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1.
Clin Infect Dis ; 79(1): 189-195, 2024 Jul 19.
Article in English | MEDLINE | ID: mdl-38207125

ABSTRACT

BACKGROUND: Long-acting (LA) injectable therapy with cabotegravir (CAB) and rilpivirine (RPV) is currently used as maintenance treatment for human immunodeficiency virus type 1, and has a low risk for virological failure (VF). Although the risk is low, the circumstances and impact of VF in the real-world setting merit further evaluation. METHODS: We performed an in-depth clinical, virological, and pharmacokinetic analysis on the reasons behind and the impact of VF during LA CAB/RPV therapy in 5 cases from the Netherlands. Genotypic resistance testing was performed after the occurrence of VF, and drug plasma (trough) concentrations were measured after VF was established and on any other samples to assess on-treatment drug levels. CAB and RPV drug levels that were below the first quartile of the population cutoff (≤Q1) were considered to be low. RESULTS: Five cases who were eligible for LA CAB/RPV experienced VF despite a low predicted risk at baseline. Genotypic resistance testing revealed extensive selection of nonnucleoside reverse transcriptase inhibitor-associated mutations in all cases, and integrase strand transfer inhibitor mutations in 4 cases. All cases displayed low drug levels of either CAB, RPV, or both during the treatment course, likely contributing to the occurrence of VF. In 3 cases, we were able to identify the potential mechanisms behind these low drug levels. CONCLUSIONS: This is the first in-depth multiple case analysis of VF on LA CAB/RPV therapy in a real-world setting. Our observations stress the need to be aware for (evolving) risk factors and the yield of a comprehensive clinical, virological, and pharmacokinetic approach in case of failure.


Subject(s)
Anti-HIV Agents , Drug Resistance, Viral , HIV Infections , HIV-1 , Pyridones , Rilpivirine , Treatment Failure , Humans , Rilpivirine/therapeutic use , Rilpivirine/pharmacokinetics , Rilpivirine/administration & dosage , HIV Infections/drug therapy , HIV Infections/virology , Pyridones/pharmacokinetics , Pyridones/therapeutic use , Pyridones/administration & dosage , Male , Anti-HIV Agents/pharmacokinetics , Anti-HIV Agents/therapeutic use , Anti-HIV Agents/administration & dosage , HIV-1/drug effects , HIV-1/genetics , Middle Aged , Adult , Female , Netherlands , Viral Load/drug effects , Genotype , Diketopiperazines
2.
HIV Med ; 25(2): 299-305, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37807595

ABSTRACT

OBJECTIVES: Although widely recommended, data on bictegravir/emtricitabine/tenofovir alafenamide (BIC/FTC/TAF) efficacy in HIV-1-infected children/adolescents are mainly extrapolated from studies in adults and one paediatric trial in which subjects have good treatment adherence. This study aimed to provide data about the risk of virological failure (VF) and acquired genotypic resistance in children and adolescents receiving BIC/FTC/TAF in a real-world setting. METHODS: This retrospective monocentric study included 74 paediatric patients who received BIC/FTC/TAF during ≥6 months in 2019-2023. VF was defined as not achieving a plasma viral load <50 copies/mL within 6 months of BIC/FTC/TAF initiation or as experiencing virological rebound ≥50 copies/mL. RESULTS: Most patients were antiretroviral therapy (ART)-experienced (93.2%), previously exposed to integrase inhibitors (85.1%) and displayed viral suppression at baseline (67.6%). Their median age was 11.2 years [interquartile range (IQR): 8.8-15.2]. BIC/FTC/TAF introduction reduced treatment burden in most ART-experienced subjects. Genotypic susceptibility score of BIC/FTC/TAF was ≥2 in all cases. Median follow-up was 40 months (IQR: 21-46). VF occurred in 28 people (37.8%), more frequently in the case of VF versus viral suppression at baseline (68% vs. 26%, P = 0.02). BIC/FTC/TAF was interrupted for suspected intolerance in only one case (1.4%). Nucleoside reverse transcriptase inhibitor (NRTI) mutation (T69D/N) emerged in one patient (3.6% of VF) after 47 months of continuous detectable viraemia while on ART. No acquisition of mutations in the integrase gene was observed. CONCLUSION: Because of its high genetic barrier to resistance, BIC/FTC/TAF could be especially useful in the paediatric population, in which the risk of poor treatment adherence and VF is high.


Subject(s)
Alanine , Amides , Anti-HIV Agents , HIV Infections , Piperazines , Pyridones , Tenofovir , Adolescent , Adult , Child , Humans , Anti-HIV Agents/therapeutic use , Drug Combinations , Emtricitabine/therapeutic use , Heterocyclic Compounds, 3-Ring/therapeutic use , HIV Infections/drug therapy , Retrospective Studies , Tenofovir/analogs & derivatives
3.
HIV Med ; 25(1): 107-116, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37721192

