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

被引:8
作者
Chae, Kum Ju [1 ]
Jin, Gong Yong [1 ]
Choi, Jiwoong [2 ,3 ]
Lee, Chang Hyun [4 ,5 ]
Choi, Sanghun [6 ]
Choi, Hyemi [7 ,8 ]
Park, Jeongjae [9 ]
Lin, Ching-Long [10 ,11 ]
Hoffman, Eric A. [10 ,11 ]
机构
[1] Jeonbuk Natl Univ, Dept Radiol, Biomed Res Inst, Res Inst Clin Med,Jeonbuk Natl Univ Hosp,Dept Rad, Jeonju, South Korea
[2] Univ Kansas, Sch Med, Dept Internal Med, Kansas City, KS USA
[3] Univ Kansas, Dept Bioengn, Lawrence, KS 66045 USA
[4] Seoul Natl Univ Hosp, Dept Radiol, Seoul, South Korea
[5] Seoul Natl Univ, Inst Radiat Med, Dept Radiol, Coll Med, Seoul, South Korea
[6] Kyungpook Natl Univ, Sch Mech Engn, Daegu, South Korea
[7] Jeonbuk Natl Univ, Dept Stat, Jeonju, Jeonbuk, South Korea
[8] Jeonbuk Natl Univ, Inst Appl Stat, Jeonju, Jeonbuk, South Korea
[9] Wonkwang Univ, Reg Cardiocerebrovasc Ctr, Dept Stat, Sch Med, Iksan, Jeonbuk, South Korea
[10] Univ Iowa, Dept Radiol, Iowa City, IA 52242 USA
[11] Univ Iowa, Dept Biomed Engn, Iowa City, IA 52242 USA
关键词
Chronic obstructive pulmonary disease; Airway remodeling; Smoking; Quantitative computed tomography; QUANTITATIVE COMPUTED-TOMOGRAPHY; OBSTRUCTIVE PULMONARY-DISEASE; WALL THICKNESS; BRONCHOARTERIAL RATIO; DIMENSIONS; EMPHYSEMA; SMOKING; AGE; SEGMENTATION; LUNGS;
D O I
10.1016/j.ejrad.2021.109657
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
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.
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页数:8
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