Title :
Simulating convection-enhanced delivery in the putamen using probabilistic tractography
Author :
Tromp, Do P M ; Adluru, Nagesh ; Alexander, Andrew L. ; Emborg, Marina E.
Author_Institution :
Waisman Center, Univ. of Wisconsin, Madison, WI, USA
fDate :
March 30 2011-April 2 2011
Abstract :
The treatment of brain diseases is complicated by the presence of the blood-brain barrier. This barrier limits the crossing of therapeutic molecules from the blood vessels into the brain. Today, direct intracerebral infusion applying convection-enhanced delivery (CED) is proposed to circumvent this problem and enhance the area of distribution of infusate beyond the parameters of diffusion. Several factors affect the efficacy, predictability and replicability of CED, such as the catheter model, infusion rate and site of infusion. We set out to investigate if probabilistic tractography can be used to model the infusion flow and predict the intracerebral movement of molecules. In this study we describe a modeling and analysis framework based upon probabilistic tractography. This framework was used to compare probabilistic tractography modeling and actual CED infusion measurements in the putamen of non-human primates, as this gray matter structure is proposed as a target for CED treatment of Parkinson´s disease.
Keywords :
biodiffusion; biomedical measurement; diseases; neurophysiology; patient treatment; probability; CED infusion measurements; Parkinson´s disease; brain disease treatment; convection-enhanced delivery; gray matter structure; infusion flow; molecule intracerebral movement; non-human primates; probabilistic tractography; putamen; Brain models; Computational modeling; Diffusion tensor imaging; Probabilistic logic; Tensile stress; Convection-enhanced delivery; Parkinson´s disease; Probabilistic tractography; monkeys; putamen;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-4127-3
Electronic_ISBN :
1945-7928
DOI :
10.1109/ISBI.2011.5872523