Repeatability and Sample Size Assessment Associated with Computed Tomography-Based Lung Density Metrics.

K. Iyer, Randall W. Grout, G. Zamba, E. Hoffman
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引用次数: 21

Abstract

RATIONALE AND OBJECTIVES Density-based metrics assess severity of lung disease but vary with lung inflation and method of scanning. The aim of this study was to evaluate the repeatability of single center, CT-based density metrics of the lung in a normal population and assess study sample sizes needed to detect meaningful changes in lung density metrics when scan parameters and volumes are tightly controlled. MATERIALS AND METHODS Thirty-seven subjects (normal smokers and non-smokers) gave consent to have randomly assigned repeated, breath-held scans at either inspiration (90% vital capacity: TLC) or expiration (20% vital capacity: FRC). Repeated scans were analyzed for: mean lung density (MLD), 15th percentile point of the density histogram (P15), low attenuation areas (LAA) and alpha (fractal measure of hole size distribution). Using inter-subject differences and previously reported bias, sample size was estimated from month or yearly change in density metrics obtained from published literature (i.e. meaningful change). RESULTS Inter-scan difference measurements were small for density metrics (ICC > 0.80) and average ICCs for whole lung alpha-910 and alpha-950 were 0.57 and 0.64, respectively. Power analyses demonstrated that, under the control conditions with minimal extrinsic variation, population sizes needed to detect meaningful changes in density measures for TLC or FRC repeated scans ranged from a few (20-40) to a few hundred subjects, respectively. CONCLUSION A meaningful sample size was predicted from this study using volume-controlled normal subjects in a controlled imaging environment. Under proper breath-hold conditions, high repeatability was obtained in cohorts of normal smokers and non-smokers.
与基于计算机断层扫描的肺密度测量相关的可重复性和样本量评估。
理由和目的基于密度的指标评估肺部疾病的严重程度,但随肺部膨胀和扫描方法的不同而不同。本研究的目的是评估正常人群中基于ct的单中心肺密度指标的可重复性,并评估在严格控制扫描参数和体积时检测肺密度指标有意义变化所需的研究样本量。材料和方法37名受试者(正常吸烟者和非吸烟者)同意在吸气(90%肺活量:TLC)或呼气(20%肺活量:FRC)时随机分配重复的屏气扫描。重复扫描分析:平均肺密度(MLD)、密度直方图第15百分位点(P15)、低衰减面积(LAA)和α(孔大小分布的分形度量)。利用受试者间差异和先前报告的偏倚,根据从已发表文献中获得的密度指标的月或年变化(即有意义的变化)估计样本量。结果密度指标扫描间差异较小(ICC > 0.80),全肺α -910和α -950的平均ICC分别为0.57和0.64。功率分析表明,在外部变化最小的控制条件下,检测TLC或FRC重复扫描密度测量的有意义变化所需的人口规模分别为几(20-40)到几百名受试者。结论本研究在受控的成像环境中使用体积控制的正常受试者,预测了有意义的样本量。在适当的屏气条件下,在正常吸烟者和非吸烟者的队列中获得了高重复性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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