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使用定量 HRCT 成像特征对比例保留型肺功能损害(PRISm)进行亚型分类。

Subtyping preserved ratio impaired spirometry (PRISm) by using quantitative HRCT imaging characteristics.

机构信息

Department of Radiology, Huadong Hospital Affiliated to Fudan University, 221 West Yanan Road, Jingan District, Shanghai, 200040, China.

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

出版信息

Respir Res. 2022 Nov 11;23(1):309. doi: 10.1186/s12931-022-02113-7.

DOI:10.1186/s12931-022-02113-7
PMID:36369019
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9652811/
Abstract

BACKGROUND

Preserved Ratio Impaired Spirometry (PRISm) is defined as FEV1/FVC ≥ 70% and FEV1 < 80%pred by pulmonary function test (PFT). It has highly prevalence and is associated with increased respiratory symptoms, systemic inflammation, and mortality. However, there are few radiological studies related to PRISm. The purpose of this study was to investigate the quantitative high-resolution computed tomography (HRCT) characteristics of PRISm and to evaluate the correlation between quantitative HRCT parameters and pulmonary function parameters, with the goal of establishing a nomogram model for predicting PRISm based on quantitative HRCT.

METHODS

A prospective and continuous study was performed in 488 respiratory outpatients from February 2020 to February 2021. All patients underwent both deep inspiratory and expiratory CT examinations, and received pulmonary function test (PFT) within 1 month. According to the exclusion criteria and Global Initiative for Chronic Obstructive Lung Disease (GOLD) classification standard, 94 cases of normal pulmonary function, 51 cases of PRISm and 48 cases of mild to moderate chronic obstructive lung disease (COPD) were included in the study. The lung parenchyma, parametric response mapping (PRM), airway and vessel parameters were measured by automatic segmentation software (Aview). One-way analysis of variance (ANOVA) was used to compare the differences in clinical features, pulmonary function parameters and quantitative CT parameters. Spearman rank correlation analysis was used to evaluate the correlation between CT quantitative index and pulmonary function parameters. The predictors were obtained by binary logistics regression analysis respectively in normal and PRISm as well as PRISm and mild to moderate COPD, and the nomogram model was established.

RESULTS

There were significant differences in pulmonary function parameters among the three groups (P < 0.001). The differences in pulmonary parenchyma parameters such as emphysema index (EI), pixel indices-1 (PI-1) and PI-15 were mainly between mild to moderate COPD and the other two groups. The differences of airway parameters and pulmonary vascular parameters were mainly between normal and the other two groups, but were not found between PRISm and mild to moderate COPD. Especially there were significant differences in mean lung density (MLD) and the percent of normal in PRM (PRM) among the three groups. Most of the pulmonary quantitative CT parameters had mild to moderate correlation with pulmonary function parameters. The predictors of the nomogram model using binary logistics regression analysis to distinguish normal from PRISm were smoking, MLD, the percent of functional small airways disease (fSAD) in PRM (PRM) and Lumen area. It had a good goodness of fit (χ = 0.31, P < 0.001) with the area under curve (AUC) value of 0.786. The predictor of distinguishing PRISm from mild to moderate COPD were PRM (P < 0.001, AUC = 0.852).

CONCLUSIONS

PRISm was significantly different from subjects with normal pulmonary function in small airway and vessel lesions, which was more inclined to mild to moderate COPD, but there was no increase in pulmonary parenchymal attenuation. The nomogram based on quantitative HRCT parameters has good predictive value and provide more objective evidence for the early screening of PRISm.

摘要

背景

保留比率受损的肺量测定(PRISm)定义为用力肺活量(FEV1)/用力肺活量(FVC)≥70%和 FEV1<80%预测的肺功能测试(PFT)。它具有很高的患病率,与呼吸症状增加、全身炎症和死亡率有关。然而,与 PRISm 相关的影像学研究很少。本研究的目的是探讨 PRISm 的定量高分辨率计算机断层扫描(HRCT)特征,并评估定量 HRCT 参数与肺功能参数之间的相关性,旨在建立基于定量 HRCT 的 PRISm 预测列线图模型。

方法

2020 年 2 月至 2021 年 2 月进行了一项前瞻性、连续的呼吸门诊患者研究。所有患者均接受深吸气和深呼气 CT 检查,并在 1 个月内接受肺功能测试(PFT)。根据排除标准和全球慢性阻塞性肺疾病倡议(GOLD)分类标准,纳入了 94 例正常肺功能、51 例 PRISm 和 48 例轻中度慢性阻塞性肺疾病(COPD)患者。使用自动分割软件(Aview)测量肺实质、参数反应映射(PRM)、气道和血管参数。采用单因素方差分析(ANOVA)比较三组间临床特征、肺功能参数和定量 CT 参数的差异。采用 Spearman 秩相关分析评估 CT 定量指标与肺功能参数的相关性。分别在正常组和 PRISm 组以及 PRISm 和轻中度 COPD 组中进行二元逻辑回归分析,获得预测因子,并建立列线图模型。

结果

三组间肺功能参数差异有统计学意义(P<0.001)。肺气肿指数(EI)、像素指数-1(PI-1)和 PI-15 等肺实质参数的差异主要在轻中度 COPD 与其他两组之间。气道和肺血管参数的差异主要在正常组与其他两组之间,但在 PRISm 与轻中度 COPD 之间未发现差异。特别是在三组之间平均肺密度(MLD)和 PRM 中正常的百分比(PRM)有显著差异。大多数肺定量 CT 参数与肺功能参数呈轻度至中度相关。二元逻辑回归分析鉴别正常与 PRISm 的列线图模型预测因子为吸烟、MLD、PRM 中功能性小气道疾病(fSAD)的百分比(PRM)和管腔面积。该模型拟合优度良好(χ=0.31,P<0.001),曲线下面积(AUC)值为 0.786。鉴别 PRISm 与轻中度 COPD 的预测因子为 PRM(P<0.001,AUC=0.852)。

结论

PRISm 在小气道和血管病变方面与正常肺功能患者明显不同,更倾向于轻中度 COPD,但肺实质衰减没有增加。基于定量 HRCT 参数的列线图具有良好的预测价值,为 PRISm 的早期筛查提供了更客观的证据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/057f/9652811/873b2174a05a/12931_2022_2113_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/057f/9652811/90b2b7b9de1b/12931_2022_2113_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/057f/9652811/953de81bfe1d/12931_2022_2113_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/057f/9652811/911df5c6e958/12931_2022_2113_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/057f/9652811/873b2174a05a/12931_2022_2113_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/057f/9652811/90b2b7b9de1b/12931_2022_2113_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/057f/9652811/953de81bfe1d/12931_2022_2113_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/057f/9652811/911df5c6e958/12931_2022_2113_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/057f/9652811/873b2174a05a/12931_2022_2113_Fig4_HTML.jpg

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