Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe St., Rm E6132, Baltimore, MD 21205, USA.
Cancer Causes Control. 2010 Jun;21(6):847-51. doi: 10.1007/s10552-010-9511-z. Epub 2010 Feb 5.
Data on long-term intra-individual variability in high-sensitivity C-reactive protein (hsCRP) are needed to determine whether one measurement adequately reflects usual levels in prospective studies of on the etiology of cancer and other chronic diseases; when not reflective, the ability to statistically detect modest to moderate associations is reduced. The authors estimated the size of this source of variability and consequent attenuation of the relative risk (RR).
High-sensitivity C-reactive protein (hsCRP) concentration was measured using a high-sensitivity immunoturbidometric assay in sera collected at years 2, 4, and 6 from 50 men in the placebo arm of the Prostate Cancer Prevention Trial (PCPT). After natural logarithm-transformation of hsCRP, analysis of variance was used to estimate the within- and between-individual variances from which the intra-class correlation coefficient (ICC) was calculated.
The observed RR due to an ICC < 1 was calculated by e((ln true RR*ICC)) for a range of true RRs. The 4-year ICC was 0.66. Measuring hsCRP once and assuming no other error, if the true RRs were 1.50, 2.00, and 3.00 when comparing high with low concentration, then the observed RRs would be 1.31, 1.58, and 2.06, respectively.
Investigators planning to measure hsCRP only once should design adequately sized studies to preserve inferences for hypothesized modest to moderate RRs.
需要了解高敏 C 反应蛋白(hsCRP)在个体内长期的变异性数据,以确定在癌症和其他慢性疾病病因的前瞻性研究中,一次测量是否充分反映了通常水平;如果不能反映,那么统计检测到适度到中度关联的能力就会降低。作者估计了这种变异性的大小及其对相对风险(RR)的衰减程度。
在前列腺癌预防试验(PCPT)的安慰剂组中,从 50 名男性的血清中分别在第 2、4 和 6 年采集 hsCRP 浓度,使用高敏免疫比浊法进行测量。对 hsCRP 进行自然对数转换后,使用方差分析估计个体内和个体间的方差,从而计算出组内相关系数(ICC)。
通过 e((ln true RR*ICC)) 计算了由于 ICC < 1 而导致的观察到的 RR,其中 true RR 的范围为 1.50、2.00 和 3.00。4 年 ICC 为 0.66。如果真实 RR 为 1.50、2.00 和 3.00 时,高浓度与低浓度相比,hsCRP 仅测量一次且假设没有其他误差,则观察到的 RR 分别为 1.31、1.58 和 2.06。
计划仅测量 hsCRP 一次的研究人员应设计足够大的研究,以保留对假设适度到中度 RR 的推断。