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人胰岛素-葡萄糖系统的信息理论分析:迈向生物-纳米物联网

An Information Theoretical Analysis of Human Insulin-Glucose System Toward the Internet of Bio-Nano Things.

出版信息

IEEE Trans Nanobioscience. 2017 Dec;16(8):783-791. doi: 10.1109/TNB.2017.2762160. Epub 2017 Oct 11.

Abstract

Molecular communication is an important tool to understand biological communications with many promising applications in Internet of Bio-Nano Things (IoBNT). The insulin-glucose system is of key significance among the major intra-body nanonetworks, since it fulfills metabolic requirements of the body. The study of biological networks from information and communication theoretical (ICT) perspective is necessary for their introduction in the IoBNT framework. Therefore, the objective of this paper is to provide and analyze for the first time in the literature, a simple molecular communication model of the human insulin-glucose system from ICT perspective. The data rate, channel capacity, and the group propagation delay are analyzed for a two-cell network between a pancreatic beta cell and a muscle cell that are connected through a capillary. The results point out a correlation between an increase in insulin resistance and a decrease in the data rate and channel capacity, an increase in the insulin transmission rate, and an increase in the propagation delay. We also propose applications for the introduction of the system in the IoBNT framework. Multi-cell insulin glucose system models may be based on this simple model to help in the investigation, diagnosis, and treatment of insulin resistance by means of novel IoBNT applications.

摘要

分子通信是理解生物通信的重要工具,在物联网(IoT)中具有许多有前途的应用。胰岛素-葡萄糖系统在主要的体内纳米网络中具有关键意义,因为它满足了身体的代谢需求。从信息和通信理论(ICT)的角度研究生物网络对于将其引入物联网框架是必要的。因此,本文的目的是首次从 ICT 角度提供并分析人类胰岛素-葡萄糖系统的简单分子通信模型。分析了通过毛细血管连接的胰腺β细胞和肌肉细胞之间的双细胞网络的数据率、信道容量和群传播延迟。结果表明,胰岛素抵抗的增加与数据率和信道容量的降低、胰岛素传输率的增加和传播延迟的增加之间存在相关性。我们还提出了将该系统引入物联网框架的应用。多细胞胰岛素-葡萄糖系统模型可以基于这个简单的模型,通过新的物联网应用帮助调查、诊断和治疗胰岛素抵抗。

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