TY - JOUR
T1 - The diagnostic accuracy of multiparametric MRI to determine pediatric brain tumor grades and types
AU - Koob, Mériam
AU - Girard, Nadine
AU - Ghattas, Badih
AU - Fellah, Slim
AU - Confort-Gouny, Sylviane
AU - Figarella-Branger, Dominique
AU - Scavarda, Didier
N1 - Publisher Copyright:
© 2016, Springer Science+Business Media New York.
PY - 2016/4/1
Y1 - 2016/4/1
N2 - Childhood brain tumors show great histological variability. The goal of this retrospective study was to assess the diagnostic accuracy of multimodal MR imaging (diffusion, perfusion, MR spectroscopy) in the distinction of pediatric brain tumor grades and types. Seventy-six patients (range 1 month to 18 years) with brain tumors underwent multimodal MR imaging. Tumors were categorized by grade (I–IV) and by histological type (A–H). Multivariate statistical analysis was performed to evaluate the diagnostic accuracy of single and combined MR modalities, and of single imaging parameters to distinguish the different groups. The highest diagnostic accuracy for tumor grading was obtained with diffusion–perfusion (73.24 %) and for tumor typing with diffusion–perfusion–MR spectroscopy (55.76 %). The best diagnostic accuracy was obtained for tumor grading in I and IV and for tumor typing in embryonal tumor and pilocytic astrocytoma. Poor accuracy was seen in other grades and types. ADC and rADC were the best parameters for tumor grading and typing followed by choline level with an intermediate echo time, CBV for grading and Tmax for typing. Multiparametric MR imaging can be accurate in determining tumor grades (primarily grades I and IV) and types (mainly pilocytic astrocytomas and embryonal tumors) in children.
AB - Childhood brain tumors show great histological variability. The goal of this retrospective study was to assess the diagnostic accuracy of multimodal MR imaging (diffusion, perfusion, MR spectroscopy) in the distinction of pediatric brain tumor grades and types. Seventy-six patients (range 1 month to 18 years) with brain tumors underwent multimodal MR imaging. Tumors were categorized by grade (I–IV) and by histological type (A–H). Multivariate statistical analysis was performed to evaluate the diagnostic accuracy of single and combined MR modalities, and of single imaging parameters to distinguish the different groups. The highest diagnostic accuracy for tumor grading was obtained with diffusion–perfusion (73.24 %) and for tumor typing with diffusion–perfusion–MR spectroscopy (55.76 %). The best diagnostic accuracy was obtained for tumor grading in I and IV and for tumor typing in embryonal tumor and pilocytic astrocytoma. Poor accuracy was seen in other grades and types. ADC and rADC were the best parameters for tumor grading and typing followed by choline level with an intermediate echo time, CBV for grading and Tmax for typing. Multiparametric MR imaging can be accurate in determining tumor grades (primarily grades I and IV) and types (mainly pilocytic astrocytomas and embryonal tumors) in children.
KW - Brain neoplasms
KW - Child
KW - Diffusion magnetic resonance imaging
KW - Magnetic resonance angiography
KW - Magnetic resonance spectroscopy
UR - http://www.scopus.com/inward/record.url?scp=84959868883&partnerID=8YFLogxK
U2 - 10.1007/s11060-015-2042-4
DO - 10.1007/s11060-015-2042-4
M3 - Article
C2 - 26732081
AN - SCOPUS:84959868883
SN - 0167-594X
VL - 127
SP - 345
EP - 353
JO - Journal of Neuro-Oncology
JF - Journal of Neuro-Oncology
IS - 2
ER -