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OAHG: an integrated resource for annotating human genes with multi-level ontologies

机译:OAHG:利用多层次本体注释人类基因的综合资源

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摘要

OAHG, an integrated resource, aims to establish a comprehensive functional annotation resource for human protein-coding genes (PCGs), miRNAs, and lncRNAs by multi-level ontologies involving Gene Ontology (GO), Disease Ontology (DO), and Human Phenotype Ontology (HPO). Many previous studies have focused on inferring putative properties and biological functions of PCGs and non-coding RNA genes from different perspectives. During the past several decades, a few of databases have been designed to annotate the functions of PCGs, miRNAs, and lncRNAs, respectively. A part of functional descriptions in these databases were mapped to standardize terminologies, such as GO, which could be helpful to do further analysis. Despite these developments, there is no comprehensive resource recording the function of these three important types of genes. The current version of OAHG, release 1.0 (Jun 2016), integrates three ontologies involving GO, DO, and HPO, six gene functional databases and two interaction databases. Currently, OAHG contains 1,434,694 entries involving 16,929 PCGs, 637 miRNAs, 193 lncRNAs, and 24,894 terms of ontologies. During the performance evaluation, OAHG shows the consistencies with existing gene interactions and the structure of ontology. For example, terms with more similar structure could be associated with more associated genes (Pearson correlation γ2 = 0.2428, p < 2.2e–16).
机译:OAHG是一种综合资源,旨在通过涉及基因本体论(GO),疾病本体论(DO)和人类表型本体论的多层次本体论为人类蛋白质编码基因(PCG),miRNA和lncRNAs建立全面的功能注释资源。 (HPO)。以前的许多研究都集中于从不同角度推断PCG和非编码RNA基因的推定特性和生物学功能。在过去的几十年中,已经设计了一些数据库来分别注释PCG,miRNA和lncRNA的功能。这些数据库中的部分功能描述已映射为标准化的术语,例如GO,这可能有助于进行进一步的分析。尽管取得了这些进展,但尚无全面的资源来记录这三种重要基因的功能。 OAHG的当前版本为1.0版(2016年6月),集成了涉及GO,DO和HPO的三种本体,六个基因功能数据库和两个交互数据库。当前,OAHG包含1,434,694个条目,涉及16,929个PCG,637个miRNA,193个lncRNA和24,894个本体术语。在性能评估中,OAHG展示了与现有基因相互作用和本体结构的一致性。例如,结构更相似的术语可能与更多的相关基因相关联(Pearson相关系数γ 2 = 0.2428,p <2.2e-16)。

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