ABSTRACT

OBJECTIVES: Our objective was to characterize longitudinal patterns of viraemia and factors associated with viral suppression in people with HIV and low-level viraemia (LLV) during antiretroviral therapy (ART). METHODS: We included people with HIV in the EuResist Integrated Database with LLV following ART initiation after 2005. LLV was defined as two or more consecutive viral load (VL) measurements of 51-199 copies/mL 30-365 days apart after >12 months of ART. Viraemia patterns were analyzed over 24 months. Factors associated with viral suppression at 12 months after LLV episodes were identified using univariable and multivariable logistic regression. RESULTS: Of 25 113 people with HIV, 2474 (9.9%) had LLV. Among 1387 participants with 24 months of follow-up after LLV, 406 (29%) had persistent suppression, 669 (48%) had transient viraemic episodes, 29 (2%) had persistent LLV, and 283 (20%) had virological failure. Following LLV episodes, the proportion with detectable viraemia declined (p for trend <0.001 and 0.034, in the first and second year, respectively). At 12 months, 68% had undetectable VL, which was associated with suppression before LLV (adjusted odds ratio [aOR] 1.7; 95% confidence interval [CI] 1.2-2.4) and ART modification after LLV (aOR 1.6; 95% CI 1.0-2.4). The following factors were negatively associated with undetectable VL at 12 months: higher VL during LLV (aOR 0.57 per log10 copies/mL; 95% CI 0.37-0.89), injecting drug use (aOR 0.67; 95% CI 0.47-0.96), and regimens with protease inhibitors (aOR 0.65; 95% CI 0.49-0.87) or combined anchor drugs (aOR 0.52; 95% CI 0.32-0.85). CONCLUSION: Most people with LLV did not experience sustained viral suppression during 24-month follow-up, supporting the association between LLV and inferior treatment outcome.


Subject(s)
Anti-HIV Agents , HIV Infections , Humans , HIV Infections/drug therapy , Viremia/drug therapy , Viral Load , Treatment Outcome , Protease Inhibitors/therapeutic use , Anti-HIV Agents/therapeutic use
4.
HIV Med ; 25(7): 852-861, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38663865

ABSTRACT

OBJECTIVE: To study the prevalence of low-level viraemia (LLV) and its association with virological failure (VF). METHODS: We conducted a retrospective analysis of 3498 participants at YRG CARE, Chennai, India (2013-2018) on antiretroviral therapy (ART) for ≥6 months with two or more plasma viral load (pVL) measurements. Results were stratified for those with pVL <1000 copies/mL: fully suppressed (FS) (pVL <40), low-LLV (pVL 40-199), mid-LLV (pVL 200-399), and high-LLV (pVL 400-999). The study assessed the association with VF (pVL >1000 copies/mL) using Cox proportional hazard model. RESULTS: Among 3498 participants, 2965 (84.8%) were FS and 533 (15.2%) were LLV. During the follow-up, 348 (10%) experienced VF, with 222 (6.3%) experienced after LLV (42% of LLV) and 126 (3.6%) experienced after FS (4.3% of FS). When compared with FS, those with LLV had a greater risk of VF [adjusted hazard ratio (aHR) = 12.7; 95% confidence interval (CI): 10.2-15.9]. First-line participants had a higher VF incidence (aHR = 15.8, 95% CI: 11.4-21.9) than second-line participants (aHR = 5.6, 95% CI: 4.1-7.7). Those with high-LLV had the highest VF risk (aHR = 22.856, 95% CI: 15.204-34.359 vs. aHR = 8.186, 95% CI: 5.564-12.043, for first-line vs. second-line participants, respectively), followed by those with mid-LLV (aHR = 13.375, 95% CI: 8.327-21.483 vs. aHR = 6.261, 95% CI: 4.044-9.695) and low-LLV (aHR = 12.976, 95% CI: 7.974-21.118 vs. aHR = 4.158, 95% CI: 2.826-6.119). CONCLUSIONS: The prevalence of LLV was intermediate in our study population. There was a higher risk of VF among individuals with LLV, and this risk increased with the increasing levels of LLV. Close monitoring of individuals experiencing LLV could help in the early identification of VF.


Subject(s)
HIV Infections , HIV-1 , Viral Load , Viremia , Humans , Retrospective Studies , Male , HIV Infections/drug therapy , HIV Infections/virology , HIV Infections/epidemiology , Female , India/epidemiology , Adult , Viremia/drug therapy , Viremia/epidemiology , HIV-1/drug effects , Longitudinal Studies , Middle Aged , Treatment Failure , Anti-HIV Agents/therapeutic use , Proportional Hazards Models
5.
Trop Med Int Health ; 29(1): 42-56, 2024 01.
Article in English | MEDLINE | ID: mdl-38009461

ABSTRACT

OBJECTIVES: Australia has made significant progress towards achieving the UNAIDS's 95-95-95 cascade targets including HIV viral suppression. To investigate the burden of HIV viraemia, we assessed viral blips, low-level viraemia (LLV) and virologic failure (VF) in an Australian cohort. METHODS: We studied the proportion of people with viral suppression, viral blips, LLV and VF in the Australian HIV observational database (AHOD) between 2010 and 2021. The association between blips or LLV, and VF was investigated using Cox regression, and predictors of viral blips and LLV were assessed using repeated-measured logistic regression. RESULTS: Among 2544 AHOD participants who were in follow-up and on antiretroviral therapy (ART) from 1 January 2010 (88.7% male), 444 had experienced VF (incidence rate: 2.45 [95% CI: 2.23-2.69] per 100 person-years [PY]) during 18,125 PY of follow-up (a median of 7.6 years). The proportion of people with VF decreased over time, whereas rates of blips and LLV remained stable. Participants with blips (hazard ratio, 2.89; 95% CI: 2.31-3.61) and LLV (4.46; 95% CI: 3.38-5.89) were at increased risk of VF. Hepatitis B co-infection, longer documented treatment interruption duration, younger age and lower CD4 at ART initiation, and protease inhibitors-based initial regimen were associated with an increased risk of VF. Common predictors of blips and LLV such as higher HIV-1 RNA and lower CD4 at ART initiation, longer treatment interruption, more VL testing and types of care settings (hospitals vs. sexual health services) were identified. CONCLUSIONS: Blips and LLV predict subsequent VF development. We identified important predictors of HIV viraemia including VF among individuals on INSTI-based regimens to help direct HIV management plans.


