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Current Smoking Status Is Associated With Lower Quantitative CT Measures of Emphysema and Gas Trapping
The purposes of this study were to evaluate the effect of smoking status on quantitative computed tomography CT measures of low-attenuation areas (LAAs) on inspiratory and expiratory CT and to provide a method of adjusting for this effect. MATERIALS AND METHODS: A total of 6762 current and former sm...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4677600/ https://www.ncbi.nlm.nih.gov/pubmed/26429588 http://dx.doi.org/10.1097/RTI.0000000000000181 |
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author | Zach, Jordan A. Williams, Andre Jou, Sung-Shiick Yagihashi, Kunihiro Everett, Douglas Hokanson, John E. Stinson, Douglas Lynch, David A. |
author_facet | Zach, Jordan A. Williams, Andre Jou, Sung-Shiick Yagihashi, Kunihiro Everett, Douglas Hokanson, John E. Stinson, Douglas Lynch, David A. |
author_sort | Zach, Jordan A. |
collection | PubMed |
description | The purposes of this study were to evaluate the effect of smoking status on quantitative computed tomography CT measures of low-attenuation areas (LAAs) on inspiratory and expiratory CT and to provide a method of adjusting for this effect. MATERIALS AND METHODS: A total of 6762 current and former smokers underwent spirometry and volumetric inspiratory and expiratory CT. Quantitative CT analysis was completed using open-source 3D Slicer software. LAAs were defined as lung voxels with attenuation values ≤−950 Hounsfield units (HU) on inspiratory CT and ≤−856 HU on expiratory CT and were expressed as percentage of CT lung volume (%LAA(I-950) and %LAA(E-856)). Multiple linear regression was used to determine the effect of smoking status on %LAA(I-950) and %LAA(E-856) while controlling for demographic variables, spirometric lung function, and smoking history, as well as total lung capacity (%LAA(I-950)) or functional residual capacity (%LAA(E-856)). Quantile normalization was used to align the %LAA(I-950) distributions for current and former smokers. RESULTS: Mean %LAA(I-950) was 4.2±7.1 in current smokers and 7.7±9.7 in former smokers (P<0.001). After adjusting for confounders, %LAA(I-950) was 3.5 percentage points lower and %LAA(E-856) was 6.0 percentage points lower in current smokers than in former smokers (P<0.001). After quantile normalization, smoking status was an insignificant variable in the inspiratory regression model, with %LAA(I-950) being 0.27 percentage points higher in current smokers (P=0.13). CONCLUSIONS: After adjusting for patient demographics and lung function, current smokers display significantly lower %LAA(I-950) and %LAA(E-856) than do former smokers. Potential methods for adjusting for this effect would include adding a fixed value (eg, 3.5%) to the calculated percentage of emphysema in current smokers, or quantile normalization. |
format | Online Article Text |
id | pubmed-4677600 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-46776002015-12-21 Current Smoking Status Is Associated With Lower Quantitative CT Measures of Emphysema and Gas Trapping Zach, Jordan A. Williams, Andre Jou, Sung-Shiick Yagihashi, Kunihiro Everett, Douglas Hokanson, John E. Stinson, Douglas Lynch, David A. J Thorac Imaging Original Articles The purposes of this study were to evaluate the effect of smoking status on quantitative computed tomography CT measures of low-attenuation areas (LAAs) on inspiratory and expiratory CT and to provide a method of adjusting for this effect. MATERIALS AND METHODS: A total of 6762 current and former smokers underwent spirometry and volumetric inspiratory and expiratory CT. Quantitative CT analysis was completed using open-source 3D Slicer software. LAAs were defined as lung voxels with attenuation values ≤−950 Hounsfield units (HU) on inspiratory CT and ≤−856 HU on expiratory CT and were expressed as percentage of CT lung volume (%LAA(I-950) and %LAA(E-856)). Multiple linear regression was used to determine the effect of smoking status on %LAA(I-950) and %LAA(E-856) while controlling for demographic variables, spirometric lung function, and smoking history, as well as total lung capacity (%LAA(I-950)) or functional residual capacity (%LAA(E-856)). Quantile normalization was used to align the %LAA(I-950) distributions for current and former smokers. RESULTS: Mean %LAA(I-950) was 4.2±7.1 in current smokers and 7.7±9.7 in former smokers (P<0.001). After adjusting for confounders, %LAA(I-950) was 3.5 percentage points lower and %LAA(E-856) was 6.0 percentage points lower in current smokers than in former smokers (P<0.001). After quantile normalization, smoking status was an insignificant variable in the inspiratory regression model, with %LAA(I-950) being 0.27 percentage points higher in current smokers (P=0.13). CONCLUSIONS: After adjusting for patient demographics and lung function, current smokers display significantly lower %LAA(I-950) and %LAA(E-856) than do former smokers. Potential methods for adjusting for this effect would include adding a fixed value (eg, 3.5%) to the calculated percentage of emphysema in current smokers, or quantile normalization. Lippincott Williams & Wilkins 2016-01 2015-10-01 /pmc/articles/PMC4677600/ /pubmed/26429588 http://dx.doi.org/10.1097/RTI.0000000000000181 Text en Copyright © 2015 Wolters Kluwer Health, Inc. All rights reserved. This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially. http://creativecommons.org/licenses/by-nc-nd/4.0/. |
spellingShingle | Original Articles Zach, Jordan A. Williams, Andre Jou, Sung-Shiick Yagihashi, Kunihiro Everett, Douglas Hokanson, John E. Stinson, Douglas Lynch, David A. Current Smoking Status Is Associated With Lower Quantitative CT Measures of Emphysema and Gas Trapping |
title | Current Smoking Status Is Associated With Lower Quantitative CT Measures of Emphysema and Gas Trapping |
title_full | Current Smoking Status Is Associated With Lower Quantitative CT Measures of Emphysema and Gas Trapping |
title_fullStr | Current Smoking Status Is Associated With Lower Quantitative CT Measures of Emphysema and Gas Trapping |
title_full_unstemmed | Current Smoking Status Is Associated With Lower Quantitative CT Measures of Emphysema and Gas Trapping |
title_short | Current Smoking Status Is Associated With Lower Quantitative CT Measures of Emphysema and Gas Trapping |
title_sort | current smoking status is associated with lower quantitative ct measures of emphysema and gas trapping |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4677600/ https://www.ncbi.nlm.nih.gov/pubmed/26429588 http://dx.doi.org/10.1097/RTI.0000000000000181 |
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