Epilepsy affects 3-5% of the population worldwide, and affects indiscriminately of age, sex or race. One of the most common types of medically intractable epilepsy is temporal lobe epilepsy. In the vast majority of cases, seizures arise from mesial temporal structures that have been damaged months to years before onset of seizures. To better understand the functions of complex neurological changes in brain tissue, we propose to elucidate the mechanisms of pathological evolution of epilepsy by comparing different levels of temporal and spatial development via histology, multi-electrode array recording, MR imaging, along with linear and nonlinear analysis of data. By characterizing the latent development of epilepsy from traumatic insult to onset in the chronic limbic epilepsy rat model (a realistic animal model for human temporal lobe epilepsy and epileptogenesis), essential relationships between the onset pathology and the remodeling of the neural tissue will be described and correlated. The potential impact of this project is profound. To our knowledge, no study has thoroughly correlated such an extensive cross-disciplinary system of models in an effort to better understand such a fundamental pathology. To leverage this overwhelming potential for advancing the neurological sciences, data is to be disseminated dynamically via the Internet to facilitate other perspectives for analysis in places where such facilities may be limited. The broader impact and outcomes of this project will not just elucidate the transition to epilepsy but establish a foundation upon which neuroscience models can be built and validated. Additionally we will establish the base parameters upon which to initiate and evaluate control strategies for neural pathologies. Given the rapid evolution and maturation of techniques in brain machine interfaces it is even more important that modeling and control techniques be based and developed upon profound longitudinal studies of this kind under controlled conditions and incorporated into the design of novel technology and devices for the control of epilepsy.

Agency
National Institute of Health (NIH)
Institute
National Institute of Biomedical Imaging and Bioengineering (NIBIB)
Type
Research Project (R01)
Project #
5R01EB004752-03
Application #
7083607
Study Section
Special Emphasis Panel (ZRG1-BBBP-C (50))
Program Officer
Peng, Grace
Project Start
2004-09-01
Project End
2008-06-30
Budget Start
2006-07-01
Budget End
2007-06-30
Support Year
3
Fiscal Year
2006
Total Cost
$312,716
Indirect Cost
Name
University of Florida
Department
Biomedical Engineering
Type
Schools of Engineering
DUNS #
969663814
City
Gainesville
State
FL
Country
United States
Zip Code
32611
Stanley, David A; Talathi, Sachin S; Parekh, Mansi B et al. (2013) Phase shift in the 24-hour rhythm of hippocampal EEG spiking activity in a rat model of temporal lobe epilepsy. J Neurophysiol 110:1070-86
Zafar, Rabia; King, Michael Alan; Carney, Paul Richard (2012) Adeno associated viral vector-mediated expression of somatostatin in rat hippocampus suppresses seizure development. Neurosci Lett 509:87-91
Carney, Paul R; Myers, Stephen; Geyer, James D (2011) Seizure prediction: methods. Epilepsy Behav 22 Suppl 1:S94-101
Cadotte, Alex J; DeMarse, Thomas B; Mareci, Thomas H et al. (2010) Granger causality relationships between local field potentials in an animal model of temporal lobe epilepsy. J Neurosci Methods 189:121-9
Nandan, Manu; Talathi, Sachin S; Myers, Stephen et al. (2010) Support vector machines for seizure detection in an animal model of chronic epilepsy. J Neural Eng 7:036001
Parekh, Mansi B; Carney, Paul R; Sepulveda, Hector et al. (2010) Early MR diffusion and relaxation changes in the parahippocampal gyrus precede the onset of spontaneous seizures in an animal model of chronic limbic epilepsy. Exp Neurol 224:258-70
Talathi, Sachin S; Hwang, Dong-Uk; Carney, Paul R et al. (2010) Synchrony with shunting inhibition in a feedforward inhibitory network. J Comput Neurosci 28:305-21
Fisher, Nicholas; Talathi, Sachin S; Carney, Paul R et al. (2010) Effects of phase on homeostatic spike rates. Biol Cybern 102:427-40
Cheng, Guang; Vemuri, Baba C; Carney, Paul R et al. (2009) Non-rigid Registration of High Angular Resolution Diffusion Images Represented by Gaussian Mixture Fields. Med Image Comput Comput Assist Interv 5761:190-197
Kumar, Ritwik; Vemuri, Baba C; Wang, Fei et al. (2009) Multi-fiber reconstruction from DW-MRI using a continuous mixture of hyperspherical von Mises-Fisher distributions. Inf Process Med Imaging 21:139-50

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