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Research ArticleADULT BRAIN
Open Access

Differentiating Tumor Progression from Pseudoprogression in Patients with Glioblastomas Using Diffusion Tensor Imaging and Dynamic Susceptibility Contrast MRI

S. Wang, M. Martinez-Lage, Y. Sakai, S. Chawla, S.G. Kim, M. Alonso-Basanta, R.A. Lustig, S. Brem, S. Mohan, R.L. Wolf, A. Desai and H. Poptani
American Journal of Neuroradiology January 2016, 37 (1) 28-36; DOI: https://doi.org/10.3174/ajnr.A4474
S. Wang
aFrom the Departments of Radiology (S.W., Y.S., S.M., R.L.W., H.P.)
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M. Martinez-Lage
bDivision of Neuroradiology, Pathology and Laboratory Medicine (M.M.-L.)
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Y. Sakai
aFrom the Departments of Radiology (S.W., Y.S., S.M., R.L.W., H.P.)
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S. Chawla
fDepartment of Radiology (S.C., S.G.K.), Center for Biomedical Imaging, New York University School of Medicine, New York, New York.
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S.G. Kim
fDepartment of Radiology (S.C., S.G.K.), Center for Biomedical Imaging, New York University School of Medicine, New York, New York.
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M. Alonso-Basanta
cRadiation Oncology (M.A.-B., R.A.L.,)
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R.A. Lustig
cRadiation Oncology (M.A.-B., R.A.L.,)
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S. Brem
dNeurosurgery (S.B.)
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S. Mohan
aFrom the Departments of Radiology (S.W., Y.S., S.M., R.L.W., H.P.)
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R.L. Wolf
aFrom the Departments of Radiology (S.W., Y.S., S.M., R.L.W., H.P.)
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A. Desai
eHematology-Oncology (A.D.), Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
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H. Poptani
aFrom the Departments of Radiology (S.W., Y.S., S.M., R.L.W., H.P.)
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Abstract

BACKGROUND AND PURPOSE: Early assessment of treatment response is critical in patients with glioblastomas. A combination of DTI and DSC perfusion imaging parameters was evaluated to distinguish glioblastomas with true progression from mixed response and pseudoprogression.

MATERIALS AND METHODS: Forty-one patients with glioblastomas exhibiting enhancing lesions within 6 months after completion of chemoradiation therapy were retrospectively studied. All patients underwent surgery after MR imaging and were histologically classified as having true progression (>75% tumor), mixed response (25%–75% tumor), or pseudoprogression (<25% tumor). Mean diffusivity, fractional anisotropy, linear anisotropy coefficient, planar anisotropy coefficient, spheric anisotropy coefficient, and maximum relative cerebral blood volume values were measured from the enhancing tissue. A multivariate logistic regression analysis was used to determine the best model for classification of true progression from mixed response or pseudoprogression.

RESULTS: Significantly elevated maximum relative cerebral blood volume, fractional anisotropy, linear anisotropy coefficient, and planar anisotropy coefficient and decreased spheric anisotropy coefficient were observed in true progression compared with pseudoprogression (P < .05). There were also significant differences in maximum relative cerebral blood volume, fractional anisotropy, planar anisotropy coefficient, and spheric anisotropy coefficient measurements between mixed response and true progression groups. The best model to distinguish true progression from non–true progression (pseudoprogression and mixed) consisted of fractional anisotropy, linear anisotropy coefficient, and maximum relative cerebral blood volume, resulting in an area under the curve of 0.905. This model also differentiated true progression from mixed response with an area under the curve of 0.901. A combination of fractional anisotropy and maximum relative cerebral blood volume differentiated pseudoprogression from nonpseudoprogression (true progression and mixed) with an area under the curve of 0.807.

CONCLUSIONS: DTI and DSC perfusion imaging can improve accuracy in assessing treatment response and may aid in individualized treatment of patients with glioblastomas.

ABBREVIATIONS:

AUC
area under the curve
CL
linear anisotropy coefficient
CP
planar anisotropy coefficient
CS
spheric anisotropy coefficient
FA
fractional anisotropy
LRM
logistic regression model
max
maximum
MD
mean diffusivity
PsP
pseudoprogression
rCBV
relative cerebral blood volume
TP
true progression
  • © 2016 by American Journal of Neuroradiology

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American Journal of Neuroradiology: 37 (1)
American Journal of Neuroradiology
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S. Wang, M. Martinez-Lage, Y. Sakai, S. Chawla, S.G. Kim, M. Alonso-Basanta, R.A. Lustig, S. Brem, S. Mohan, R.L. Wolf, A. Desai, H. Poptani
Differentiating Tumor Progression from Pseudoprogression in Patients with Glioblastomas Using Diffusion Tensor Imaging and Dynamic Susceptibility Contrast MRI
American Journal of Neuroradiology Jan 2016, 37 (1) 28-36; DOI: 10.3174/ajnr.A4474

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Differentiating Tumor Progression from Pseudoprogression in Patients with Glioblastomas Using Diffusion Tensor Imaging and Dynamic Susceptibility Contrast MRI
S. Wang, M. Martinez-Lage, Y. Sakai, S. Chawla, S.G. Kim, M. Alonso-Basanta, R.A. Lustig, S. Brem, S. Mohan, R.L. Wolf, A. Desai, H. Poptani
American Journal of Neuroradiology Jan 2016, 37 (1) 28-36; DOI: 10.3174/ajnr.A4474
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