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BIOZON: a hub of heterogeneous biological data

机译:BIOZON:异质生物学数据的枢纽

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Biological entities are strongly related and mutually dependent on each other. Therefore, there is a growing need to corroborate and integrate data from different resources and aspects of biological systems in order to analyze them effectively. Biozon is a unified biological database that integrates heterogeneous data types such as proteins, structures, domain families, protein–protein interactions and cellular pathways, and establishes the relationships between them. All data are integrated on to a single graph schema centered around the non-redundant set of biological objects that are shared by each source. This integration results in a highly connected graph structure that provides a more complete picture of the known context of a given object that cannot be determined from any one source. Currently, Biozon integrates roughly 2 million protein sequences, 42 million DNA or RNA sequences, 32?000 protein structures, 150?000 interactions and more from sources such as GenBank, UniProt, Protein Data Bank (PDB) and BIND. Biozon augments source data with locally derived data such as 5 billion pairwise protein alignments and 8 million structural alignments. The user may form complex cross-type queries on the graph structure, add similarity relations to form fuzzy queries and rank the results based on analysis of the edge structure similar to Google PageRank, online at Biozon.org.
机译:生物实体是紧密相关的,并且相互依赖。因此,越来越需要确认和整合来自不同资源和生物系统各个方面的数据,以便对其进行有效的分析。 Biozon是一个统一的生物学数据库,集成了诸如蛋白质,结构,域家族,蛋白质与蛋白质的相互作用和细胞途径等异类数据类型,并建立了它们之间的关系。所有数据都集成到以每个源共享的非冗余生物对象集为中心的单个图形架构上。这种集成导致高度连接的图结构,该图结构提供了无法从任何一个来源确定的给定对象的已知上下文的更完整图片。目前,Biozon整合了大约200万个蛋白质序列,4200万个DNA或RNA序列,32万种蛋白质结构,150万种相互作用以及来自诸如GenBank,UniProt,蛋白质数据库(PDB)和BIND的更多信息。 Biozon利用本地衍生数据(例如50亿对蛋白质比对和800万结构比对)来增强源数据。用户可以在类似于Biozon.org上的Google PageRank的边缘结构分析的基础上,在图结构上形成复杂的交叉类型查询,添加相似关系以形成模糊查询并对结果进行排名。

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