Center for Biostatistics in AIDS Research, Department of Biostatistics, Harvard School of Public Health, Boston, MA 20114, USA.
J Acquir Immune Defic Syndr. 2012 Nov 1;61(3):326-33. doi: 10.1097/QAI.0b013e31826be75e.
To evaluate factors affecting antiretroviral therapy (ART) start time when triggered by a CD4 count <350 cells/μL while monitoring counts over time. Measurement frequency, requirement for confirmatory counts, and precision and accuracy of CD4 enumeration technology were considered.
Using a model of CD4 count trajectories among seroconverters in the Multicenter AIDS Cohort Study, sequences of counts were simulated for a large hypothetical population monitored for 5 years from seroconversion. Time of first count <350 cells/μL was defined as ART start time. The simulation was adapted to evaluate the effect of the above factors on these times. ART initiation was considered "very late" among patients whose underlying trajectory declined less than 200 cells/μL during the period simulated if no previous observed count was <350 cells/μL.
For 12-, 6-, 4-, and 3-monthly measurements, median start time was 48, 36, 32, and 30 months after seroconversion and proportion of patients starting ART very late was 11.5%, 1.6%, 0.2%, and 0.1%. For 6-monthly measurements, requiring confirmation increased the median to 49 months and proportion to 8.9%. Changes in standard deviation of short-term variability in counts of 25% and measurement bias for a novel technology of ±10% changed median time by ±6 months with modest change in the proportion very late (range, 0.5%-3.2%).
: 6-monthly measurements appear adequate in achieving low rates of very late ART whereas confirmation affects rates adversely. Studies comparing new versus standard measurement technologies should focus on ruling out modest bias, particularly proximal to important thresholds for treatment management.
评估在监测 CD4 计数随时间变化的同时,当 CD4 计数<350 个/μL 时触发抗逆转录病毒治疗(ART)的开始时间所涉及的因素。考虑了测量频率、对确认性计数的要求以及 CD4 计数技术的精度和准确性。
利用在 Multicenter AIDS Cohort Study 中发生血清转换的个体的 CD4 计数轨迹模型,对从血清转换开始监测 5 年的大型假设人群的计数序列进行了模拟。首次计数<350 个/μL 的时间被定义为 ART 开始时间。该模拟被用于评估上述因素对这些时间的影响。如果在模拟期间基础轨迹下降小于 200 个/μL,则在没有以前观察到的计数<350 个/μL 的情况下,将患者的 ART 起始视为“非常晚”。
对于 12、6、4 和 3 个月的测量,中位数开始时间分别为血清转换后 48、36、32 和 30 个月,非常晚开始 ART 的患者比例分别为 11.5%、1.6%、0.2%和 0.1%。对于 6 个月的测量,确认要求将中位数增加到 49 个月,比例增加到 8.9%。计数短期变异性的标准差变化 25%和新型技术的测量偏差±10%会使中位数时间变化±6 个月,非常晚的比例变化较小(范围为 0.5%-3.2%)。
6 个月的测量似乎足以实现非常晚的 ART 的低发生率,而确认会对发生率产生不利影响。比较新型和标准测量技术的研究应特别关注排除适度的偏差,尤其是在接近治疗管理的重要阈值时。