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Quantitative and semi-quantitative computed tomography analysis of interstitial lung disease associated with systemic sclerosis: A longitudinal evaluation of pulmonary parenchyma and vessels

Authors :
Gianfranco Ferraccioli
Anna Rita Larici
Tommaso Pirronti
Elisa Gremese
S. L. Bosello
Mariaelena Occhipinti
Giuseppe Cicchetti
Leuconoe Grazia Sisti
Chiara de Waure
Source :
PLoS ONE, PLoS ONE, Vol 14, Iss 3, p e0213444 (2019)
Publication Year :
2019

Abstract

ObjectivesTo evaluate interstitial lung disease associated with systemic sclerosis (SSc-ILD) and its changes during treatment by using quantitative analysis (QA) compared to semi-quantitative analysis (semiQA) of chest computed tomography (CT) scans. To assess the prognostic value of QA in predicting functional changes.Materials and methodsWe retrospectively selected 35 consecutive patients with SSc-ILD with complete pulmonary functional evaluation, Doppler-echocardiography, immunological tests, and chest CT scan at both baseline and follow-up after immunosuppressive therapy. CT images were analyzed by two chest radiologists for semiQA and by a computational platform for texture analysis of ILD patterns (CALIPER) for QA. Concordance between semiQA and QA was tested. Traction bronchiectasis severity was scored. Analysis of ROC curves was performed.ResultsSeventy CT scans were analyzed and QA failed in 4/70 scans. Thus, the final population included 31/35 patients (51.3±12.1 years). QA had a weak-to-good concordance with semiQA (ICC reticular:0.275; ICC ground-glass:0.667) and QA correlated better than semiQA (r = -0.3 to -0.74 vs r = -0.3 to -0.4) with functional parameters. Both methods correlated with traction bronchiectases score and pulmonary artery diameter at CT. A pulmonary artery diameter ≥29mm distinguished patients with lower lung volumes and ILD extent greater than 39% (p0.05) in predicting disease progression as assessed by functional parameters, whereas variation in total lung volume at QA accurately predicted changes in the composite functional respiratory endpoint with FVC% and DLco% (AUC = 0.74; 95%CI: 0.54 to 0.93; p = 0.03).ConclusionsPulmonary QA of CT images can objectively quantify specific patterns of ILD changes during treatment in patients with SSc-ILD. Changes in QA patterns do not correlate with functional changes, but variation in total lung volume at QA accurately predicted changes in the composite functional respiratory endpoint with FVC% and DLco%. Pulmonary artery diameter at CT reflects the interstitial involvement, identifying patients with more severe prognosis.

Subjects

Subjects :
Male
Genetics and Molecular Biology (all)
Settore MED/16 - REUMATOLOGIA
Pulmonology
Physiology
Biochemistry
Diagnostic Radiology
0302 clinical medicine
DLCO
Biochemistry, Genetics and Molecular Biology (all)
Agricultural and Biological Sciences (all)
Pulmonary artery, computed tomography, quantitative analysis, respiratory function tests
Ultrasound Imaging
Medicine and Health Sciences
Lung volumes
Longitudinal Studies
Medical Personnel
Pulmonary Arteries
skin and connective tissue diseases
Tomography
education.field_of_study
Multidisciplinary
Pulmonary Hypertension
Radiology and Imaging
Interstitial lung disease
Arteries
respiratory system
Middle Aged
Prognosis
Pulmonary Imaging
Bronchiectasis
Respiratory Function Tests
Professions
Echocardiography
Research Design
Medicine
Radiographic Image Interpretation, Computer-Assisted
Female
Anatomy
Rituximab
Research Article
Adult
Imaging Techniques
Science
Population
Neuroimaging
Pulmonary Artery
Research and Analysis Methods
03 medical and health sciences
FEV1/FVC ratio
Diagnostic Medicine
medicine.artery
Radiologists
medicine
Humans
Respiratory Physiology
education
Retrospective Studies
030203 arthritis & rheumatology
Scleroderma, Systemic
Receiver operating characteristic
business.industry
Quantitative Analysis
Biology and Life Sciences
medicine.disease
Pulmonary hypertension
Computed Axial Tomography
030228 respiratory system
Pulmonary artery
People and Places
Cardiovascular Anatomy
Blood Vessels
Population Groupings
sense organs
business
Nuclear medicine
Lung Diseases, Interstitial
Tomography, X-Ray Computed
Neuroscience

Details

Language :
English
Database :
OpenAIRE
Journal :
PLoS ONE, PLoS ONE, Vol 14, Iss 3, p e0213444 (2019)
Accession number :
edsair.doi.dedup.....a7704d1a88baea536d2be093e3907d58