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Metabolic profiling of human brain metastases using in vivo proton MR spectroscopy at 3T
BACKGROUND: Metastases to the central nervous system from different primary cancers are an oncologic challenge as the overall prognosis for these patients is generally poor. The incidence of brain metastases varies with type of primary cancer and is probably increasing due to improved therapies of e...
Autores principales: | , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
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BioMed Central
2007
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1963335/ https://www.ncbi.nlm.nih.gov/pubmed/17662122 http://dx.doi.org/10.1186/1471-2407-7-141 |
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author | Sjøbakk, Torill E Johansen, Roar Bathen, Tone F Sonnewald, Ursula Kvistad, Kjell A Lundgren, Steinar Gribbestad, Ingrid S |
author_facet | Sjøbakk, Torill E Johansen, Roar Bathen, Tone F Sonnewald, Ursula Kvistad, Kjell A Lundgren, Steinar Gribbestad, Ingrid S |
author_sort | Sjøbakk, Torill E |
collection | PubMed |
description | BACKGROUND: Metastases to the central nervous system from different primary cancers are an oncologic challenge as the overall prognosis for these patients is generally poor. The incidence of brain metastases varies with type of primary cancer and is probably increasing due to improved therapies of extracranial metastases prolonging patient's overall survival and thereby time for brain metastases to develop. In addition, the greater access to improved neuroimaging techniques can provide earlier diagnosis. The aim of this study was to investigate the feasibility of using proton magnetic resonance spectroscopy (MRS) and multivariate analyses to characterize brain metastases originating from different primary cancers, to assess changes in spectra during radiation treatment and to correlate the spectra to clinical outcome after treatment. METHODS: Patients (n = 26) with brain metastases were examined using single voxel MRS at a 3T clinical MR system. Five patients were excluded due to poor spectral quality. The spectra were obtained before start (n = 21 patients), immediately after (n = 6 patients) and two months after end of treatment (n = 4 patients). Principal component analysis (PCA) and partial least square regression analysis (PLS) were applied in order to identify clustering of spectra due to origin of metastases and to relate clinical outcome (survival) of the patients to spectral data from the first MR examination. RESULTS: The PCA results indicated that brain metastases from primary lung and breast cancer were separated into two clusters, while the metastases from malignant melanomas showed no uniformity. The PLS analysis showed a significant correlation between MR spectral data and survival five months after MRS before start of treatment. CONCLUSION: MRS determined metabolic profiles analysed by PCA and PLS might give valuable clinical information when planning and evaluating the treatment of brain metastases, and also when deciding to terminate further therapies. |
format | Text |
id | pubmed-1963335 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2007 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-19633352007-09-01 Metabolic profiling of human brain metastases using in vivo proton MR spectroscopy at 3T Sjøbakk, Torill E Johansen, Roar Bathen, Tone F Sonnewald, Ursula Kvistad, Kjell A Lundgren, Steinar Gribbestad, Ingrid S BMC Cancer Research Article BACKGROUND: Metastases to the central nervous system from different primary cancers are an oncologic challenge as the overall prognosis for these patients is generally poor. The incidence of brain metastases varies with type of primary cancer and is probably increasing due to improved therapies of extracranial metastases prolonging patient's overall survival and thereby time for brain metastases to develop. In addition, the greater access to improved neuroimaging techniques can provide earlier diagnosis. The aim of this study was to investigate the feasibility of using proton magnetic resonance spectroscopy (MRS) and multivariate analyses to characterize brain metastases originating from different primary cancers, to assess changes in spectra during radiation treatment and to correlate the spectra to clinical outcome after treatment. METHODS: Patients (n = 26) with brain metastases were examined using single voxel MRS at a 3T clinical MR system. Five patients were excluded due to poor spectral quality. The spectra were obtained before start (n = 21 patients), immediately after (n = 6 patients) and two months after end of treatment (n = 4 patients). Principal component analysis (PCA) and partial least square regression analysis (PLS) were applied in order to identify clustering of spectra due to origin of metastases and to relate clinical outcome (survival) of the patients to spectral data from the first MR examination. RESULTS: The PCA results indicated that brain metastases from primary lung and breast cancer were separated into two clusters, while the metastases from malignant melanomas showed no uniformity. The PLS analysis showed a significant correlation between MR spectral data and survival five months after MRS before start of treatment. CONCLUSION: MRS determined metabolic profiles analysed by PCA and PLS might give valuable clinical information when planning and evaluating the treatment of brain metastases, and also when deciding to terminate further therapies. BioMed Central 2007-07-27 /pmc/articles/PMC1963335/ /pubmed/17662122 http://dx.doi.org/10.1186/1471-2407-7-141 Text en Copyright © 2007 Sjøbakk et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Sjøbakk, Torill E Johansen, Roar Bathen, Tone F Sonnewald, Ursula Kvistad, Kjell A Lundgren, Steinar Gribbestad, Ingrid S Metabolic profiling of human brain metastases using in vivo proton MR spectroscopy at 3T |
title | Metabolic profiling of human brain metastases using in vivo proton MR spectroscopy at 3T |
title_full | Metabolic profiling of human brain metastases using in vivo proton MR spectroscopy at 3T |
title_fullStr | Metabolic profiling of human brain metastases using in vivo proton MR spectroscopy at 3T |
title_full_unstemmed | Metabolic profiling of human brain metastases using in vivo proton MR spectroscopy at 3T |
title_short | Metabolic profiling of human brain metastases using in vivo proton MR spectroscopy at 3T |
title_sort | metabolic profiling of human brain metastases using in vivo proton mr spectroscopy at 3t |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1963335/ https://www.ncbi.nlm.nih.gov/pubmed/17662122 http://dx.doi.org/10.1186/1471-2407-7-141 |
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