Cargando…

The relationship between radiation dose and bevacizumab-related imaging abnormality in patients with brain tumors: A voxel-wise normal tissue complication probability (NTCP) analysis

PURPOSE: Bevacizumab-related imaging abnormality (BRIA), appearing as areas of restricted diffusion on magnetic resonance imaging (MRI) and representing atypical coagulative necrosis pathologically, has been observed in patients with brain tumors receiving radiotherapy and bevacizumab. We investigat...

Descripción completa

Detalles Bibliográficos
Autores principales: Salans, Mia, Houri, Jordan, Karunamuni, Roshan, Hopper, Austin, Delfanti, Rachel, Seibert, Tyler M., Bahrami, Naeim, Sharifzadeh, Yasamin, McDonald, Carrie, Dale, Anders, Moiseenko, Vitali, Farid, Nikdokht, Hattangadi-Gluth, Jona A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9937457/
https://www.ncbi.nlm.nih.gov/pubmed/36800342
http://dx.doi.org/10.1371/journal.pone.0279812
_version_ 1784890428023111680
author Salans, Mia
Houri, Jordan
Karunamuni, Roshan
Hopper, Austin
Delfanti, Rachel
Seibert, Tyler M.
Bahrami, Naeim
Sharifzadeh, Yasamin
McDonald, Carrie
Dale, Anders
Moiseenko, Vitali
Farid, Nikdokht
Hattangadi-Gluth, Jona A.
author_facet Salans, Mia
Houri, Jordan
Karunamuni, Roshan
Hopper, Austin
Delfanti, Rachel
Seibert, Tyler M.
Bahrami, Naeim
Sharifzadeh, Yasamin
McDonald, Carrie
Dale, Anders
Moiseenko, Vitali
Farid, Nikdokht
Hattangadi-Gluth, Jona A.
author_sort Salans, Mia
collection PubMed
description PURPOSE: Bevacizumab-related imaging abnormality (BRIA), appearing as areas of restricted diffusion on magnetic resonance imaging (MRI) and representing atypical coagulative necrosis pathologically, has been observed in patients with brain tumors receiving radiotherapy and bevacizumab. We investigated the role of cumulative radiation dose in BRIA development in a voxel-wise analysis. METHODS: Patients (n = 18) with BRIA were identified. All had high-grade gliomas or brain metastases treated with radiotherapy and bevacizumab. Areas of BRIA were segmented semi-automatically on diffusion-weighted MRI with apparent diffusion coefficient (ADC) images. To avoid confounding by possible tumor, hypoperfusion was confirmed with perfusion imaging. ADC images and radiation dose maps were co-registered to a high-resolution T1-weighted MRI and registration accuracy was verified. Voxel-wise normal tissue complication probability analyses were performed using a logistic model analyzing the relationship between cumulative voxel equivalent total dose in 2 Gy fractions (EQD2) and BRIA development at each voxel. Confidence intervals for regression model predictions were estimated with bootstrapping. RESULTS: Among 18 patients, 39 brain tumors were treated. Patients received a median of 4.5 cycles of bevacizumab and 1–4 radiation courses prior to BRIA appearance. Most (64%) treated tumors overlapped with areas of BRIA. The median proportion of each BRIA region of interest volume overlapping with tumor was 98%. We found a dose-dependent association between cumulative voxel EQD2 and the relative probability of BRIA (β(0) = -5.1, β(1) = 0.03 Gy(-1), γ = 1.3). CONCLUSIONS: BRIA is likely a radiation dose-dependent phenomenon in patients with brain tumors receiving bevacizumab and radiotherapy. The combination of radiation effects and tumor microenvironmental factors in potentiating BRIA in this population should be further investigated.
format Online
Article
Text
id pubmed-9937457
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-99374572023-02-18 The relationship between radiation dose and bevacizumab-related imaging abnormality in patients with brain tumors: A voxel-wise normal tissue complication probability (NTCP) analysis Salans, Mia Houri, Jordan Karunamuni, Roshan Hopper, Austin Delfanti, Rachel Seibert, Tyler M. Bahrami, Naeim Sharifzadeh, Yasamin McDonald, Carrie Dale, Anders Moiseenko, Vitali Farid, Nikdokht Hattangadi-Gluth, Jona A. PLoS One Research Article PURPOSE: Bevacizumab-related imaging abnormality (BRIA), appearing as areas of restricted diffusion on magnetic resonance imaging (MRI) and representing atypical coagulative necrosis pathologically, has been observed in patients with brain tumors receiving radiotherapy and bevacizumab. We investigated the role of cumulative radiation dose in BRIA development in a voxel-wise analysis. METHODS: Patients (n = 18) with BRIA were identified. All had high-grade gliomas or brain metastases treated with radiotherapy and bevacizumab. Areas of BRIA were segmented semi-automatically on diffusion-weighted MRI with apparent diffusion coefficient (ADC) images. To avoid confounding by possible tumor, hypoperfusion was confirmed with perfusion imaging. ADC images and radiation dose maps were co-registered to a high-resolution T1-weighted MRI and registration accuracy was verified. Voxel-wise normal tissue complication probability analyses were performed using a logistic model analyzing the relationship between cumulative voxel equivalent total dose in 2 Gy