Introduction: South Africa introduced Universal Test and Treat in 2016 including antiretroviral therapy (ART) initiation on the same-day as HIV diagnosis. Our study sought to evaluate the impact of same-day ART initiation on loss to follow-up (LTFU) and mortality comparing with patients who initiated ART after their HIV diagnosis.
Methods: We conducted a file review of patients with a HIV diagnosis and ART start date on file between September 2016 and May 2018 in six high HIV burden districts. Our primary outcome was LTFU (>90 days from the last clinical visit or drug pick-up until database closure 31 July 2018). The secondary outcome was mortality after ART initiation. Time to outcome was assessed comparing same-day vs. one to seven, eight to twenty-one and ≥ twenty-two days to ART initiation using Kaplan-Meier estimators stratified by sex. We investigated predictors using univariate and multivariable Cox proportional hazards models, adjusting for a priori characteristics.
Results: Overall, 92,609 ART patients contributed 43,922 person-years from ART initiation, with a median follow-up time of 246 days (IQR = 112 to 455). Of these patients, 33,399 (36%) initiated ART on the same-day as their HIV diagnosis date and had a median follow-up time of 174 days (IQR = 85 to 349). Same-day patients were predominantly non-pregnant females (56%) and aged 25 to 34 years (40%). Same-day ART initiation increased from 2.8% in September 2016 to 7.1% in April 2018. In same-day patients, 33% (n = 11,114) were classified as LTFU with a median time of 55 days (IQR = 1 to 185), compared to 371 mean days (IQR = 161 to 560) in patients who initiated ≥22 days after diagnosis. A similar proportion of LTFU was observed for patients who initiated later: 31% 1 to 21 day and 33% ≥22 day. Same-day ART patients had an increased risk of LTFU vs. ≥1 day (adjusted hazard ratio (aHR) = 1.28, 95% CI = 1.24 to 1.33) adjusting for covariates. Although all-cause mortality was slightly lower in same-day patients (0.9%) vs. >1 day (1.4%; aHR = 0.87, 95% CI = 0.72 to 1.05) adjusting for covariates. Men had highest risk of mortality and LTFU.
Conclusions: Same-day ART increased the risk of LTFU, but same-day patients experienced slightly lower mortality. Same-day patients may require additional counselling and interventions to improve retention. Additional research is needed on targeted interventions, including differentiated care, to reduce LTFU in patients initiating ART same-day.
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http://dx.doi.org/10.1002/jia2.25529 | DOI Listing |
Med Biol Eng Comput
January 2025
School of Software, Jiangxi Normal University, Nanchang, 330022, China.
Source-free domain adaptation (SFDA) has become crucial in medical image analysis, enabling the adaptation of source models across diverse datasets without labeled target domain images. Self-training, a popular SFDA approach, iteratively refines self-generated pseudo-labels using unlabeled target domain data to adapt a pre-trained model from the source domain. However, it often faces model instability due to incorrect pseudo-label accumulation and foreground-background class imbalance.
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Alchemical free energy methods using molecular mechanics (MM) force fields are essential tools for predicting thermodynamic properties of small molecules, especially via free energy calculations that can estimate quantities relevant for drug discovery such as affinities, selectivities, the impact of target mutations, and ADMET properties. While traditional MM forcefields rely on hand-crafted, discrete atom types and parameters, modern approaches based on graph neural networks (GNNs) learn continuous embedding vectors that represent chemical environments from which MM parameters can be generated. Excitingly, GNN parameterization approaches provide a fully end-to-end differentiable model that offers the possibility of systematically improving these models using experimental data.
View Article and Find Full Text PDFAnn Med
December 2025
Department of Epidemiology and Statistics, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing, People's Republic of China.
Introduction: Infertility has become a major global issue due to the trend of delaying marriage and advanced maternal age. Family/Birth cohort studies are essential for exploring ways to enhance health outcomes at both the individual and societal levels. However, there is a shortage of cohorts that include families who have utilized assisted reproductive technology (ART), particularly initiated at the early stages before pregnancy.
View Article and Find Full Text PDFRapid antiretroviral therapy (ART) refers to initiating HIV treatment within seven days of diagnosis. Multidisciplinary teams that implement rapid ART protocols can be effective in addressing the holistic needs of HIV patients. The purpose of this study was to evaluate a multidisciplinary team's implementation of a rapid ART protocol through a retrospective pre and post study design among 627 patients referred to a local HIV clinic between January 2017 and December 2022.
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