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Pathway collages: personalized multi-pathway diagrams

机译:路径拼贴:个性化的多路径图

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Background Metabolic pathway diagrams are a classical way of visualizing a linked cascade of biochemical reactions. However, to understand some biochemical situations, viewing a single pathway is insufficient, whereas viewing the entire metabolic network results in information overload. How do we enable scientists to rapidly construct personalized multi-pathway diagrams that depict a desired collection of interacting pathways that emphasize particular pathway interactions? Results We define software for constructing personalized multi-pathway diagrams called pathway-collages using a combination of manual and automatic layouts. The user specifies a set of pathways of interest for the collage from a Pathway/Genome Database. Layouts for the individual pathways are generated by the Pathway Tools software, and are sent to a Javascript Pathway Collage application implemented using Cytoscape.js. That application allows the user to re-position pathways; define connections between pathways; change visual style parameters; and paint metabolomics, gene expression, and reaction flux data onto the collage to obtain a desired multi-pathway diagram. We demonstrate the use of pathway collages in two application areas: a metabolomics study of pathogen drug response, and an Escherichia coli metabolic model. Conclusions Pathway collages enable facile construction of personalized multi-pathway diagrams.
机译:背景代谢途径图是可视化生化反应连锁反应的一种经典方法。但是,要了解某些生物化学情况,查看单个途径是不够的,而查看整个代谢网络会导致信息过载。我们如何使科学家们快速构建个性化的多路径图,以描绘强调特定路径相互作用的相互作用路径的理想集合?结果我们定义了一种软件,该软件使用手动和自动布局的组合来构造个性化的多路径图,称为路径拼贴。用户从“路径/基因组数据库”为拼贴指定一组感兴趣的路径。各个路径的布局由Pathway Tools软件生成,然后发送到使用Cytoscape.js实现的Javascript Pathway Collage应用程序。该应用程序允许用户重新定位路径;定义路径之间的联系;更改视觉样式参数;并将代谢组学,基因表达和反应通量数据绘制到拼贴上,以获得所需的多路径图。我们展示了在两个应用领域中途径拼贴的使用:病原体药物反应的代谢组学研究和大肠杆菌代谢模型。结论路径拼贴可以轻松构建个性化的多路径图。

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