Normal age-related quantitative CT values in the pediatric lung: from the first breath to adulthood

医学 峰度 线性回归 偏斜 核医学 肺容积 人体测量学 回归分析 相关性 薄壁组织 内科学 数学 病理 统计 几何学
作者
Christian A. Barrera,Savvas Andronikou,Ignacio E. Tapia,Ammie M. White,David M. Biko,Jordan B. Rapp,Xiaowei Zhu,Hansel J. Otero
出处
期刊:Clinical Imaging [Elsevier]
卷期号:75: 111-118 被引量:3
标识
DOI:10.1016/j.clinimag.2020.12.021
摘要

Objective To characterize the normal progression of quantitative CT parameters in normal children from birth to adulthood. Materials and methods Patients aged 0–18 years with non-contrast-enhanced chest CT and evidence of normal lung parenchyma were included. Patients with respiratory symptoms, incomplete anthropometric measurements, or sub-optimal imaging technique were excluded. Segmentation was performed using an open-source software with an automated threshold segmentation. The following parameters were obtained: mean lung density, kurtosis, skewness, lung volume, and mass. Linear and exponential regression models were calculated with age and height as independent variables. A p-value of <0.05 was considered significant. Results 220 patients (111 females, 109 males) were included. Mean age was 9.6 ± 5.9 years and mean height was 133.9 ± 35.1 cm. Simple linear regression showed a significant relationship between mean lung density with age (R 2 = 0.70) and height (R 2 = 0.73). Kurtosis displayed a significant exponential correlation with age (R 2 = 0.70) and height (R 2 = 0.71). Skewness showed a significant exponential correlation with age (R 2 = 0.71) and height (R 2 = 0.73). Lung mass showed a correlation with age (R 2 = 0.93) and height (R 2 = 0.92). Exponential regression showed a significant relationship between lung volume with age (R 2 = 0.88) and height (R 2 = 0.93). Conclusion Quantitative CT parameters of the lung parenchyma demonstrate changes from birth to adulthood. As children grow, the mean lung density decreases, and the lung parenchyma becomes more homogenous.

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