Computer algebra in systems biology

TL;DR

This paper explores how computer algebra techniques can be applied to systems biology, specifically demonstrating their use on the Lac Operon gene regulatory network in E. coli to gain new insights.

Contribution

It introduces the application of computer algebra methods to analyze complex biological systems, bridging computational algebra and systems biology.

Findings

Computer algebra effectively models gene regulatory networks.

Application to Lac Operon demonstrates practical utility.

Provides a framework for future algebraic analysis in biology.

Abstract

Systems biology focuses on the study of entire biological systems rather than on their individual components. With the emergence of high-throughput data generation technologies for molecular biology and the development of advanced mathematical modeling techniques, this field promises to provide important new insights. At the same time, with the availability of increasingly powerful computers, computer algebra has developed into a useful tool for many applications. This article illustrates the use of computer algebra in systems biology by way of a well-known gene regulatory network, the Lac Operon in the bacterium E. coli.