埃塞俄比亚亚的斯亚贝巴部分公立医院接受二线抗逆转录病毒治疗的成年艾滋病毒/艾滋病患者不良结局发生率与病毒载量随时间变化的联合建模
Joint Modeling of Incidence of Unfavorable Outcomes and Change in Viral Load Over Time Among Adult HIV/AIDS Patients on Second-Line Anti-Retroviral Therapy, in Selected Public Hospitals of Addis Ababa, Ethiopia.
作者信息
Zakaria Hamdi Fekredin, Ayele Tadesse Awoke, Kebede Sewnet Adem, Jaldo Mesfin Menza, Lajore Bereket Abrham
机构信息
Department of Epidemiology and Biostatistics, School of Public Health, Haramaya University, Harar, Ethiopia.
Department of Epidemiology and Biostatistics, Institute of Public Health, University of Gondar, Gondar, Ethiopia.
出版信息
HIV AIDS (Auckl). 2022 Jul 27;14:341-354. doi: 10.2147/HIV.S368373. eCollection 2022.
BACKGROUND
In Ethiopia, second-line anti-retroviral therapy (ART) for HIV/AIDS patients was started some years ago; however, few studies have reported the unfavorable outcomes of second-line ART. Therefore, this study aimed to assess the incidence and predictors of unfavorable outcomes and their association with change in viral load among adult HIV/AIDS patients on second-line treatment at selected public hospitals in Addis Ababa, Ethiopia.
METHODS
A retrospective follow-up study was conducted at selected public hospitals in Addis Ababa, Ethiopia, on 421 HIV/AIDS patients on second-line ART from 2016 to 2021. Cox proportional hazard models with a linear mixed effect model were jointly modeled using the JM package of R software with time-dependent lagged parameterizations, and a 95% confidence interval was used to select significant variables.
RESULTS
Overall, 89 HIV/AIDS patients developed unfavorable outcomes. The incidence density was 7.48/100 person-years (95% CI: 6.08, 9.2). Secondary and tertiary educational level (AHR=0.47, 95% CI: 0.25, 0.89, and AHR=0.27, 95% CI: 0.1, 0.72), CD4 count less than 100 cells/mm (AHR=2.15, 95% CI: 1.21, 3.83), poor adherence (AHR=3.59, 95% CI: 1.73, 7.49), and TB comorbidity (AHR=2.23, 95% CI: 1.21, 4.14) at the start of second-line ART were significant predictors of incidence of unfavorable outcome. Time-dependent lagged value viral load was significantly associated with the risk of unfavorable outcome (AHR=1.28, 95% CI: 1.01, 1.63).
CONCLUSION
In the study area, the incidence of an unfavorable outcome of second-line ART was high. Secondary and tertiary educational level, CD4 count less than 100 cells/mm, poor adherence, and TB comorbidity at the start of second-line ART were significant predictors of incidence of unfavorable outcomes. Thus, strengthening routine viral load measurement, increase patient adherence, intensive counseling, and strong TB screening are needed in the study setting.
背景
在埃塞俄比亚,数年前就开始为艾滋病毒/艾滋病患者提供二线抗逆转录病毒疗法(ART);然而,很少有研究报告二线抗逆转录病毒疗法的不良结局。因此,本研究旨在评估埃塞俄比亚亚的斯亚贝巴选定公立医院中接受二线治疗的成年艾滋病毒/艾滋病患者不良结局的发生率、预测因素及其与病毒载量变化的关联。
方法
在埃塞俄比亚亚的斯亚贝巴选定的公立医院对2016年至2021年期间421例接受二线抗逆转录病毒疗法的艾滋病毒/艾滋病患者进行了回顾性随访研究。使用R软件的JM包,采用具有时间依赖性滞后参数化的Cox比例风险模型与线性混合效应模型进行联合建模,并使用95%置信区间来选择显著变量。
结果
总体而言,89例艾滋病毒/艾滋病患者出现了不良结局。发病密度为7.48/100人年(95%置信区间:6.08,9.2)。二线抗逆转录病毒疗法开始时的中等和高等教育水平(风险比=0.47,95%置信区间:0.25,0.89;风险比=0.27,95%置信区间:0.1,0.72)、CD4细胞计数低于100个/mm(风险比=2.15,95%置信区间:1.21,3.83)、依从性差(风险比=3.59,95%置信区间:1.73,7.49)以及合并结核病(风险比=2.23,95%置信区间:1.21,4.14)是不良结局发生率的显著预测因素。时间依赖性滞后值病毒载量与不良结局风险显著相关(风险比=1.28,95%置信区间:1.01,1.63)。
结论
在研究区域,二线抗逆转录病毒疗法不良结局的发生率较高。二线抗逆转录病毒疗法开始时的中等和高等教育水平、CD4细胞计数低于100个/mm、依从性差以及合并结核病是不良结局发生率的显著预测因素。因此,在研究环境中需要加强常规病毒载量检测、提高患者依从性、强化咨询以及加强结核病筛查。