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基于生成模型的方法研究 CT 正常的吸烟人群气道重塑,并通过与对照个体间的变异性归一化来进行正常化处理。

Generation-based study of airway remodeling in smokers with normal-looking CT with normalization to control inter-subject variability.

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

出版信息

Eur J Radiol. 2021 May;138:109657. doi: 10.1016/j.ejrad.2021.109657. Epub 2021 Mar 13.

Abstract

PURPOSE

With the help of quantitative computed tomography (QCT), it is possible to identify smoking-associated airway remodeling. However, there is currently little information on whether QCT-based airway metrics are sensitive to early airway wall remodeling in subclinical phases of smoking-associated airway disease. This study aimed to evaluate a predictive model that normalized airway parameters and investigate structural airway alterations in smokers with normal-looking CT using the normalization scheme.

METHODS

In this retrospective analysis, 222 non-smokers (male 97, female 125) and 69 smokers (male 66, female 3) from January 2014 to December 2016 were included, and airway parameters were quantitatively analyzed. To control inter-subject variability, multiple linear regressions of tracheal wall thickness (WT), diameter (D), and luminal area (LA) were performed, adjusted for age, sex, and height. Using this normalization scheme, airway parameters with matched generation were compared between smokers and non-smokers.

RESULTS

Using the normalization scheme, it was possible to assess generation-based structural alterations of the airways in subclinical smokers. Smokers showed diffuse luminal narrowing of airways for most generations (P < 0.05, except 3rd generation), no change in wall thickness of the proximal bronchi (1st-3rd generation), and a thinning of distal airways (P <0.05, ≥4th generation).

CONCLUSION

QCT assessment for subclinical smokers can help identify minimal structural changes in airways induced by smoking.

摘要

目的

借助定量计算机断层扫描(QCT),可以识别与吸烟相关的气道重塑。然而,目前关于 QCT 气道指标是否对吸烟相关气道疾病亚临床阶段早期气道壁重塑敏感的信息较少。本研究旨在评估一种预测模型,该模型对气道参数进行归一化,并使用归一化方案研究正常 CT 表现的吸烟者的结构性气道改变。

方法

在这项回顾性分析中,纳入了 2014 年 1 月至 2016 年 12 月的 222 名非吸烟者(男性 97 名,女性 125 名)和 69 名吸烟者(男性 66 名,女性 3 名),并对气道参数进行了定量分析。为了控制个体间的变异性,对气管壁厚度(WT)、直径(D)和管腔面积(LA)进行了多元线性回归分析,调整了年龄、性别和身高因素。使用这种归一化方案,比较了吸烟者和非吸烟者之间匹配代际的气道参数。

结果

使用归一化方案,可以评估亚临床吸烟者气道的代际结构改变。与非吸烟者相比,吸烟者表现为大多数代际气道的弥漫性管腔狭窄(P<0.05,第 3 代除外)、近端支气管壁厚度无变化(第 1-3 代)和远端气道变薄(P<0.05,第 4 代及以上)。

结论

QCT 对亚临床吸烟者的评估有助于识别吸烟引起的气道最小结构变化。

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