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Accurate FDG PET tumor segmentation using the peritumoral halo layer method: a study in patients with esophageal squamous cell carcinoma
BACKGROUND: In a previous study, FDG PET tumor segmentation (SegPHL) using the peritumoral halo layer (PHL) was more reliable than fixed threshold methods in patients with thyroid cancer. We performed this study to validate the reliability and accuracy of the PHL method in patients with esophageal s...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6158888/ https://www.ncbi.nlm.nih.gov/pubmed/30257714 http://dx.doi.org/10.1186/s40644-018-0169-1 |
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author | Jun, Sungmin Park, Jung Gu Seo, Youngduk |
author_facet | Jun, Sungmin Park, Jung Gu Seo, Youngduk |
author_sort | Jun, Sungmin |
collection | PubMed |
description | BACKGROUND: In a previous study, FDG PET tumor segmentation (SegPHL) using the peritumoral halo layer (PHL) was more reliable than fixed threshold methods in patients with thyroid cancer. We performed this study to validate the reliability and accuracy of the PHL method in patients with esophageal squamous cell carcinomas (ESCCs), which can be larger and more heterogeneous than thyroid cancers. METHODS: A total of 121 ESCC patients (FDG avid = 85 (70.2%); FDG non-avid = 36 (29.8%)) were enrolled in this study. In FDG avid ESCCs, metabolic tumor length (ML) using SegPHL (ML(PHL)), fixed SUV 2.5 threshold (ML(2.5)), and fixed 40% of maximum SUV (SUVmax) (ML(40%)) were measured. Regression and Bland-Altman analyses were performed to evaluate associations between ML, endoscopic tumor length (EL), and pathologic tumor length (PL). A comparison test was performed to evaluate the absolute difference between ML and PL. Correlation with tumor threshold determined by the PHL method (PHL tumor threshold) and SUVmax was evaluated. RESULTS: ML(PHL), ML(2.5), and ML(40%) correlated well with EL (R(2) = 0.6464, 0.5789, 0.3321, respectively; p < 0.001) and PL (R(2) = 0.8778, 0.8365, 0.6266, respectively; p < 0.001). However, ML(2.5) and ML(40%) showed significant proportional error with regard to PL; there was no significant error between ML(PHL) and PL. ML(PHL) showed the smallest standard deviation on Bland-Altman analyses. The absolute differences between ML and PL were significantly smaller for ML(PHL) and ML(40%) than for ML(2.5) (p < 0.0001). The PHL tumor threshold showed an inverse correlation with SUVmax (σ = − 0.923, p < 0.0001). CONCLUSIONS: SegPHL was more accurate than fixed threshold methods in ESCC. The PHL tumor threshold was adjusted according to SUVmax of ESCC. |
format | Online Article Text |
id | pubmed-6158888 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-61588882018-10-01 Accurate FDG PET tumor segmentation using the peritumoral halo layer method: a study in patients with esophageal squamous cell carcinoma Jun, Sungmin Park, Jung Gu Seo, Youngduk Cancer Imaging Research Article BACKGROUND: In a previous study, FDG PET tumor segmentation (SegPHL) using the peritumoral halo layer (PHL) was more reliable than fixed threshold methods in patients with thyroid cancer. We performed this study to validate the reliability and accuracy of the PHL method in patients with esophageal squamous cell carcinomas (ESCCs), which can be larger and more heterogeneous than thyroid cancers. METHODS: A total of 121 ESCC patients (FDG avid = 85 (70.2%); FDG non-avid = 36 (29.8%)) were enrolled in this study. In FDG avid ESCCs, metabolic tumor length (ML) using SegPHL (ML(PHL)), fixed SUV 2.5 threshold (ML(2.5)), and fixed 40% of maximum SUV (SUVmax) (ML(40%)) were measured. Regression and Bland-Altman analyses were performed to evaluate associations between ML, endoscopic tumor length (EL), and pathologic tumor length (PL). A comparison test was performed to evaluate the absolute difference between ML and PL. Correlation with tumor threshold determined by the PHL method (PHL tumor threshold) and SUVmax was evaluated. RESULTS: ML(PHL), ML(2.5), and ML(40%) correlated well with EL (R(2) = 0.6464, 0.5789, 0.3321, respectively; p < 0.001) and PL (R(2) = 0.8778, 0.8365, 0.6266, respectively; p < 0.001). However, ML(2.5) and ML(40%) showed significant proportional error with regard to PL; there was no significant error between ML(PHL) and PL. ML(PHL) showed the smallest standard deviation on Bland-Altman analyses. The absolute differences between ML and PL were significantly smaller for ML(PHL) and ML(40%) than for ML(2.5) (p < 0.0001). The PHL tumor threshold showed an inverse correlation with SUVmax (σ = − 0.923, p < 0.0001). CONCLUSIONS: SegPHL was more accurate than fixed threshold methods in ESCC. The PHL tumor threshold was adjusted according to SUVmax of ESCC. BioMed Central 2018-09-26 /pmc/articles/PMC6158888/ /pubmed/30257714 http://dx.doi.org/10.1186/s40644-018-0169-1 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Jun, Sungmin Park, Jung Gu Seo, Youngduk Accurate FDG PET tumor segmentation using the peritumoral halo layer method: a study in patients with esophageal squamous cell carcinoma |
title | Accurate FDG PET tumor segmentation using the peritumoral halo layer method: a study in patients with esophageal squamous cell carcinoma |
title_full | Accurate FDG PET tumor segmentation using the peritumoral halo layer method: a study in patients with esophageal squamous cell carcinoma |
title_fullStr | Accurate FDG PET tumor segmentation using the peritumoral halo layer method: a study in patients with esophageal squamous cell carcinoma |
title_full_unstemmed | Accurate FDG PET tumor segmentation using the peritumoral halo layer method: a study in patients with esophageal squamous cell carcinoma |
title_short | Accurate FDG PET tumor segmentation using the peritumoral halo layer method: a study in patients with esophageal squamous cell carcinoma |
title_sort | accurate fdg pet tumor segmentation using the peritumoral halo layer method: a study in patients with esophageal squamous cell carcinoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6158888/ https://www.ncbi.nlm.nih.gov/pubmed/30257714 http://dx.doi.org/10.1186/s40644-018-0169-1 |
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