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The impact of lung parenchyma attenuation on nodule volumetry in lung cancer screening
BACKGROUND: Recent recommendations for lung nodule management include volumetric analysis using tools that present intrinsic measurement variability, with possible impacts on clinical decisions and patient safety. This study was conducted to evaluate whether changes in the attenuation of the lung pa...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8233433/ https://www.ncbi.nlm.nih.gov/pubmed/34170410 http://dx.doi.org/10.1186/s13244-021-01027-0 |
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author | Penha, Diana Pinto, Erique Hochhegger, Bruno Monaghan, Colin Marchiori, Edson Taborda-Barata, Luís Irion, Klaus |
author_facet | Penha, Diana Pinto, Erique Hochhegger, Bruno Monaghan, Colin Marchiori, Edson Taborda-Barata, Luís Irion, Klaus |
author_sort | Penha, Diana |
collection | PubMed |
description | BACKGROUND: Recent recommendations for lung nodule management include volumetric analysis using tools that present intrinsic measurement variability, with possible impacts on clinical decisions and patient safety. This study was conducted to evaluate whether changes in the attenuation of the lung parenchyma adjacent to a nodule affect the performance of nodule segmentation using computed tomography (CT) studies and volumetric tools. METHODS: Two radiologists retrospectively applied two commercially available volumetric tools for the assessment of lung nodules with diameters of 5–8 mm detected by low-dose chest CT during a lung cancer screening program. The radiologists recorded the success and adequacy of nodule segmentation, nodule volume, manually and automatically (or semi-automatically) obtained long- and short-axis measurements, mean attenuation of adjacent lung parenchyma, and presence of interstitial lung abnormalities or disease, emphysema, pleural plaques, and linear atelectasis. Regression analysis was performed to identify predictors of good nodule segmentation using the volumetric tools. Interobserver and intersoftware agreement on good nodule segmentation was assessed using the intraclass correlation coefficient. RESULTS: In total, data on 1265 nodules (mean patient age, 68.3 ± 5.1 years; 70.2% male) were included in the study. In the regression model, attenuation of the adjacent lung parenchyma was highly significant (odds ratio 0.987, p < 0.001), with a large effect size. Interobserver and intersoftware agreement on good segmentation was good, although one software package performed better and measurements differed consistently between software packages. CONCLUSION: For lung nodules with diameters of 5–8 mm, the likelihood of good segmentation declines with increasing attenuation of the adjacent parenchyma. |
format | Online Article Text |
id | pubmed-8233433 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-82334332021-07-09 The impact of lung parenchyma attenuation on nodule volumetry in lung cancer screening Penha, Diana Pinto, Erique Hochhegger, Bruno Monaghan, Colin Marchiori, Edson Taborda-Barata, Luís Irion, Klaus Insights Imaging Original Article BACKGROUND: Recent recommendations for lung nodule management include volumetric analysis using tools that present intrinsic measurement variability, with possible impacts on clinical decisions and patient safety. This study was conducted to evaluate whether changes in the attenuation of the lung parenchyma adjacent to a nodule affect the performance of nodule segmentation using computed tomography (CT) studies and volumetric tools. METHODS: Two radiologists retrospectively applied two commercially available volumetric tools for the assessment of lung nodules with diameters of 5–8 mm detected by low-dose chest CT during a lung cancer screening program. The radiologists recorded the success and adequacy of nodule segmentation, nodule volume, manually and automatically (or semi-automatically) obtained long- and short-axis measurements, mean attenuation of adjacent lung parenchyma, and presence of interstitial lung abnormalities or disease, emphysema, pleural plaques, and linear atelectasis. Regression analysis was performed to identify predictors of good nodule segmentation using the volumetric tools. Interobserver and intersoftware agreement on good nodule segmentation was assessed using the intraclass correlation coefficient. RESULTS: In total, data on 1265 nodules (mean patient age, 68.3 ± 5.1 years; 70.2% male) were included in the study. In the regression model, attenuation of the adjacent lung parenchyma was highly significant (odds ratio 0.987, p < 0.001), with a large effect size. Interobserver and intersoftware agreement on good segmentation was good, although one software package performed better and measurements differed consistently between software packages. CONCLUSION: For lung nodules with diameters of 5–8 mm, the likelihood of good segmentation declines with increasing attenuation of the adjacent parenchyma. Springer International Publishing 2021-06-25 /pmc/articles/PMC8233433/ /pubmed/34170410 http://dx.doi.org/10.1186/s13244-021-01027-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 | Original Article Penha, Diana Pinto, Erique Hochhegger, Bruno Monaghan, Colin Marchiori, Edson Taborda-Barata, Luís Irion, Klaus The impact of lung parenchyma attenuation on nodule volumetry in lung cancer screening |
title | The impact of lung parenchyma attenuation on nodule volumetry in lung cancer screening |
title_full | The impact of lung parenchyma attenuation on nodule volumetry in lung cancer screening |
title_fullStr | The impact of lung parenchyma attenuation on nodule volumetry in lung cancer screening |
title_full_unstemmed | The impact of lung parenchyma attenuation on nodule volumetry in lung cancer screening |
title_short | The impact of lung parenchyma attenuation on nodule volumetry in lung cancer screening |
title_sort | impact of lung parenchyma attenuation on nodule volumetry in lung cancer screening |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8233433/ https://www.ncbi.nlm.nih.gov/pubmed/34170410 http://dx.doi.org/10.1186/s13244-021-01027-0 |
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