Subject(s)
Anti-HIV Agents , HIV Infections , HIV-1 , Hepatitis B , Humans , Male , Female , Anti-HIV Agents/therapeutic use , Viremia/drug therapy , Viremia/epidemiology , Treatment Failure , Australia/epidemiology , HIV Infections/drug therapy , HIV Infections/epidemiology , Viral Load , Hepatitis B/drug therapy
6.
BMC Infect Dis ; 24(1): 358, 2024 Mar 28.
Article in English | MEDLINE | ID: mdl-38549051

ABSTRACT

BACKGROUND: HIV virological failure is one of the main problems in HIV-infected patients, and identifying the main predictors of such treatment failure may help in combating HIV/AIDS. METHODOLOGY: This cross-sectional study included 1800 HIV-infected patients with either virological failure or treatment response. HIV viral load, CD4 count, and other tests were performed. Statistical analysis was used to determine the predictors of virological failure. RESULTS: Clinical stage, treatment with reverse transcriptase inhibitors (RTIs), under therapy for three years or more, suboptimal adherence to antiretroviral treatment (ART), age > 40 years, CD4 count < 200 cells/mm3, unemployment, being infected through sex, and the presence of symptoms were the predominant risk factors for virological failure. In addition, 55% of patients who experienced virological failure failed to experience immunological and/or clinical failure. CONCLUSION: As the first study in southern Iran and the second in Iran, Iranian policymakers should focus on intensive counseling and adherence support and emphasize more effective treatment regimens such as protease and integrase inhibitors (PIs and INTIs), to increase the chance of a treatment response to ART. The accuracy of identifying clinical and immunological criteria in resource-limited settings is not promising. The present findings can be used to determine effective measures to control HIV treatment failure and design efficient strategies for the ambitious 95-95-95 plan.


Subject(s)
Anti-HIV Agents , HIV Infections , Adult , Humans , Iran , Cross-Sectional Studies , Anti-Retroviral Agents/therapeutic use , Anti-Retroviral Agents/pharmacology , Treatment Failure , Viral Load , CD4 Lymphocyte Count , Antiretroviral Therapy, Highly Active
7.
BMC Infect Dis ; 24(1): 1068, 2024 Sep 28.
Article in English | MEDLINE | ID: mdl-39342155

ABSTRACT

BACKGROUND: HIV/AIDS has left a profound impact, leading to significant mortality, morbidity, economic strain, and disability on a global scale. The introduction of antiretroviral therapy (ART) has played a pivotal role in mitigating the economic burden of HIV and enhancing overall productivity. However, the emergence of virological failure presents a critical contemporary challenge within global health, reflecting the complexity of effectively managing HIV treatment outcomes in the 21st century. METHODS: An institutional based, cross-sectional study was conducted. Data were collected using a pretested, structured checklist. Data were edited and cleaned using Microsoft Excel 2016 and analyzed using SPSS version 25. Baseline demographic and clinical data were summarized using descriptive statistics. Multiple logistic regression analysis was run to identify association between dependent and independent variables, by computing odds ratio and 95% confidence interval. A p-value < 0.05 was considered significant. RESULTS: The study delved into the health profile of 117 individuals who were receiving treatment with a third-line antiretroviral therapy (ART) regimen. The findings revealed that the median age of the participants stood at 44 (IQR = ± 17) years and male accounted 53%. The median duration of after HIV diagnosis was found to be 14.25 (± IQR = 5.71) years. Overall virological suppression after third line ART was 76.9% at 6 months. Following adjustment with multiple variable logistic regression, good adherence to medication showed statistical significance in achieving virologic suppression (AOR = 8.48(95% CI: 2.3-30.8), p = 0.001). In contrast, the absence of a change in the second line regimen (AOR = 3.0(95% CI: 0.36-24.8), p = 0.31) and receiving second-line medication for less than three years (AOR = 1.07(95% CI: 0.39-2.95), p = 0.89), and baseline viral load above 100,000 (AOR = 1.74(0.64-2.95), p = 0.27) shows statistically non-significant association with virologic suppression. CLINICAL TRIAL NUMBER: Not applicable. CONCLUSION: This multicenter study provides strong evidence on virological suppression following the use of third-line antiretroviral therapy drugs in Ethiopia. The results of the study indicate rate of Virological suppression after starting third-line ART drugs is significantly linked to good adherence.


Subject(s)
Anti-HIV Agents , HIV Infections , Viral Load , Humans , Male , Ethiopia/epidemiology , Female , HIV Infections/drug therapy , HIV Infections/virology , Cross-Sectional Studies , Adult , Middle Aged , Anti-HIV Agents/therapeutic use , Viral Load/drug effects , Young Adult , Treatment Outcome
8.
BMC Infect Dis ; 24(1): 1057, 2024 Sep 27.
Article in English | MEDLINE | ID: mdl-39333946

