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Retrospective study of late radiation-induced damages after focal radiotherapy for childhood brain tumors

PURPOSE: To study a robust and reproducible procedure to investigate a relation between focal brain radiotherapy (RT) low doses, neurocognitive impairment and late White Matter and Gray Matter alterations, as shown by Diffusion Tensor Imaging (DTI), in children. METHODS AND MATERIALS: Forty-five pat...

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Autores principales: Cavatorta, Claudia, Meroni, Silvia, Montin, Eros, Oprandi, Maria C., Pecori, Emilia, Lecchi, Mara, Diletto, Barbara, Alessandro, Ombretta, Peruzzo, Denis, Biassoni, Veronica, Schiavello, Elisabetta, Bologna, Marco, Massimino, Maura, Poggi, Geraldina, Mainardi, Luca, Arrigoni, Filippo, Spreafico, Filippo, Verderio, Paolo, Pignoli, Emanuele, Gandola, Lorenza
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7909688/
https://www.ncbi.nlm.nih.gov/pubmed/33635906
http://dx.doi.org/10.1371/journal.pone.0247748
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author Cavatorta, Claudia
Meroni, Silvia
Montin, Eros
Oprandi, Maria C.
Pecori, Emilia
Lecchi, Mara
Diletto, Barbara
Alessandro, Ombretta
Peruzzo, Denis
Biassoni, Veronica
Schiavello, Elisabetta
Bologna, Marco
Massimino, Maura
Poggi, Geraldina
Mainardi, Luca
Arrigoni, Filippo
Spreafico, Filippo
Verderio, Paolo
Pignoli, Emanuele
Gandola, Lorenza
author_facet Cavatorta, Claudia
Meroni, Silvia
Montin, Eros
Oprandi, Maria C.
Pecori, Emilia
Lecchi, Mara
Diletto, Barbara
Alessandro, Ombretta
Peruzzo, Denis
Biassoni, Veronica
Schiavello, Elisabetta
Bologna, Marco
Massimino, Maura
Poggi, Geraldina
Mainardi, Luca
Arrigoni, Filippo
Spreafico, Filippo
Verderio, Paolo
Pignoli, Emanuele
Gandola, Lorenza
author_sort Cavatorta, Claudia
collection PubMed
description PURPOSE: To study a robust and reproducible procedure to investigate a relation between focal brain radiotherapy (RT) low doses, neurocognitive impairment and late White Matter and Gray Matter alterations, as shown by Diffusion Tensor Imaging (DTI), in children. METHODS AND MATERIALS: Forty-five patients (23 males and 22 females, median age at RT 6.2 years, median age at evaluations 11.1 years) who had received focal RT for brain tumors were recruited for DTI exams and neurocognitive tests. Patients’ brains were parceled in 116 regions of interest (ROIs) using an available segmented atlas. After the development of an ad hoc, home-made, multimodal and highly deformable registration framework, we collected mean RT doses and DTI metrics values for each ROI. The pattern of association between cognitive scores or domains and dose or DTI values was assessed in each ROI through both considering and excluding ROIs with mean doses higher than 75% of the prescription. Subsequently, a preliminary threshold value of dose discriminating patients with and without neurocognitive impairment was selected for the most relevant associations. RESULTS: The workflow allowed us to identify 10 ROIs where RT dose and DTI metrics were significantly associated with cognitive tests results (p<0.05). In 5/10 ROIs, RT dose and cognitive tests were associated with p<0.01 and preliminary RT threshold dose values, implying a possible cognitive or neuropsychological damage, were calculated. The analysis of domains showed that the most involved one was the “school-related activities”. CONCLUSION: This analysis, despite being conducted on a retrospective cohort of children, shows that the identification of critical brain structures and respective radiation dose thresholds is achievable by combining, with appropriate methodological tools, the large amount of data arising from different sources. This supported the design of a prospective study to gain stronger evidence.
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spelling pubmed-79096882021-03-05 Retrospective study of late radiation-induced damages after focal radiotherapy for childhood brain tumors Cavatorta, Claudia Meroni, Silvia Montin, Eros Oprandi, Maria C. Pecori, Emilia Lecchi, Mara Diletto, Barbara Alessandro, Ombretta Peruzzo, Denis Biassoni, Veronica Schiavello, Elisabetta Bologna, Marco Massimino, Maura Poggi, Geraldina Mainardi, Luca Arrigoni, Filippo Spreafico, Filippo Verderio, Paolo Pignoli, Emanuele Gandola, Lorenza PLoS One Research Article PURPOSE: To study a robust and reproducible procedure to investigate a relation between focal brain radiotherapy (RT) low doses, neurocognitive impairment and late White Matter and Gray Matter alterations, as shown by Diffusion Tensor Imaging (DTI), in children. METHODS AND MATERIALS: Forty-five patients (23 males and 22 females, median age at RT 6.2 years, median age at evaluations 11.1 years) who had received focal RT for brain tumors were recruited for DTI exams and neurocognitive tests. Patients’ brains were parceled in 116 regions of interest (ROIs) using an available segmented atlas. After the development of an ad hoc, home-made, multimodal and highly deformable registration framework, we collected mean RT doses and DTI metrics values for each ROI. The pattern of association between cognitive scores or domains and dose or DTI values was assessed in each ROI through both considering and excluding ROIs with mean doses higher than 75% of the prescription. Subsequently, a preliminary threshold value of dose discriminating patients with and without neurocognitive impairment was selected for the most relevant associations. RESULTS: The workflow allowed us to identify 10 ROIs where RT dose and DTI metrics were significantly associated with cognitive tests results (p<0.05). In 5/10 ROIs, RT dose and cognitive tests were associated with p<0.01 and preliminary RT threshold dose values, implying a possible cognitive or neuropsychological damage, were calculated. The analysis of domains showed that the most involved one was the “school-related activities”. CONCLUSION: This analysis, despite being conducted on a retrospective cohort of children, shows that the identification of critical brain structures and respective radiation dose thresholds is achievable by combining, with appropriate methodological tools, the large amount of data arising from different sources. This supported the design of a prospective study to gain stronger evidence. Public Library of Science 2021-02-26 /pmc/articles/PMC7909688/ /pubmed/33635906 http://dx.doi.org/10.1371/journal.pone.0247748 Text en © 2021 Cavatorta et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Cavatorta, Claudia
Meroni, Silvia
Montin, Eros
Oprandi, Maria C.
Pecori, Emilia
Lecchi, Mara
Diletto, Barbara
Alessandro, Ombretta
Peruzzo, Denis
Biassoni, Veronica
Schiavello, Elisabetta
Bologna, Marco
Massimino, Maura
Poggi, Geraldina
Mainardi, Luca
Arrigoni, Filippo
Spreafico, Filippo
Verderio, Paolo
Pignoli, Emanuele
Gandola, Lorenza
Retrospective study of late radiation-induced damages after focal radiotherapy for childhood brain tumors
title Retrospective study of late radiation-induced damages after focal radiotherapy for childhood brain tumors
title_full Retrospective study of late radiation-induced damages after focal radiotherapy for childhood brain tumors
title_fullStr Retrospective study of late radiation-induced damages after focal radiotherapy for childhood brain tumors
title_full_unstemmed Retrospective study of late radiation-induced damages after focal radiotherapy for childhood brain tumors
title_short Retrospective study of late radiation-induced damages after focal radiotherapy for childhood brain tumors
title_sort retrospective study of late radiation-induced damages after focal radiotherapy for childhood brain tumors
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7909688/
https://www.ncbi.nlm.nih.gov/pubmed/33635906
http://dx.doi.org/10.1371/journal.pone.0247748
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