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Management and Analysis of Genomic Functional and Phenotypic Controlled Annotations to Support Biomedical Investigation and Practice

机译:基因组功能和表型受控注释的管理和分析,以支持生物医学研究和实践

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The growing available genomic information provides new opportunities for novel research approaches and original biomedical applications that can provide effective data management and analysis support. In fact, integration and comprehensive evaluation of available controlled data can highlight information patterns leading to unveil new biomedical knowledge. Here, we describe Genome Function INtegrated Discover (GFINDer ), a Web-accessible three-tier multidatabase system we developed to automatically enrich lists of user-classified genes with several functional and phenotypic controlled annotations, and to statistically evaluate them in order to identify annotation categories significantly over- or underrepresented in each considered gene class. Genomic controlled annotations from Gene Ontology (GO), KEGG, Pfam, InterPro, and Online Mendelian Inheritance in Man (OMIM) were integrated in GFINDer and several categorical tests were implemented for their analysis. A controlled vocabulary of inherited disorder phenotypes was obtained by normalizing and hierarchically structuring disease accompanying signs and symptoms from OMIM Clinical Synopsis sections. GFINDer modular architecture is well suited for further system expansion and for sustaining increasing workload. Testing results showed that GFINDer analyses can highlight gene functional and phenotypic characteristics and differences, demonstrating its value in supporting genomic biomedical approaches aiming at understanding the complex biomolecular mechanisms underlying patho-physiological phenotypes, and in helping the transfer of genomic results to medical practice.
机译:越来越多的可用基因组信息为新颖的研究方法和原始的生物医学应用程序提供了新的机会,这些方法和方法可以提供有效的数据管理和分析支持。实际上,对可用控制数据的集成和综合评估可以突出信息模式,从而揭示新的生物医学知识。在这里,我们描述了基因组功能整合发现(GFINDer),这是一个我们可以开发的可通过网络访问的三层多数据库系统,该系统通过使用几个功能和表型受控的注释自动丰富用户分类基因的列表,并对其进行统计评估以识别注释在每个考虑的基因类别中,类别明显过高或不足。来自基因本体论(GO),KEGG,Pfam,InterPro和在线孟德尔在线遗传(OMIM)的基因组控制注释已集成到GFINDer中,并实施了几种分类测试进行分析。通过归一化和分级构建来自OMIM临床提要部分的体征和症状的疾病,可以得到遗传性疾病表型的受控词汇表。 GFINDer模块化体系结构非常适合于进一步的系统扩展和维持不断增加的工作量。测试结果表明,GFINDer分析可以突出基因功能和表型特征和差异,证明其在支持基因组生物医学方法方面的价值,该方法旨在了解病理生理表型背后的复杂生物分子机制,并有助于将基因组结果转移到医学实践中。

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