Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, AB, T6G 2G1, Canada.
Division of Neurology, Department of Medicine, University of Alberta, Edmonton, Canada.
J Neurovirol. 2017 Aug;23(4):577-586. doi: 10.1007/s13365-017-0530-3. Epub 2017 May 16.
Understanding HIV-1 replication and latency in different reservoirs is an ongoing challenge in the care of patients with HIV/AIDS. A mathematical model was created to describe and predict the viral dynamics of HIV-1 and SIV infection within the brain during effective combination antiretroviral therapy (cART). The mathematical model was formulated based on the biology of lentiviral infection of brain macrophages and used to describe the dynamics of transmission and progression of lentiviral infection in brain. Based on previous reports quantifying total viral DNA levels in brain from HIV-1 and SIV infections, estimates of integrated proviral DNA burden were made, which were used to calibrate the mathematical model predicting viral accrual in brain macrophages from primary infection. The annual rate at which susceptible brain macrophages become HIV-1 infected was estimated to be 2.90×10-4.87×10 per year for cART-treated HIV/AIDS patients without comorbid neurological disorders. The transmission rate for SIV infection among untreated macaques was estimated to be 5.30×10-1.37×10 per year. An improvement in cART effectiveness (1.6-48%) would suppress HIV-1 infection in patients without neurological disorders. Among patients with advanced disease, a substantial improvement in cART effectiveness (70%) would eradicate HIV-1 provirus from the brain within 3-32 (interquartile range 3-9) years in patients without neurological disorders, whereas 4-51 (interquartile range 4-16) years of efficacious cART would be required for HIV/AIDS patients with comorbid neurological disorders. HIV-1 and SIV provirus burdens in the brain increase over time. A moderately efficacious antiretroviral therapy regimen could eradicate HIV-1 infection in the brain that was dependent on brain macrophage lifespan and the presence of neurological comorbidity.
了解 HIV-1 在不同储存库中的复制和潜伏是 HIV/AIDS 患者治疗的一个持续挑战。创建了一个数学模型来描述和预测在有效的联合抗逆转录病毒疗法(cART)期间 HIV-1 和 SIV 感染在大脑中的病毒动力学。该数学模型基于脑巨噬细胞中慢病毒感染的生物学构建,并用于描述脑内慢病毒感染的传播和进展动力学。基于之前报道的 HIV-1 和 SIV 感染大脑中总病毒 DNA 水平的定量,估计了整合前病毒 DNA 负担,用于校准预测原发性感染中大脑巨噬细胞中病毒积累的数学模型。估计接受 cART 治疗且无合并神经疾病的 HIV/AIDS 患者中,易感染的大脑巨噬细胞每年感染 HIV-1 的速率为 2.90×10-4.87×10-4 。未经治疗的猕猴中 SIV 感染的传播率估计为每年 5.30×10-1.37×10-1 。cART 有效性提高 1.6-48%将抑制无神经疾病患者的 HIV-1 感染。在疾病进展期患者中,cART 有效性的大幅提高(70%)将在 3-32 年内(四分位间距 3-9)消除无神经疾病患者大脑中的 HIV-1 前病毒,而对于合并神经疾病的 HIV/AIDS 患者,需要 4-51 年(四分位间距 4-16 年)有效的 cART。HIV-1 和 SIV 前病毒负担随时间增加。一种中等有效的抗逆转录病毒治疗方案可能会消除依赖于大脑巨噬细胞寿命和神经合并症存在的大脑中的 HIV-1 感染。