A brief review of molecular information theory

被引:53
|
作者
Schneider T.D. [1 ]
机构
[1] National Institutes of Health, National Cancer Institute at Frederick, MD 21702-1201, P.O. Box B, Frederick
基金
美国国家卫生研究院;
关键词
Channel capacity; Information theory; Molecular efficiency; Nanotechnology; Sequence logo; Sequence walker;
D O I
10.1016/j.nancom.2010.09.002
中图分类号
学科分类号
摘要
The idea that we could build molecular communications systems can be advanced by investigating how actual molecules from living organisms function. Information theory provides tools for such an investigation. This review describes how we can compute the average information in the DNA binding sites of any genetic control protein and how this can be extended to analyze its individual sites. A formula equivalent to Claude Shannon's channel capacity can be applied to molecular systems and used to compute the efficiency of protein binding. This efficiency is often 70% and a brief explanation for that is given. The results imply that biological systems have evolved to function at channel capacity, which means that we should be able to build molecular communications that are just as robust as our macroscopic ones. © 2010.
引用
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页码:173 / 180
页数:7
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