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Research ArticlePediatrics
Open Access

Advanced ADC Histogram, Perfusion, and Permeability Metrics Show an Association with Survival and Pseudoprogression in Newly Diagnosed Diffuse Intrinsic Pontine Glioma: A Report from the Pediatric Brain Tumor Consortium

S. Vajapeyam, D. Brown, C. Billups, Z. Patay, G. Vezina, M.S. Shiroishi, M. Law, P. Baxter, A. Onar-Thomas, J.R. Fangusaro, I.J. Dunkel and T.Y. Poussaint
American Journal of Neuroradiology April 2020, 41 (4) 718-724; DOI: https://doi.org/10.3174/ajnr.A6499
S. Vajapeyam
aFrom the Radiology (S.V., T.Y.P.), Boston Children’s Hospital and Harvard Medical School, Boston, Massachusetts
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D. Brown
bDF/HCC Tumor Imaging Metrics Core (D.B.), Massachusetts General Hospital, Boston, Massachusetts
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C. Billups
cBiostatistics (C.B., A.O.-T.)
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  • ORCID record for C. Billups
Z. Patay
dDiagnostic Imaging (Z.P.), St. Jude Children’s Research Hospital, Memphis, Tennessee
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G. Vezina
eRadiology (G.V.), Children’s National Medical Center, Washington, DC
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M.S. Shiroishi
fRadiology (M.S.S.), Keck Medical Center of USC, Los Angeles, California
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M. Law
gNeuroscience (M.L.), Monash University, Melbourne, Australia
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P. Baxter
hCancer and Hematology Center (P.B.), Texas Children’s Hospital, Houston, Texas
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A. Onar-Thomas
cBiostatistics (C.B., A.O.-T.)
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J.R. Fangusaro
iAflac Cancer and Blood Disorders Center (J.R.F.), Children’s Healthcare of Atlanta, Atlanta, Georgia
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I.J. Dunkel
jPediatrics (I.J.D.), Memorial Sloan Kettering Cancer Center, New York, New York.
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T.Y. Poussaint
aFrom the Radiology (S.V., T.Y.P.), Boston Children’s Hospital and Harvard Medical School, Boston, Massachusetts
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Abstract

BACKGROUND AND PURPOSE: Diffuse intrinsic pontine glioma is a lethal childhood brain cancer with dismal prognosis and MR imaging is the primary methodology used for diagnosis and monitoring. Our aim was to determine whether advanced diffusion, perfusion, and permeability MR imaging metrics predict survival and pseudoprogression in children with newly diagnosed diffuse intrinsic pontine glioma.

MATERIALS AND METHODS: A clinical trial using the poly (adenosine diphosphate ribose) polymerase (PARP) inhibitor veliparib concurrently with radiation therapy, followed by maintenance therapy with veliparib + temozolomide, in children with diffuse intrinsic pontine glioma was conducted by the Pediatric Brain Tumor Consortium. Standard MR imaging, DWI, dynamic contrast-enhanced perfusion, and DSC perfusion were performed at baseline and approximately every 2 months throughout treatment. ADC histogram metrics of T2-weighted FLAIR and enhancing tumor volume, dynamic contrast-enhanced permeability metrics for enhancing tumors, and tumor relative CBV from DSC perfusion MR imaging were calculated. Baseline values, post-radiation therapy changes, and longitudinal trends for all metrics were evaluated for associations with survival and pseudoprogression.

RESULTS: Fifty children were evaluable for survival analyses. Higher baseline relative CBV was associated with shorter progression-free survival (P = .02, Q = 0.089) and overall survival (P = .006, Q = 0.055). Associations of higher baseline mean transfer constant from the blood plasma into the extravascular extracellular space with shorter progression-free survival (P = .03, Q = 0.105) and overall survival (P = .03, Q = 0.102) trended toward significance. An increase in relative CBV with time was associated with shorter progression-free survival (P < .001, Q < 0.001) and overall survival (P = .004, Q = 0.043). Associations of longitudinal mean extravascular extracellular volume fraction with progression-free survival (P = .03, Q = 0.104) and overall survival (P = .03, Q = 0.105) and maximum transfer constant from the blood plasma into the extravascular extracellular space with progression-free survival (P = .03, Q = 0.102) trended toward significance. Greater increases with time were associated with worse outcomes. True radiologic progression showed greater post-radiation therapy decreases in mode_ADC_FLAIR compared with pseudoprogression (means, −268.15 versus −26.11, P = .01.)

CONCLUSIONS: ADC histogram, perfusion, and permeability MR imaging metrics in diffuse intrinsic pontine glioma are useful in predicting survival and pseudoprogression.

ABBREVIATIONS:

DCE
dynamic contrast-enhanced
DIPG
diffuse intrinsic pontine glioma
Kep
rate constant from extravascular extracellular space back into blood plasma
Ktrans
transfer constant from blood plasma into extravascular extracellular space
OS
overall survival
PBTC
Pediatric Brain Tumor Consortium
PFS
progression-free survival
rCBV
relative CBV
RT
radiation therapy
TMZ
temozolomide
ve
extravascular extracellular volume fraction
vp
blood-plasma volume fraction
  • © 2020 by American Journal of Neuroradiology

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American Journal of Neuroradiology: 41 (4)
American Journal of Neuroradiology
Vol. 41, Issue 4
1 Apr 2020
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Advanced ADC Histogram, Perfusion, and Permeability Metrics Show an Association with Survival and Pseudoprogression in Newly Diagnosed Diffuse Intrinsic Pontine Glioma: A Report from the Pediatric Brain Tumor Consortium
S. Vajapeyam, D. Brown, C. Billups, Z. Patay, G. Vezina, M.S. Shiroishi, M. Law, P. Baxter, A. Onar-Thomas, J.R. Fangusaro, I.J. Dunkel, T.Y. Poussaint
American Journal of Neuroradiology Apr 2020, 41 (4) 718-724; DOI: 10.3174/ajnr.A6499

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Advanced ADC Histogram, Perfusion, and Permeability Metrics Show an Association with Survival and Pseudoprogression in Newly Diagnosed Diffuse Intrinsic Pontine Glioma: A Report from the Pediatric Brain Tumor Consortium
S. Vajapeyam, D. Brown, C. Billups, Z. Patay, G. Vezina, M.S. Shiroishi, M. Law, P. Baxter, A. Onar-Thomas, J.R. Fangusaro, I.J. Dunkel, T.Y. Poussaint
American Journal of Neuroradiology Apr 2020, 41 (4) 718-724; DOI: 10.3174/ajnr.A6499
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