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Potential impact of texture analysis in contrast enhanced CT in non-small cell lung cancer as a marker of survival: A retrospective feasibility study

The objective of this feasibility study was to assess computed tomography (CT) texture analysis (CTTA) of pulmonary lesions as a predictor of overall survival in patients with suspected lung cancer on contrast-enhanced computed tomography (CECT). In a retrospective pilot study, 94 patients (52 men a...

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Autores principales: Andersen, Michael Brun, Harders, Stefan Walbom, Thygesen, Jesper, Ganeshan, Balaji, Torp Madsen, Hans Henrik, Rasmussen, Finn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9726401/
https://www.ncbi.nlm.nih.gov/pubmed/36482650
http://dx.doi.org/10.1097/MD.0000000000031855
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author Andersen, Michael Brun
Harders, Stefan Walbom
Thygesen, Jesper
Ganeshan, Balaji
Torp Madsen, Hans Henrik
Rasmussen, Finn
author_facet Andersen, Michael Brun
Harders, Stefan Walbom
Thygesen, Jesper
Ganeshan, Balaji
Torp Madsen, Hans Henrik
Rasmussen, Finn
author_sort Andersen, Michael Brun
collection PubMed
description The objective of this feasibility study was to assess computed tomography (CT) texture analysis (CTTA) of pulmonary lesions as a predictor of overall survival in patients with suspected lung cancer on contrast-enhanced computed tomography (CECT). In a retrospective pilot study, 94 patients (52 men and 42 women; mean age, 67.2 ± 10.8 yrs) from 1 center with non-small cell lung cancer (NSCLC) underwent CTTA on the primary lesion by 2 individual readers. Both simple and multivariate Cox regression analyses correlating textural parameters with overall survival were performed. Statistically significant parameters were selected, and optimal cutoff values were determined. Kaplan–Meier plots based on these results were produced. Simple Cox regression analysis showed that normalized uniformity had a hazard ratio (HR) of 16.059 (3.861–66.788, P < .001), and skewness had an HR of 1.914 (1.330–2.754, P < .001). The optimal cutoff values for both parameters were 0.8602 and 0.1554, respectively. Normalized uniformity, clinical stage, and skewness were found to be prognostic factors for overall survival in multivariate analysis. Tumor heterogeneity, assessed by normalized uniformity and skewness on CECT may be a prognostic factor for overall survival.
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spelling pubmed-97264012022-12-09 Potential impact of texture analysis in contrast enhanced CT in non-small cell lung cancer as a marker of survival: A retrospective feasibility study Andersen, Michael Brun Harders, Stefan Walbom Thygesen, Jesper Ganeshan, Balaji Torp Madsen, Hans Henrik Rasmussen, Finn Medicine (Baltimore) 6800 The objective of this feasibility study was to assess computed tomography (CT) texture analysis (CTTA) of pulmonary lesions as a predictor of overall survival in patients with suspected lung cancer on contrast-enhanced computed tomography (CECT). In a retrospective pilot study, 94 patients (52 men and 42 women; mean age, 67.2 ± 10.8 yrs) from 1 center with non-small cell lung cancer (NSCLC) underwent CTTA on the primary lesion by 2 individual readers. Both simple and multivariate Cox regression analyses correlating textural parameters with overall survival were performed. Statistically significant parameters were selected, and optimal cutoff values were determined. Kaplan–Meier plots based on these results were produced. Simple Cox regression analysis showed that normalized uniformity had a hazard ratio (HR) of 16.059 (3.861–66.788, P < .001), and skewness had an HR of 1.914 (1.330–2.754, P < .001). The optimal cutoff values for both parameters were 0.8602 and 0.1554, respectively. Normalized uniformity, clinical stage, and skewness were found to be prognostic factors for overall survival in multivariate analysis. Tumor heterogeneity, assessed by normalized uniformity and skewness on CECT may be a prognostic factor for overall survival. Lippincott Williams & Wilkins 2022-12-02 /pmc/articles/PMC9726401/ /pubmed/36482650 http://dx.doi.org/10.1097/MD.0000000000031855 Text en Copyright © 2022 the Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by-nc/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial License 4.0 (CCBY-NC) (https://creativecommons.org/licenses/by-nc/4.0/) , where it is permissible to download, share, remix, transform, and buildup the work provided it is properly cited. The work cannot be used commercially without permission from the journal.
spellingShingle 6800
Andersen, Michael Brun
Harders, Stefan Walbom
Thygesen, Jesper
Ganeshan, Balaji
Torp Madsen, Hans Henrik
Rasmussen, Finn
Potential impact of texture analysis in contrast enhanced CT in non-small cell lung cancer as a marker of survival: A retrospective feasibility study
title Potential impact of texture analysis in contrast enhanced CT in non-small cell lung cancer as a marker of survival: A retrospective feasibility study
title_full Potential impact of texture analysis in contrast enhanced CT in non-small cell lung cancer as a marker of survival: A retrospective feasibility study
title_fullStr Potential impact of texture analysis in contrast enhanced CT in non-small cell lung cancer as a marker of survival: A retrospective feasibility study
title_full_unstemmed Potential impact of texture analysis in contrast enhanced CT in non-small cell lung cancer as a marker of survival: A retrospective feasibility study
title_short Potential impact of texture analysis in contrast enhanced CT in non-small cell lung cancer as a marker of survival: A retrospective feasibility study
title_sort potential impact of texture analysis in contrast enhanced ct in non-small cell lung cancer as a marker of survival: a retrospective feasibility study
topic 6800
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9726401/
https://www.ncbi.nlm.nih.gov/pubmed/36482650
http://dx.doi.org/10.1097/MD.0000000000031855
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