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MR spectroscopic imaging predicts early response to anti-angiogenic therapy in recurrent glioblastoma
BACKGROUND: Determining failure to anti-angiogenic therapy in recurrent glioblastoma (GBM) (rGBM) remains a challenge. The purpose of the study was to assess treatment response to bevacizumab-based therapy in patients with rGBM using MR spectroscopy (MRS). METHODS: We performed longitudinal MRI/MRS...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8193903/ https://www.ncbi.nlm.nih.gov/pubmed/34131648 http://dx.doi.org/10.1093/noajnl/vdab060 |
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author | Talati, Pratik El-Abtah, Mohamed Kim, Daniel Dietrich, Jorg Fu, Melanie Wenke, Michael He, Julian Natheir, Sharif N Vangel, Mark Rapalino, Otto Vaynrub, Anna Arrillaga-Romany, Isabel Forst, Deborah A Yen, Yi-Fen Andronesi, Ovidiu Kalpathy-Cramer, Jayashree Rosen, Bruce Batchelor, Tracy T Gonzalez, R Gilberto Gerstner, Elizabeth R Ratai, Eva-Maria |
author_facet | Talati, Pratik El-Abtah, Mohamed Kim, Daniel Dietrich, Jorg Fu, Melanie Wenke, Michael He, Julian Natheir, Sharif N Vangel, Mark Rapalino, Otto Vaynrub, Anna Arrillaga-Romany, Isabel Forst, Deborah A Yen, Yi-Fen Andronesi, Ovidiu Kalpathy-Cramer, Jayashree Rosen, Bruce Batchelor, Tracy T Gonzalez, R Gilberto Gerstner, Elizabeth R Ratai, Eva-Maria |
author_sort | Talati, Pratik |
collection | PubMed |
description | BACKGROUND: Determining failure to anti-angiogenic therapy in recurrent glioblastoma (GBM) (rGBM) remains a challenge. The purpose of the study was to assess treatment response to bevacizumab-based therapy in patients with rGBM using MR spectroscopy (MRS). METHODS: We performed longitudinal MRI/MRS in 33 patients with rGBM to investigate whether changes in N-acetylaspartate (NAA)/Choline (Cho) and Lactate (Lac)/NAA from baseline to subsequent time points after treatment can predict early failures to bevacizumab-based therapies. RESULTS: After stratifying based on 9-month survival, longer-term survivors had increased NAA/Cho and decreased Lac/NAA levels compared to shorter-term survivors. ROC analyses for intratumoral NAA/Cho correlated with survival at 1 day, 2 weeks, 8 weeks, and 16 weeks. Intratumoral Lac/NAA ROC analyses were predictive of survival at all time points tested. At the 8-week time point, 88% of patients with decreased NAA/Cho did not survive 9 months; furthermore, 90% of individuals with an increased Lac/NAA from baseline did not survive at 9 months. No other metabolic ratios tested significantly predicted survival. CONCLUSIONS: Changes in metabolic levels of tumoral NAA/Cho and Lac/NAA can serve as early biomarkers for predicting treatment failure to anti-angiogenic therapy as soon as 1 day after bevacizumab-based therapy. The addition of MRS to conventional MR methods can provide better insight into how anti-angiogenic therapy affects tumor microenvironment and predict patient outcomes. |
format | Online Article Text |
id | pubmed-8193903 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-81939032021-06-14 MR spectroscopic imaging predicts early response to anti-angiogenic therapy in recurrent glioblastoma Talati, Pratik El-Abtah, Mohamed Kim, Daniel Dietrich, Jorg Fu, Melanie Wenke, Michael He, Julian Natheir, Sharif N Vangel, Mark Rapalino, Otto Vaynrub, Anna Arrillaga-Romany, Isabel Forst, Deborah A Yen, Yi-Fen Andronesi, Ovidiu Kalpathy-Cramer, Jayashree Rosen, Bruce Batchelor, Tracy T Gonzalez, R Gilberto Gerstner, Elizabeth R Ratai, Eva-Maria Neurooncol Adv Clinical Investigations BACKGROUND: Determining failure to anti-angiogenic therapy in recurrent glioblastoma (GBM) (rGBM) remains a challenge. The purpose of the study was to assess treatment response to bevacizumab-based therapy in patients with rGBM using MR spectroscopy (MRS). METHODS: We performed longitudinal MRI/MRS in 33 patients with rGBM to investigate whether changes in N-acetylaspartate (NAA)/Choline (Cho) and Lactate (Lac)/NAA from baseline to subsequent time points after treatment can predict early failures to bevacizumab-based therapies. RESULTS: After stratifying based on 9-month survival, longer-term survivors had increased NAA/Cho and decreased Lac/NAA levels compared to shorter-term survivors. ROC analyses for intratumoral NAA/Cho correlated with survival at 1 day, 2 weeks, 8 weeks, and 16 weeks. Intratumoral Lac/NAA ROC analyses were predictive of survival at all time points tested. At the 8-week time point, 88% of patients with decreased NAA/Cho did not survive 9 months; furthermore, 90% of individuals with an increased Lac/NAA from baseline did not survive at 9 months. No other metabolic ratios tested significantly predicted survival. CONCLUSIONS: Changes in metabolic levels of tumoral NAA/Cho and Lac/NAA can serve as early biomarkers for predicting treatment failure to anti-angiogenic therapy as soon as 1 day after bevacizumab-based therapy. The addition of MRS to conventional MR methods can provide better insight into how anti-angiogenic therapy affects tumor microenvironment and predict patient outcomes. Oxford University Press 2021-04-15 /pmc/articles/PMC8193903/ /pubmed/34131648 http://dx.doi.org/10.1093/noajnl/vdab060 Text en © The Author(s) 2021. Published by Oxford University Press, the Society for Neuro-Oncology and the European Association of Neuro-Oncology. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Clinical Investigations Talati, Pratik El-Abtah, Mohamed Kim, Daniel Dietrich, Jorg Fu, Melanie Wenke, Michael He, Julian Natheir, Sharif N Vangel, Mark Rapalino, Otto Vaynrub, Anna Arrillaga-Romany, Isabel Forst, Deborah A Yen, Yi-Fen Andronesi, Ovidiu Kalpathy-Cramer, Jayashree Rosen, Bruce Batchelor, Tracy T Gonzalez, R Gilberto Gerstner, Elizabeth R Ratai, Eva-Maria MR spectroscopic imaging predicts early response to anti-angiogenic therapy in recurrent glioblastoma |
title | MR spectroscopic imaging predicts early response to anti-angiogenic therapy in recurrent glioblastoma |
title_full | MR spectroscopic imaging predicts early response to anti-angiogenic therapy in recurrent glioblastoma |
title_fullStr | MR spectroscopic imaging predicts early response to anti-angiogenic therapy in recurrent glioblastoma |
title_full_unstemmed | MR spectroscopic imaging predicts early response to anti-angiogenic therapy in recurrent glioblastoma |
title_short | MR spectroscopic imaging predicts early response to anti-angiogenic therapy in recurrent glioblastoma |
title_sort | mr spectroscopic imaging predicts early response to anti-angiogenic therapy in recurrent glioblastoma |
topic | Clinical Investigations |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8193903/ https://www.ncbi.nlm.nih.gov/pubmed/34131648 http://dx.doi.org/10.1093/noajnl/vdab060 |
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