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Value of [(18)F]FDG PET/CT radiomic parameters in the context of response to chemotherapy in advanced cervical cancer

The first-order statistical (FOS) and second-order texture analysis on basis of Gray-Level Co-occurence Matrix (GLCM) were obtained to assess metabolic, volumetric, statistical and radiomic parameters of cervical cancer in response to chemotherapy, recurrence and age of patients. The homogeneous gro...

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Autores principales: Burchardt, Ewa, Bos-Liedke, Agnieszka, Serkowska, Kamila, Cegla, Paulina, Piotrowski, Adam, Malicki, Julian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10241798/
https://www.ncbi.nlm.nih.gov/pubmed/37277546
http://dx.doi.org/10.1038/s41598-023-35843-9
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author Burchardt, Ewa
Bos-Liedke, Agnieszka
Serkowska, Kamila
Cegla, Paulina
Piotrowski, Adam
Malicki, Julian
author_facet Burchardt, Ewa
Bos-Liedke, Agnieszka
Serkowska, Kamila
Cegla, Paulina
Piotrowski, Adam
Malicki, Julian
author_sort Burchardt, Ewa
collection PubMed
description The first-order statistical (FOS) and second-order texture analysis on basis of Gray-Level Co-occurence Matrix (GLCM) were obtained to assess metabolic, volumetric, statistical and radiomic parameters of cervical cancer in response to chemotherapy, recurrence and age of patients. The homogeneous group of 83 patients with histologically confirmed IIIC1–IVB stage cervical cancer were analyzed, retrospectively. Before and after chemotherapy, the advancement of the disease and the effectiveness of the therapy, respectively, were established using [(18)F] FDG PET/CT imaging. The statistically significant differences between pre- and post-therapy parameters were observed for SUV(max), SUV(mean), TLG, MTV, asphericity (ASP, p = 0.000, Z > 0), entropy (E, p = 0.0000), correlation (COR, p = 0.0007), energy (En, p = 0.000) and homogeneity (H, p = 0.0018). Among the FOS parameters, moderate correlation was observed between pre-treatment coefficient of variation (COV) and patients’ recurrence (R = 0.34, p = 0.001). Among the GLCM textural parameters, moderate positive correlation was observed for post-treatment contrast (C) with the age of patients (R = 0.3, p = 0.0038) and strong and moderate correlation was observed in the case of En and H with chemotherapy response (R = 0.54 and R = 0.46, respectively). All correlations were statistically significant. This study indicates the remarkable importance of pre- and post-treatment [(18)F] FDG PET statistical and textural GLCM parameters according to prediction of recurrence and chemotherapy response of cervical cancer patients.
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spelling pubmed-102417982023-06-07 Value of [(18)F]FDG PET/CT radiomic parameters in the context of response to chemotherapy in advanced cervical cancer Burchardt, Ewa Bos-Liedke, Agnieszka Serkowska, Kamila Cegla, Paulina Piotrowski, Adam Malicki, Julian Sci Rep Article The first-order statistical (FOS) and second-order texture analysis on basis of Gray-Level Co-occurence Matrix (GLCM) were obtained to assess metabolic, volumetric, statistical and radiomic parameters of cervical cancer in response to chemotherapy, recurrence and age of patients. The homogeneous group of 83 patients with histologically confirmed IIIC1–IVB stage cervical cancer were analyzed, retrospectively. Before and after chemotherapy, the advancement of the disease and the effectiveness of the therapy, respectively, were established using [(18)F] FDG PET/CT imaging. The statistically significant differences between pre- and post-therapy parameters were observed for SUV(max), SUV(mean), TLG, MTV, asphericity (ASP, p = 0.000, Z > 0), entropy (E, p = 0.0000), correlation (COR, p = 0.0007), energy (En, p = 0.000) and homogeneity (H, p = 0.0018). Among the FOS parameters, moderate correlation was observed between pre-treatment coefficient of variation (COV) and patients’ recurrence (R = 0.34, p = 0.001). Among the GLCM textural parameters, moderate positive correlation was observed for post-treatment contrast (C) with the age of patients (R = 0.3, p = 0.0038) and strong and moderate correlation was observed in the case of En and H with chemotherapy response (R = 0.54 and R = 0.46, respectively). All correlations were statistically significant. This study indicates the remarkable importance of pre- and post-treatment [(18)F] FDG PET statistical and textural GLCM parameters according to prediction of recurrence and chemotherapy response of cervical cancer patients. Nature Publishing Group UK 2023-06-05 /pmc/articles/PMC10241798/ /pubmed/37277546 http://dx.doi.org/10.1038/s41598-023-35843-9 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 Article
Burchardt, Ewa
Bos-Liedke, Agnieszka
Serkowska, Kamila
Cegla, Paulina
Piotrowski, Adam
Malicki, Julian
Value of [(18)F]FDG PET/CT radiomic parameters in the context of response to chemotherapy in advanced cervical cancer
title Value of [(18)F]FDG PET/CT radiomic parameters in the context of response to chemotherapy in advanced cervical cancer
title_full Value of [(18)F]FDG PET/CT radiomic parameters in the context of response to chemotherapy in advanced cervical cancer
title_fullStr Value of [(18)F]FDG PET/CT radiomic parameters in the context of response to chemotherapy in advanced cervical cancer
title_full_unstemmed Value of [(18)F]FDG PET/CT radiomic parameters in the context of response to chemotherapy in advanced cervical cancer
title_short Value of [(18)F]FDG PET/CT radiomic parameters in the context of response to chemotherapy in advanced cervical cancer
title_sort value of [(18)f]fdg pet/ct radiomic parameters in the context of response to chemotherapy in advanced cervical cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10241798/
https://www.ncbi.nlm.nih.gov/pubmed/37277546
http://dx.doi.org/10.1038/s41598-023-35843-9
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