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Automated airway quantification associates with mortality in idiopathic pulmonary fibrosis
OBJECTIVES: The study examined whether quantified airway metrics associate with mortality in idiopathic pulmonary fibrosis (IPF). METHODS: In an observational cohort study (n = 90) of IPF patients from Ege University Hospital, an airway analysis tool AirQuant calculated median airway intersegmental...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10598186/ https://www.ncbi.nlm.nih.gov/pubmed/37505249 http://dx.doi.org/10.1007/s00330-023-09914-4 |
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author | Cheung, Wing Keung Pakzad, Ashkan Mogulkoc, Nesrin Needleman, Sarah Rangelov, Bojidar Gudmundsson, Eyjolfur Zhao, An Abbas, Mariam McLaverty, Davina Asimakopoulos, Dimitrios Chapman, Robert Savas, Recep Janes, Sam M. Hu, Yipeng Alexander, Daniel C. Hurst, John R. Jacob, Joseph |
author_facet | Cheung, Wing Keung Pakzad, Ashkan Mogulkoc, Nesrin Needleman, Sarah Rangelov, Bojidar Gudmundsson, Eyjolfur Zhao, An Abbas, Mariam McLaverty, Davina Asimakopoulos, Dimitrios Chapman, Robert Savas, Recep Janes, Sam M. Hu, Yipeng Alexander, Daniel C. Hurst, John R. Jacob, Joseph |
author_sort | Cheung, Wing Keung |
collection | PubMed |
description | OBJECTIVES: The study examined whether quantified airway metrics associate with mortality in idiopathic pulmonary fibrosis (IPF). METHODS: In an observational cohort study (n = 90) of IPF patients from Ege University Hospital, an airway analysis tool AirQuant calculated median airway intersegmental tapering and segmental tortuosity across the 2nd to 6th airway generations. Intersegmental tapering measures the difference in median diameter between adjacent airway segments. Tortuosity evaluates the ratio of measured segmental length against direct end-to-end segmental length. Univariable linear regression analyses examined relationships between AirQuant variables, clinical variables, and lung function tests. Univariable and multivariable Cox proportional hazards models estimated mortality risk with the latter adjusted for patient age, gender, smoking status, antifibrotic use, CT usual interstitial pneumonia (UIP) pattern, and either forced vital capacity (FVC) or diffusion capacity of carbon monoxide (DLco) if obtained within 3 months of the CT. RESULTS: No significant collinearity existed between AirQuant variables and clinical or functional variables. On univariable Cox analyses, male gender, smoking history, no antifibrotic use, reduced DLco, reduced intersegmental tapering, and increased segmental tortuosity associated with increased risk of death. On multivariable Cox analyses (adjusted using FVC), intersegmental tapering (hazard ratio (HR) = 0.75, 95% CI = 0.66–0.85, p < 0.001) and segmental tortuosity (HR = 1.74, 95% CI = 1.22–2.47, p = 0.002) independently associated with mortality. Results were maintained with adjustment using DLco. CONCLUSIONS: AirQuant generated measures of intersegmental tapering and segmental tortuosity independently associate with mortality in IPF patients. Abnormalities in proximal airway generations, which are not typically considered to be abnormal in IPF, have prognostic value. CLINICAL RELEVANCE STATEMENT: Quantitative measurements of intersegmental tapering and segmental tortuosity, in proximal (second to sixth) generation airway segments, independently associate with mortality in IPF. Automated airway analysis can estimate disease severity, which in IPF is not restricted to the distal airway tree. KEY POINTS: • AirQuant generates measures of intersegmental tapering and segmental tortuosity. • Automated airway quantification associates with mortality in IPF independent of established measures of disease severity. • Automated airway analysis could be used to refine patient selection for therapeutic trials in IPF. GRAPHICAL ABSTRACT: [Image: see text] |
format | Online Article Text |
