Benjamin M. Ellingson1, 2, Timothy F. Cloughesy3, Robert J. Harris1, Davis C. Woodworth1, Kevin Leu1, Albert Lai3, Phioanh (Leia) Nghiemphu3, Whitney B. Pope1
1Dept. of Radiological Sciences, UCLA, Los Angeles, CA, United States; 2Biomedical Physics, UCLA, Los Angeles, CA, United States; 3Neurology, UCLA, Los Angeles, CA, United States
Expert radiologists and neuro-oncologists can identify subtle growth in the tumor through visual examination of the mass effect on serial MR scans; however, these evaluations are subjective and are not quantitative. The current study involves the development of a new class of imaging biomarkers that quantify parameters associated tissue deformation fields derived from serial nonlinear (elastic) registration of high-resolution post-contrast T1-weighted images in patients with glioblastoma. Tissue Expansion Maps (TEMs) that quantify the local tissue displacement velocity and local distortion vector field maps were can be used to detect new tumor invasion and understand patterns in tumor growth and infiltration.