ABSTRACT

BACKGROUND: In Uganda, 20% (19,073/94,579) of children and adolescents (0-19 years) living with HIV (CALHIV) were receiving second-line antiretroviral therapy (ART) by the end of March 2020. Data on incidence and predictors of virological failure among these CALHIV on second-line ART is limited. Lack of this information and limited access to HIV drug resistance testing prevents early identification of CALHIV at risk of virological failure on second-line ART. The aim of this study was to determine the incidence and predictors of virological failure among CALHIV on second-line ART in Uganda. METHODOLOGY: This was a retrospective cohort study of all CALHIV aged 0-19 years who were switched to second-line ART regimen between June 2010 and June 2019 at the Baylor Uganda Centre of Excellence clinic. Data was analysed using STATA 14. Cumulative incidence curves were used to assess incidence of virological failure. Factors associated with virological failure were identified using sub-distributional hazard regression analysis for competing risks considering death, transfer out and loss to follow-up as competing risks. RESULTS: Of 1104 CALHIV, 53% were male. At switch to Protease Inhibitor (PI) based second-line ART, majority (47.7%) were aged 5 - 9 years,56.2% had no/mild immune suppression for age while 77% had viral load copies < 100,000 copies/mL. The incidence of virological failure on second-line ART regimen among CALHIV was 3.9 per 100 person-years (PY) with a 10-year cumulative incidence rate of 32%. Factors significantly associated with virological failure were age 10 - 19 years (HR 3.2, 95% 1.6 - 6.2, p < 0.01) and HIV viral load count > 100,000 copies/mL (HR 2.2, 95% CI 1.5 - 3.1), p < 0.01) prior to second-line ART switch. CONCLUSION: Treatment outcomes for children and adolescents on second-line ART are favourable with one third of them developing virological failure at 10 years of follow up. Adolescent age group and high HIV viral load at the start of second-line ART were significantly associated with virological failure on second-line ART. There is need to determine optimal strategies to improve ART treatment outcomes among adolescents with high viral load counts at second-line ART switch.


Subject(s)
Anti-HIV Agents , HIV Infections , Treatment Failure , Viral Load , Humans , Uganda/epidemiology , HIV Infections/drug therapy , HIV Infections/epidemiology , HIV Infections/virology , Retrospective Studies , Child , Adolescent , Male , Child, Preschool , Female , Incidence , Infant , Viral Load/drug effects , Anti-HIV Agents/therapeutic use , Infant, Newborn , Young Adult
9.
Clin Infect Dis ; 77(4): 593-605, 2023 08 22.
Article in English | MEDLINE | ID: mdl-37052343

ABSTRACT

BACKGROUND: There are conflicting data regarding baseline determinants of virological nonsuppression outcomes in persons with human immunodeficiency virus (HIV) starting antiretroviral treatment (ART). We evaluated the impact of different baseline variables in the RESPOND cohort. METHODS: We included treatment-naive participants aged ≥18 who initiated 3-drug ART, in 2014-2020. We assessed the odds of virological suppression (VS) at weeks 48 and 96 using logistic regression. Viral blips, low-level viremia (LLV), residual viremia (RV), and virological failure (VF) rates were assessed using Cox regression. RESULTS: Of 4310 eligible participants, 72% started integrase strand transfer inhibitor (INSTI)-based regimens. At 48 and 96 weeks, 91.0% and 93.3% achieved VS, respectively. At 48 weeks, Kaplan-Meier estimates of rates were 9.6% for viral blips, 2.1% for LLV, 22.2% for RV, and 2.1% for VF. Baseline HIV-1 RNA levels >100 000 copies/mL and CD4+ T-cell counts ≤200/µL were negatively associated with VS at weeks 48 (adjusted odds ratio, 0.51 [95% confidence interval, .39-.68] and .40 [.27-.58], respectively) and 96 and with significantly higher rates of blips, LLV, and RV. CD4+ T-cell counts ≤200/µL were associated with higher risk of VF (adjusted hazard ratio, 3.12 [95% confidence interval, 2.02-4.83]). Results were consistent in those starting INSTIs versus other regimens and those starting dolutegravir versus other INSTIs. CONCLUSIONS: Initial high HIV-1 RNA and low CD4+ T-cell counts are associated with lower rates of VS at 48 and 96 weeks and higher rates of viral blips, LLV, and RV. Low baseline CD4+ T-cell counts are associated with higher VF rates. These associations remain with INSTI-based and specifically with dolutegravir-based regimens. These findings suggest that the impact of these baseline determinants is independent of the ART regimen initiated.


Subject(s)
HIV Infections , HIV Integrase Inhibitors , HIV-1 , RNA, Viral , Humans , CD4-Positive T-Lymphocytes , Cohort Studies , HIV Infections/drug therapy , HIV Integrase Inhibitors/therapeutic use , HIV-1/genetics , HIV-1/isolation & purification , Prospective Studies , Viral Load , Viremia/drug therapy , RNA, Viral/blood
10.
J Hepatol ; 78(2): 260-270, 2023 02.
Article in English | MEDLINE | ID: mdl-36152766

