proper counselling. In addition, we recommended strengthening the behaviour change communication and IEC activities at a large scale to destigmatize health facilities and community levels.
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Affiliation(s)
- Fariha Hossain
- Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Selangor Darul Ehsan, Malaysia
| | | | | | - Devi Mohan
- Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Selangor Darul Ehsan, Malaysia
| | - Sharuna Verghis
- Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Selangor Darul Ehsan, Malaysia
| | - Nowrozy Kamar Jahan
- Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Selangor Darul Ehsan, Malaysia
- * E-mail:
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Ndikabona G, Alege JB, Kirirabwa NS, Kimuli D. Unsuppressed viral load after intensive adherence counselling in rural eastern Uganda; a case of Kamuli district, Uganda. BMC Public Health 2021; 21:2294. [PMID: 34922502 PMCID: PMC8684255 DOI: 10.1186/s12889-021-12366-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 12/01/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The East Central (EC) region of Uganda has the least viral suppression rate despite having a relatively low prevalence of human immunodeficiency virus (HIV). Although the viral suppression rate in Kamuli district is higher than that observed in some of the districts in the region, the district has one of the largest populations of people living with HIV (PLHIV). We sought to examine the factors associated with viral suppression after the provision of intensive adherence counselling (IAC) among PLHIV in the district. METHODS We reviewed records of PLHIV and used them to construct a retrospective cohort of patients that started and completed IAC during January - December 2019 at three high volume HIV treatment facilities in Kamuli district. We also conducted key informant interviews of focal persons at the study sites. We summarized the data descriptively, tested differences in the outcome (viral suppression after IAC) using chi-square and t-tests, and established independently associated factors using log-binomial regression analysis with robust standard errors at 5% statistical significance level using STATA version 15. RESULTS We reviewed 283 records of PLHIV. The mean age of the participants was 35.06 (SD 18.36) years. The majority of the participants were female (56.89%, 161/283). The viral suppression rate after IAC was 74.20% (210/283). The most frequent barriers to ART adherence reported were forgetfulness 166 (58.66%) and changes in the daily routine 130 (45.94). At multivariable analysis, participants that had a pre-IAC viral load that was greater than 2000 copies/ml [adjusted Prevalence Risk Ratio (aPRR)= 0.81 (0.70 - 0.93), p=0.002] and those that had a previous history of viral load un-suppression [aPRR= 0.79 (0.66 - 0.94), p=0.007] were less likely to achieve a suppressed viral load after IAC. ART drug shortages were rare, ART clinic working hours were convenient for clients and ART clinic staff received training in IAC. CONCLUSION Despite the consistency in drug availability, counselling training, flexible and frequent ART clinic days, the viral suppression rate after IAC did not meet recommended targets. A high viral load before IAC and a viral rebound were independently associated with having an unsuppressed viral load after IAC. IAC alone may not be enough to achieve viral suppression among PLHIV. To improve viral suppression rates after IAC, other complementary services should be paired with IAC.
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Affiliation(s)
- Geoffrey Ndikabona
- Institute of Public Health, Clarke International University, P.O. Box 7782, Uganda, Kampala
| | - John Bosco Alege
- Institute of Public Health, Clarke International University, P.O. Box 7782, Uganda, Kampala
| | | | - Derrick Kimuli
- Directorate of Socio-Economic Surveys, Uganda Bureau of Statistics, Kampala, Uganda, P.O. Box 7186, Kampala, Uganda.
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Getachew D, Eshetie A, Chekole DM. Modeling the longtiudnal change of viral load of HIV positive patients on antiretroviral therapy. COGENT MEDICINE 2021. [DOI: 10.1080/2331205x.2021.2008607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
Affiliation(s)
- Dawit Getachew
- Department of Statistics, College of Natural and Computational Science, Aksum University, Aksum, Ethiopia
| | - Aragaw Eshetie
- Department of Statistics, College of Natural and Computational Science, University of Gondar, Gondar, Ethiopia
| | - Dessie Melese Chekole
- Department of Statistics, College of Natural and Computational Science, University of Gondar, Gondar, Ethiopia
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Amico KR, Crawford J, Ubong I, Lindsey JC, Gaur AH, Horvath K, Goolsby R, Mueller Johnson M, Dallas R, Heckman B, Filipowicz T, Polier M, Rupp BM, Hudgens M. Correlates of High HIV Viral Load and Antiretroviral Therapy Adherence Among Viremic Youth in the United States Enrolled in an Adherence Improvement Intervention. AIDS Patient Care STDS 2021; 35:145-157. [PMID: 33960843 DOI: 10.1089/apc.2021.0005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
A sizable portion of youth (ages 13-24) living with HIV in the United States have unsuppressed viral load. The AIDS Interventions (ATN) 152 study [evaluating the Triggered Escalating Real-Time Adherence (TERA) intervention] baseline data were examined to identify correlates of high viremia (>5000 copies/mL) and self-reported adherence, which can help in planning of differentiated services for viremic youth. Depression, HIV-stigma, and cannabis use were common in this sample of 87 youth. Almost half (48%) had high viremia, which associated with enacted stigma, moderate- to high-risk alcohol use, mental health diagnosis, and age ≥21. Self-reported adherence was related to viral load and associated with mental and physical health functioning, depression, social support, self-confident decision-making, total and internalized stigma, adherence motivation, and report of a missed a care visit in the past 6 months. Mental health emerged as a common correlate of viral load and adherence. Clinical Trial Registration number: NCT03292432.
