GenomicKB: a knowledge graph for the human genome.

GenomicKB: a knowledge graph for the human genome.
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DOI:
10.1093/nar/gkac957
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发表时间:
2023-01-06
影响因子:
14.9
通讯作者:
Liu, Jie
Liu, Jie
中科院分区:
生物学2区
文献类型:
--
作者:
Feng, Fan;Tang, Feitong;Gao, Yijia;Zhu, Dongyu;Li, Tianjun;Yang, Shuyuan;Yao, Yuan;Huang, Yuanhao;Liu, Jie

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Genomic Knowledgebase(GenomicKB)是一个图形数据库,研究人员可以通过简单有效的查询来探索和研究人类基因组、表观基因组、转录组和4D核组。该数据库使用知识图来整合来自30多个联盟和门户网站的基因组数据集和注释,包括3.47亿个基因组实体,13.6亿个关系以及39亿个实体和关系属性。GenomicKB配备了一个基于网络的查询系统(https://gkb.dcmb.med.umich.edu/),该系统允许用户使用定制的图形模式和对实体和关系的特定约束来查询知识图。与传统的表格结构数据存储在不同的数据门户相比,GenomicKB强调基因组实体之间的关系,直观地连接孤立的数据矩阵,支持科学发现的高效查询。GenomicKB将多个基因组实体和关系之间的复杂分析转换为无编码查询,并促进未来数据驱动的基因组发现。
Genomic Knowledgebase (GenomicKB) is a graph database for researchers to explore and investigate human genome, epigenome, transcriptome, and 4D nucleome with simple and efficient queries. The database uses a knowledge graph to consolidate genomic datasets and annotations from over 30 consortia and portals, including 347 million genomic entities, 1.36 billion relations, and 3.9 billion entity and relation properties. GenomicKB is equipped with a web-based query system (https://gkb.dcmb.med.umich.edu/) which allows users to query the knowledge graph with customized graph patterns and specific constraints on entities and relations. Compared with traditional tabular-structured data stored in separate data portals, GenomicKB emphasizes the relations among genomic entities, intuitively connects isolated data matrices, and supports efficient queries for scientific discoveries. GenomicKB transforms complicated analysis among multiple genomic entities and relations into coding-free queries, and facilitates data-driven genomic discoveries in the future.
DOI: 10.1093/nar/gkaa942
发表时间: 2021-01-08
影响因子: 14.9
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影响因子: 14.9
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发表时间: 2017-10-11
期刊: Nature
影响因子: 64.8
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DOI: 10.1101/gr.135350.111
发表时间: 2012-09
期刊: Genome research
影响因子: 7
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DOI: 10.1093/nar/gkh036
发表时间: 2004-01-01
影响因子: 14.9
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通讯作者: White, R