Suppr超能文献

大规模建模为研究拟南芥如何适应不断变化的光照和温度条件提供了深入的见解。

Large-scale modeling provides insights into Arabidopsis's acclimation to changing light and temperature conditions.

机构信息

Systems Biology and Mathematical Modeling; Max Planck Institute of Molecular Plant Physiology; Potsdam-Golm, Germany.

出版信息

Plant Signal Behav. 2013 Sep;8(9). doi: 10.4161/psb.25480. Epub 2013 Jun 24.

Abstract

Classical flux balance analysis predicts steady-state flux distributions that maximize a given objective function. A recent study, Schuetz et al., (1) demonstrated that competing objectives constrain the metabolic fluxes in E. coli. For plants, with multiple cell types, fulfilling different functions, the objectives remain elusive and, therefore, hinder the prediction of actual fluxes, particularly for changing environments. In our study, we presented a novel approach to predict flux capacities for a large collection of metabolic pathways under eight different temperature and light conditions. (2) By integrating time-series transcriptomics data to constrain the flux boundaries of the metabolic model, we captured the time- and condition-specific state of the network. Although based on a single time-series experiment, the comparison of these capacities to a novel null model for transcript distribution allowed us to define a measure for differential behavior that accounts for the underlying network structure and the complex interplay of metabolic pathways.

摘要

经典通量平衡分析预测了在给定目标函数下的稳态通量分布。最近的一项研究表明,Schuetz 等人(1)竞争目标限制了大肠杆菌中的代谢通量。对于具有多种细胞类型、履行不同功能的植物来说,目标仍然难以捉摸,因此阻碍了实际通量的预测,特别是对于不断变化的环境。在我们的研究中,我们提出了一种新的方法来预测在八种不同温度和光照条件下大量代谢途径的通量能力。(2)通过整合时间序列转录组学数据来限制代谢模型的通量边界,我们捕捉到了网络的时间和条件特异性状态。尽管基于单个时间序列实验,但将这些能力与转录本分布的新空模型进行比较,使我们能够定义一种用于差异行为的度量方法,该方法考虑了基础网络结构和代谢途径的复杂相互作用。

相似文献

引用本文的文献

1
Environment-coupled models of leaf metabolism.叶片代谢的环境耦合模型。
Biochem Soc Trans. 2021 Feb 26;49(1):119-129. doi: 10.1042/BST20200059.
2
Multilevel Regulation of Abiotic Stress Responses in Plants.植物非生物胁迫响应的多级调控
Front Plant Sci. 2017 Sep 20;8:1564. doi: 10.3389/fpls.2017.01564. eCollection 2017.
3
Integration of metabolomics data into metabolic networks.代谢组学数据与代谢网络的整合。
Front Plant Sci. 2015 Feb 17;6:49. doi: 10.3389/fpls.2015.00049. eCollection 2015.

本文引用的文献

2
Multidimensional optimality of microbial metabolism.微生物代谢的多维最优性。
Science. 2012 May 4;336(6081):601-4. doi: 10.1126/science.1216882.

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验