Department of statistics, Bule Hora University, Bule Hora, Ethiopia.
Department of Statistics, Arba Minch University, Arba Minch, Ethiopia.
AIDS Care. 2021 Sep;33(9):1237-1241. doi: 10.1080/09540121.2020.1787941. Epub 2020 Jul 20.
We identify the determinants of the change in CD4 cell count and survival time of children living with HIV taking antiretroviral therapy. In a retrospective study, a cohort of 201 children living with HIV/AIDS aged less than 15 years were followed from October 2013 to March 2017. Separate linear effect models were done for the longitudinal outcome of CD4 cell count. The Cox PH model was conducted for the time-to-event outcome. Joint modeling was performed both for the longitudinal and survival outcomes, results were compared with the separate analysis. However, with the specific interest in identifying the determinants and characterizing the relationship between longitudinal CD4 cell count and time-to-event outcomes, the study focused on joint modeling. The finding from the joint model indicated that the estimated association parameter was -0.10, this shows lower values of CD4 cells associated with higher death. Seemingly; observation time, age, WHO clinical stages, history of Tuberculosis (assuming that Tuberculosis is active), and functional status were determinants for the mean change in the square root of CD4 cell count. Furthermore, WHO clinical stages, functional status, history of TB, and Body Mass Index have a significant negative impact on the survival probabilities of children living with HIV.
我们确定了接受抗逆转录病毒疗法的艾滋病毒儿童的 CD4 细胞计数和生存时间变化的决定因素。在一项回顾性研究中,我们对 2013 年 10 月至 2017 年 3 月期间年龄小于 15 岁的 201 名艾滋病毒/艾滋病儿童进行了随访。分别对 CD4 细胞计数的纵向结果进行线性效应模型分析。Cox PH 模型用于时间事件结果。对纵向和生存结果同时进行联合建模,并将结果与单独分析进行比较。然而,由于我们特别关注确定决定因素以及描述纵向 CD4 细胞计数与时间事件结果之间的关系,因此该研究侧重于联合建模。联合模型的结果表明,估计的关联参数为-0.10,这表明 CD4 细胞值越低,死亡风险越高。显然;观察时间、年龄、世界卫生组织临床分期、结核病史(假设结核病活跃)和功能状态是 CD4 细胞计数平方根均值变化的决定因素。此外,世界卫生组织临床分期、功能状态、结核病史和体重指数对艾滋病毒儿童的生存概率有显著的负面影响。