ABSTRACT

BACKGROUND & AIMS: Population-level uptake of direct-acting antiviral (DAA) treatment for hepatitis C virus (HCV) infection, including retreatment, can be estimated through administrative pharmaceutical dispensation data. However, the reasons for retreatment are not captured in these data. We developed a machine learning model to classify retreatments as reinfection or treatment failure at a national level. METHODS: Retreatment data from the REACH-C cohort (n = 10,843 treated with DAAs; n = 320 retreatments with known reason), were used to train a random forest model. Nested cross validation was undertaken to assess model performance and to optimise hyperparameters. The model was applied to data on DAA retreatment dispensed during 2016-2021 in Australia, to identify the reason for retreatment (treatment failure or reinfection). RESULTS: Average predictive accuracy, precision, sensitivity, specificity and F1-score for the model were 96.3%, 96.5%, 96.3%, 96.3% and 96.3%, respectively. Nationally, 95,272 individuals initiated DAAs, with treatment uptake declining from 32,454 in 2016 to 6,566 in 2021. Of those treated, 6,980 (7%) were retreated. Our model classified 51.8% (95% CI 46.7-53.6%; n = 3,614) of cases as reinfection and 48.2% (95% CI 46.4-53.3%; n = 3,366) as treatment failure. Retreatment for reinfection increased steadily over the study period from 14 in 2016 to 1,092 in 2020, stabilising in 2021. Retreatment for treatment failure increased from 73 in 2016 to 1,077 in 2019, then declined to 515 in 2021. Among individuals retreated for treatment failure, 50% had discontinued initial treatment. CONCLUSIONS: We used a novel methodology with high classification accuracy to evaluate DAA retreatment patterns at a national level. Increases in retreatment uptake for treatment failure corresponded to the availability of pangenotypic and salvage regimens. Increasing retreatment uptake for reinfection likely reflects increasing reinfection incidence. IMPACT AND IMPLICATIONS: This study used machine learning methodologies to analyse national administrative data and characterise trends in HCV retreatment due to reinfection and treatment failure. Retreatment for reinfection increased over time, reflecting increasing numbers of people at risk for reinfection following HCV cure. Increased retreatment for treatment failure corresponded to the availability of pangenotypic and salvage DAA regimens. The findings of this study can be used by public health agencies and policy makers to guide and assess HCV elimination strategies, while the novel methodology for monitoring trends in HCV retreatment has the potential to be used in other settings, and health conditions.


Subject(s)
Hepatitis C, Chronic , Hepatitis C , Humans , Antiviral Agents/therapeutic use , Hepacivirus , Reinfection/drug therapy , Hepatitis C, Chronic/drug therapy , Hepatitis C, Chronic/epidemiology , Hepatitis C/drug therapy , Hepatitis C/epidemiology , Australia/epidemiology , Retreatment , Treatment Failure
11.
AIDS Behav ; 27(12): 3863-3885, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37382825

ABSTRACT

A large proportion of people living with HIV (PLHIV) in sub-Saharan Africa reside in rural areas. Knowledge of enablers and barriers of adherence to antiretroviral treatment (ART) in these populations is limited. We conducted a cohort study of 501 adult PLHIV on ART at a rural South African treatment facility as a sub-study of a clinical trial (ClinicalTrials.gov NCT03357588). Socio-economic, psychosocial and behavioral characteristics were assessed as covariates of self-reported adherence difficulties, suboptimal pill count adherence and virological failure during 96 weeks of follow-up. Male gender was an independent risk factor for all outcomes. Food insecurity was associated with virological failure in males. Depressive symptoms were independently associated with virological failure in both males and females. Household income and task-oriented coping score were protective against suboptimal pill-count adherence. These results underscore the impact of low household income, food insecurity and depression on outcomes of ART in rural settings and confirm other previously described risk factors. Recognition of these factors and targeted adherence support strategies may improve patient health and treatment outcomes.


Subject(s)
Anti-HIV Agents , HIV Infections , Adult , Female , Humans , Male , HIV Infections/drug therapy , HIV Infections/epidemiology , HIV Infections/psychology , Cohort Studies , Medication Adherence , Anti-HIV Agents/therapeutic use , Rural Population , South Africa/epidemiology , Anti-Retroviral Agents/therapeutic use , Treatment Adherence and Compliance
12.
Health Qual Life Outcomes ; 21(1): 94, 2023 Aug 21.
Article in English | MEDLINE | ID: mdl-37605150

ABSTRACT

BACKGROUND: Antiretroviral treatment improves health related quality of life (HRQoL) of people with human immunodeficiency virus (PWH). However, one third initiating first-line treatment experience virological failure and the determinants of HRQoL in this key population are unknown. Our study aims to identify determinants of among PWH failing antiretroviral treatment in sub-Saharan Africa. METHODS: We analysed data from a cohort of PWH having virological failure (> 1,000 copies/mL) on first-line ART in South Africa and Uganda. We measured HRQoL using the EuroQOL EQ-5D-3L and used a two-part regression model to obtain by-country analyses for South Africa and Uganda. The first part identifies risk factors that were associated with the likelihood of participants reporting perfect health (utility = 1) versus non-perfect health (utility < 1). The second part identifies risk factors that were associated with the EQ-5 L-3L utility scores for participants reporting non-perfect health. We performed sensitivity analyses to compare the results between the two-part model using tobit models and ordinary least squares regression. RESULTS: In both countries, males were more likely to report perfect health and participants with at least one comorbidity were less likely to report perfect health. In South Africa, participants with side effects and in Uganda those with opportunistic infections were also less likely to report perfect health. In Uganda, participants with 100% ART adherence were more likely to report perfect health. In South Africa, high HIV viral load, experiencing ART side effects, and the presence of opportunistic infections were each associated with lower HRQoL, whereas participants with 100% ART adherence reported higher HRQoL. In Uganda participants with lower CD4 count had lower HRQoL. CONCLUSION: Markers of advanced disease (opportunistic infection, high viral load, low CD4), side effects, comorbidities and lack of ART adherence negatively impacted HRQoL for PWH experiencing virological failure. TRIAL REGISTRATION: ClinicalTrials.gov: NCT02787499.