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Affiliation(s)
- K. Rivet Amico
- Department of Health Behavior and Health Education, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
| | - Jessica Crawford
- Department of Health Behavior and Health Education, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
| | - Ini Ubong
- Department of Health Behavior and Health Education, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
| | - Jane C. Lindsey
- Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Aditya H. Gaur
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Keith Horvath
- Department of Clinical Psychology, San Diego State University, San Diego, California, USA
| | - Rachel Goolsby
- Department of Biostatistics, Gillings School of Public Health, Collaborative Studies Coordinating Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Megan Mueller Johnson
- Department of Health Behavior and Health Education, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
| | - Ronald Dallas
- Department of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Barbara Heckman
- Frontier Science and Technology Research Foundation, Amherst, New York, USA
| | - Teresa Filipowicz
- Department of Biostatistics, Gillings School of Public Health, Collaborative Studies Coordinating Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Melissa Polier
- Department of Biostatistics, Gillings School of Public Health, Collaborative Studies Coordinating Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Betty M. Rupp
- Department of Biostatistics, Gillings School of Public Health, Collaborative Studies Coordinating Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Michael Hudgens
- Department of Biostatistics, Gillings School of Public Health, Collaborative Studies Coordinating Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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Matsena Zingoni Z, Chirwa TF, Todd J, Musenge E. A review of multistate modelling approaches in monitoring disease progression: Bayesian estimation using the Kolmogorov-Chapman forward equations. Stat Methods Med Res 2021; 30:1373-1392. [PMID: 33826459 PMCID: PMC7612622 DOI: 10.1177/0962280221997507] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
There are numerous fields of science in which multistate models are used, including biomedical research and health economics. In biomedical studies, these stochastic continuous-time models are used to describe the time-to-event life history of an individual through a flexible framework for longitudinal data. The multistate framework can describe more than one possible time-to-event outcome for a single individual. The standard estimation quantities in multistate models are transition probabilities and transition rates which can be mapped through the Kolmogorov-Chapman forward equations from the Bayesian estimation perspective. Most multistate models assume the Markov property and time homogeneity; however, if these assumptions are violated, an extension to non-Markovian and time-varying transition rates is possible. This manuscript extends reviews in various types of multistate models, assumptions, methods of estimation and data features compatible with fitting multistate models. We highlight the contrast between the frequentist (maximum likelihood estimation) and the Bayesian estimation approaches in the multistate modeling framework and point out where the latter is advantageous. A partially observed and aggregated dataset from the Zimbabwe national ART program was used to illustrate the use of Kolmogorov-Chapman forward equations. The transition rates from a three-stage reversible multistate model based on viral load measurements in WinBUGS were reported.
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Affiliation(s)
- Zvifadzo Matsena Zingoni
- Division of Epidemiology and Biostatistics, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.,National Institute of Health Research, Causeway, Harare, Zimbabwe
| | - Tobias F Chirwa
- Division of Epidemiology and Biostatistics, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Jim Todd
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - Eustasius Musenge
- Division of Epidemiology and Biostatistics, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
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Hodgkinson LM, Abwalaba RA, Arudo J, Barry M. Ten-year survival with analysis of gender difference, risk factors, and causes of death during 13 years of public antiretroviral therapy in rural Kenya. Medicine (Baltimore) 2020; 99:e20328. [PMID: 32481319 PMCID: PMC7249944 DOI: 10.1097/md.0000000000020328] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Revised: 04/15/2020] [Accepted: 04/18/2020] [Indexed: 12/26/2022] Open
Abstract
Evidence for why antiretroviral therapy (ART) outcomes differ by gender in developing countries has been inconclusive. In this first study to assess 10-year survival on ART in Kenya, our objective was to compare gender differences in survival for those who began ART as adults and as children. Kakamega County Referral Hospital (KCRH) is a tertiary rural hospital that has provided public ART to Kenyans since 2004. All patients enrolled in ART at KCRH who died between July 2004 and March 2017 and a sample of living patients were included in a survival analysis that bootstrapped sampled data. Case-cohort regressions identified adjusted hazard ratios. In total, 1360 patients were included in the study. Ten-year survival was 77% (95% confidence band [CB] 73-81%), significantly different for men (65%; 95% CB: 45-74%) and women (83%; 95% CB: 78-86%) who began therapy as adults. Ten-year survival was intermediate with no significant gender difference (76%; 95% CB: 69-81%) for patients who began therapy as children. Hazard of death was increased for men (hazard ratio [HR] 1.56; 95% confidence interval [CI] 1.13-2.17), infants (HR 2.87; 95% CI 1.44-5.74), patients with consistently poor clinic attendance (HR 3.94; 95% CI 3.19-4.86), and divorced patients (HR 2.25; 95% CI 1.19-4.25). Tuberculosis, diarrheal illnesses, human immunodeficiency virus (HIV) wasting syndrome, and malaria were leading causes of death. Survival was significantly lower for men than for women in all time periods, but only for patients who began therapy as adults, indicating against biological etiologies for the gender mortality difference.
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Affiliation(s)
- Luqman Mushila Hodgkinson
- Center for Innovation in Global Health
- Stanford University School of Medicine, Stanford University, Stanford, USA
- Masinde Muliro University of Science and Technology School of Medicine
| | - Roselyne Asiko Abwalaba
- Department of Clinical Nursing and Health Informatics, Masinde Muliro University of Science and Technology
- Kakamega County Referral Hospital, Kakamega, Kenya
| | - John Arudo
- Department of Clinical Nursing and Health Informatics, Masinde Muliro University of Science and Technology
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