Shoko Claris, Chikobvu Delson, Bessong Pascal O
Pak J Biol Sci. 2020 Mar;23(4):542-551. doi: 10.3923/pjbs.2020.542.551.
Combination antiretroviral therapy (cART) has improved the survival of HIV infected patients significantly. However, in some patients, survival is not guaranteed due to several factors that are either individual-based or cART based. This study presents an HIV, AIDS, Death (HAD) model to analyse the survival of patients on cART.
Continuous-time Markov models are fitted based on the states occupied for an HIV, AIDS and Death (HAD) model. These states are based on CD4 cell count. Factors that affect the survival of HIV-infected patients on cART are also analyzed. These, among others, include age, gender, routinely collected viral load, time on treatment, non-adherence and peripheral neuropathy.
Patients with higher viral loads than expected are 11.1 times more likely to be at risk of HIV progression to the AIDS state and 1.1 times more likely to be at risk of mortality from a CD4 cell count state above 200 cell/mm3compared to patients with lower viral loads. Non-adherence to treatment increases the risk of transition from CD4 cell count state above 200 cell/mm3 to the AIDS state by 2.2 folds. Patients who were non-adherent to treatment are 3.8 times more likely to transit from the CD4 state above 200 cell/mm3 to death compared to patients who were adherent to treatment. Patients are expected to recover from the AIDS state after one year of treatment.
Recovery from AIDS state by HIV infected patients on cART is likely to occur after one year of cART treatment. However, if the viral load remains higher than expected, this increases risks of immune deterioration even after having achieved normal CD4 cell counts and consequently, mortality risks are increased.
联合抗逆转录病毒疗法(cART)显著提高了HIV感染患者的生存率。然而,在一些患者中,由于个体因素或cART相关因素,生存无法得到保证。本研究提出了一种HIV、艾滋病、死亡(HAD)模型,以分析接受cART治疗患者的生存情况。
基于HIV、艾滋病、死亡(HAD)模型所占据的状态拟合连续时间马尔可夫模型。这些状态基于CD4细胞计数。还分析了影响接受cART治疗的HIV感染患者生存的因素。其中包括年龄、性别、常规检测的病毒载量、治疗时间、不依从性和周围神经病变等。
与病毒载量较低的患者相比,病毒载量高于预期的患者HIV进展至艾滋病状态的风险高11.1倍,在CD4细胞计数高于200个细胞/mm3的状态下死亡的风险高1.1倍。不依从治疗会使从CD4细胞计数高于200个细胞/mm3的状态转变为艾滋病状态的风险增加2.2倍。与依从治疗的患者相比,不依从治疗的患者从CD4细胞计数高于200个细胞/mm3的状态转变为死亡的可能性高3.8倍。预计患者在接受一年治疗后可从艾滋病状态康复。
接受cART治疗的HIV感染患者在接受cART治疗一年后可能从艾滋病状态康复。然而,如果病毒载量仍高于预期,即使CD4细胞计数已恢复正常,这也会增加免疫功能恶化的风险,从而增加死亡风险。