The E. coli Whole-Cell Modeling Project.

Q1 Medicine
EcoSal Plus Pub Date : 2021-12-15 Epub Date: 2021-07-09 DOI:10.1128/ecosalplus.ESP-0001-2020
Gwanggyu Sun, Travis A Ahn-Horst, Markus W Covert
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引用次数: 0

Abstract

The Escherichia coli whole-cell modeling project seeks to create the most detailed computational model of an E. coli cell in order to better understand and predict the behavior of this model organism. Details about the approach, framework, and current version of the model are discussed. Currently, the model includes the functions of 43% of characterized genes, with ongoing efforts to include additional data and mechanisms. As additional information is incorporated in the model, its utility and predictive power will continue to increase, which means that discovery efforts can be accelerated by community involvement in the generation and inclusion of data. This project will be an invaluable resource to the E. coli community that could be used to verify expected physiological behavior, to predict new outcomes and testable hypotheses for more efficient experimental design iterations, and to evaluate heterogeneous data sets in the context of each other through deep curation.

大肠杆菌全细胞建模项目。
大肠杆菌全细胞建模项目旨在创建最详细的大肠杆菌细胞计算模型,以便更好地理解和预测这种模式生物的行为。本文讨论了该模型的方法、框架和当前版本的细节。目前,该模型包含了 43% 特征基因的功能,并正在努力纳入更多数据和机制。随着更多信息被纳入该模型,其实用性和预测能力将不断提高,这意味着通过社区参与数据的生成和纳入,可以加速发现工作。该项目将成为大肠杆菌社区的宝贵资源,可用于验证预期的生理行为,预测新的结果和可检验的假设,从而提高实验设计迭代的效率,并通过深度整理在相互关联的背景下评估异构数据集。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
EcoSal Plus
EcoSal Plus Immunology and Microbiology-Microbiology
CiteScore
12.20
自引率
0.00%
发文量
4
期刊介绍: EcoSal Plus is the authoritative online review journal that publishes an ever-growing body of expert reviews covering virtually all aspects of E. coli, Salmonella, and other members of the family Enterobacteriaceae and their use as model microbes for biological explorations. This journal is intended primarily for the research community as a comprehensive and continuously updated archive of the entire corpus of knowledge about the enteric bacterial cell. Thoughtful reviews focus on physiology, metabolism, genetics, pathogenesis, ecology, genomics, systems biology, and history E. coli and its relatives. These provide the integrated background needed for most microbiology investigations and are essential reading for research scientists. Articles contain links to E. coli K12 genes on the EcoCyc database site and are available as downloadable PDF files. Images and tables are downloadable to PowerPoint files.
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