Quantitative analysis of changes in lung density by dynamic chest radiography in association with CT values: a virtual imaging study and initial clinical corroboration.
Chronic obstructive pulmonary disease
Computed tomography value
Dynamic chest radiography
Four-dimensional extended cardiac-torso phantom
Radiographic lung density
Journal
Radiological physics and technology
ISSN: 1865-0341
Titre abrégé: Radiol Phys Technol
Pays: Japan
ID NLM: 101467995
Informations de publication
Date de publication:
Mar 2022
Mar 2022
Historique:
received:
24
07
2021
accepted:
22
12
2021
revised:
20
12
2021
pubmed:
30
1
2022
medline:
4
3
2022
entrez:
29
1
2022
Statut:
ppublish
Résumé
Dynamic chest radiography (DCR) identifies pulmonary impairments as decreased changes in radiographic lung density during respiration (Δpixel values), but not as scaled/standardized computed tomography (CT) values. Quantitative analysis correlated with CT values is beneficial for a better understanding of Δpixel values in DCR-based assessment of pulmonary function. The present study aimed to correlate Δpixel values from DCR with changes in CT values during respiration (ΔCT values) through a computer-based phantom study. A total of 20 four-dimensional computational phantoms during forced breathing were created to simulate both CT and projection images of the same virtual patients. The Δpixel and ΔCT values of the lung fields were correlated on a regression line, and the inclination was statistically evaluated to determine whether there were significant differences among physical types, sex, and breathing methods. The resulting conversion expression was also assessed in the DCR images of 37 patients. The resulting Δpixel values for 30/37 (81%) real patients, 6/7 (86%) normal controls, and 24/30 (80%) chronic obstructive pulmonary disorder patients were within the range of ΔCT values ± standard deviation (SD) reported in a previous study. In addition, no significant differences were detected for each condition of thoracic breathing, suggesting that the same regression line inclination values measured across the entire lung can be used for the conversion of Δpixel values, providing a quantitative analysis that can be correlated with ΔCT values. The developed conversion expression may be helpful for improving the understanding of respiratory changes using radiographic lung densities from DCR-based assessments of pulmonary function.
Identifiants
pubmed: 35091991
doi: 10.1007/s12194-021-00648-w
pii: 10.1007/s12194-021-00648-w
pmc: PMC9536504
mid: NIHMS1838254
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
45-53Subventions
Organisme : NIBIB NIH HHS
ID : P41 EB028744
Pays : United States
Organisme : grant-in-aid for mext kakenhi
ID : 19K12841
Informations de copyright
© 2021. Japanese Society of Radiological Technology and Japan Society of Medical Physics.
Références
Med Phys. 2021 Apr;48(4):1616-1623
pubmed: 33533481
Proc IEEE Inst Electr Electron Eng. 2009 Dec;97(12):1954-1968
pubmed: 26472880
Radiol Phys Technol. 2008 Jul;1(2):137-43
pubmed: 20821139
Med Phys. 2013 Apr;40(4):043701
pubmed: 23556927
Acta Radiol. 1991 Mar;32(2):114-9
pubmed: 2031793
AJR Am J Roentgenol. 2014 Apr;202(4):711-8
pubmed: 24660696
Med Phys. 2008 Aug;35(8):3800-8
pubmed: 18777939
Korean J Radiol. 2015 May-Jun;16(3):632-40
pubmed: 25995694
Int J Radiat Oncol Biol Phys. 2014 Oct 1;90(2):414-22
pubmed: 25104070
Semin Nucl Med. 2019 Jan;49(1):16-21
pubmed: 30545511
Int J Comput Assist Radiol Surg. 2011 Jan;6(1):103-10
pubmed: 20549376
Med Phys. 1992 Mar-Apr;19(2):467-73
pubmed: 1584147
Ital J Pediatr. 2017 Apr 12;43(1):34
pubmed: 28403885
Acta Radiol. 1999 May;40(3):333-7
pubmed: 10335975
Am J Physiol Lung Cell Mol Physiol. 2014 Jun 15;306(12):L1064-77
pubmed: 24727584
J Med Imaging (Bellingham). 2020 Jul;7(4):042805
pubmed: 32313817
Eur Respir J. 2009 Dec;34(6):1311-21
pubmed: 19541712
J Magn Reson Imaging. 2016 Dec;44(6):1656-1663
pubmed: 27185386
Med Phys. 2020 Oct;47(10):4800-4809
pubmed: 32687607
Am J Respir Crit Care Med. 2001 Apr;163(5):1256-76
pubmed: 11316667
Invest Radiol. 2018 Jul;53(7):417-423
pubmed: 29505487
Intern Med. 2011;50(11):1183-91
pubmed: 21628933
Fujita Med J. 2020;6(2):37-48
pubmed: 35111520
Invest Radiol. 1990 Jun;25(6):728-35
pubmed: 2191936
Eur Radiol. 2002 Nov;12(11):2757-63
pubmed: 12386770
Invest Radiol. 1987 Apr;22(4):328-35
pubmed: 3583653
Can Respir J. 2018 Mar 4;2018:9493504
pubmed: 29686742
Clin Infect Dis. 2008 Dec 1;47 Suppl 3:S133-9
pubmed: 18986279
Acta Radiol. 2001 Sep;42(5):494-501
pubmed: 11552887
IEEE Trans Med Imaging. 2006 Apr;25(4):406-16
pubmed: 16608057
PLoS Med. 2006 Nov;3(11):e442
pubmed: 17132052
Radiol Phys Technol. 2016 Jul;9(2):139-53
pubmed: 27294264
Int J Chron Obstruct Pulmon Dis. 2016 Apr 13;11:755-64
pubmed: 27110108
Med Phys. 2010 Sep;37(9):4902-15
pubmed: 20964209
Eur J Radiol. 2017 Jul;92:37-44
pubmed: 28624018