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Assessment of stereotactic radiosurgery treatment response for brain metastases using MRI based diffusion index

INTRODUCTION: To investigate the clinical predictive values of the apparent diffusion coefficient (ADC) as a biomarker in radiation response of brain metastases. METHOD: Forty-one patients with brain metastases treated with stereotactic radiosurgery (SRS) were imaged at baseline, one month post SRS,...

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Autores principales: Chen, Zengai, Zu, Jinyan, li, Lei, Lu, Xiaojie, Ni, Jianming, Xu, Jianrong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5506876/
https://www.ncbi.nlm.nih.gov/pubmed/28725661
http://dx.doi.org/10.1016/j.ejro.2017.06.002
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author Chen, Zengai
Zu, Jinyan
li, Lei
Lu, Xiaojie
Ni, Jianming
Xu, Jianrong
author_facet Chen, Zengai
Zu, Jinyan
li, Lei
Lu, Xiaojie
Ni, Jianming
Xu, Jianrong
author_sort Chen, Zengai
collection PubMed
description INTRODUCTION: To investigate the clinical predictive values of the apparent diffusion coefficient (ADC) as a biomarker in radiation response of brain metastases. METHOD: Forty-one patients with brain metastases treated with stereotactic radiosurgery (SRS) were imaged at baseline, one month post SRS, and six months post SRS using diffusion weighted MRI. The mean of ADC for metastases and tumor volume was calculated. A diffusion index (DI) was generated using the sum of 1/ADC among all the voxels in a tumor. Tumor response status was determined by lesion volume measured at six month post-SRS, or the last available follow-up MRI. Logistic regression analysis was used to account for factors associated with tumor response at baseline and one month post SRS. RESULTS: A higher ADC mean distinguished responders from non-responders only at six month post SRS (p < 0.05). However, a lower DI distinguished a responder from non-responders on the baseline, one month post SRS and six months post SRS, indicating better diagnostic performance of the DI with regard to a non-invasive biomarker in monitoring SRS treatment response. A multivariate logistic regression analysis identified the DI as a predictor of tumor response at baseline and one month post SRS (p = 0.002 and p = 0.001, respectively). However, logistic regression analysis identified the ADC mean as a predictor of tumor response only at six months post SRS (p = 0.019). CONCLUSION: Our results support the hypothesis that ADC and tumor volume generated DT at baseline, one month and six months post SRS may be a promising biomarker predicting brain metastases’ response. Specifically, a lower DI at baseline and one month distinguished responders from non-responders.
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spelling pubmed-55068762017-07-19 Assessment of stereotactic radiosurgery treatment response for brain metastases using MRI based diffusion index Chen, Zengai Zu, Jinyan li, Lei Lu, Xiaojie Ni, Jianming Xu, Jianrong Eur J Radiol Open Article INTRODUCTION: To investigate the clinical predictive values of the apparent diffusion coefficient (ADC) as a biomarker in radiation response of brain metastases. METHOD: Forty-one patients with brain metastases treated with stereotactic radiosurgery (SRS) were imaged at baseline, one month post SRS, and six months post SRS using diffusion weighted MRI. The mean of ADC for metastases and tumor volume was calculated. A diffusion index (DI) was generated using the sum of 1/ADC among all the voxels in a tumor. Tumor response status was determined by lesion volume measured at six month post-SRS, or the last available follow-up MRI. Logistic regression analysis was used to account for factors associated with tumor response at baseline and one month post SRS. RESULTS: A higher ADC mean distinguished responders from non-responders only at six month post SRS (p < 0.05). However, a lower DI distinguished a responder from non-responders on the baseline, one month post SRS and six months post SRS, indicating better diagnostic performance of the DI with regard to a non-invasive biomarker in monitoring SRS treatment response. A multivariate logistic regression analysis identified the DI as a predictor of tumor response at baseline and one month post SRS (p = 0.002 and p = 0.001, respectively). However, logistic regression analysis identified the ADC mean as a predictor of tumor response only at six months post SRS (p = 0.019). CONCLUSION: Our results support the hypothesis that ADC and tumor volume generated DT at baseline, one month and six months post SRS may be a promising biomarker predicting brain metastases’ response. Specifically, a lower DI at baseline and one month distinguished responders from non-responders. Elsevier 2017-07-10 /pmc/articles/PMC5506876/ /pubmed/28725661 http://dx.doi.org/10.1016/j.ejro.2017.06.002 Text en © 2017 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Chen, Zengai
Zu, Jinyan
li, Lei
Lu, Xiaojie
Ni, Jianming
Xu, Jianrong
Assessment of stereotactic radiosurgery treatment response for brain metastases using MRI based diffusion index
title Assessment of stereotactic radiosurgery treatment response for brain metastases using MRI based diffusion index
title_full Assessment of stereotactic radiosurgery treatment response for brain metastases using MRI based diffusion index
title_fullStr Assessment of stereotactic radiosurgery treatment response for brain metastases using MRI based diffusion index
title_full_unstemmed Assessment of stereotactic radiosurgery treatment response for brain metastases using MRI based diffusion index
title_short Assessment of stereotactic radiosurgery treatment response for brain metastases using MRI based diffusion index
title_sort assessment of stereotactic radiosurgery treatment response for brain metastases using mri based diffusion index
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5506876/
https://www.ncbi.nlm.nih.gov/pubmed/28725661
http://dx.doi.org/10.1016/j.ejro.2017.06.002
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