Carey Vincent J, Pahwa Savita, Weinberg Adriana
Center for Biostatistics in AIDS Research, Harvard University School of Public Health, Channing Laboratory, Brigham and Women's Hospital, 181 Longwood Ave., Boston, Massachusetts 02115, USA.
Clin Diagn Lab Immunol. 2005 May;12(5):640-3. doi: 10.1128/CDLI.12.5.640-643.2005.
Our objective was to develop data-based algorithms for definition of immunologic response to AIDS therapies in pediatric patients, taking account of T-cell subset measurement errors. The study design involved cross-protocol analysis of 2,148 enrollees in six completed Pediatric AIDS Clinical Trials Group trials. We used standard quantitation of T-cell subsets; linear modeling with mean-dependent measurement error variance was used to develop 95% tolerance limits for change in CD4%. For individuals with a CD4% of approximately 25%, the measurement error-based 95% tolerance interval ranges from 15% to 35%, whereas for individuals with a CD4% of approximately 5%, the tolerance interval ranges from 3% to 7%. When pairs of CD4% measures taken within a time interval of less than 30 days are averaged to estimate steady-state CD4%, tolerance interval width decreases by approximately 30%. A simple graphical tool that provides a data-based criterion for immunologic response over and above variation ascribable to T-cell measurement error is provided. Variability in CD4% due to measurement error is substantial, increases with level of CD4%, and complicates assessment of immunologic response to therapy. Replicates of CD4% measures could be used to improve precision of interpretation of CD4% measures.
我们的目标是开发基于数据的算法,用于定义儿科患者对艾滋病疗法的免疫反应,同时考虑T细胞亚群测量误差。研究设计涉及对六项已完成的儿科艾滋病临床试验组试验中的2148名受试者进行跨方案分析。我们采用T细胞亚群的标准定量方法;使用具有均值相关测量误差方差的线性模型来确定CD4%变化的95%耐受限度。对于CD4%约为25%的个体,基于测量误差的95%耐受区间为15%至35%,而对于CD4%约为5%的个体,耐受区间为3%至7%。当在不到30天的时间间隔内获取的成对CD4%测量值进行平均以估计稳态CD4%时,耐受区间宽度减少约30%。提供了一种简单的图形工具,该工具为超出T细胞测量误差所致变异的免疫反应提供基于数据的标准。由于测量误差导致的CD4%变异性很大,随CD4%水平增加,并使对治疗的免疫反应评估复杂化。CD4%测量的重复样本可用于提高CD4%测量结果解释的精度。