id | pubmed-10598186 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-105981862023-10-26 Automated airway quantification associates with mortality in idiopathic pulmonary fibrosis Cheung, Wing Keung Pakzad, Ashkan Mogulkoc, Nesrin Needleman, Sarah Rangelov, Bojidar Gudmundsson, Eyjolfur Zhao, An Abbas, Mariam McLaverty, Davina Asimakopoulos, Dimitrios Chapman, Robert Savas, Recep Janes, Sam M. Hu, Yipeng Alexander, Daniel C. Hurst, John R. Jacob, Joseph Eur Radiol Chest OBJECTIVES: The study examined whether quantified airway metrics associate with mortality in idiopathic pulmonary fibrosis (IPF). METHODS: In an observational cohort study (n = 90) of IPF patients from Ege University Hospital, an airway analysis tool AirQuant calculated median airway intersegmental tapering and segmental tortuosity across the 2nd to 6th airway generations. Intersegmental tapering measures the difference in median diameter between adjacent airway segments. Tortuosity evaluates the ratio of measured segmental length against direct end-to-end segmental length. Univariable linear regression analyses examined relationships between AirQuant variables, clinical variables, and lung function tests. Univariable and multivariable Cox proportional hazards models estimated mortality risk with the latter adjusted for patient age, gender, smoking status, antifibrotic use, CT usual interstitial pneumonia (UIP) pattern, and either forced vital capacity (FVC) or diffusion capacity of carbon monoxide (DLco) if obtained within 3 months of the CT. RESULTS: No significant collinearity existed between AirQuant variables and clinical or functional variables. On univariable Cox analyses, male gender, smoking history, no antifibrotic use, reduced DLco, reduced intersegmental tapering, and increased segmental tortuosity associated with increased risk of death. On multivariable Cox analyses (adjusted using FVC), intersegmental tapering (hazard ratio (HR) = 0.75, 95% CI = 0.66–0.85, p < 0.001) and segmental tortuosity (HR = 1.74, 95% CI = 1.22–2.47, p = 0.002) independently associated with mortality. Results were maintained with adjustment using DLco. CONCLUSIONS: AirQuant generated measures of intersegmental tapering and segmental tortuosity independently associate with mortality in IPF patients. Abnormalities in proximal airway generations, which are not typically considered to be abnormal in IPF, have prognostic value. CLINICAL RELEVANCE STATEMENT: Quantitative measurements of intersegmental tapering and segmental tortuosity, in proximal (second to sixth) generation airway segments, independently associate with mortality in IPF. Automated airway analysis can estimate disease severity, which in IPF is not restricted to the distal airway tree. KEY POINTS: • AirQuant generates measures of intersegmental tapering and segmental tortuosity. • Automated airway quantification associates with mortality in IPF independent of established measures of disease severity. • Automated airway analysis could be used to refine patient selection for therapeutic trials in IPF. GRAPHICAL ABSTRACT: [Image: see text] Springer Berlin Heidelberg 2023-07-28 2023 /pmc/articles/PMC10598186/ /pubmed/37505249 http://dx.doi.org/10.1007/s00330-023-09914-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Chest Cheung, Wing Keung Pakzad, Ashkan Mogulkoc, Nesrin Needleman, Sarah Rangelov, Bojidar Gudmundsson, Eyjolfur Zhao, An Abbas, Mariam McLaverty, Davina Asimakopoulos, Dimitrios Chapman, Robert Savas, Recep Janes, Sam M. Hu, Yipeng Alexander, Daniel C. Hurst, John R. Jacob, Joseph Automated airway quantification associates with mortality in idiopathic pulmonary fibrosis |
title | Automated airway quantification associates with mortality in idiopathic pulmonary fibrosis |
title_full | Automated airway quantification associates with mortality in idiopathic pulmonary fibrosis |
title_fullStr | Automated airway quantification associates with mortality in idiopathic pulmonary fibrosis |
title_full_unstemmed | Automated airway quantification associates with mortality in idiopathic pulmonary fibrosis |
title_short | Automated airway quantification associates with mortality in idiopathic pulmonary fibrosis |
title_sort | automated airway quantification associates with mortality in idiopathic pulmonary fibrosis |
topic | Chest |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10598186/ https://www.ncbi.nlm.nih.gov/pubmed/37505249 http://dx.doi.org/10.1007/s00330-023-09914-4 |
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