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Inspiratory Lung Expansion in Patients with Interstitial Lung Disease: CT Histogram Analyses

This study aimed to evaluate inspiratory lung expansion in patients with interstitial lung disease (ILD) using histogram analyses based on advanced image registration between inspiratory and expiratory CT scans. We included 16 female ILD patients and eight age- and sex-matched normal controls who un...

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Autores principales: Park, Junghoan, Jung, Julip, Yoon, Soon Ho, Goo, Jin Mo, Hong, Helen, Yoon, Jeong-Hwa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6189065/
https://www.ncbi.nlm.nih.gov/pubmed/30323215
http://dx.doi.org/10.1038/s41598-018-33638-x
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author Park, Junghoan
Jung, Julip
Yoon, Soon Ho
Goo, Jin Mo
Hong, Helen
Yoon, Jeong-Hwa
author_facet Park, Junghoan
Jung, Julip
Yoon, Soon Ho
Goo, Jin Mo
Hong, Helen
Yoon, Jeong-Hwa
author_sort Park, Junghoan
collection PubMed
description This study aimed to evaluate inspiratory lung expansion in patients with interstitial lung disease (ILD) using histogram analyses based on advanced image registration between inspiratory and expiratory CT scans. We included 16 female ILD patients and eight age- and sex-matched normal controls who underwent full-inspiratory and expiratory CT scans. The CT scans were sequentially aligned based on the surface, landmarks, and attenuation of the lung parenchyma. Histogram analyses were performed on the degree of lung expansion (DLE) of each pixel between the aligned images in x-, y-, z-axes, and 3-dimensionally (3D). The overall mean registration error was 1.9 mm between the CT scans. The DLE(3D) in ILD patients was smaller than in the controls (mean, 17.6 mm vs. 26.9 mm; p = 0.023), and less heterogeneous in terms of standard deviation, entropy, and uniformity (p < 0.05). These results were mainly due to similar results in the DLE(Z) of the lower lungs. A forced vital capacity tended to be weakly correlated with mean (r(2) = 0.210; p = 0.074), and histogram parameters (r(2) = 0.194–0.251; p = 0.048–0.100) of the DLE(3D) in the lower lung in ILD patients. Our findings indicate that reduced and less heterogeneous inspiratory lung expansion in ILD patients can be identified by using advanced accurate image registration.
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spelling pubmed-61890652018-10-22 Inspiratory Lung Expansion in Patients with Interstitial Lung Disease: CT Histogram Analyses Park, Junghoan Jung, Julip Yoon, Soon Ho Goo, Jin Mo Hong, Helen Yoon, Jeong-Hwa Sci Rep Article This study aimed to evaluate inspiratory lung expansion in patients with interstitial lung disease (ILD) using histogram analyses based on advanced image registration between inspiratory and expiratory CT scans. We included 16 female ILD patients and eight age- and sex-matched normal controls who underwent full-inspiratory and expiratory CT scans. The CT scans were sequentially aligned based on the surface, landmarks, and attenuation of the lung parenchyma. Histogram analyses were performed on the degree of lung expansion (DLE) of each pixel between the aligned images in x-, y-, z-axes, and 3-dimensionally (3D). The overall mean registration error was 1.9 mm between the CT scans. The DLE(3D) in ILD patients was smaller than in the controls (mean, 17.6 mm vs. 26.9 mm; p = 0.023), and less heterogeneous in terms of standard deviation, entropy, and uniformity (p < 0.05). These results were mainly due to similar results in the DLE(Z) of the lower lungs. A forced vital capacity tended to be weakly correlated with mean (r(2) = 0.210; p = 0.074), and histogram parameters (r(2) = 0.194–0.251; p = 0.048–0.100) of the DLE(3D) in the lower lung in ILD patients. Our findings indicate that reduced and less heterogeneous inspiratory lung expansion in ILD patients can be identified by using advanced accurate image registration. Nature Publishing Group UK 2018-10-15 /pmc/articles/PMC6189065/ /pubmed/30323215 http://dx.doi.org/10.1038/s41598-018-33638-x Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Park, Junghoan
Jung, Julip
Yoon, Soon Ho
Goo, Jin Mo
Hong, Helen
Yoon, Jeong-Hwa
Inspiratory Lung Expansion in Patients with Interstitial Lung Disease: CT Histogram Analyses
title Inspiratory Lung Expansion in Patients with Interstitial Lung Disease: CT Histogram Analyses
title_full Inspiratory Lung Expansion in Patients with Interstitial Lung Disease: CT Histogram Analyses
title_fullStr Inspiratory Lung Expansion in Patients with Interstitial Lung Disease: CT Histogram Analyses
title_full_unstemmed Inspiratory Lung Expansion in Patients with Interstitial Lung Disease: CT Histogram Analyses
title_short Inspiratory Lung Expansion in Patients with Interstitial Lung Disease: CT Histogram Analyses
title_sort inspiratory lung expansion in patients with interstitial lung disease: ct histogram analyses
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6189065/
https://www.ncbi.nlm.nih.gov/pubmed/30323215
http://dx.doi.org/10.1038/s41598-018-33638-x
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