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吸烟者吸气和呼气 CT 扫描密度直方图的峰度和偏度。

Kurtosis and skewness of density histograms on inspiratory and expiratory CT scans in smokers.

机构信息

Center for Pulmonary Functional Imaging, Brigham and Women's Hospital, Boston, MA, USA.

出版信息

COPD. 2011 Feb;8(1):13-20. doi: 10.3109/15412555.2010.541537.

DOI:10.3109/15412555.2010.541537
PMID:21299474
Abstract

The aim of this study is to evaluate the relationship between lung function and kurtosis or skewness of lung density histograms on computed tomography (CT) in smokers. Forty-six smokers (age range 46?81 years), enrolled in the Lung Tissue Research Consortium, underwent pulmonary function tests (PFT) and chest CT at full inspiration and full expiration. On both inspiratory and expiratory scans, kurtosis and skewness of the density histograms were automatically measured by open-source software. Correlations between CT measurements and lung function were evaluated by the linear regression analysis. Although no significant correlations were found between inspiratory kurtosis or skewness and PFT results, expiratory kurtosis significantly correlated with the following: the percentage of predicted value of forced expiratory volume in the first second (FEV(1)), the ratio of FEV(1) to forced vital capacity (FVC), and the ratio of residual volume (RV) to total lung capacity (TLC) (FEV(1)%predicted, R = -0.581, p < 0.001; FEV(1)/FVC, R = -0.612, p < 0.001; RV/TLC, R = 0.613, p < 0.001, respectively). Similarly, expiratory skewness showed significant correlations with PFT results (FEV(1)%predicted, R = -0.584, p < 0.001; FEV(1)/FVC, R = -0.619, p < 0.001; RV/TLC, R = 0.585, p < 0.001, respectively). Also, the expiratory/inspiratory (E/I) ratios of kurtosis and skewness significantly correlated with FEV(1)%predicted (p < 0.001), FEV(1)/FVC (p < 0.001), RV/TLC (p < 0.001), and the percentage of predicted value of diffusing capacity for carbon monoxide (kurtosis E/I ratio, p = 0.001; skewness E/I ratio, p = 0.03, respectively). We conclude therefore that expiratory values and the E/I ratios of kurtosis and skewness of CT densitometry reflect airflow limitation and air-trapping. Higher kurtosis or skewness on expiratory CT scan indicates more severe conditions in smokers.

摘要

本研究旨在评估吸烟者 CT 肺密度直方图峰度或偏度与肺功能之间的关系。46 名吸烟者(年龄 46-81 岁)参加了肺组织研究联盟,在吸气和呼气末进行了肺功能测试(PFT)和胸部 CT 检查。在吸气和呼气扫描中,使用开源软件自动测量密度直方图的峰度和偏度。通过线性回归分析评估 CT 测量值与肺功能之间的相关性。虽然吸气峰度或偏度与 PFT 结果无显著相关性,但呼气峰度与以下指标显著相关:用力呼气量占预计值的百分比(FEV1)、FEV1 与用力肺活量(FVC)的比值以及残气量(RV)与肺总量(TLC)的比值(FEV1%pred,R=-0.581,p<0.001;FEV1/FVC,R=-0.612,p<0.001;RV/TLC,R=0.613,p<0.001)。同样,呼气偏度与 PFT 结果也有显著相关性(FEV1%pred,R=-0.584,p<0.001;FEV1/FVC,R=-0.619,p<0.001;RV/TLC,R=0.585,p<0.001)。此外,呼气/吸气(E/I)峰度和偏度比值与 FEV1%pred(p<0.001)、FEV1/FVC(p<0.001)、RV/TLC(p<0.001)和一氧化碳弥散量预计值的百分比显著相关(峰度 E/I 比值,p=0.001;偏度 E/I 比值,p=0.03)。因此,我们得出结论,CT 密度测定的呼气值和峰度及偏度的 E/I 比值反映了气流受限和空气潴留。呼气 CT 扫描中峰度或偏度较高表明吸烟者的病情更严重。

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