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Precise enhancement quantification in post-operative MRI as an indicator of residual tumor impact is associated with survival in patients with glioblastoma

Glioblastoma is the most common primary brain tumor. Standard therapy consists of maximum safe resection combined with adjuvant radiochemotherapy followed by chemotherapy with temozolomide, however prognosis is extremely poor. Assessment of the residual tumor after surgery and patient stratification...

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Autores principales: Garcia-Ruiz, Alonso, Naval-Baudin, Pablo, Ligero, Marta, Pons-Escoda, Albert, Bruna, Jordi, Plans, Gerard, Calvo, Nahum, Cos, Monica, Majós, Carles, Perez-Lopez, Raquel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7804103/
https://www.ncbi.nlm.nih.gov/pubmed/33436737
http://dx.doi.org/10.1038/s41598-020-79829-3
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author Garcia-Ruiz, Alonso
Naval-Baudin, Pablo
Ligero, Marta
Pons-Escoda, Albert
Bruna, Jordi
Plans, Gerard
Calvo, Nahum
Cos, Monica
Majós, Carles
Perez-Lopez, Raquel
author_facet Garcia-Ruiz, Alonso
Naval-Baudin, Pablo
Ligero, Marta
Pons-Escoda, Albert
Bruna, Jordi
Plans, Gerard
Calvo, Nahum
Cos, Monica
Majós, Carles
Perez-Lopez, Raquel
author_sort Garcia-Ruiz, Alonso
collection PubMed
description Glioblastoma is the most common primary brain tumor. Standard therapy consists of maximum safe resection combined with adjuvant radiochemotherapy followed by chemotherapy with temozolomide, however prognosis is extremely poor. Assessment of the residual tumor after surgery and patient stratification into prognostic groups (i.e., by tumor volume) is currently hindered by the subjective evaluation of residual enhancement in medical images (magnetic resonance imaging [MRI]). Furthermore, objective evidence defining the optimal time to acquire the images is lacking. We analyzed 144 patients with glioblastoma, objectively quantified the enhancing residual tumor through computational image analysis and assessed the correlation with survival. Pathological enhancement thickness on post-surgical MRI correlated with survival (hazard ratio: 1.98, p < 0.001). The prognostic value of several imaging and clinical variables was analyzed individually and combined (radiomics AUC 0.71, p = 0.07; combined AUC 0.72, p < 0.001). Residual enhancement thickness and radiomics complemented clinical data for prognosis stratification in patients with glioblastoma. Significant results were only obtained for scans performed between 24 and 72 h after surgery, raising the possibility of confounding non-tumor enhancement in very early post-surgery MRI. Regarding the extent of resection, and in agreement with recent studies, the association between the measured tumor remnant and survival supports maximal safe resection whenever possible.
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spelling pubmed-78041032021-01-13 Precise enhancement quantification in post-operative MRI as an indicator of residual tumor impact is associated with survival in patients with glioblastoma Garcia-Ruiz, Alonso Naval-Baudin, Pablo Ligero, Marta Pons-Escoda, Albert Bruna, Jordi Plans, Gerard Calvo, Nahum Cos, Monica Majós, Carles Perez-Lopez, Raquel Sci Rep Article Glioblastoma is the most common primary brain tumor. Standard therapy consists of maximum safe resection combined with adjuvant radiochemotherapy followed by chemotherapy with temozolomide, however prognosis is extremely poor. Assessment of the residual tumor after surgery and patient stratification into prognostic groups (i.e., by tumor volume) is currently hindered by the subjective evaluation of residual enhancement in medical images (magnetic resonance imaging [MRI]). Furthermore, objective evidence defining the optimal time to acquire the images is lacking. We analyzed 144 patients with glioblastoma, objectively quantified the enhancing residual tumor through computational image analysis and assessed the correlation with survival. Pathological enhancement thickness on post-surgical MRI correlated with survival (hazard ratio: 1.98, p < 0.001). The prognostic value of several imaging and clinical variables was analyzed individually and combined (radiomics AUC 0.71, p = 0.07; combined AUC 0.72, p < 0.001). Residual enhancement thickness and radiomics complemented clinical data for prognosis stratification in patients with glioblastoma. Significant results were only obtained for scans performed between 24 and 72 h after surgery, raising the possibility of confounding non-tumor enhancement in very early post-surgery MRI. Regarding the extent of resection, and in agreement with recent studies, the association between the measured tumor remnant and survival supports maximal safe resection whenever possible. Nature Publishing Group UK 2021-01-12 /pmc/articles/PMC7804103/ /pubmed/33436737 http://dx.doi.org/10.1038/s41598-020-79829-3 Text en © The Author(s) 2021 Open Access This 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/.
spellingShingle Article
Garcia-Ruiz, Alonso
Naval-Baudin, Pablo
Ligero, Marta
Pons-Escoda, Albert
Bruna, Jordi
Plans, Gerard
Calvo, Nahum
Cos, Monica
Majós, Carles
Perez-Lopez, Raquel
Precise enhancement quantification in post-operative MRI as an indicator of residual tumor impact is associated with survival in patients with glioblastoma
title Precise enhancement quantification in post-operative MRI as an indicator of residual tumor impact is associated with survival in patients with glioblastoma
title_full Precise enhancement quantification in post-operative MRI as an indicator of residual tumor impact is associated with survival in patients with glioblastoma
title_fullStr Precise enhancement quantification in post-operative MRI as an indicator of residual tumor impact is associated with survival in patients with glioblastoma
title_full_unstemmed Precise enhancement quantification in post-operative MRI as an indicator of residual tumor impact is associated with survival in patients with glioblastoma
title_short Precise enhancement quantification in post-operative MRI as an indicator of residual tumor impact is associated with survival in patients with glioblastoma
title_sort precise enhancement quantification in post-operative mri as an indicator of residual tumor impact is associated with survival in patients with glioblastoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7804103/
https://www.ncbi.nlm.nih.gov/pubmed/33436737
http://dx.doi.org/10.1038/s41598-020-79829-3
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