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Research ArticleBrain
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Comparison of Multiple Parameters Obtained on 3T Pulsed Arterial Spin-Labeling, Diffusion Tensor Imaging, and MRS and the Ki-67 Labeling Index in Evaluating Glioma Grading

H. Fudaba, T. Shimomura, T. Abe, H. Matsuta, Y. Momii, K. Sugita, H. Ooba, T. Kamida, T. Hikawa and M. Fujiki
American Journal of Neuroradiology November 2014, 35 (11) 2091-2098; DOI: https://doi.org/10.3174/ajnr.A4018
H. Fudaba
aFrom the Department of Neurosurgery, Oita University Faculty of Medicine, Oita, Japan.
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T. Shimomura
aFrom the Department of Neurosurgery, Oita University Faculty of Medicine, Oita, Japan.
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T. Abe
aFrom the Department of Neurosurgery, Oita University Faculty of Medicine, Oita, Japan.
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H. Matsuta
aFrom the Department of Neurosurgery, Oita University Faculty of Medicine, Oita, Japan.
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Y. Momii
aFrom the Department of Neurosurgery, Oita University Faculty of Medicine, Oita, Japan.
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K. Sugita
aFrom the Department of Neurosurgery, Oita University Faculty of Medicine, Oita, Japan.
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H. Ooba
aFrom the Department of Neurosurgery, Oita University Faculty of Medicine, Oita, Japan.
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T. Kamida
aFrom the Department of Neurosurgery, Oita University Faculty of Medicine, Oita, Japan.
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T. Hikawa
aFrom the Department of Neurosurgery, Oita University Faculty of Medicine, Oita, Japan.
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M. Fujiki
aFrom the Department of Neurosurgery, Oita University Faculty of Medicine, Oita, Japan.
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Abstract

BACKGROUND AND PURPOSE: Pulsed arterial spin-labeling, DTI, and MR spectroscopy provide useful data for tumor evaluation. We evaluated multiple parameters by using these pulse sequences and the Ki-67 labeling index in newly diagnosed supratentorial gliomas.

MATERIALS AND METHODS: All 32 patients, with grade II (3 each of diffuse astrocytoma, oligodendroglioma, and oligoastrocytoma), grade III (3 anaplastic astrocytomas, 4 anaplastic oligodendrogliomas, and 1 anaplastic oligoastrocytoma), and grade IV (14 glioblastomas and 1 glioblastoma with an oligodendroglioma component) cases underwent pulsed arterial spin-labeling, DTI, and MR spectroscopy studies by using 3T MR imaging. The following variables were used to compare the tumors: relative cerebral blood flow, fractional anisotropy; ADC tumor/normal ratios; and the Cho/Cr, NAA/Cho, NAA/Cr, and lactate/Cr ratios. A logistic regression and receiver operating characteristic analysis were used to assess parameters with a high sensitivity and specificity to identify the threshold values for separate grading. We compared the Ki-67 index with various MR imaging parameters in tumor specimens.

RESULTS: Significant correlations were observed between the Ki-67 index and the mean, maximum, and minimum ADC, Cho/Cr, and lactate/Cr ratios. The receiver operating characteristic analysis showed that the combination of the minimum ADC and Cho/Cr ratios could differentiate low-grade and high-grade gliomas, with a sensitivity and specificity of 87.0% and 88.9%, respectively. The mean and maximum relative cerebral blood flow ratios were used to classify glioblastomas from other-grade astrocytomas, with a sensitivity and specificity of 92.9% and 83.3%, respectively.

CONCLUSIONS: Our findings indicate that pulsed arterial spin-labeling, DTI, and MR spectroscopy are useful for predicting glioma grade. Additionally, the parameters obtained on DTI and MR spectroscopy closely correlated with the proliferative potential of gliomas.

ABBREVIATIONS:

ASL
arterial spin-labeling
C1 error
average observed sensitivity and specificity
C2 error
observed number of instances of tumor-grade misclassification
FA
fractional anisotropy
Lac
lactate
NPV
negative predictive value
PASL
pulsed arterial spin-labeling
PPV
positive predictive value
rCBF
relative cerebral blood flow
ROC
receiver operating characteristic
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American Journal of Neuroradiology: 35 (11)
American Journal of Neuroradiology
Vol. 35, Issue 11
1 Nov 2014
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H. Fudaba, T. Shimomura, T. Abe, H. Matsuta, Y. Momii, K. Sugita, H. Ooba, T. Kamida, T. Hikawa, M. Fujiki
Comparison of Multiple Parameters Obtained on 3T Pulsed Arterial Spin-Labeling, Diffusion Tensor Imaging, and MRS and the Ki-67 Labeling Index in Evaluating Glioma Grading
American Journal of Neuroradiology Nov 2014, 35 (11) 2091-2098; DOI: 10.3174/ajnr.A4018

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Comparison of Multiple Parameters Obtained on 3T Pulsed Arterial Spin-Labeling, Diffusion Tensor Imaging, and MRS and the Ki-67 Labeling Index in Evaluating Glioma Grading
H. Fudaba, T. Shimomura, T. Abe, H. Matsuta, Y. Momii, K. Sugita, H. Ooba, T. Kamida, T. Hikawa, M. Fujiki
American Journal of Neuroradiology Nov 2014, 35 (11) 2091-2098; DOI: 10.3174/ajnr.A4018
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