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基因调控网络的控制:机遇与挑战
Control of Genetic Regulatory Networks: Opportunities and Challenges
【摘要】 众所周知,基因调控网络(Genetic regulatory networks,GRNs)是一类基本且重要的生物网络.基因调控网络可以通过输入、噪声、参数以及正负反馈等进行功能的鲁棒性调节与控制.本文首先简要回顾了基因调控网络控制方面的若干研究进展,然后提出了一些与控制相关的基因调控网络的基本科学问题.基因调控网络的控制以生命科学为背景,以控制理论为理论基础.过去几十年,控制论的基本思想与方法逐步渗透到基因调控网络的研究中.同时,来源于生命科学的控制问题也为我们提出了新的机遇与挑战.基因调控网络的控制对生命科学中困扰人类的基本问题,如延长寿命、治愈癌症、糖尿病等顽疾有着非常重要的现实意义.此外,基因调控网络控制研究对合成生物学、网络医学、个性化医学等相关学科的发展具有潜在的应用价值.
【Abstract】 It is well known that genetic regulatory networks(GRNs) are fundamental and important biological networks. This paper briefly reviews the main research progresses in the control of GRNs. Moreover, this paper proposes some fundamental scientific problems for the control of GRNs. In fact, life sciences and control theory are the real-world background and theoretical basis for the control of GRNs, respectively. Over the last few decades, the basic idea and methods of control theory have gradually infiltrated into the research of GRNs. At the same time, some control problems from life sciences also provide new opportunities and challenges for control science. The control of GRNs guides some potential routes to resolve the long-time perplexing problems in life sciences, such as the prolonging of lifespan, curing cancer and diabetes. Furthermore, the control of GRNs has potential real-world applications for the rapid developments of synthetic biology, networked medicine and personalized medicine.
【Key words】 Systems biology; genetic regulatory network(GRN); noise; positive feedback; negative feedback;
- 【文献出处】 自动化学报 ,Acta Automatica Sinica , 编辑部邮箱 ,2013年12期
- 【分类号】Q811.4
- 【被引频次】49
- 【下载频次】1372