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Research ArticleAdult Brain
Open Access

Amide Proton Transfer Imaging Allows Detection of Glioma Grades and Tumor Proliferation: Comparison with Ki-67 Expression and Proton MR Spectroscopy Imaging

C. Su, C. Liu, L. Zhao, J. Jiang, J. Zhang, S. Li, W. Zhu and J. Wang
American Journal of Neuroradiology September 2017, 38 (9) 1702-1709; DOI: https://doi.org/10.3174/ajnr.A5301
C. Su
aFrom the Department of Radiology (C.S., C.L., L.Z., J.J., J.Z., S.L., W.Z.), Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Hankou, Wuhan, People's Republic of China
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C. Liu
aFrom the Department of Radiology (C.S., C.L., L.Z., J.J., J.Z., S.L., W.Z.), Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Hankou, Wuhan, People's Republic of China
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L. Zhao
aFrom the Department of Radiology (C.S., C.L., L.Z., J.J., J.Z., S.L., W.Z.), Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Hankou, Wuhan, People's Republic of China
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J. Jiang
aFrom the Department of Radiology (C.S., C.L., L.Z., J.J., J.Z., S.L., W.Z.), Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Hankou, Wuhan, People's Republic of China
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J. Zhang
aFrom the Department of Radiology (C.S., C.L., L.Z., J.J., J.Z., S.L., W.Z.), Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Hankou, Wuhan, People's Republic of China
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S. Li
aFrom the Department of Radiology (C.S., C.L., L.Z., J.J., J.Z., S.L., W.Z.), Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Hankou, Wuhan, People's Republic of China
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W. Zhu
aFrom the Department of Radiology (C.S., C.L., L.Z., J.J., J.Z., S.L., W.Z.), Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Hankou, Wuhan, People's Republic of China
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J. Wang
bDepartment of Radiation Physics (J.W.), The University of Texas MD Anderson Cancer Center, Houston, Texas.
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    Fig 1.

    A, Intraclass agreement for the 2 readers who evaluated the MTRasym(3.5ppm) of the solid parts of tumors in 42 patients was excellent, with an intraclass correlation coefficient of 0.94 (95% CI, 0.89–0.96). B, Bland-Altman analysis of the difference in MTRasym(3.5ppm) by the 2 readers also showed excellent concordance. C, MTRasym(3.5ppm) values were higher for high-grade gliomas than for low-grade gliomas (P = .0016, Student t test). D, The correlation between MTRasym(3.5ppm) and tumor grade was moderate (Pearson r = 0.506; P = .0006). E, The correlation between the Ki-67 staining index and the APT MTRasym(3.5ppm) was also moderate (Pearson r = 0.502; P = .002).

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    Fig 2.

    Top row, left to right: Transverse T2-FLAIR MR image (left), postgadolinium T1-weighted MR image, APT image, and the location of MR spectroscopy voxel of a 45-year-old woman with diffuse astrocytoma (grade II). Bottom row, left to right: MRSI indicating peaks for choline (Cho), creatine (Cr) and N-acetylaspartate (NAA); Ki-67 immunohistochemical stain for the same patient. The MTRasym(3.5ppm) value for this patient was 2.83%; the choline peak was slightly increased and the NAA peak slightly decreased; and the Ki-67 labeling index was 5%.

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    Fig 3.

    Top row, left to right: T2 FSE MR image, postgadolinium T1-weighted MR image, APT image, and the location of MR spectroscopy voxel of a 46-year-old woman with anaplastic oligodendroma (grade III). Bottom row, left to right: MRSI indicating peaks for choline (Cho) and N-acetylaspartate (NAA), and Ki-67 immunohistochemical staining for the same patient. The MTRasym(3.5ppm) value for this patient was 4.39%; the choline peak was obviously increased and the NAA peak obviously decreased; and the Ki-67 labeling index was 30%.

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    Fig 4.

    The voxel-to-voxel correlational analyses of MTRasym(3.5ppm) with choline (Cho), N-acetylaspartate (NAA), and Cho/NAA ratio in patients with glioma. A, For all patients (regardless of glioma grade), MTRasym(3.5ppm) showed mildly positive correlations with Cho (r = 0.43, P = .009) and the Cho/NAA ratio (r = 0.42, P = .01) and a slightly stronger negative correlation with NAA (r = −0.45, P = .005). B, Subgroup analyses of low-grade gliomas revealed that MTRasym(3.5ppm) correlated with Cho (r = 0.442, P = .031), NAA (r = −0.474, P = .019), and the Cho/NAA ratio (r = 0.448, P = .028). C, Subgroup analyses of high-grade gliomas revealed a similar pattern of correlation, though the absolute values of the correlation coefficients were higher for the high-grade tumors (Cho: r = 0.547, P = .053; NAA: r = −0.644, P = .017; Cho/NAA: r = 0.583, P = .036).

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    Table 1:

    Patient characteristics in the 2 correlational analyses

    CharacteristicsValue or No. of Patients (%)
    MTRasym(3.5ppm) vs Ki-67MTRasym(3.5ppm) vs MR Spectroscopy
    Low-Grade Glioma (n = 28)High-Grade Glioma (n = 14)P ValueLow-Grade Glioma (n = 23)High-Grade Glioma (n = 13)P Value
    Age, ya44.00 ± 2.8144.64 ± 3.70.8942.96 ± 3.0443.31 ± 3.73.94
    Sex, no. (%).82.97
        Male19 (68)9 (64)14 (61)8 (57)
        Female9 (32)5 (36)9 (39)5 (43)
    Tumor grade, no. (%)b
        II28 (100)023 (100)0
        III06 (43)06 (46)
        IV08 (57)07 (54)
    • ↵a Mean ± standard deviation.

    • ↵b Confirmed on histopathologic examination.

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    Table 2:

    Independent t test and receiver operating characteristic curve analysis of low-/high-grade glioma

    MTRasym(3.5ppm)Low-Grade Gliomas (n = 28)High-Grade Gliomas (n = 14)P ValueArea Under the CurveaOptimal Threshold (%)Sensitivity (%)Specificity (%)
    Reader 12.65% ± 0.203.74% ± 0.17.001.813 (.675, .95)3.1192.971.4
    Reader 22.63% ± 0.183.47% ± 0.16.004.770 (.623, .918)2.8592.971.4
    Mean MTRasym(3.5ppm)2.64% ± 0.183.61% ± 0.155.002.791 (.650, .931)2.9392.971.4
    Mean Ki-67 labeling index4.98% ± 1.02 (n = 24)24.15% ± 5.04 (n = 13).003.867 (.702, 1.00)6.584.683.3
    • ↵a Data in parentheses are 95% CIs.

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C. Su, C. Liu, L. Zhao, J. Jiang, J. Zhang, S. Li, W. Zhu, J. Wang
Amide Proton Transfer Imaging Allows Detection of Glioma Grades and Tumor Proliferation: Comparison with Ki-67 Expression and Proton MR Spectroscopy Imaging
American Journal of Neuroradiology Sep 2017, 38 (9) 1702-1709; DOI: 10.3174/ajnr.A5301

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Amide Proton Transfer Imaging Allows Detection of Glioma Grades and Tumor Proliferation: Comparison with Ki-67 Expression and Proton MR Spectroscopy Imaging
C. Su, C. Liu, L. Zhao, J. Jiang, J. Zhang, S. Li, W. Zhu, J. Wang
American Journal of Neuroradiology Sep 2017, 38 (9) 1702-1709; DOI: 10.3174/ajnr.A5301
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