title: Effect of contrast leakage on the detection of abnormal brain tumor vasculature in high-grade glioma.
abstract: Abnormal brain tumor vasculature has recently been highlighted by a dynamic susceptibility contrast (DSC) MRI processing technique. The technique uses independent component analysis (ICA) to separate arterial and venous perfusion. The overlap of the two, i.e. arterio-venous overlap or AVOL, preferentially occurs in brain tumors and predicts response to anti-angiogenic therapy. The effects of contrast agent leakage on the AVOL biomarker have yet to be established. DSC was acquired during two separate contrast boluses in ten patients undergoing clinical imaging for brain tumor diagnosis. Three components were modeled with ICA, which included the arterial and venous components. The percentage of each component as well as a third component were determined within contrast enhancing tumor and compared. AVOL within enhancing tumor was also compared between doses. The percentage of enhancing tumor classified as not arterial or venous and instead into a third component with contrast agent leakage apparent in the time-series was significantly greater for the first contrast dose compared to the second. The amount of AVOL detected within enhancing tumor was also significantly greater with the second dose compared to the first. Contrast leakage results in large signal variance classified as a separate component by the ICA algorithm. The use of a second dose mitigates the effect and allows measurement of AVOL within enhancement.
authors.affiliation: Department of Radiology, Medical College of Wisconsin, 8701 Watertown Plank Road, Milwaukee, WI 53226, USA.
authors.forename: Peter S
authors.initials: PS
authors.lastname: LaViolette
authors.affiliation: Department of Radiology, Medical College of Wisconsin, 8701 Watertown Plank Road, Milwaukee, WI 53226, USA.
authors.forename: Mitchell K
authors.initials: MK
authors.lastname: Daun
authors.affiliation: Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, USA.
authors.forename: Eric S
authors.initials: ES
authors.lastname: Paulson
authors.affiliation: Department of Radiology, Medical College of Wisconsin, 8701 Watertown Plank Road, Milwaukee, WI 53226, USA; Department of Biophysics, Medical College of Wisconsin, Milwaukee, WI, USA.
authors.forename: Kathleen M
authors.initials: KM
authors.lastname: Schmainda
mesh_terms: D000328:Adult; D000368:Aged; D001932:Brain Neoplasms / Q000150:complications*; D002560:Cerebrovascular Circulation; D003287:Contrast Media; D005260:Female; D005910:Glioma / Q000150:complications*; D006801:Humans; D008279:Magnetic Resonance Imaging; D008297:Male; D055806:Microvessels / Q000503:physiopathology*; D008875:Middle Aged; D009389:Neovascularization, Pathologic / Q000175:diagnosis* / Q000209:etiology*; D025341:Principal Component Analysis; D055815:Young Adult
chemical_list: D003287:Contrast Media