» Articles » PMID: 30400950

Quantitative CT Analysis Using Functional Imaging is Superior in Describing Disease Progression in Idiopathic Pulmonary Fibrosis Compared to Forced Vital Capacity

Overview
Journal Respir Res
Specialty Pulmonary Medicine
Date 2018 Nov 8
PMID 30400950
Citations 18
Authors
Affiliations
Soon will be listed here.
Abstract

Background: Idiopathic pulmonary fibrosis (IPF) is chronic fibrosing pneumonia with an unpredictable natural disease history. Functional respiratory imaging (FRI) has potential to better characterize this disease. The aim of this study was to identify FRI parameters, which predict FVC decline in patients with IPF.

Methods: An IPF-cohort (treated with pamrevlumab for 48 weeks) was retrospectively studied using FRI. Serial CT's were compared from 66 subjects. Post-hoc analysis was performed using FRI, FVC and mixed effects models.

Results: Lung volumes, determined by FRI, correlated with FVC (lower lung volumes with lower FVC) (R = 0.61, p < 0.001). A negative correlation was observed between specific image based airway radius (siRADaw) at total lung capacity (TLC) and FVC (R = 0.18, p < 0.001). Changes in FVC correlated significantly with changes in lung volumes (R = 0.18, p < 0.001) and siRADaw (R = 0.15, p = 0.002) at week 24 and 48, with siRADaw being more sensitive to change than FVC. Loss in lobe volumes (R = 0.33, p < 0.001), increasing fibrotic tissue (R = 0.33, p < 0.001) and airway radius (R = 0.28, p < 0.001) at TLC correlated with changes in FVC but these changes already occur in the lower lobes when FVC is still considered normal.

Conclusion: This study indicates that FRI is a superior tool than FVC in capturing of early and clinically relevant, disease progression in a regional manner.

Citing Articles

Development of a machine learning model in prediction of the rapid progression of interstitial lung disease in patients with idiopathic inflammatory myopathy.

Qiang Y, Wang H, Ni Y, Wang J, Liu A, Yang H Quant Imaging Med Surg. 2024; 14(12):9258-9275.

PMID: 39698644 PMC: 11652001. DOI: 10.21037/qims-24-595.


Lung cell transplantation for pulmonary fibrosis.

Milman Krentsis I, Zheng Y, Rosen C, Shin S, Blagdon C, Shoshan E Sci Adv. 2024; 10(34):eadk2524.

PMID: 39178253 PMC: 11343030. DOI: 10.1126/sciadv.adk2524.


From pixels to prognosis: unlocking the potential of deep learning in fibrotic lung disease imaging analysis.

de la Orden Kett Morais S, Felder F, Walsh S Br J Radiol. 2024; 97(1161):1517-1525.

PMID: 38781513 PMC: 11332672. DOI: 10.1093/bjr/tqae108.


Towards the adoption of quantitative computed tomography in the management of interstitial lung disease.

Walsh S, De Backer J, Prosch H, Langs G, Calandriello L, Cottin V Eur Respir Rev. 2024; 33(171).

PMID: 38537949 PMC: 10966471. DOI: 10.1183/16000617.0055-2023.


Exploring computer-based imaging analysis in interstitial lung disease: opportunities and challenges.

Felder F, Walsh S ERJ Open Res. 2023; 9(4).

PMID: 37404849 PMC: 10316044. DOI: 10.1183/23120541.00145-2023.


References
1.
Raghu G, Mageto Y, Lockhart D, Schmidt R, Wood D, Godwin J . The accuracy of the clinical diagnosis of new-onset idiopathic pulmonary fibrosis and other interstitial lung disease: A prospective study. Chest. 1999; 116(5):1168-74. DOI: 10.1378/chest.116.5.1168. View

2.
Kolb M, Collard H . Staging of idiopathic pulmonary fibrosis: past, present and future. Eur Respir Rev. 2014; 23(132):220-4. PMC: 9487566. DOI: 10.1183/09059180.00002114. View

3.
Kolb M, Richeldi L, Behr J, Maher T, Tang W, Stowasser S . Nintedanib in patients with idiopathic pulmonary fibrosis and preserved lung volume. Thorax. 2016; 72(4):340-346. PMC: 5520269. DOI: 10.1136/thoraxjnl-2016-208710. View

4.
Yoon R, Seo J, Kim N, Lee H, Lee S, Lee Y . Quantitative assessment of change in regional disease patterns on serial HRCT of fibrotic interstitial pneumonia with texture-based automated quantification system. Eur Radiol. 2012; 23(3):692-701. DOI: 10.1007/s00330-012-2634-8. View

5.
Sumikawa H, Johkoh T, Colby T, Ichikado K, Suga M, Taniguchi H . Computed tomography findings in pathological usual interstitial pneumonia: relationship to survival. Am J Respir Crit Care Med. 2007; 177(4):433-9. DOI: 10.1164/rccm.200611-1696OC. View