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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
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.
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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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