Transient dynamics of the renal disease epidemic among HIV-infected individuals

IF 0.4 Q4 MATHEMATICS, APPLIED Mathematics in applied sciences and engineering Pub Date : 2020-12-24 DOI:10.5206/mase/10852
Dylan Hull-Nye, Bhawna Malik, R. Keshavamurthy, E. J. Schwartz
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Abstract

The prevalence of end stage renal disease (ESRD) is rising among HIV-infected populations in several regions worldwide. We used an ordinary differential equation model of the dynamics of the AIDS and HIV+ ESRD populations to investigate the effect of antiretroviral therapy (ART) on the transient dynamics of the epidemic. We considered ART that blocks the entry to each population, by preventing individuals from joining the AIDS population and by reducing the development from AIDS to HIV+ ESRD, as well as the combined effects together. Numerical simulation of our model revealed that when levels of ART are below 100%, the prevalence of HIV+ ESRD drops, but then increases again due to the recovery in the AIDS population. The effect can be seen with ART acting to block entry into either population. We then examined the dip in HIV+ ESRD seen with ART analytically by calculating the minimum HIV+ ESRD level and the time to achieve this minimum. We also evaluated the length of time to reach the minimum and its dependence on ART parameters, both singly and in combination. We conclude that our model predicts that the drop in HIV+ ESRD prevalence seen after increased ART will be followed by an increase, unless ART is sufficiently high enough to eradicate HIV/AIDS.
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hiv感染者肾脏疾病流行的瞬态动力学
在全球几个地区,终末期肾病(ESRD)在艾滋病毒感染人群中的患病率正在上升。我们使用艾滋病和HIV/ESRD人群动力学的常微分方程模型来研究抗逆转录病毒疗法(ART)对流行病瞬态动力学的影响。我们考虑了通过阻止个人加入艾滋病人群、减少艾滋病向HIV/ESRD的发展以及综合效应来阻止每个人群进入的抗逆转录病毒疗法。我们模型的数值模拟显示,当ART水平低于100%时,HIV/ESRD的患病率下降,但随后由于艾滋病人群的康复而再次增加。抗逆转录病毒疗法可以阻止进入任何一个群体。然后,我们通过计算HIV+ESRD的最低水平和达到该最低水平的时间,对ART观察到的HIV+ESRD的下降进行了分析。我们还评估了达到最小值的时间长度及其对ART参数的依赖性,包括单独和组合。我们得出的结论是,我们的模型预测,除非抗逆转录病毒疗法足够高,足以根除艾滋病毒/艾滋病,否则在增加抗逆转录病毒治疗后,艾滋病毒+终末期肾病患病率的下降将随之而来。
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CiteScore
1.40
自引率
0.00%
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0
审稿时长
21 weeks
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