Subject(s)
HIV Infections , Opportunistic Infections , Male , Humans , HIV , Quality of Life , South Africa/epidemiology , Anti-Retroviral Agents , HIV Infections/drug therapy , HIV Infections/epidemiology
13.
BMC Med Inform Decis Mak ; 23(1): 75, 2023 04 21.
Article in English | MEDLINE | ID: mdl-37085851

ABSTRACT

BACKGROUND: Treatment with effective antiretroviral therapy (ART) reduces viral load as well as HIV-related morbidity and mortality in HIV-positive patients. Despite the expanded availability of antiretroviral therapy around the world, virological failure remains a serious problem for HIV-positive patients. Thus, Machine learning predictive algorithms have the potential to improve the quality of care and predict the needs of HIV patients by analyzing huge amounts of data, and enhancing prediction capabilities. This study used different machine learning classification algorithms to predict the features that cause virological failure in HIV-positive patients. METHOD: An institution-based secondary data was used to conduct patients who were on antiretroviral therapy at the University of Gondar Comprehensive and Specialized Hospital from January 2020 to May 2022. Patients' data were extracted from the electronic database using a structured checklist and imported into Python version three software for data pre-processing and analysis. Then, seven supervised classification machine-learning algorithms for model development were trained. The performances of the predictive models were evaluated using accuracy, sensitivity, specificity, precision, f1-score, and AUC. Association rule mining was used to generate the best rule for the association between independent features and the target feature. RESULT: Out of 5264 study participants, 1893 (35.06%) males and 3371 (64.04%) females were included. The random forest classifier (sensitivity = 1.00, precision = 0.987, f1-score = 0.993, AUC = 0.9989) outperformed in predicting virological failure among all selected classifiers. Random forest feature importance and association rules identified the top eight predictors (Male, younger age, longer duration on ART, not taking CPT, not taking TPT, secondary educational status, TDF-3TC-EFV, and low CD4 counts) of virological failure based on the importance ranking, and the CD-4 count was recognized as the most important predictor feature. CONCLUSION: The random forest classifier outperformed in predicting and identifying the relevant predictors of virological failure. The results of this study could be very helpful to health professionals in determining the optimal virological outcome.


Subject(s)
Anti-HIV Agents , HIV Infections , Female , Humans , Male , HIV Infections/drug therapy , Ethiopia/epidemiology , CD4 Lymphocyte Count , Machine Learning , Hospitals , Anti-HIV Agents/therapeutic use
14.
HIV Med ; 23 Suppl 1: 72-83, 2022 03.
Article in English | MEDLINE | ID: mdl-35293102

ABSTRACT

OBJECTIVES: We evaluated the impact of low-level viremia (LLV) on virological failure and immune reconstitution among people living with human immunodeficiency virus type 1 (HIV-1) treated with different antiretroviral regimens in Beijing, China. METHODS: Human immunodeficiency virus type 1-positive adults who were registered at an infectious disease hospital in Beijing between January 1, 2005 and January 1, 2020 were administered antiretroviral therapy (ART) and whose viral load and CD4 counts were monitored were included in this retrospective cohort study. Univariate and multivariate logistic regression analyses were performed to identify risk factors associated with LLV in patients on different ART regimens. Cox proportional hazard model was employed to analyze the virological suppression and immune reconstitution cumulative probability in patients with LLV during follow-up. RESULTS: A total of 10 124 HIV-1-infected participants was included. LLV occurred in 723 (8.2%), 204 (10.9%), 133 (8.6%), and 53 (14.4%) patients on first-line ART, second-line ART, third-line ART, and simplified regimens, respectively. Virological failure occurred in 514 (5.8%), 289 (15.5%), 86 (5.5%), and 34 (9.2%) patients on first-line ART, second-line ART, third-line ART, and simplified regimens, respectively. Earlier enrollment, lower baseline CD4 count, and higher baseline viral load were risk factors associated with LLV. LLV was related to increased hazards of virological failure compared to viral suppression of ≤50 copies/ml for those on first-line ART. CONCLUSIONS: The risk of virological failure and poor immune reconstitution increases when LLV occurs. Targeted viral load and CD4 count monitoring are recommended for people living with HIV-1 with LLV to improve health-related outcomes.


Subject(s)
Anti-HIV Agents , HIV Infections , HIV-1 , Adult , Anti-HIV Agents/therapeutic use , Anti-Retroviral Agents/therapeutic use , Antiretroviral Therapy, Highly Active , Beijing/epidemiology , CD4 Lymphocyte Count , HIV Infections/drug therapy , Humans , Retrospective Studies , Viral Load , Viremia/drug therapy
15.
HIV Med ; 23 Suppl 1: 64-71, 2022 03.
Article in English | MEDLINE | ID: mdl-35293103

ABSTRACT

INTRODUCTION: We aimed to investigate the relationship between low-level viremia (LLV) and virological failure (VF), death, and non-AIDS events (NAEs). METHODS: A prospective cohort study of people living with HIV (PLHIV) on antiretroviral therapy (ART) was conducted from 2011-2018 at an HIV clinic in Shenyang, China. The incidence of VF and the mortality and NAEs due to LLV were assessed. Cox proportional hazards regression was performed to investigate risk factors for VF, mortality, and NAEs. RESULTS: In total, 1288 patients, contributing 3915 person-years of follow-up (median follow-up, 2.5 years [interquartile range: 2-4 years]), were enrolled. Thirty-one patients (2.4%) experienced VF, 5 (0.4%) died, and 38 (3.0%) experienced NAEs. The risk of VF was significantly increased among patients with a viral load (VL) of 200-499 copies/mL (adjusted hazard ratio [aHR]: 14.92, 95% confidence interval [CI]: 5.92-37.60) or 500-999 copies/mL (aHR: 13.68, 95% CI: 3.61-51.87), but not among patients with a VL of 50-199 copies/mL (aHR: 3.10, 95% CI: 0.86-11.09). The risk of NAEs was significantly increased among patients with LLV (aHR: 7.33, 95% CI: 3.73-14.42). Compared to no LLV, a VL of 50-199 copies/mL (aHR: 4.11, 95% CI: 1.73-9.74), 200-499 copies/mL (aHR: 18.31, 95% CI: 6.66-50.33), and 500-999 copies/mL (aHR: 21.34, 95% CI: 5.69-80.01) showed higher risk of NAEs. CONCLUSION: Low-level viremia was associated with VF and NAEs. Patients with LLV, especially those with a VL ≥200 copies/mL, may need more frequent VL testing and NAE screening.


