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模型聚合:构建大型大分子调控网络的积木方法。

Model aggregation: a building-block approach to creating large macromolecular regulatory networks.

机构信息

Department of Computer Science, Virginia Tech, Blacksburg, VA 24061, USA.

出版信息

Bioinformatics. 2009 Dec 15;25(24):3289-95. doi: 10.1093/bioinformatics/btp581. Epub 2009 Oct 29.

DOI:10.1093/bioinformatics/btp581
PMID:19880372
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC2788926/
Abstract

MOTIVATION

Models of regulatory networks become more difficult to construct and understand as they grow in size and complexity. Modelers naturally build large models from smaller components that each represent subsets of reactions within the larger network. To assist modelers in this process, we present model aggregation, which defines models in terms of components that are designed for the purpose of being combined.

RESULTS

We have implemented a model editor that incorporates model aggregation, and we suggest supporting extensions to the Systems Biology Markup Language (SBML) Level 3. We illustrate aggregation with a model of the eukaryotic cell cycle 'engine' created from smaller pieces.

AVAILABILITY

Java implementations are available in the JigCell Aggregation Connector. See http://jigcell.biol.vt.edu.

CONTACT

shaffer@vt.edu

摘要

动机

随着监管网络的规模和复杂性的增长,构建和理解这些模型变得更加困难。建模者自然会从较小的组件构建大型模型,每个组件代表较大网络中反应的子集。为了帮助建模者完成此过程,我们提出了模型聚合,它根据旨在组合的组件来定义模型。

结果

我们已经实现了一个包含模型聚合的模型编辑器,并建议对系统生物学标记语言(SBML)级别 3 进行支持扩展。我们使用从小部分创建的真核细胞周期“引擎”模型来说明聚合。

可用性

Java 实现可在 JigCell Aggregation Connector 中获得。请访问 http://jigcell.biol.vt.edu。

联系

shaaffer@vt.edu

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本文引用的文献

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SBMLmerge, a system for combining biochemical network models.SBMLmerge,一个用于组合生化网络模型的系统。
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Bringing cartoons to life.让卡通形象鲜活起来。
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Mathematical modeling as a tool for investigating cell cycle control networks.作为研究细胞周期调控网络工具的数学建模
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Analysis of a generic model of eukaryotic cell-cycle regulation.真核细胞周期调控通用模型分析
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