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Gliomas: Application of Cumulative Histogram Analysis of Normalized Cerebral Blood Volume on 3 T MRI to Tumor Grading

BACKGROUND: Glioma grading assumes significant importance in that low- and high-grade gliomas display different prognoses and are treated with dissimilar therapeutic strategies. The objective of our study was to retrospectively assess the usefulness of a cumulative normalized cerebral blood volume (...

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Autores principales: Kim, Hyungjin, Choi, Seung Hong, Kim, Ji-Hoon, Ryoo, Inseon, Kim, Soo Chin, Yeom, Jeong A., Shin, Hwaseon, Jung, Seung Chai, Lee, A. Leum, Yun, Tae Jin, Park, Chul-Kee, Sohn, Chul-Ho, Park, Sung-Hye
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3660395/
https://www.ncbi.nlm.nih.gov/pubmed/23704910
http://dx.doi.org/10.1371/journal.pone.0063462
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author Kim, Hyungjin
Choi, Seung Hong
Kim, Ji-Hoon
Ryoo, Inseon
Kim, Soo Chin
Yeom, Jeong A.
Shin, Hwaseon
Jung, Seung Chai
Lee, A. Leum
Yun, Tae Jin
Park, Chul-Kee
Sohn, Chul-Ho
Park, Sung-Hye
author_facet Kim, Hyungjin
Choi, Seung Hong
Kim, Ji-Hoon
Ryoo, Inseon
Kim, Soo Chin
Yeom, Jeong A.
Shin, Hwaseon
Jung, Seung Chai
Lee, A. Leum
Yun, Tae Jin
Park, Chul-Kee
Sohn, Chul-Ho
Park, Sung-Hye
author_sort Kim, Hyungjin
collection PubMed
description BACKGROUND: Glioma grading assumes significant importance in that low- and high-grade gliomas display different prognoses and are treated with dissimilar therapeutic strategies. The objective of our study was to retrospectively assess the usefulness of a cumulative normalized cerebral blood volume (nCBV) histogram for glioma grading based on 3 T MRI. METHODS: From February 2010 to April 2012, 63 patients with astrocytic tumors underwent 3 T MRI with dynamic susceptibility contrast perfusion-weighted imaging. Regions of interest containing the entire tumor volume were drawn on every section of the co-registered relative CBV (rCBV) maps and T2-weighted images. The percentile values from the cumulative nCBV histograms and the other histogram parameters were correlated with tumor grades. Cochran’s Q test and the McNemar test were used to compare the diagnostic accuracies of the histogram parameters after the receiver operating characteristic curve analysis. Using the parameter offering the highest diagnostic accuracy, a validation process was performed with an independent test set of nine patients. RESULTS: The 99th percentile of the cumulative nCBV histogram (nCBV C99), mean and peak height differed significantly between low- and high-grade gliomas (P = <0.001, 0.014 and <0.001, respectively) and between grade III and IV gliomas (P = <0.001, 0.001 and <0.001, respectively). The diagnostic accuracy of nCBV C99 was significantly higher than that of the mean nCBV (P = 0.016) in distinguishing high- from low-grade gliomas and was comparable to that of the peak height (P = 1.000). Validation using the two cutoff values of nCBV C99 achieved a diagnostic accuracy of 66.7% (6/9) for the separation of all three glioma grades. CONCLUSION: Cumulative histogram analysis of nCBV using 3 T MRI can be a useful method for preoperative glioma grading. The nCBV C99 value is helpful in distinguishing high- from low-grade gliomas and grade IV from III gliomas.
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spelling pubmed-36603952013-05-23 Gliomas: Application of Cumulative Histogram Analysis of Normalized Cerebral Blood Volume on 3 T MRI to Tumor Grading Kim, Hyungjin Choi, Seung Hong Kim, Ji-Hoon Ryoo, Inseon Kim, Soo Chin Yeom, Jeong A. Shin, Hwaseon Jung, Seung Chai Lee, A. Leum Yun, Tae Jin Park, Chul-Kee Sohn, Chul-Ho Park, Sung-Hye PLoS One Research Article BACKGROUND: Glioma grading assumes significant importance in that low- and high-grade gliomas display different prognoses and are treated with dissimilar therapeutic strategies. The objective of our study was to retrospectively assess the usefulness of a cumulative normalized cerebral blood volume (nCBV) histogram for glioma grading based on 3 T MRI. METHODS: From February 2010 to April 2012, 63 patients with astrocytic tumors underwent 3 T MRI with dynamic susceptibility contrast perfusion-weighted imaging. Regions of interest containing the entire tumor volume were drawn on every section of the co-registered relative CBV (rCBV) maps and T2-weighted images. The percentile values from the cumulative nCBV histograms and the other histogram parameters were correlated with tumor grades. Cochran’s Q test and the McNemar test were used to compare the diagnostic accuracies of the histogram parameters after the receiver operating characteristic curve analysis. Using the parameter offering the highest diagnostic accuracy, a validation process was performed with an independent test set of nine patients. RESULTS: The 99th percentile of the cumulative nCBV histogram (nCBV C99), mean and peak height differed significantly between low- and high-grade gliomas (P = <0.001, 0.014 and <0.001, respectively) and between grade III and IV gliomas (P = <0.001, 0.001 and <0.001, respectively). The diagnostic accuracy of nCBV C99 was significantly higher than that of the mean nCBV (P = 0.016) in distinguishing high- from low-grade gliomas and was comparable to that of the peak height (P = 1.000). Validation using the two cutoff values of nCBV C99 achieved a diagnostic accuracy of 66.7% (6/9) for the separation of all three glioma grades. CONCLUSION: Cumulative histogram analysis of nCBV using 3 T MRI can be a useful method for preoperative glioma grading. The nCBV C99 value is helpful in distinguishing high- from low-grade gliomas and grade IV from III gliomas. Public Library of Science 2013-05-21 /pmc/articles/PMC3660395/ /pubmed/23704910 http://dx.doi.org/10.1371/journal.pone.0063462 Text en © 2013 Kim et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Kim, Hyungjin
Choi, Seung Hong
Kim, Ji-Hoon
Ryoo, Inseon
Kim, Soo Chin
Yeom, Jeong A.
Shin, Hwaseon
Jung, Seung Chai
Lee, A. Leum
Yun, Tae Jin
Park, Chul-Kee
Sohn, Chul-Ho
Park, Sung-Hye
Gliomas: Application of Cumulative Histogram Analysis of Normalized Cerebral Blood Volume on 3 T MRI to Tumor Grading
title Gliomas: Application of Cumulative Histogram Analysis of Normalized Cerebral Blood Volume on 3 T MRI to Tumor Grading
title_full Gliomas: Application of Cumulative Histogram Analysis of Normalized Cerebral Blood Volume on 3 T MRI to Tumor Grading
title_fullStr Gliomas: Application of Cumulative Histogram Analysis of Normalized Cerebral Blood Volume on 3 T MRI to Tumor Grading
title_full_unstemmed Gliomas: Application of Cumulative Histogram Analysis of Normalized Cerebral Blood Volume on 3 T MRI to Tumor Grading
title_short Gliomas: Application of Cumulative Histogram Analysis of Normalized Cerebral Blood Volume on 3 T MRI to Tumor Grading
title_sort gliomas: application of cumulative histogram analysis of normalized cerebral blood volume on 3 t mri to tumor grading
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3660395/
https://www.ncbi.nlm.nih.gov/pubmed/23704910
http://dx.doi.org/10.1371/journal.pone.0063462
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