학술논문

A Computational Model of Mitochondria Motility in Axons
Document Type
Conference
Source
2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2020 42nd Annual International Conference of the IEEE. :2287-2290 Jul, 2020
Subject
Bioengineering
Axons
Calcium
Computational modeling
Action potentials
Biological system modeling
Micrometers
Mitochondria
Energy metabolism
Calcium hypothesis
Synaptic function and dysfunctions
Multiscale computational model of the nervous system
Neurodegeneration
In-silico target identification and therapeutics discovery and development
Language
ISSN
2694-0604
Abstract
Mitochondria play a critical role in regulating cellular processes including ATP production, intracellular calcium signaling and generation of reactive oxidative species (ROS). Neurons rely on mitochondrial function to perform a range of complex processes, and mitochondrial dysfunctions have been shown to have an impact in pathologies of the nervous system. Yet, neurons contain a finite number of mitochondria, and their location is known to change in response to a number of factors including age and cellular activity, thereby impacting neuronal response. In this paper, we introduce a novel computational model of mitochondria motility that focuses on their movements along the axon. We describe the biological processes involved and the main parameters of the model. We use the model to investigate how some of these parameters affect the ability of mitochondria to position themselves in regions of high energy demand. Finally, we discuss the significance of our work and its downstream applications in further understanding pathologies of the nervous system such as Alzheimer’s disease, and help identify potential novel therapeutic targets.