Subject(s)
Acquired Immunodeficiency Syndrome , Anti-HIV Agents , HIV Infections , HIV-1 , Acquired Immunodeficiency Syndrome/drug therapy , Anti-HIV Agents/therapeutic use , Antiretroviral Therapy, Highly Active , HIV Infections/drug therapy , Humans , Prospective Studies , Viral Load , Viremia/drug therapy , Viremia/epidemiology
16.
HIV Med ; 23(8): 825-836, 2022 09.
Article in English | MEDLINE | ID: mdl-35234328

ABSTRACT

OBJECTIVES: To pinpoint factors associated with low-level viraemia (LLV) and virological failure (VF) in people living with HIV in the era of high-efficacy antiretroviral treatment (ART) and widespread use of integrase strand transfer inhibitor (INSTIs)-based ART. METHODS: We included adults aged > 18 years starting their first ART between 2015 and 2018 in the Spanish HIV/AIDS Research Network National Cohort (CoRIS). Low-level viraemia was defined as plasma viral load (pVL) of 50-199 copies/mL at weeks 48 and 72 and VF was defined as pVL ≥ 50 copies/mL at week 48 and pVL ≥ 200 copies/mL at week 72. Multivariable logistic regression models assessed the impact on LLV and VF of baseline CD4 T-cell count, CD4/CD8 T-cell ratio and pVL, initial ART classes, age at ART initiation, time between HIV diagnosis and ART initiation, gender and transmission route. RESULTS: Out of 4186 participants, 3120 (76.0%) started INSTIs, 455 (11.1%) started boosted protease inhibitors (bPIs) and 443 (10.8%) started nonnucleoside reverse transcriptase inhibitors (NNRTIs), either of them with two nucleos(t)ide reverse transcriptase inhibitors (NRTIs). Low-level viraemia was met in 2.5% of participants and VF in 4.3%. There were no significant differences throughout the years for both virological outcomes. Baseline HIV-1 RNA > 5 log10 copies/mL was the only consistent predictor of higher risk of LLV [adjusted odds ratio (aOR) = 9.8, 95% confidence interval (CI): 2.0-48.3] and VF (aOR = 5.4, 95% CI: 1.9-15.1), even in participants treated with INSTIs. CONCLUSIONS: The rates of LLV and VF were low but remained steady throughout the years. Baseline HIV-1 RNA > 5 log10 copies/mL showed a persistent association with LLV and VF even in participants receiving INSTIs.


Subject(s)
Anti-HIV Agents , HIV Infections , HIV Integrase Inhibitors , HIV-1 , Adult , Anti-HIV Agents/therapeutic use , Anti-Retroviral Agents/therapeutic use , Antiretroviral Therapy, Highly Active , HIV Infections/drug therapy , HIV Integrase Inhibitors/therapeutic use , Humans , Integrase Inhibitors/therapeutic use , RNA/therapeutic use , Reverse Transcriptase Inhibitors/therapeutic use , Viral Load , Viremia/drug therapy
17.
HIV Med ; 23(7): 727-737, 2022 08.
Article in English | MEDLINE | ID: mdl-35023287

ABSTRACT

OBJECTIVES: Viral suppression (VS) is the hallmark of successful antiretroviral therapy (ART) programmes. We sought to compare clinic retention, virological outcomes, drug resistance and mortality between peri-urban and rural settings in South Africa after first-line ART. METHODS: Beginning in July 2014, 1000 (500 peri-urban and 500 rural) ART-naïve patients with HIV were enrolled and managed according to local standard of care. Clinic retention, virological suppression, virological failure (VF), genotypic drug resistance and mortality were assessed. The definition of VS was a viral load ≤1000 copies/ml. Time to event analyses were stratified by site, median age and gender. Kaplan-Meier curves were calculated and graphed with log-rank modelling to compare curves. RESULTS: Based on 2741 patient-years of follow-up, retention and mortality did not differ between sites. Among all 1000 participants, 47%, 84% and 91% had achieved VS by 6, 12 and 24 months, respectively, which was observed earlier in the peri-urban site. At both sites, men aged < 32 years had the highest proportion of VF (15.5%), while women aged > 32 years had the lowest, at 7.1% (p = 0.018). Among 55 genotypes, 42 (76.4%) had at one or more resistance mutations, which did not differ by site. K103N (59%) and M184V (52%) were the most common mutations, followed by V106M and K65R (31% each). Overall, death was infrequent (< 4%). CONCLUSIONS: No significant differences in treatment outcomes between peri-urban and rural clinics were observed. In both settings, young men were especially susceptible to clinic attrition and VF. More effective adherence support for this important demographic group is needed to achieve UNAIDS targets.


