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本体注释:将基因组区域映射到生物学功能。

Ontology annotation: mapping genomic regions to biological function.

作者信息

Thomas Paul D, Mi Huaiyu, Lewis Suzanna

机构信息

Evolutionary Systems Biology Group, Artificial Intelligence Center, SRI International, Menlo Park, CA 94025, USA.

出版信息

Curr Opin Chem Biol. 2007 Feb;11(1):4-11. doi: 10.1016/j.cbpa.2006.11.039. Epub 2007 Jan 5.

Abstract

With numerous whole genomes now in hand, and experimental data about genes and biological pathways on the increase, a systems approach to biological research is becoming essential. Ontologies provide a formal representation of knowledge that is amenable to computational as well as human analysis, an obvious underpinning of systems biology. Mapping function to gene products in the genome consists of two, somewhat intertwined enterprises: ontology building and ontology annotation. Ontology building is the formal representation of a domain of knowledge; ontology annotation is association of specific genomic regions (which we refer to simply as 'genes', including genes and their regulatory elements and products such as proteins and functional RNAs) to parts of the ontology. We consider two complementary representations of gene function: the Gene Ontology (GO) and pathway ontologies. GO represents function from the gene's eye view, in relation to a large and growing context of biological knowledge at all levels. Pathway ontologies represent function from the point of view of biochemical reactions and interactions, which are ordered into networks and causal cascades. The more mature GO provides an example of ontology annotation: how conclusions from the scientific literature and from evolutionary relationships are converted into formal statements about gene function. Annotations are made using a variety of different types of evidence, which can be used to estimate the relative reliability of different annotations.

摘要

随着众多全基因组现已到手,以及关于基因和生物途径的实验数据不断增加,一种系统生物学的研究方法变得至关重要。本体提供了一种知识的形式化表示,既适合计算机分析,也适合人类分析,这是系统生物学的一个明显基础。将功能映射到基因组中的基因产物包括两个有点相互交织的工作:本体构建和本体注释。本体构建是一个知识领域的形式化表示;本体注释是将特定的基因组区域(我们简单地称为“基因”,包括基因及其调控元件以及蛋白质和功能性RNA等产物)与本体的各个部分相关联。我们考虑基因功能的两种互补表示:基因本体(GO)和途径本体。GO从基因的角度表示功能,与各级生物知识的庞大且不断增长的背景相关。途径本体从生化反应和相互作用的角度表示功能,这些反应和相互作用被组织成网络和因果级联。更成熟的GO提供了一个本体注释的例子:科学文献和进化关系中的结论如何转化为关于基因功能的形式化陈述。注释使用各种不同类型的证据进行,这些证据可用于估计不同注释的相对可靠性。

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