fractions (EQD2) and BRIA development at each voxel. Confidence intervals for regression model predictions were estimated with bootstrapping. RESULTS: Among 18 patients, 39 brain tumors were treated. Patients received a median of 4.5 cycles of bevacizumab and 1–4 radiation courses prior to BRIA appearance. Most (64%) treated tumors overlapped with areas of BRIA. The median proportion of each BRIA region of interest volume overlapping with tumor was 98%. We found a dose-dependent association between cumulative voxel EQD2 and the relative probability of BRIA (β(0) = -5.1, β(1) = 0.03 Gy(-1), γ = 1.3). CONCLUSIONS: BRIA is likely a radiation dose-dependent phenomenon in patients with brain tumors receiving bevacizumab and radiotherapy. The combination of radiation effects and tumor microenvironmental factors in potentiating BRIA in this population should be further investigated. Public Library of Science 2023-02-17 /pmc/articles/PMC9937457/ /pubmed/36800342 http://dx.doi.org/10.1371/journal.pone.0279812 Text en © 2023 Salans et al 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 use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Salans, Mia
Houri, Jordan
Karunamuni, Roshan
Hopper, Austin
Delfanti, Rachel
Seibert, Tyler M.
Bahrami, Naeim
Sharifzadeh, Yasamin
McDonald, Carrie
Dale, Anders
Moiseenko, Vitali
Farid, Nikdokht
Hattangadi-Gluth, Jona A.
The relationship between radiation dose and bevacizumab-related imaging abnormality in patients with brain tumors: A voxel-wise normal tissue complication probability (NTCP) analysis
title The relationship between radiation dose and bevacizumab-related imaging abnormality in patients with brain tumors: A voxel-wise normal tissue complication probability (NTCP) analysis
title_full The relationship between radiation dose and bevacizumab-related imaging abnormality in patients with brain tumors: A voxel-wise normal tissue complication probability (NTCP) analysis
title_fullStr The relationship between radiation dose and bevacizumab-related imaging abnormality in patients with brain tumors: A voxel-wise normal tissue complication probability (NTCP) analysis
title_full_unstemmed The relationship between radiation dose and bevacizumab-related imaging abnormality in patients with brain tumors: A voxel-wise normal tissue complication probability (NTCP) analysis
title_short The relationship between radiation dose and bevacizumab-related imaging abnormality in patients with brain tumors: A voxel-wise normal tissue complication probability (NTCP) analysis
title_sort relationship between radiation dose and bevacizumab-related imaging abnormality in patients with brain tumors: a voxel-wise normal tissue complication probability (ntcp) analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9937457/
https://www.ncbi.nlm.nih.gov/pubmed/36800342
http://dx.doi.org/10.1371/journal.pone.0279812
work_keys_str_mv AT salansmia therelationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT hourijordan therelationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT karunamuniroshan therelationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT hopperaustin therelationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT delfantirachel therelationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT seiberttylerm therelationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT bahraminaeim therelationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT sharifzadehyasamin therelationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT mcdonaldcarrie therelationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT daleanders therelationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT moiseenkovitali therelationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT faridnikdokht therelationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT hattangadigluthjonaa therelationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT salansmia relationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT hourijordan relationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT karunamuniroshan relationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT hopperaustin relationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT delfantirachel relationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT seiberttylerm relationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT bahraminaeim relationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT sharifzadehyasamin relationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT mcdonaldcarrie relationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT daleanders relationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT moiseenkovitali relationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT faridnikdokht relationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis
AT hattangadigluthjonaa relationshipbetweenradiationdoseandbevacizumabrelatedimagingabnormalityinpatientswithbraintumorsavoxelwisenormaltissuecomplicationprobabilityntcpanalysis