Feed-forward and Feedback Control in Astrocytes for Ca²⁺-based Molecular Communications Nanonetworks

Abstract

Synapses plasticity depends on the gliotransmitters’ concentration in the synaptic channel. And, an abnormal concentration of gliotransmitters is linked to neurodegenerative diseases, including Alzheimer’s, Parkinson’s, and Epilepsy. In this paper, a theoretical investigation of the cause of the abnormal concentration of gliotransmitters and how to achieve its control are presented through a Ca²⁺-signalling-based molecular communications framework. A feed-forward and feedback control technique is used to manipulate IP₃ values to stabilise the concentration of Ca²⁺ inside the astrocytes. The theoretical analysis of the given model aims i) to stabilize the Ca²⁺ concentration around a particular desired level in order to prevent abnormal gliotransmitters’ concentration (extremely high or low concentration can result in neurodegeneration), ii) to improve the molecular communication performance that utilises Ca²⁺ signalling, and maintain gliotransmitters’ regulation remotely. It shows that the refractory periods from Ca²⁺ can be maintained to lower the noise propagation resulting in smaller time-slots for bit transmission, which can also improve the delay and gain performances. The proposed approach can potentially lead to novel nanomedicine solutions for the treatment of neurodegenerative diseases, where a combination of nanotechnology and gene therapy approaches can be used to elicit the regulated Ca²⁺ signalling in astrocytes, ultimately improving neuronal activity.