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Combining computational models, semantic annotations and simulation experiments in a graph database

机译:在图数据库中结合计算模型,语义注释和模拟实验

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Model repositories such as the BioModels Database, the CellML Model Repository or JWS Online are frequently accessed to retrieve computational models of biological systems. However, their storage concepts support only restricted types of queries and not all data inside the repositories can be retrieved. In this article we present a storage concept that meets this challenge. It grounds on a graph database, reflects the models' structure, incorporates semantic annotations and simulation descriptions and ultimately connects different types of model-related data. The connections between heterogeneous model-related data and bio-ontologies enable efficient search via biological facts and grant access to new model features. The introduced concept notably improves the access of computational models and associated simulations in a model repository. This has positive effects on tasks such as model search, retrieval, ranking, matching and filtering. Furthermore, our work for the first time enables CellML- and Systems Biology Markup Language-encoded models to be effectively maintained in one database. We show how these models can be linked via annotations and queried. Database URL: https://sems.uni-rostock.de/projects/masymos/
机译:经常访问诸如BioModels数据库,CellML模型库或JWS Online之类的模型库,以检索生物系统的计算模型。但是,它们的存储概念仅支持受限类型的查询,并且无法检索存储库中的所有数据。在本文中,我们提出了应对这一挑战的存储概念。它基于图形数据库,反映了模型的结构,并结合了语义注释和仿真描述,并最终连接了不同类型的模型相关数据。异构模型相关数据与生物本体之间的联系使得可以通过生物学事实进行有效搜索,并可以访问新的模型特征。引入的概念显着改善了模型存储库中计算模型和相关模拟的访问。这对诸如模型搜索,检索,排名,匹配和过滤之类的任务具有积极影响。此外,我们的工作首次使CellML和系统生物学标记语言编码的模型能够有效地维护在一个数据库中。我们展示了如何通过注释链接和查询这些模型。数据库URL:https://sems.uni-rostock.de/projects/masymos/

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