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An image processing tool for the detection of anthracycline-induced cardiotoxicity by evaluating the myocardial metabolic activity in [(18)F]FDG PET/CT
PURPOSE: Chemotherapy-induced cardiotoxicity is one of the main complications during and after cancer treatment. While echocardiography is the most used technique in clinical practice to evaluate left ventricular (LV) dysfunction, a multimodal approach is preferred for the early detection of anthrac...
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/PMC8784503/ https://www.ncbi.nlm.nih.gov/pubmed/34698987 http://dx.doi.org/10.1007/s11548-021-02508-9 |
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author | Seiffert, Alexander P. Gómez-Grande, Adolfo Castro-Leal, Gonzalo Rodríguez, Antonia Palomino-Fernández, David Gómez, Enrique J. Sánchez-González, Patricia Bueno, Héctor |
author_facet | Seiffert, Alexander P. Gómez-Grande, Adolfo Castro-Leal, Gonzalo Rodríguez, Antonia Palomino-Fernández, David Gómez, Enrique J. Sánchez-González, Patricia Bueno, Héctor |
author_sort | Seiffert, Alexander P. |
collection | PubMed |
description | PURPOSE: Chemotherapy-induced cardiotoxicity is one of the main complications during and after cancer treatment. While echocardiography is the most used technique in clinical practice to evaluate left ventricular (LV) dysfunction, a multimodal approach is preferred for the early detection of anthracycline-induced cardiotoxicity. In this paper, an image processing tool allowing the qualitative and quantitative analysis of myocardial metabolic activity by [(18)F]fluorodeoxyglucose (FDG) positron emission tomography computed tomography (PET/CT) images, acquired routinely during and after cancer treatment, is presented. METHODS: The methodology is based on cardiac single photon emission computed tomography image processing protocols used in clinical practice. LV polar maps are created, and quantitative regional values are calculated. The tool was validated in a study group of 24 patients with Hodgkin or non-Hodgkin lymphoma (HL and NHL, respectively) treated with anthracyclines. Staging, interim and end-of-treatment [(18)F]FDG PET/CT images were acquired and the presented tool was used to extract the quantitative metrics of LV metabolic activity. RESULTS: Results show an overall increase of metabolic activity in the interim PET image acquired while on treatment compared to staging PET, which then decreased in the end-of-treatment scan. Positive correlation coefficients between staging and interim scans, and negative correlation coefficients between interim and end-of-treatment scans also support this finding. Metabolic changes occur predominantly in the septal region. CONCLUSION: The proposed methodology and presented software solution provides the capability to assess quantitatively myocardial metabolism acquired by routine [(18)F]FDG PET/CT scanning during cancer treatment for evaluating anthracycline-induced cardiotoxicity. The [(18)F]FDG PET/CT septal-lateral uptake ratio is proposed as a new quantitative measure of myocardial metabolism. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11548-021-02508-9 |
format | Online Article Text |
id | pubmed-8784503 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-87845032022-02-02 An image processing tool for the detection of anthracycline-induced cardiotoxicity by evaluating the myocardial metabolic activity in [(18)F]FDG PET/CT Seiffert, Alexander P. Gómez-Grande, Adolfo Castro-Leal, Gonzalo Rodríguez, Antonia Palomino-Fernández, David Gómez, Enrique J. Sánchez-González, Patricia Bueno, Héctor Int J Comput Assist Radiol Surg Original Article PURPOSE: Chemotherapy-induced cardiotoxicity is one of the main complications during and after cancer treatment. While echocardiography is the most used technique in clinical practice to evaluate left ventricular (LV) dysfunction, a multimodal approach is preferred for the early detection of anthracycline-induced cardiotoxicity. In this paper, an image processing tool allowing the qualitative and quantitative analysis of myocardial metabolic activity by [(18)F]fluorodeoxyglucose (FDG) positron emission tomography computed tomography (PET/CT) images, acquired routinely during and after cancer treatment, is presented. METHODS: The methodology is based on cardiac single photon emission computed tomography image processing protocols used in clinical practice. LV polar maps are created, and quantitative regional values are calculated. The tool was validated in a study group of 24 patients with Hodgkin or non-Hodgkin lymphoma (HL and NHL, respectively) treated with anthracyclines. Staging, interim and end-of-treatment [(18)F]FDG PET/CT images were acquired and the presented tool was used to extract the quantitative metrics of LV metabolic activity. RESULTS: Results show an overall increase of metabolic activity in the interim PET image acquired while on treatment compared to staging PET, which then decreased in the end-of-treatment scan. Positive correlation coefficients between staging and interim scans, and negative correlation coefficients between interim and end-of-treatment scans also support this finding. Metabolic changes occur predominantly in the septal region. CONCLUSION: The proposed methodology and presented software solution provides the capability to assess quantitatively myocardial metabolism acquired by routine [(18)F]FDG PET/CT scanning during cancer treatment for evaluating anthracycline-induced cardiotoxicity. The [(18)F]FDG PET/CT septal-lateral uptake ratio is proposed as a new quantitative measure of myocardial metabolism. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11548-021-02508-9 Springer International Publishing 2021-10-26 2022 /pmc/articles/PMC8784503/ /pubmed/34698987 http://dx.doi.org/10.1007/s11548-021-02508-9 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 Seiffert, Alexander P. Gómez-Grande, Adolfo Castro-Leal, Gonzalo Rodríguez, Antonia Palomino-Fernández, David Gómez, Enrique J. Sánchez-González, Patricia Bueno, Héctor An image processing tool for the detection of anthracycline-induced cardiotoxicity by evaluating the myocardial metabolic activity in [(18)F]FDG PET/CT |
title | An image processing tool for the detection of anthracycline-induced cardiotoxicity by evaluating the myocardial metabolic activity in [(18)F]FDG PET/CT |
title_full | An image processing tool for the detection of anthracycline-induced cardiotoxicity by evaluating the myocardial metabolic activity in [(18)F]FDG PET/CT |
title_fullStr | An image processing tool for the detection of anthracycline-induced cardiotoxicity by evaluating the myocardial metabolic activity in [(18)F]FDG PET/CT |
title_full_unstemmed | An image processing tool for the detection of anthracycline-induced cardiotoxicity by evaluating the myocardial metabolic activity in [(18)F]FDG PET/CT |
title_short | An image processing tool for the detection of anthracycline-induced cardiotoxicity by evaluating the myocardial metabolic activity in [(18)F]FDG PET/CT |
title_sort | image processing tool for the detection of anthracycline-induced cardiotoxicity by evaluating the myocardial metabolic activity in [(18)f]fdg pet/ct |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8784503/ https://www.ncbi.nlm.nih.gov/pubmed/34698987 http://dx.doi.org/10.1007/s11548-021-02508-9 |
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