Subject(s)
Anti-HIV Agents , HIV Infections , HIV-1 , Anti-HIV Agents/pharmacology , Anti-HIV Agents/therapeutic use , Anti-Retroviral Agents/pharmacology , Anti-Retroviral Agents/therapeutic use , Drug Resistance, Viral/genetics , Female , HIV Infections/drug therapy , Humans , Male , South Africa , Viral Load
18.
HIV Med ; 23(5): 474-484, 2022 05.
Article in English | MEDLINE | ID: mdl-34755438

ABSTRACT

OBJECTIVES: HIV virological failure remains a major threat to programme success in sub-Saharan Africa. While HIV drug resistance (HIVDR) and inadequate adherence are the main drivers of virological failure, the individual, clinical and health system characteristics that lead to poor outcomes are not well understood. The objective of this paper is to identify those characteristics among people failing first-line antiretroviral therapy (ART). METHODS: We enrolled a cohort of adults in HIV care experiencing virological failure on first-line ART at five sites and used standard statistical methods to characterize them with a focus on three domains: individual/demographic, clinical, and health system, and compared each by country of enrolment. RESULTS: Of 840 participants, 51% were women, the median duration on ART was 3.2 years [interquartile range (IQR) 1.1, 6.4 years] and the median CD4 cell count prior to failure was 281 cells/µL (IQR 121, 457 cells/µL). More than half of participants [53%; 95% confidence interval (CI) 49-56%] stated that they had > 90% adherence and 75% (95% CI 72-77%) took their ART on time all or most of the time. Conversely, the vast majority (90%; 95% CI 86-92%) with a completed genotypic drug resistance test had any HIV drug resistance. This population had high health system use, reporting a median of 3 (IQR 2.6) health care visits and a median of 1 (IQR 1.1) hospitalization in the preceding 6 months. CONCLUSIONS: Patients failing first-line ART in sub-Saharan Africa generally report high rates of adherence to ART, have extremely high rates of HIV drug resistance and utilize significant health care resources. Health systems interventions to promptly detect and manage treatment failure will be a prerequisite to establishing control of the HIV epidemic.


Subject(s)
Anti-HIV Agents , HIV Infections , Adult , CD4 Lymphocyte Count , Drug Resistance, Viral , Female , HIV Infections/drug therapy , HIV Infections/epidemiology , Humans , South Africa/epidemiology , Treatment Failure , Uganda/epidemiology , Viral Load
19.
J Viral Hepat ; 2022 May 18.
Article in English | MEDLINE | ID: mdl-35583922

ABSTRACT

Virological failure occurs in a small proportion of people treated for hepatitis C virus (HCV) with direct-acting antiviral (DAA) therapies. This study assessed retreatment for virological failure in a large real-world cohort. REACH-C is an Australian observational study (n=10843) evaluating treatment outcomes of sequential DAA initiations across 33 health services between March 2016 to June 2019. Virological failure retreatment data were collected until October 2020. Of 408 people with virological failure (81% male; median age 53; 38% cirrhosis; 56% genotype 3), 213 (54%) were retreated once; 15 were retreated twice. A range of genotype specific and pangenotypic DAAs were used to retreat virological failure in primary (n=56) and tertiary (n=157) settings. Following sofosbuvir/velpatasvir/voxilaprevir availability in 2019, the proportion retreated in primary care increased from 21% to 40% and median time to retreatment initiation declined from 294 to 152 days. Per-protocol (PP) sustained virological response (SVR12) was similar for people retreated in primary and tertiary settings (80% vs 81%; p=1.000). In regression analysis, sofosbuvir/velpatasvir/voxilaprevir (vs. other regimens) significantly decreased likelihood of second virological failure (PP SVR12 88% vs. 77%; adjusted odds ratio [AOR] 0.29; 95%CI 0.11-0.81); cirrhosis increased likelihood (PP SVR12 69% vs. 91%; AOR 4.26; 95%CI 1.64-11.09). Indigenous Australians had lower likelihood of retreatment initiation (AOR 0.36; 95%CI 0.15-0.81). Treatment setting and prescriber type were not associated with retreatment initiation or outcome. Virological failure can be effectively retreated in primary care. Expanded access to simplified retreatment regimens through decentralised models may increase retreatment uptake and reduce HCV-related mortality.

20.
AIDS Behav ; 26(10): 3327-3336, 2022 Oct.
Article in English | MEDLINE | ID: mdl-35416596

ABSTRACT

United Nations program on HIV/AIDS 90-90-90 ambitious goal recommends 90% of people living with HIV and taking antiretroviral therapy should achieve viral suppression by 2020. However, virological failure is still a global public health problem, especially in sub-Saharan African countries. Thus, this systematic review and meta-analysis aimed at estimating the burden of virological failure and its associated factors among peoples living with HIV in sub-Saharan Africa. We searched Google Scholar, PubMed, Cochrane Library, and Scopus for studies that reported virologic failure and its associated factors. I-squared statistics and Egger's statistical test were used to detect heterogeneity and publication bias respectively. The pooled prevalence of virological failure was estimated using the DerSimonian-Laird random-effects model. Sensitivity analysis was done to check the presence of outlier results included in the studies. The estimated pooled prevalence of virological failure was 1.7.25%. Lower Adherence to ART drugs,longer ART duration, lower CD4 count,and being co-infected with TB were significantly associated with the pooled estimate of virological failure.Virological failure was found to be high in sub-Saharan Africa. Adherence, duration of ART, CD4 + count, and TB co-infection were the significant factors associated with the pooled estimate of virological failure. Therefore, to achieve the 90-90-90 target and sustainable development goal 3 policymakers should design mechanisms to improve ART adherence, and early detecting and prevent opportunistic infections such as TB.


Subject(s)
Acquired Immunodeficiency Syndrome , Coinfection , HIV Infections , Africa South of the Sahara/epidemiology , CD4 Lymphocyte Count , HIV Infections/drug therapy , HIV Infections/epidemiology , Humans
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