Suppr超能文献

生物系统建模与分析:21世纪的一种生物分子技术。

Biological systems modeling and analysis: a biomolecular technique of the twenty-first century.

作者信息

Goel Gautam, Chou I-Chun, Voit Eberhard O

机构信息

The Wallace H. Coulter Department of Biomedical Engineering at Georgia Tech and Emory University, 313 Ferst Drive, Suite 4103, Atlanta, GA 30332-0535, USA.

出版信息

J Biomol Tech. 2006 Sep;17(4):252-69.

Abstract

It is proposed that computational systems biology should be considered a biomolecular technique of the twenty-first century, because it complements experimental biology and bioinformatics in unique ways that will eventually lead to insights and a depth of understanding not achievable without systems approaches. This article begins with a summary of traditional and novel modeling techniques. In the second part, it proposes concept map modeling as a useful link between experimental biology and biological systems modeling and analysis. Concept map modeling requires the collaboration between biologist and modeler. The biologist designs a regulated connectivity diagram of processes comprising a biological system and also provides semi-quantitative information on stimuli and measured or expected responses of the system. The modeler converts this information through methods of forward and inverse modeling into a mathematical construct that can be used for simulations and to generate and test new hypotheses. The biologist and the modeler collaboratively interpret the results and devise improved concept maps. The third part of the article describes software, BST-Box, supporting the various modeling activities.

摘要

有人提出,计算系统生物学应被视为21世纪的一种生物分子技术,因为它以独特的方式补充了实验生物学和生物信息学,最终将带来一些见解以及一种深度理解,而这些是没有系统方法就无法实现的。本文首先总结了传统和新颖的建模技术。在第二部分,它提出概念图建模作为实验生物学与生物系统建模及分析之间的有用联系。概念图建模需要生物学家和建模者之间的合作。生物学家设计一个由构成生物系统的过程组成的调节连接图,并还提供有关刺激以及系统的测量或预期响应的半定量信息。建模者通过正向和反向建模方法将此信息转换为一个数学结构,该结构可用于模拟以及生成和测试新的假设。生物学家和建模者共同解释结果并设计改进的概念图。文章的第三部分描述了支持各种建模活动的软件BST-Box。

相似文献

2
Agent-Based Modeling in Molecular Systems Biology.基于主体的分子系统生物学建模。
Bioessays. 2018 Jul;40(7):e1800020. doi: 10.1002/bies.201800020. Epub 2018 Jun 8.
3
Molecular paleoscience: systems biology from the past.
Adv Enzymol Relat Areas Mol Biol. 2007;75:1-132, xi. doi: 10.1002/9780471224464.ch1.
6
Biophysical Techniques in Structural Biology.生物物理技术在结构生物学中的应用。
Annu Rev Biochem. 2019 Jun 20;88:25-33. doi: 10.1146/annurev-biochem-013118-111947. Epub 2019 Apr 15.
8
A reductionist's systems biology: opinion.一种还原论者的系统生物学:观点
Curr Opin Cell Biol. 2005 Feb;17(1):9-11. doi: 10.1016/j.ceb.2004.12.012.

引用本文的文献

2
The best models of metabolism.最佳代谢模型。
Wiley Interdiscip Rev Syst Biol Med. 2017 Nov;9(6). doi: 10.1002/wsbm.1391. Epub 2017 May 19.

本文引用的文献

4
Smooth bistable S-systems.
Syst Biol (Stevenage). 2005 Dec;152(4):207-13. doi: 10.1049/ip-syb:20050063.
7
The intricate side of systems biology.系统生物学的复杂面。
Proc Natl Acad Sci U S A. 2006 Jun 20;103(25):9452-7. doi: 10.1073/pnas.0603337103. Epub 2006 Jun 9.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验