Extent of alveolar collapse in expiratory CT as a prognostic marker in idiopathic pulmonary fibrosis
To evaluate whether distribution measures of CT-based attenuation histograms in inspiration and expiration can indicate alveolar collapse and serve as a predictive marker in patients with idiopathic pulmonary fibrosis (IPF). This single-center retrospective longitudinal study analyzed CT scans of IPF patients in inspiration and expiration. The patient population was divided into two subgroups based on their status 3 years after baseline CT (death or transplantation versus clinical surveillance). Attenuation histograms in inspiration and expiration were created and analyzed. A Mann-Whitney U test was conducted to assess the difference of CT-derived histogram measures (including skewness) between the two subgroups. Logistic regression was applied to model the ability to distinguish between subgroups using baseline forced vital capacity (FVC%) and CT-derived histogram measures. The study included 66 patients (mean age 69.5 ± 10.9 years, 58 males). After the individual three-year observation period, 37 patients were still alive while 29 had either died or received a transplantation. The two patient subgroups were significantly different in terms of all CT-derived histogram measures and the baseline FVC%. A logistic regression model that only included the CT-derived histogram measure skewness had a better predictive performance (AUC = 0.793, 95% CI = 0.685-0.900) compared to the FVC% model alone (0.708, 0.581-0.836). Whereas further evaluation is needed, paired inspiratory/expiratory attenuation histogram analysis offers a promising approach as a prognostic imaging marker to improve outcome prediction and assess alveolar collapse in IPF.
Authors
- Anton Schreuder (ORCID: https://orcid.org/0000-0002-6602-1977)
- Jonathan Ehmig
- Sarah C. Scharm (ORCID: https://orcid.org/0000-0002-1923-374X)
- Jan Fuge (ORCID: https://orcid.org/0000-0003-2926-3608)
- Cornelia Schaefer-Prokop
- Hoen-oh Shin
- Anna Hunkemöller
- Benjamin Seeliger
- Jonas Christian Schupp
- Frank K. Wacker
Institutions
- Leiden University (NL)
- Radboud University Nijmegen (NL)
- Medizinische Hochschule Hannover (DE)
- Netherlands Youth Institute (NL)
- Universitätsmedizin Göttingen (DE)
- German Center for Lung Research (DE)
- Meander Medisch Centrum (NL)
Publication Details
- Journal
- PLoS ONE
- Published
- 2026-03-17
- DOI
- https://doi.org/10.1371/journal.pone.0345308
- Primary Topic
- Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
- Type
- article
- Field-Weighted Citation Impact
- 0.00