Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21231, USA.
J Acquir Immune Defic Syndr. 2013 May 1;63(1):105-11. doi: 10.1097/QAI.0b013e3182893fb4.
To estimate the mortality impact of delay in antiretroviral therapy (ART) initiation from the time of entry into care.
A state-transition Markov process model. This technique allows for assessing mortality before and after ART initiation associated with delays in ART initiation among a general population of ART-eligible patients without conducting a randomized trial.
We used patient-level data from 3 South African cohorts to determine transition probabilities for pre-ART CD4 count changes and pre-ART and on-ART mortality. For each parameter, we generated probabilities and distributions for Monte Carlo simulations with 1-week cycles to estimate mortality 52 weeks from clinic entry.
We estimated an increase in mortality from 11.0% to 14.7% (relative increase of 34%) with a 10-week delay in ART for patients entering care with our pre-ART cohort CD4 distribution. When we examined low CD4 ranges, the relative increase in mortality delays remained similar; however, the absolute increase in mortality rose. For example, among patients entering with CD4 count 50-99 cells per cubic millimeter, 12-month mortality increased from 13.3% with no delay compared with 17.0% with a 10-week delay and 22.9% with a 6-month delay.
Delays in ART initiation, common in routine HIV programs, can lead to important increases in mortality. Prompt ART initiation for patients entering clinical care and eligible for ART, especially those with lower CD4 counts, could be a relatively low-cost approach with a potential marked impact on mortality.
从进入护理开始,估计延迟开始抗逆转录病毒治疗(ART)对死亡率的影响。
状态转换马尔可夫过程模型。该技术允许在不进行随机试验的情况下,评估一般 ART 合格患者人群中与延迟开始 ART 相关的开始 ART 之前和之后的死亡率,从而延迟开始 ART。
我们使用来自 3 个南非队列的患者水平数据来确定预 ART CD4 计数变化以及预 ART 和 ART 期间死亡率的转移概率。对于每个参数,我们使用每周 1 周的蒙特卡罗模拟生成概率和分布,以估计从诊所进入后 52 周的死亡率。
我们估计,对于进入护理的患者,ART 延迟 10 周,死亡率从 11.0%增加到 14.7%(相对增加 34%),采用我们的预 ART 队列 CD4 分布。当我们检查低 CD4 范围时,死亡率延迟的相对增加仍然相似;但是,死亡率的绝对增加上升。例如,在 CD4 计数为每立方毫米 50-99 个细胞的患者中,与没有延迟相比,12 个月死亡率从 13.3%增加到 10 周延迟的 17.0%和 6 个月延迟的 22.9%。
在常规 HIV 计划中常见的 ART 启动延迟会导致死亡率显着增加。对于进入临床护理且符合 ART 条件的患者,特别是 CD4 计数较低的患者,及时开始 ART 可能是一种相对低成本的方法,对死亡率可能产生重大影响。