Title :
MR-based renography as a replacement for radionuclide diagnostic studies
Author :
Gutierrez, Daniel Rodriguez ; Montesdeoca, Oliver Diaz ; Santana, Acerina Moran ; Wells, Kevin ; Mendichovszky, Iosif ; Gordon, Isky
Author_Institution :
Univ. of Surrey, London
fDate :
Oct. 26 2007-Nov. 3 2007
Abstract :
This study explores the importance of the partial volume effect (PVE) in quantifying renal function on magnetic dynamic contrast enhanced magnetic resonance imaging (DCE- MRI). DCE-MRI image data were acquired for a healthy volunteer and after motion correction a PV correction step was applied to remove non-renal contributions to time-intensity curves derived from a typical renal cortical region of interest (ROI). PV correction consisted on the assignment of a mixing vector to each voxel location, representing the contributions of each tissue into a given voxel due to the convolution action of the point spread function (PSF) of the acquisition sequence. These mixing vectors were then used to recover the true intensities that correspond to the unmixed (i.e. pure) signals associated with each constituent tissue, eliminating contributions from liver, spleen and other surrounding tissues from the renal component. The result was an increased slope in the filtration part of the enhancement curve for the renal component. Quantitatively, PV correction resulted in an increase of glomerular filtration rate (GFR) estimated through a Rutland-Patlak analysis. Using a common DCE-MRI sequence, the contribution to a typical renal cortical ROI from non-renal tissues was found to be ~ 25%. The removal of these component resulted in a 32% (left) and 37% (right kidney) increase in relative GFR and an increased R2 for the Rutland Patlak model compared to the same analysis undertaken with no PVE correction.
Keywords :
biological tissues; biomedical MRI; image enhancement; image sequences; kidney; optical transfer function; radioisotope imaging; DCE-MRI image; MR-based renography; Rutland-Patlak analysis; convolution action; glomerular filtration rate; image sequence; magnetic dynamic contrast enhanced imaging; magnetic resonance imaging; motion correction; partial volume effect; point spread function; radionuclide diagnostic study; renal cortical region; time-intensity curve; Convolution; Filtration; Liver; Magnetic analysis; Magnetic resonance imaging; Nuclear and plasma sciences; Signal processing; Signal resolution; Spatial resolution; Speech analysis; dynamic contrast enhanced magnetic resonance imaging; glomerular filtration rate; partial volume effect; patlak; point spread function;
Conference_Titel :
Nuclear Science Symposium Conference Record, 2007. NSS '07. IEEE
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-0922-8
Electronic_ISBN :
1095-7863
DOI :
10.1109/NSSMIC.2007.4437125