Semiautomatic assessment of respiratory dynamics using cine MRI in chronic obstructive pulmonary disease

医学 慢性阻塞性肺病 肺容积 振膜(声学) 呼吸系统 核医学 肺活量测定 矢状面 心脏病学 放射科 内科学 声学 物理 扬声器 哮喘
作者
Hirotaka Sato,Naoko Kawata,Ayako Shimada,Yuma Iwao,Chen Ye,Yoshitada Masuda,Hideaki Haneishi,Koichiro Tatsumi,Takuji Suzuki
出处
期刊:European Journal of Radiology Open [Elsevier BV]
卷期号:9: 100442-100442
标识
DOI:10.1016/j.ejro.2022.100442
摘要

The quantitative assessment of impaired lung motions and their association with the clinical characteristics of COPD patients is challenging. The aim of this study was to measure respiratory kinetics, including asynchronous movements, and to analyze the relationship between lung area and other clinical parameters.This study enrolled 10 normal control participants and 21 COPD patients who underwent dynamic MRI and pulmonary function testing (PFT). The imaging program was implemented using MATLAB®. Each lung area was detected semi-automatically on a coronal image (imaging level at the aortic valve) from the inspiratory phase to the expiratory phase. The Dice index of the manual measurements was calculated, with the relationship between lung area ratio and other clinical parameters, including PFTs then evaluated. The asynchronous movements of the diaphragm were also evaluated using a sagittal image.The Dice index for the lung region using the manual and semi-automatic extraction methods was high (Dice index = 0.97 ± 0.03). A significant correlation was observed between the time corrected lung area ratio and percentage of forced expiratory volume in 1 s (FEV1%pred) and residual volume percentage (RV%pred) (r = -0.54, p = 0.01, r = 0.50, p = 0.03, respectively). The correlation coefficient between each point of the diaphragm in the group with visible see-saw like movements was significantly lower than that in the group without see-saw like movements (value = -0.36 vs 0.95, p = 0.001).Semi-automated extraction of lung area from Cine MRI might be useful for detecting impaired respiratory kinetics in patients with COPD.

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