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肺量计与参数反应映射法对小气道功能障碍的不一致定义:基于高分辨率计算机断层扫描的研究

Discordant definitions of small airway dysfunction between spirometry and parametric response mapping: the HRCT-based study.

作者信息

Chen Bin, Gao Pan, Yang Yuling, Ma Zongjing, Sun Yingli, Lu Jinjuan, Qi Lin, Li Ming

机构信息

Department of Radiology, Huadong Hospital Affiliated to Fudan University, Shanghai, China.

Zhang Guozhen Small pulmonary Nodules Diagnosis and Treatment Center, Shanghai, China.

出版信息

Insights Imaging. 2024 Oct 2;15(1):233. doi: 10.1186/s13244-024-01819-0.

Abstract

OBJECTIVES

To analyze the lung structure of small airway dysfunction (SAD) defined by spirometry and parametric response mapping (PRM) using high-resolution computed tomography (HRCT), and to analyze the predictive factors for SAD.

METHODS

A prospective study was conducted with 388 participants undergoing pulmonary function test (PFT) and inspiratory-expiratory chest CT scans. The clinical data and HRCT assessments of SAD patients defined by both methods were compared. A prediction model for SAD was constructed based on logistic regression.

RESULTS

SAD was defined in 122 individuals by spirometry and 158 by PRM. In HRCT visual assessment, emphysema, tree-in-bud sign, and bronchial wall thickening have higher incidence in SAD defined by each method. (p < 0.001). Quantitative CT showed that spirometry-SAD had thicker airway walls (p < 0.001), smaller lumens (p = 0.011), fewer bronchi (p < 0.001), while PRM-SAD had slender blood vessels. Predictive factors for spirometry-SAD were age, male gender, the volume percentage of emphysema in PRM (PRM), tree-in-bud sign, bronchial wall thickening, bronchial count; for PRM-SAD were age, male gender, BMI, tree-in-bud sign, emphysema, the percentage of blood vessel volume with a cross-sectional area less than 1 mm (BV1/TBV). The area under curve (AUC) values for the fitted predictive models were 0.855 and 0.808 respectively.

CONCLUSIONS

Compared with PRM, SAD defined by spirometry is more closely related to airway morphology, while PRM is sensitive to early pulmonary dysfunction but may be interfered by pulmonary vessels. Models combining patient information and HRCT assessment have good predictive value for SAD.

CRITICAL RELEVANCE STATEMENT

HRCT reveals lung structural differences in small airway dysfunction defined by spirometry and parametric response mapping. This insight aids in understanding methodological differences and developing radiological tools for small airways that align with pathophysiology.

KEY POINTS

Spirometry-SAD shows thickened airway walls, narrowed lumen, and reduced branch count, which are closely related to airway morphology. PRM shows good sensitivity to early pulmonary dysfunction, although its assessment of SAD based on gas trapping may be affected by the density of pulmonary vessels and other lung structures. Combining patient information and HRCT features, the fitted model has good predictive performance for SAD defined by both spirometry and PRM (AUC values are 0.855 and 0.808, respectively).

摘要

目的

使用高分辨率计算机断层扫描(HRCT)分析通过肺活量测定法和参数反应映射(PRM)定义的小气道功能障碍(SAD)的肺结构,并分析SAD的预测因素。

方法

对388名接受肺功能测试(PFT)和吸气-呼气胸部CT扫描的参与者进行了一项前瞻性研究。比较了两种方法定义的SAD患者的临床数据和HRCT评估结果。基于逻辑回归构建了SAD的预测模型。

结果

通过肺活量测定法在122名个体中定义了SAD,通过PRM在158名个体中定义了SAD。在HRCT视觉评估中,肺气肿、树芽征和支气管壁增厚在每种方法定义的SAD中发生率更高(p < 0.001)。定量CT显示,肺活量测定法定义的SAD气道壁更厚(p < 0.001)、管腔更小(p = 0.011)、支气管更少(p < 0.001),而PRM定义的SAD血管更纤细。肺活量测定法定义的SAD的预测因素为年龄、男性性别、PRM中肺气肿的体积百分比(PRM)、树芽征、支气管壁增厚、支气管数量;PRM定义的SAD的预测因素为年龄、男性性别、BMI、树芽征、肺气肿、横截面积小于1 mm的血管体积百分比(BV1/TBV)。拟合预测模型的曲线下面积(AUC)值分别为0.855和0.808。

结论

与PRM相比,肺活量测定法定义的SAD与气道形态的关系更密切,而PRM对早期肺功能障碍敏感,但可能受到肺血管的干扰。结合患者信息和HRCT评估的模型对SAD具有良好的预测价值。

关键相关性声明

HRCT揭示了通过肺活量测定法和参数反应映射定义的小气道功能障碍中的肺结构差异。这一见解有助于理解方法学差异,并开发与病理生理学相符的小气道放射学工具。

要点

肺活量测定法定义的SAD显示气道壁增厚、管腔狭窄和分支数量减少,这与气道形态密切相关。PRM对早期肺功能障碍显示出良好的敏感性,尽管其基于气体潴留对SAD的评估可能受到肺血管密度和其他肺结构的影响。结合患者信息和HRCT特征,拟合模型对肺活量测定法和PRM定义的SAD均具有良好的预测性能(AUC值分别为0.855和0.808)。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9123/11447176/eff6ceb4162c/13244_2024_1819_Fig1_HTML.jpg

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