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Automated computed tomographic scoring of lung disease in adults with primary ciliary dyskinesia
Authors:Trieu-Nghi Hoang-Thi  Marie-Pierre Revel  Pierre-Régis Burgel  Laurence Bassinet  Isabelle Honoré  Thong Hua-Huy  Charlotte Martin  Bernard Maitre  Guillaume Chassagnon
Affiliation:1.Radiology Department,Groupe Hospitalier Cochin-H?tel Dieu, AP-HP, Université Paris Descartes - Sorbonne Paris Cité,Paris,France;2.Pulmonary Department,Groupe Hospitalier Cochin-H?tel Dieu, AP-HP, Université Paris Descartes - Sorbonne Paris Cité,Paris,France;3.Service de Pneumologie et de Pathologie Professionnelle,DHU A-TVB, Centre Hospitalier Intercommunal de Créteil, Université Paris Est Créteil,Créteil,France;4.Physiology Department,Groupe Hospitalier Cochin-H?tel Dieu, AP-HP, Université Paris Descartes - Sorbonne Paris Cité,Paris,France;5.Center for Visual Computing,CentraleSupelec,Gif-sur-Yvette,France;6.Department Diagnostic Imaging,Vinmec International Hospital – Central Park,Ho Chi Minh City,Vietnam
Abstract:

Background

The present study aimed to develop an automated computed tomography (CT) score based on the CT quantification of high-attenuating lung structures, in order to provide a quantitative assessment of lung structural abnormalities in patients with Primary Ciliary Dyskinesia (PCD).

Methods

Adult (≥18?years) PCD patients who underwent both chest CT and spirometry within a 6-month period were retrospectively included. Commercially available lung segmentation software was used to isolate the lungs from the mediastinum and chest wall and obtain histograms of lung density. CT-density scores were calculated using fixed and adapted thresholds based on various combinations of histogram characteristics, such as mean lung density (MLD), skewness, and standard deviation (SD). Additionally, visual scoring using the Bhalla score was performed by 2 independent radiologists. Correlations between CT scores, forced expiratory volume in 1?s (FEV1) and forced vital capacity (FVC) were evaluated.

Results

Sixty-two adult patients with PCD were included. Of all histogram characteristics, those showing good positive or negative correlations to both FEV1 and FVC were SD (R?=???0.63 and???0.67; p?R?=?0.67 and 0.67; p?1 (R?=???0.68; p?R?=???0.71; p?R?=???0.60; p?1 and R?=???0.62; p?

Conclusions

Automated CT scoring of lung structural abnormalities lung in primary ciliary dyskinesia is feasible and may prove useful for evaluation of disease severity in the clinic and in clinical trials.
Keywords:
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