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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...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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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. |
format | Online Article Text |
id | pubmed-8802288 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
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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