Development of a large scale and phyiologically detailed mathematical model of the brainstem and spinal cord neuronal networks
| Project/Area Number |
16300154
|
|---|
| Research Category |
Grant-in-Aid for Scientific Research (B)
|
| Allocation Type | Single-year Grants |
|---|
| Section | 一般 |
|---|
| Research Field |
Biomedical engineering/Biological material science
|
|---|
| Research Institution | Osaka University |
|---|
Principal Investigator |
NOMURA Taishin Osaka University, Graduate School of Engineering Science, Professor, 大学院基礎工学研究科, 教授 (50283734)
|
|---|
| Co-Investigator(Kenkyū-buntansha) |
MATSUYAMA Kiyoji Sapporo Medical University School of Medicine, Department of Basic Medical Science Dept.of Physiology (2), Associate Professor, 医学部, 助教授 (40209664)
|
|---|
| Project Period (FY) |
2004 – 2006
|
| Project Status |
Completed (Fiscal Year 2006)
|
| Budget Amount *help |
¥14,000,000 (Direct Cost: ¥14,000,000)
Fiscal Year 2006: ¥3,300,000 (Direct Cost: ¥3,300,000)
Fiscal Year 2005: ¥4,300,000 (Direct Cost: ¥4,300,000)
Fiscal Year 2004: ¥6,400,000 (Direct Cost: ¥6,400,000)
|
|---|
| Keywords | mathematical model / hierarchy / network / object-oriented / spinal cord neural network / ion channel / neuron / dynamics / ニューロンモデル / 脊髄神経系 / アナログ・デジタルハイブリッド / 階層構造 / シミュレーション |
|---|
| Research Abstract |
This study aimed at constructing a large scale and physiologically detailed mathematical model of the brainstem-spinal cord neuronal network. We tried, as much as possible, to reconstruct three dimensional structure and electrophysiological characteristics of the neuronal network based on previous knowledges in the field of neuroanatomy and electrophysiology including the conductances of ion channels of neurons. The modeling was performed using hierarchical and distributed representations of the network elements (from the ion channels, the cells, the sypnapses) to the network. To this end, we used thoroughly object-orinted modeling methodology, by which we developed a software system that could systematize large scale modeling and simulation processes. Using this software system, we constructed a brainstem spinal neuronal network model consisting of 224 biophysically plausible neuron models which were spatially distributed and synoptically connected by excitatory and inhibitory synapses in the brain-stem spinalcord of cat. The spatio-temporal dynamic of the model were then simulated using PC cluster with 64-CPU. It was confirmed that the model showed bursting and oscillatory electrical activity. The bursting activity was alternating between left and right of the network as well as extensor and flexor interneurons within each of the left and right spinal segment, similar to the electrical activity of locomotor or respiratory neural networks.
|
Report
(4 results)
Research Products
(13 results)
