Population Health Sciences, Bristol Medical School.
MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK.
AIDS. 2018 Jun 19;32(10):1361-1367. doi: 10.1097/QAD.0000000000001848.
Model trajectories of CD4+ and CD8+ cell counts after starting combination antiretroviral therapy (ART) and use the model to predict trends in these counts and the CD4+ : CD8+ ratio.
Cohort study of antiretroviral-naïve HIV-positive adults who started ART after 1997 (ART Cohort Collaboration) with more than 6 months of follow-up data.
We jointly estimated CD4+ and CD8+ cell count trends and their correlation using a bivariate random effects model, with linear splines describing their population trends, and predicted the CD4+ : CD8+ ratio trend from this model. We assessed whether CD4+ and CD8+ cell count trends and the CD4+ : CD8+ ratio trend varied according to CD4+ cell count at start of ART (baseline), and, whether these trends differed in patients with and without virological failure more than 6 months after starting ART.
A total of 39 979 patients were included (median follow-up was 53 months). Among patients with baseline CD4+ cell count at least 50 cells/μl, predicted mean CD8+ cell counts continued to decrease between 3 and 15 years post-ART, partly driving increases in the predicted mean CD4+ : CD8+ ratio. During 15 years of follow-up, normalization of the predicted mean CD4+ : CD8+ ratio (to >1) was only observed among patients with baseline CD4+ cell count at least 200 cells/μl. A higher baseline CD4+ cell count predicted a shorter time to normalization.
Declines in CD8+ cell count and increases in CD4+ : CD8+ ratio occurred up to 15 years after starting ART. The likelihood of normalization of the CD4+ : CD8+ ratio is strongly related to baseline CD4+ cell count.
建立联合抗逆转录病毒治疗(ART)后 CD4+和 CD8+细胞计数的模型轨迹,并利用该模型预测这些计数和 CD4+/CD8+比值的趋势。
对 1997 年后开始 ART 的抗逆转录病毒初治 HIV 阳性成年人(ART 队列合作)进行队列研究,随访时间超过 6 个月。
我们使用双变量随机效应模型联合估计 CD4+和 CD8+细胞计数趋势及其相关性,使用线性样条描述其人群趋势,并从该模型预测 CD4+/CD8+比值趋势。我们评估了 CD4+和 CD8+细胞计数趋势以及 CD4+/CD8+比值趋势是否因 ART 开始时的 CD4+细胞计数(基线)而有所不同,以及这些趋势在 ART 开始后 6 个月以上病毒学失败的患者和未失败的患者中是否有所不同。
共纳入 39979 例患者(中位随访时间为 53 个月)。在基线 CD4+细胞计数至少为 50 个/μl 的患者中,预测平均 CD8+细胞计数在 ART 后 3 至 15 年内继续下降,部分导致预测平均 CD4+/CD8+比值增加。在 15 年的随访期间,仅在基线 CD4+细胞计数至少为 200 个/μl 的患者中观察到预测平均 CD4+/CD8+比值(>1)正常化。较高的基线 CD4+细胞计数预测正常化所需的时间更短。
在开始 ART 后 15 年内,CD8+细胞计数下降和 CD4+/CD8+比值增加。CD4+/CD8+比值正常化的可能性与基线 CD4+细胞计数密切相关。