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Vector-field dynamic x-ray (VF-DXR) using optical flow method in patients with chronic obstructive pulmonary disease

BACKGROUND: We assessed the difference in lung motion during inspiration/expiration between chronic obstructive pulmonary disease (COPD) patients and healthy volunteers using vector-field dynamic x-ray (VF-DXR) with optical flow method (OFM). METHODS: We enrolled 36 COPD patients and 47 healthy volu...

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Autores principales: Hino, Takuya, Tsunomori, Akinori, Hata, Akinori, Hida, Tomoyuki, Yamada, Yoshitake, Ueyama, Masako, Yoneyama, Tsutomu, Kurosaki, Atsuko, Kamitani, Takeshi, Ishigami, Kousei, Fukumoto, Takenori, Kudoh, Shoji, Hatabu, Hiroto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8802288/
https://www.ncbi.nlm.nih.gov/pubmed/35099604
http://dx.doi.org/10.1186/s41747-021-00254-w
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author Hino, Takuya
Tsunomori, Akinori
Hata, Akinori
Hida, Tomoyuki
Yamada, Yoshitake
Ueyama, Masako
Yoneyama, Tsutomu
Kurosaki, Atsuko
Kamitani, Takeshi
Ishigami, Kousei
Fukumoto, Takenori
Kudoh, Shoji
Hatabu, Hiroto
author_facet Hino, Takuya
Tsunomori, Akinori
Hata, Akinori
Hida, Tomoyuki
Yamada, Yoshitake
Ueyama, Masako
Yoneyama, Tsutomu
Kurosaki, Atsuko
Kamitani, Takeshi
Ishigami, Kousei
Fukumoto, Takenori
Kudoh, Shoji
Hatabu, Hiroto
author_sort Hino, Takuya
collection PubMed
description BACKGROUND: We assessed the difference in lung motion during inspiration/expiration between chronic obstructive pulmonary disease (COPD) patients and healthy volunteers using vector-field dynamic x-ray (VF-DXR) with optical flow method (OFM). METHODS: We enrolled 36 COPD patients and 47 healthy volunteers, classified according to pulmonary function into: normal, COPD mild, and COPD severe. Contrast gradient was obtained from sequential dynamic x-ray (DXR) and converted to motion vector using OFM. VF-DXR images were created by projection of the vertical component of lung motion vectors onto DXR images. The maximum magnitude of lung motion vectors in tidal inspiration/expiration, forced inspiration/expiration were selected and defined as lung motion velocity (LMV). Correlations between LMV with demographics and pulmonary function and differences in LMV between COPD patients and healthy volunteers were investigated. RESULTS: Negative correlations were confirmed between LMV and % forced expiratory volume in one second (%FEV(1)) in the tidal inspiration in the right lung (Spearman’s rank correlation coefficient, r(s) = -0.47, p < 0.001) and the left lung (r(s) = -0.32, p = 0.033). A positive correlation between LMV and %FEV(1) in the tidal expiration was observed only in the right lung (r(s) = 0.25, p = 0.024). LMVs among normal, COPD mild and COPD severe groups were different in the tidal respiration. COPD mild group showed a significantly larger magnitude of LMV compared with the normal group. CONCLUSIONS: In the tidal inspiration, the lung parenchyma moved faster in COPD patients compared with healthy volunteers. VF-DXR was feasible for the assessment of lung parenchyma using LMV. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s41747-021-00254-w.
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spelling pubmed-88022882022-01-31 Vector-field dynamic x-ray (VF-DXR) using optical flow method in patients with chronic obstructive pulmonary disease Hino, Takuya Tsunomori, Akinori Hata, Akinori Hida, Tomoyuki Yamada, Yoshitake Ueyama, Masako Yoneyama, Tsutomu Kurosaki, Atsuko Kamitani, Takeshi Ishigami, Kousei Fukumoto, Takenori Kudoh, Shoji Hatabu, Hiroto Eur Radiol Exp Original Article BACKGROUND: We assessed the difference in lung motion during inspiration/expiration between chronic obstructive pulmonary disease (COPD) patients and healthy volunteers using vector-field dynamic x-ray (VF-DXR) with optical flow method (OFM). METHODS: We enrolled 36 COPD patients and 47 healthy volunteers, classified according to pulmonary function into: normal, COPD mild, and COPD severe. Contrast gradient was obtained from sequential dynamic x-ray (DXR) and converted to motion vector using OFM. VF-DXR images were created by projection of the vertical component of lung motion vectors onto DXR images. The maximum magnitude of lung motion vectors in tidal inspiration/expiration, forced inspiration/expiration were selected and defined as lung motion velocity (LMV). Correlations between LMV with demographics and pulmonary function and differences in LMV between COPD patients and healthy volunteers were investigated. RESULTS: Negative correlations were confirmed between LMV and % forced expiratory volume in one second (%FEV(1)) in the tidal inspiration in the right lung (Spearman’s rank correlation coefficient, r(s) = -0.47, p < 0.001) and the left lung (r(s) = -0.32, p = 0.033). A positive correlation between LMV and %FEV(1) in the tidal expiration was observed only in the right lung (r(s) = 0.25, p = 0.024). LMVs among normal, COPD mild and COPD severe groups were different in the tidal respiration. COPD mild group showed a significantly larger magnitude of LMV compared with the normal group. CONCLUSIONS: In the tidal inspiration, the lung parenchyma moved faster in COPD patients compared with healthy volunteers. VF-DXR was feasible for the assessment of lung parenchyma using LMV. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s41747-021-00254-w. Springer International Publishing 2022-01-31 /pmc/articles/PMC8802288/ /pubmed/35099604 http://dx.doi.org/10.1186/s41747-021-00254-w Text en © The Author(s) under exclusive licence to European Society of Radiology 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Article
Hino, Takuya
Tsunomori, Akinori
Hata, Akinori
Hida, Tomoyuki
Yamada, Yoshitake
Ueyama, Masako
Yoneyama, Tsutomu
Kurosaki, Atsuko
Kamitani, Takeshi
Ishigami, Kousei
Fukumoto, Takenori
Kudoh, Shoji
Hatabu, Hiroto
Vector-field dynamic x-ray (VF-DXR) using optical flow method in patients with chronic obstructive pulmonary disease
title Vector-field dynamic x-ray (VF-DXR) using optical flow method in patients with chronic obstructive pulmonary disease
title_full Vector-field dynamic x-ray (VF-DXR) using optical flow method in patients with chronic obstructive pulmonary disease
title_fullStr Vector-field dynamic x-ray (VF-DXR) using optical flow method in patients with chronic obstructive pulmonary disease
title_full_unstemmed Vector-field dynamic x-ray (VF-DXR) using optical flow method in patients with chronic obstructive pulmonary disease
title_short Vector-field dynamic x-ray (VF-DXR) using optical flow method in patients with chronic obstructive pulmonary disease
title_sort vector-field dynamic x-ray (vf-dxr) using optical flow method in patients with chronic obstructive pulmonary disease
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8802288/
https://www.ncbi.nlm.nih.gov/pubmed/35099604
http://dx.doi.org/10.1186/s41747-021-00254-w
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