TY - JOUR
T1 - Vector-field dynamic x-ray (VF-DXR) using optical flow method in patients with chronic obstructive pulmonary disease
AU - Hino, Takuya
AU - Tsunomori, Akinori
AU - Hata, Akinori
AU - Hida, Tomoyuki
AU - Yamada, Yoshitake
AU - Ueyama, Masako
AU - Yoneyama, Tsutomu
AU - Kurosaki, Atsuko
AU - Kamitani, Takeshi
AU - Ishigami, Kousei
AU - Fukumoto, Takenori
AU - Kudoh, Shoji
AU - Hatabu, Hiroto
N1 - Funding Information:
This study was supported by grants from Konica Minolta Inc.
Funding Information:
HH reports grants from Konica Minolta Inc. for the submitted work, grants from Canon Medical Systems Inc., other from Canon Medical Systems Inc., personal fees from Mitsubishi Chemical Inc., outside the submitted work.
Funding Information:
HH was supported by NIH R01CA203636, 5U01CA209414-03, NIH/NHLBI 2R01HL111024-06, NIH R01HL135142, and NIH/NHLBI 1R01HL130974, outside the submitted work.
Publisher Copyright:
© 2022, The Author(s) under exclusive licence to European Society of Radiology.
PY - 2022/12
Y1 - 2022/12
N2 - 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 (%FEV1) in the tidal inspiration in the right lung (Spearman’s rank correlation coefficient, rs = -0.47, p < 0.001) and the left lung (rs = -0.32, p = 0.033). A positive correlation between LMV and %FEV1 in the tidal expiration was observed only in the right lung (rs = 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.
AB - 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 (%FEV1) in the tidal inspiration in the right lung (Spearman’s rank correlation coefficient, rs = -0.47, p < 0.001) and the left lung (rs = -0.32, p = 0.033). A positive correlation between LMV and %FEV1 in the tidal expiration was observed only in the right lung (rs = 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.
KW - Lung
KW - Optic flow
KW - Pulmonary disease (chronic obstructive)
KW - Radiography (thoracic)
KW - Respiratory function tests
UR - http://www.scopus.com/inward/record.url?scp=85123906002&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85123906002&partnerID=8YFLogxK
U2 - 10.1186/s41747-021-00254-w
DO - 10.1186/s41747-021-00254-w
M3 - Article
C2 - 35099604
AN - SCOPUS:85123906002
SN - 2509-9280
VL - 6
JO - European radiology experimental
JF - European radiology experimental
IS - 1
M1 - 4
ER -