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相对区域性肺容积变化图在 COPD 患者低肺衰减区反映了可变通气。

Relative Regional Air Volume Change Maps at the Acinar Scale Reflect Variable Ventilation in Low Lung Attenuation of COPD patients.

机构信息

Department of Radiology, Research Institute of Clinical Medicine of Jeonbuk National University-Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, South Korea.

Department of Internal Medicine, School of Medicine, University of Kansas, Kansas City, Kansas; Department of Mechanical Engineering, University of Iowa, Iowa City, Iowa; IIHR-Hydroscience and Engineering, University of Iowa, Iowa City, Iowa.

出版信息

Acad Radiol. 2020 Nov;27(11):1540-1548. doi: 10.1016/j.acra.2019.12.004. Epub 2020 Feb 3.

Abstract

OBJECTIVES

The purpose of this study was to investigate regional air volume changes at the acinar scale of the lung in chronic obstructive pulmonary disease (COPD) patients using an image registration technique.

MATERIALS AND METHODS

Thirty-four emphysema patients and 24 subjects with normal chest CT and pulmonary function test (PFT) results were included in this retrospective study for which informed consent was waived by the institutional review board. After lung segmentation, a mass-preserving image registration technique was used to compute relative regional air volume changes (RRAVCs) between inspiration and expiration CT scans. After determining the appropriate thresholds of RRAVCs for low ventilation areas (LVAs), they were displayed and analyzed using color maps on the background inspiration CT image, and compared with the low attenuation area (LAA) map. Correlations between quantitative CT parameters and PFTs were assessed using Pearson's correlation test, and parameters were compared between emphysema and normal-CT patients using the Student's t-test.

RESULTS

LVA percentage with an RRAVC threshold of 0.5 (%LVA) showed the strongest correlations with FEV/FVC (r = -0.566), FEV (r = -0.534), %LAA (r = 0.712), and %LAA (r = 0.775). %LVA was significantly higher (P < 0.001) in COPD patients than normal subjects. Despite the identical appearance of emphysematous lesions on the LAA map, the RRAVC map depicted a wide range of ventilation differences between these LAA clusters.

CONCLUSION

RRAVC-based %LVA correlated well with FEV/FVC, FEV, %LAA and %LAA. RRAVC holds the potential for providing additional acinar scale functional information for emphysematous LAAs in inspiratory CT images, providing the basis for a novel set for emphysematous phenotypes.

摘要

目的

本研究旨在利用图像配准技术研究慢性阻塞性肺疾病(COPD)患者肺部腺泡尺度的区域性肺容积变化。

材料与方法

本回顾性研究共纳入 34 例肺气肿患者和 24 例胸部 CT 和肺功能检查(PFT)结果正常的受试者,该研究已获得机构审查委员会的豁免知情同意。在进行肺分割后,使用质量保持图像配准技术来计算吸气和呼气 CT 扫描之间的相对区域性肺容积变化(RRAVC)。在确定低通气区(LVA)的 RRAVC 适当阈值后,将其显示并在背景吸气 CT 图像上使用彩色地图进行分析,并与低衰减区(LAA)图进行比较。使用 Pearson 相关检验评估定量 CT 参数与 PFT 之间的相关性,使用 Student's t 检验比较肺气肿和正常 CT 患者之间的参数。

结果

RRAVC 阈值为 0.5(%LVA)的 LVA 百分比与 FEV/FVC(r=-0.566)、FEV(r=-0.534)、%LAA(r=0.712)和 %LAA(r=0.775)具有最强相关性。与正常受试者相比,COPD 患者的 %LVA 明显更高(P<0.001)。尽管 LAA 图上肺气肿病变的外观相同,但 RRAVC 图描绘了这些 LAA 簇之间广泛的通气差异。

结论

基于 RRAVC 的%LVA 与 FEV/FVC、FEV、%LAA 和 %LAA 相关性良好。RRAVC 有可能为吸气 CT 图像中的肺气肿 LAA 提供额外的腺泡尺度功能信息,为肺气肿表型提供新的依据。

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