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首页> 外文期刊>BMC Bioinformatics >SPIKE – a database, visualization and analysis tool of cellular signaling pathways
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SPIKE – a database, visualization and analysis tool of cellular signaling pathways

机译:SPIKE –细胞信号通路的数据库,可视化和分析工具

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Background Biological signaling pathways that govern cellular physiology form an intricate web of tightly regulated interlocking processes. Data on these regulatory networks are accumulating at an unprecedented pace. The assimilation, visualization and interpretation of these data have become a major challenge in biological research, and once met, will greatly boost our ability to understand cell functioning on a systems level. Results To cope with this challenge, we are developing the SPIKE knowledge-base of signaling pathways. SPIKE contains three main software components: 1) A database (DB) of biological signaling pathways. Carefully curated information from the literature and data from large public sources constitute distinct tiers of the DB. 2) A visualization package that allows interactive graphic representations of regulatory interactions stored in the DB and superposition of functional genomic and proteomic data on the maps. 3) An algorithmic inference engine that analyzes the networks for novel functional interplays between network components. SPIKE is designed and implemented as a community tool and therefore provides a user-friendly interface that allows registered users to upload data to SPIKE DB. Our vision is that the DB will be populated by a distributed and highly collaborative effort undertaken by multiple groups in the research community, where each group contributes data in its field of expertise. Conclusion The integrated capabilities of SPIKE make it a powerful platform for the analysis of signaling networks and the integration of knowledge on such networks with omics data.
机译:背景技术控制细胞生理的生物信号传导途径形成了紧密调控的连锁过程的复杂网络。这些监管网络上的数据正在以前所未有的速度积累。这些数据的同化,可视化和解释已成为生物学研究中的主要挑战,一旦得到满足,将大大提高我们在系统水平上理解细胞功能的能力。结果为了应对这一挑战,我们正在开发信号通路的SPIKE知识库。 SPIKE包含三个主要软件组件:1)生物信号通路的数据库(DB)。来自文献的精心策划的信息和来自大型公共资源的数据构成了数据库的不同层次。 2)可视化程序包,该程序包允许以交互方式以图形方式表示存储在数据库中的监管相互作用以及在地图上叠加功能基因组和蛋白质组学数据。 3)一种算法推理引擎,可以分析网络中网络组件之间的新颖功能相互作用。 SPIKE被设计和实现为社区工具,因此提供了用户友好的界面,允许已注册的用户将数据上传到SPIKE DB。我们的愿景是,数据库将由研究社区中多个小组进行的分布式,高度协作的工作所组成,每个小组都在其专业领域内提供数据。结论SPIKE的集成功能使其成为分析信令网络以及将此类网络上的知识与组学数据进行集成的强大平台。

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