Quantification of pulmonary perfusion abnormalities using DCE-MRI in COPD: comparison with quantitative CT and pulmonary function
Objectives Pulmonary perfusion abnormalities are prevalent in patients with chronic obstructive pulmonary disease (COPD), are potentially reversible, and may be associated with emphysema development. Therefore, we aimed to evaluate the clinical meaningfulness of perfusion defects in percent (QDP) us...
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Veröffentlicht in: | European radiology 2022-03, Vol.32 (3), p.1879-1890 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Objectives
Pulmonary perfusion abnormalities are prevalent in patients with chronic obstructive pulmonary disease (COPD), are potentially reversible, and may be associated with emphysema development. Therefore, we aimed to evaluate the clinical meaningfulness of perfusion defects in percent (QDP) using DCE-MRI.
Methods
We investigated a subset of baseline DCE-MRIs, paired inspiratory/expiratory CTs, and pulmonary function testing (PFT) of 83 subjects (age = 65.7 ± 9.0 years, patients-at-risk, and all GOLD groups) from one center of the “COSYCONET” COPD cohort. QDP was computed from DCE-MRI using an in-house developed quantification pipeline, including four different approaches: Otsu’s method, k-means clustering, texture analysis, and 80
th
percentile threshold. QDP was compared with visual MRI perfusion scoring, CT parametric response mapping (PRM) indices of emphysema (PRM
Emph
) and functional small airway disease (PRM
fSAD
), and FEV1/FVC from PFT.
Results
All QDP approaches showed high correlations with the MRI perfusion score (
r
= 0.67 to 0.72,
p
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ISSN: | 0938-7994 1432-1084 |
DOI: | 10.1007/s00330-021-08229-6 |