Pretreatment prediction of brain tumors' response to radiation therapy using high b-value diffusion-weighted MRI.
Diffusion-weighted magnetic resonance imaging (DWMRI) is sensitive to tissues' biophysical characteristics, including apparent diffusion coefficients (ADCs) and volume fractions of water in different populations. In this work, we evaluate the clinical efficacy of DWMRI and high diffusion-weighted magnetic resonance imaging (HDWMRI), acquired up to b = 4000 sec/mm(2) to amplify sensitivity to water diffusion properties, in pretreatment prediction of brain tumors' response to radiotherapy. Twelve patients with 20 brain lesions were studied. Six ring-enhancing lesions were excluded due to their distinct diffusion characteristics. Conventional and DWMRI were acquired on a 0.5-T MRI. Response to therapy was determined from relative changes in tumor volumes calculated from contrast-enhanced T1-weighted MRI, acquired before and a mean of 46 days after beginning therapy. ADCs and a diffusion index, R(D), reflecting tissue viability based on water diffusion were calculated from DWMRIs. Pretreatment values of ADC and R(D) were found to correlate significantly with later tumor response/nonresponse (r = 0.76, P <.002 and r = 0.77, P <.001). This correlation implies that tumors with low pretreatment diffusion values, indicating high viability, will respond better to radiotherapy than tumors with high diffusion values, indicating necrosis. These results demonstrate the feasibility of using DWMRI for pretreatment prediction of response to therapy in patients with brain tumors undergoing radiotherapy.
Mardor
Yael
Y
Advanced Technology Center, Sheba Medical Center, Tel-Hashomer, Ramat-Gan 52621, Israel. yael@tauphy.tau.ac.il
Roth
Yiftach
Y
Ochershvilli
Aharon
A
Spiegelmann
Roberto
R
Tichler
Thomas
T
Daniels
Dianne
D
Maier
Stephan E
SE
Nissim
Ouzi
O
Ram
Zvi
Z
Baram
Jacob
J
Orenstein
Arie
A
Pfeffer
Raphael
R
D001921:Brain / Q000473:pathology*; D001932:Brain Neoplasms / Q000175:diagnosis* / Q000532:radiotherapy* / Q000556:secondary; D001943:Breast Neoplasms / Q000175:diagnosis; D005240:Feasibility Studies; D005260:Female; D005910:Glioma / Q000175:diagnosis / Q000532:radiotherapy / Q000556:secondary; D006801:Humans; D008175:Lung Neoplasms / Q000175:diagnosis; D008279:Magnetic Resonance Imaging / Q000379:methods*; D008297:Male; D011237:Predictive Value of Tests; D011471:Prostatic Neoplasms / Q000175:diagnosis; D013997:Time Factors; D016896:Treatment Outcome