Automatic bronchus and artery analysis on chest computed tomography to evaluate the effect of inhaled hypertonic saline in children aged 3-6 years with cystic fibrosis in a randomized clinical trial
Journal of cystic fibrosis : official journal of the European Cystic Fibrosis Society(2023)
Abstract
Background: SHIP-CT showed that 48-week treatment with inhaled 7% hypertonic saline (HS) reduced airway abnormalities on chest CT using the manual PRAGMA-CF method relative to isotonic saline (IS) in children aged 3-6 years with cystic fibrosis (CF). An algorithm was developed and validated to automatically measure bronchus and artery (BA) dimensions of BA-pairs on chest CT. Aim of the study was to assess the effect of HS on bronchial wall thickening and bronchial widening using the BA-analysis.Methods: The BA-analysis (LungQ, version 2.1.0.1, Thirona, Netherlands) automatically segments the bronchial tree and identifies the segmental bronchi (G(0)) and distal generations (G(1)-G(10)). Dimensions of each BA-pair are measured: diameters of bronchial outer wall (B-out), bronchial inner wall (B-in), bronchial wall thickness (B-wt), and artery (A). BA-ratios are computed: B-out/A and B-in/A to detect bronchial widening and B-wt/A and B-wa/B-oa (=bronchial wall area/bronchial outer area) to detect bronchial wall thickening.Results: 113 baseline and 102 48-week scans of 115 SHIP-CT participants were analysed. LungQ measured at baseline and 48-weeks respectively 6,073 and 7,407 BA-pairs in the IS-group and 6,363 and 6,840 BA-pairs in the HS-group. At 48 weeks, B-wt/A (mean difference 0.011; 95%CI, 0.0017 to 0.020) and B-wa/B-oa (mean difference 0.030; 95% 0.009 to 0.052) was significantly higher (worse) in the IS-group compared to the HS-group representing more severe bronchial wall thickening in the IS-group (p=0.025 and p=0.019 respectively). B-wt/A and B-wa/B-oa decreased and B-in/A remained stable from baseline to 48 weeks in the HS while it declined in the IS-group (all p<0.001). There was no difference in progression of B-out/A between two treatment groups.Conclusion: The automatic BA-analysis showed a positive impact of inhaled HS on bronchial lumen and wall thickness, but no treatment effect on progression of bronchial widening over 48 weeks.(c) 2023 The Authors. Published by Elsevier B.V. on behalf of European Cystic Fibrosis Society. This is an open access article under the CC BY license ( http://creativecommons.org/licenses/by/4.0/ )
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Key words
Cystic fibrosis,Structural airway disease,Hypertonic saline,Bronchial wall thickening,Artificial intelligence,Computed tomography
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