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Research ArticleAdult Brain

Prognostic Value of Dynamic Susceptibility Contrast-Enhanced and Diffusion-Weighted MR Imaging in Patients with Glioblastomas

G. Çoban, S. Mohan, F. Kural, S. Wang, D.M. O'Rourke and H. Poptani
American Journal of Neuroradiology July 2015, 36 (7) 1247-1252; DOI: https://doi.org/10.3174/ajnr.A4284
G. Çoban
aFrom the Department of Radiology (G.Ç., F.K.), Baskent University School of Medicine, Ankara, Turkey
bDepartments of Radiology (G.Ç., S.M., F.K., S.W., H.P.)
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S. Mohan
bDepartments of Radiology (G.Ç., S.M., F.K., S.W., H.P.)
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F. Kural
aFrom the Department of Radiology (G.Ç., F.K.), Baskent University School of Medicine, Ankara, Turkey
bDepartments of Radiology (G.Ç., S.M., F.K., S.W., H.P.)
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S. Wang
bDepartments of Radiology (G.Ç., S.M., F.K., S.W., H.P.)
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D.M. O'Rourke
cNeurosurgery (D.M.O.), University of Pennsylvania, Philadelphia, Pennsylvania.
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H. Poptani
bDepartments of Radiology (G.Ç., S.M., F.K., S.W., H.P.)
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    Fig 1.

    Representative MR images and parametric maps from patients with GBM. The top row (A–D) shows images from a 66-year-old woman with GBM who survived for >58 months after gross total resection of her GBM in the left temporo-occipital lobe. Representative MR images from a 75-year-old man with a GBM in the left parietal lobe with only a 5-month survival are shown (E–H). Images of both patients demonstrate heterogeneous peripheral enhancement (A and E) and extensive surrounding FLAIR signal abnormality (B and F) on axial contrast-enhanced T1-weighted and FLAIR images, respectively. The patient with short survival has a higher CBV (G) (rCBVmax = 12.22) in comparison with the patient with long survival (C) (rCBVmax = 3.57). The MD maps from these patients (D and H) do not show any difference (6.50 × 10−4 mm2/s versus 6.80 × 10−4 mm2/s).

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    Fig 2.

    Receiver operative characteristic curves of rCBVmax (solid line) by using a rCBVmax cutoff value of 5.79. The area under the curve was 0.93. The receiver operating curve of MDmin (dotted line) by using a cutoff value of 8.35 × 10−4mm2/s demonstrated only a modest area under the curve of 0.55.

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    Fig 3.

    Kaplan-Meier curves for patients with low (<5.79, solid line) and high (≥5.79, dotted line) rCBVmax. GBMs with low rCBVmax had a median survival time of 23 ± 3.4 months, whereas GBMs with high rCBVmax had a median survival time of 5 ± 1.9 months (P < .001). Cum indicates cumulative.

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    Fig 4.

    Kaplan-Meier curves for patients with GBM with low (<0.835 × 10−3mm2/s, solid line) and high (≥0.835 × 10−3mm2/s, dotted line) MDmin. GBMs with a low MDmin have a median survival time of 14 ± 2.0 months, whereas GBMs with a high MDmin have a median survival time of 18 ± 1.4 months. There is no significant difference between the 2 groups (P > .05). Cum indicates cumulative.

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  • Average ± SD, sensitivity, specificity, PPV, and NPV of pretreatment rCBVmax and MDmin in patients with GBM demonstrating long (≥15 mo) survival and short (<15 mo) survival

    Long Survival (n = 30)Short Survival (n = 28)CutoffAUCSensitivitySpecificityPPVNPV
    Mean ± SDMean ± SD
    rCBVmax4.78 ± 1.309.90 ± 4.01a5.790.930.890.900.890.90
    MDmin (10−3mm2/s)0.80 ± 0.170.75 ± 0.150.830.550.710.470.560.64
    • Note:—NPV indicates negative predictive value; PPV, positive predictive value; AUC, area under the curve.

    • ↵a P < .01.

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American Journal of Neuroradiology: 36 (7)
American Journal of Neuroradiology
Vol. 36, Issue 7
1 Jul 2015
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G. Çoban, S. Mohan, F. Kural, S. Wang, D.M. O'Rourke, H. Poptani
Prognostic Value of Dynamic Susceptibility Contrast-Enhanced and Diffusion-Weighted MR Imaging in Patients with Glioblastomas
American Journal of Neuroradiology Jul 2015, 36 (7) 1247-1252; DOI: 10.3174/ajnr.A4284

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Prognostic Value of Dynamic Susceptibility Contrast-Enhanced and Diffusion-Weighted MR Imaging in Patients with Glioblastomas
G. Çoban, S. Mohan, F. Kural, S. Wang, D.M. O'Rourke, H. Poptani
American Journal of Neuroradiology Jul 2015, 36 (7) 1247-1252; DOI: 10.3174/ajnr.A4284
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