Title :
Regional Normal Liver Tissue Density Changes in Patients Treated with Stereotactic Body Radiation Therapy for Liver Metastases
Author :
Howells, Christopher ; Diot, Quentin ; Westerly, David ; Miften, Moyed
Author_Institution :
Sch. of Med., Dept. of Radiat. Oncology, Univ. of Colorado, Aurora, CO, USA
Abstract :
A quantitative approach to evaluate stereo tactic body radiation therapy (SBRT)-induced normal liver tissue changes in patients with liver metastases was performed. 104 non-contrast treatment follow-up computed topography (CT) scans of 35 patients who received SBRT between 2004 and 2011 were retrospectively analyzed (range, 0.7-36 months, median, 8.1 months). The dose distributions from planning CTs were mapped to follow-up CTs using rigid registration. SBRT-induced normal liver density changes on post-SBRT follow-up CT scans were evaluated at approximately 4, 8, 12, 18, and 36 months. Dose-response curves (DRCs) were generated over the entire patient population by computing the mean Hounsfield unit (HU) in liver regions corresponding to dose bins ranging from 0-55 Gy in 5 Gy intervals. A hypo dense radio logic change in irradiated liver linearly related to dose (slope, -0.13 ΔHU/Gy) was observed, with significant mean CT changes of -9.3 ± 0.64 ΔHU and -9.8 ± 0.75 ΔHU at 45-50 Gy and 50-55 Gy, respectively. Furthermore, the data revealed that SBRT induces this hypo dense radiation reaction with demarcation set by the 30 to 35 Gy iso dose volume.
Keywords :
biological tissues; cellular biophysics; computerised tomography; diseases; dosimetry; liver; medical image processing; radiation therapy; radiology; CT scans; computed tomography scans; dose distributions; dose-response curves; hypodense radiation reaction; hypodense radiologic change; liver metastase; mean Hounsfield unit; noncontrast treatment; patient treatment; regional normal liver tissue density; rigid registration; stereotactic body radiation therapy; Biomedical applications of radiation; Computed tomography; Injuries; Liver; Oncology; Planning; Three dimensional displays; Dose-response; Liver; SBRT;
Conference_Titel :
Machine Learning and Applications and Workshops (ICMLA), 2011 10th International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4577-2134-2
DOI :
10.1109/ICMLA.2011.121