DocumentCode :
3194287
Title :
Prostate cancer localization by novel magnetic resonance dispersion imaging
Author :
Mischi, Massimo ; Saidov, T. ; Kompatsiari, K. ; Engelbrecht, M.R.W. ; Breeuwer, Marcel ; Wijkstra, H.
Author_Institution :
Electr. Eng. Dept., Eindhoven Univ. of Technol., Eindhoven, Netherlands
fYear :
2013
fDate :
3-7 July 2013
Firstpage :
2603
Lastpage :
2606
Abstract :
Diagnosis and focal treatment of prostate cancer, the most prevalent form of cancer in men, is hampered by the limits of current clinical imaging. Angiogenesis imaging is a promising option for detection and localization of prostate cancer. It can be imaged by dynamic contrast-enhanced (DCE) MRI, assessing microvascular permeability as an indicator for angiogenesis. However, information on microvascular architecture changes associated with angiogenesis is not available. This paper presents a new model enabling the combined assessment of microvascular permeability and architecture. After the intravenous injection of a gadolinium-chelate bolus, time-concentration curves (TCCs) are measured by DCE-MRI at each voxel. According to the convective dispersion equation, the microvascular architecture is reflected in the dispersion coefficient. A solution of this equation is therefore proposed to represent the intravascular blood plasma compartment in the Tofts model. Fitting the resulting model to TCCs measured at each voxel leads to the simultaneous generation of a dispersion and a permeability map. Measurement of an arterial input function is no longer required. Preliminary validation was performed by spatial comparison with the histological results in seven patients referred for radical prostatectomy. Cancer localization by the obtained dispersion maps provided an area under the receiver operating characteristic curve equal to 0.91. None of the standard DCE-MRI parametric maps could outperform this result, motivating towards an extended validation of the method, also aimed at investigating other forms of cancer with pronounced angiogenic development.
Keywords :
biological organs; biomedical MRI; blood vessels; cancer; drugs; gadolinium; patient treatment; permeability; physiological models; sensitivity analysis; DCE-MRI parametric map; Gd; Tofts model; angiogenesis imaging; area under the receiver operating characteristic curve; arterial input function measurement; clinical imaging; convective dispersion equation; dynamic contrast-enhanced MRI; gadolinium-chelate bolus injection; intravascular blood plasma compartment; magnetic resonance dispersion imaging; microvascular architecture assessment; microvascular permeability assessment; prostate cancer diagnosis; prostate cancer focal treatment; prostate cancer localization; radical prostatectomy; time-concentration curve; voxel; Dispersion; Magnetic resonance imaging; Mathematical model; Permeability; Prostate cancer;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2013.6610073
Filename :
6610073
Link To Document :
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