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Added Value of Expiratory CT in Chronic Airflow Limitation
Department of Clinical Science, Intervention & Technology, Karolinska Institutet, Stockholm, Sweden; Biomedical Engineering and Health Systems, KTH Royal Institute of Technology, Stockholm, Sweden; Department of Biomedical Engineering, Karolinska University Hospital, Stockholm, Sweden.
Department of Clinical Science, Intervention & Technology, Karolinska Institutet, Stockholm, Sweden; Biomedical Engineering and Health Systems, KTH Royal Institute of Technology, Stockholm, Sweden.
Biomedical Engineering and Health Systems, KTH Royal Institute of Technology, Stockholm, Sweden.
Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden; Department of Respiratory Medicine and Allergy, Karolinska University Hospital, Stockholm, Sweden.
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2026 (English)In: Respiratory Medicine, ISSN 0954-6111, E-ISSN 1532-3064Article in journal (Refereed) Epub ahead of print
Abstract [en]

BACKGROUND: Expiratory CT and lobar analysis may provide complementary information to inspiratory CT and spirometry for identifying chronic airflow limitation (CAL), but their value in population-based cohorts remains insufficiently characterised.

METHODS: We analysed 2,579 participants from the Stockholm cohort of the Swedish CArdioPulmonary bioImage Study, including 430 with CAL, defined as post-bronchodilator FEV1/FVC < 0.7. Inspiratory and expiratory chest CT scans were segmented into lung lobes using a deep-learning model. Total and lobar lung volumes, low-attenuation volume below -950 HU and below -856 HU, inspiratory - expiratory volume difference, and inspiratory fraction were calculated (inspiratory-expiratory volume/inspiratory volume). Discrimination of CAL was assessed using receiver operating characteristic analysis and regularised logistic regression.

RESULTS: Participants with CAL had higher inspiratory and expiratory lung volumes and higher low-attenuation volumes than those without CAL, while inspiratory fraction was lower. Expiratory CT measures showed stronger discrimination for CAL than inspiratory measures. A model using inspiratory CT measures alone achieved an AUC of 0.66, compared with 0.77 when inspiratory and expiratory total lung measures were combined. Adding lobar measures further improved performance to an AUC of 0.81, with 79% sensitivity, 69% specificity, 34% positive predictive value and 94% negative predictive value.

CONCLUSIONS: Quantitative expiratory CT measures showed stronger discriminatory ability for CAL than inspiratory measures in this population-based cohort. Lobar analysis provided additional regional information and modestly improved classification performance, supporting integrated inspiratory-expiratory CT assessment for identifying CAL.

Place, publisher, year, edition, pages
Elsevier, 2026.
Keywords [en]
COPD, Chest CT, chronic airflow limitation, expiratory CT, lung lobe segmentation, quantitative computed tomography
National Category
Respiratory Medicine and Allergy
Identifiers
URN: urn:nbn:se:oru:diva-130549DOI: 10.1016/j.rmed.2026.109098PubMedID: 42570787OAI: oai:DiVA.org:oru-130549DiVA, id: diva2:2091143
Funder
Swedish Heart Lung FoundationKnut and Alice Wallenberg FoundationSwedish Research CouncilVinnovaUniversity of GothenburgKarolinska InstituteRegion StockholmLinköpings universitetUppsala UniversityRegion UppsalaRegion StockholmKarolinska InstituteSwedish Heart Lung Foundation
Note

Funding Agencies:

The main funding body of the Swedish CArdioPulmonary bioImage Study (SCAPIS) is the Swedish Heart-Lung Foundation with contribution from the Knut and Alice Wallenberg Foundation, the Swedish Research Council and VINNOVA (Sweden’s Innovation agency), the University of Gothenburg and Sahlgrenska University Hospital, Karolinska Institutet andStockholm County Council, Linköping University and University Hospital, Lund University and Skåne University Hospital, Umeå University and University Hospital, Uppsala University and University Hospital. Local project funding came from ALF of RegionStockholm (for this local cohort from Karolinska University Hospital Huddinge), strategic funding from Karolinska Institutet, and the SMILE core facility at Karolinska Institutet, Stockholm, Sweden contributed. Financial support was also provided for Eva Breznik by The Swedish Heart-Lung Foundation.

Available from: 2026-08-11 Created: 2026-08-11 Last updated: 2026-08-11Bibliographically approved

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