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Growth dynamics of brain metastases differentiate radiation necrosis from recurrence
BACKGROUND: Radiation necrosis (RN) is a frequent adverse event after fractionated stereotactic radiotherapy (FSRT) or single-session stereotactic radiosurgery (SRS) treatment of brain metastases (BMs). It is difficult to distinguish RN from progressive disease (PD) due to their similarities in the...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9887079/ https://www.ncbi.nlm.nih.gov/pubmed/36726366 http://dx.doi.org/10.1093/noajnl/vdac179 |
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author | Ocaña-Tienda, Beatriz Pérez-Beteta, Julián Molina-García, David Asenjo, Beatriz Ortiz de Mendivil, Ana Albillo, David Pérez-Romasanta, Luís A González del Portillo, Elisabeth Llorente, Manuel Carballo, Natalia Arana, Estanislao Pérez-García, Víctor M |
author_facet | Ocaña-Tienda, Beatriz Pérez-Beteta, Julián Molina-García, David Asenjo, Beatriz Ortiz de Mendivil, Ana Albillo, David Pérez-Romasanta, Luís A González del Portillo, Elisabeth Llorente, Manuel Carballo, Natalia Arana, Estanislao Pérez-García, Víctor M |
author_sort | Ocaña-Tienda, Beatriz |
collection | PubMed |
description | BACKGROUND: Radiation necrosis (RN) is a frequent adverse event after fractionated stereotactic radiotherapy (FSRT) or single-session stereotactic radiosurgery (SRS) treatment of brain metastases (BMs). It is difficult to distinguish RN from progressive disease (PD) due to their similarities in the magnetic resonance images. Previous theoretical studies have hypothesized that RN could have faster, although transient, growth dynamics after FSRT/SRS, but no study has proven that hypothesis using patient data. Thus, we hypothesized that lesion size time dynamics obtained from growth laws fitted with data from sequential volumetric measurements on magnetic resonance images may help in discriminating recurrent BMs from RN events. METHODS: A total of 101 BMs from different institutions, growing after FSRT/SRS (60 PDs and 41 RNs) in 86 patients, displaying growth for at least 3 consecutive MRI follow-ups were selected for the study from a database of 1031 BMs. The 3 parameters of the Von Bertalanffy growth law were determined for each BM and used to discriminate statistically PDs from RNs. RESULTS: Growth exponents in patients with RNs were found to be substantially larger than those of PD, due to the faster, although transient, dynamics of inflammatory processes. Statistically significant differences (P < .001) were found between both groups. The receiver operating characteristic curve (AUC = 0.76) supported the ability of the growth law exponent to classify the events. CONCLUSIONS: Growth law exponents obtained from sequential longitudinal magnetic resonance images after FSRT/SRS can be used as a complementary tool in the differential diagnosis between RN and PD. |
format | Online Article Text |
id | pubmed-9887079 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-98870792023-01-31 Growth dynamics of brain metastases differentiate radiation necrosis from recurrence Ocaña-Tienda, Beatriz Pérez-Beteta, Julián Molina-García, David Asenjo, Beatriz Ortiz de Mendivil, Ana Albillo, David Pérez-Romasanta, Luís A González del Portillo, Elisabeth Llorente, Manuel Carballo, Natalia Arana, Estanislao Pérez-García, Víctor M Neurooncol Adv Basic and Translational Investigations BACKGROUND: Radiation necrosis (RN) is a frequent adverse event after fractionated stereotactic radiotherapy (FSRT) or single-session stereotactic radiosurgery (SRS) treatment of brain metastases (BMs). It is difficult to distinguish RN from progressive disease (PD) due to their similarities in the magnetic resonance images. Previous theoretical studies have hypothesized that RN could have faster, although transient, growth dynamics after FSRT/SRS, but no study has proven that hypothesis using patient data. Thus, we hypothesized that lesion size time dynamics obtained from growth laws fitted with data from sequential volumetric measurements on magnetic resonance images may help in discriminating recurrent BMs from RN events. METHODS: A total of 101 BMs from different institutions, growing after FSRT/SRS (60 PDs and 41 RNs) in 86 patients, displaying growth for at least 3 consecutive MRI follow-ups were selected for the study from a database of 1031 BMs. The 3 parameters of the Von Bertalanffy growth law were determined for each BM and used to discriminate statistically PDs from RNs. RESULTS: Growth exponents in patients with RNs were found to be substantially larger than those of PD, due to the faster, although transient, dynamics of inflammatory processes. Statistically significant differences (P < .001) were found between both groups. The receiver operating characteristic curve (AUC = 0.76) supported the ability of the growth law exponent to classify the events. CONCLUSIONS: Growth law exponents obtained from sequential longitudinal magnetic resonance images after FSRT/SRS can be used as a complementary tool in the differential diagnosis between RN and PD. Oxford University Press 2022-12-08 /pmc/articles/PMC9887079/ /pubmed/36726366 http://dx.doi.org/10.1093/noajnl/vdac179 Text en © The Author(s) 2022. Published by Oxford University Press, the Society for Neuro-Oncology and the European Association of Neuro-Oncology. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Basic and Translational Investigations Ocaña-Tienda, Beatriz Pérez-Beteta, Julián Molina-García, David Asenjo, Beatriz Ortiz de Mendivil, Ana Albillo, David Pérez-Romasanta, Luís A González del Portillo, Elisabeth Llorente, Manuel Carballo, Natalia Arana, Estanislao Pérez-García, Víctor M Growth dynamics of brain metastases differentiate radiation necrosis from recurrence |
title | Growth dynamics of brain metastases differentiate radiation necrosis from recurrence |
title_full | Growth dynamics of brain metastases differentiate radiation necrosis from recurrence |
title_fullStr | Growth dynamics of brain metastases differentiate radiation necrosis from recurrence |
title_full_unstemmed | Growth dynamics of brain metastases differentiate radiation necrosis from recurrence |
title_short | Growth dynamics of brain metastases differentiate radiation necrosis from recurrence |
title_sort | growth dynamics of brain metastases differentiate radiation necrosis from recurrence |
topic | Basic and Translational Investigations |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9887079/ https://www.ncbi.nlm.nih.gov/pubmed/36726366 http://dx.doi.org/10.1093/noajnl/vdac179 |
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