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系统发育生物学:本体论在注释模型以及识别物种内部和跨物种基因功能中的应用。

Systems developmental biology: the use of ontologies in annotating models and in identifying gene function within and across species.

作者信息

Bard Jonathan

机构信息

School of Biomedical Sciences, Edinburgh University, Edinburgh, EH8 9XD, UK.

出版信息

Mamm Genome. 2007 Jul;18(6-7):402-11. doi: 10.1007/s00335-007-9027-3. Epub 2007 Jun 14.

Abstract

Systems developmental biology is an approach to the study of embryogenesis that attempts to analyze complex developmental processes through integrating the roles of their molecular, cellular, and tissue participants within a computational framework. This article discusses ways of annotating these participants using standard terms and IDs now available in public ontologies (these are areas of hierarchical knowledge formalized to be computationally accessible) for tissues, cells, and processes. Such annotations bring two types of benefit. The first comes from using standard terms: This allows linkage to other resources that use them (e.g., GXD, the gene-expression [G-E] database for mouse development). The second comes from the annotation procedure itself: This can lead to the identification of common processes that are used in very different and apparently unrelated events, even in other organisms. One implication of this is the potential for identifying the genes underpinning common developmental processes in different tissues through Boolean analysis of their G-E profiles. While it is easiest to do this for single organisms, the approach is extendable to analyzing similar processes in different organisms. Although the full computational infrastructure for such an analysis has yet to be put in place, two examples are briefly considered as illustration. First, the early development of the mouse urogenital system shows how a line of development can be graphically formalized using ontologies. Second, Boolean analysis of the G-E profiles of the mesenchyme-to-epithelium transitions that take place during mouse development suggest Lhx1, Foxc1, and Meox1 as candidate transcription factors for mediating this process.

摘要

系统发育生物学是一种研究胚胎发生的方法,它试图通过在计算框架内整合分子、细胞和组织参与者的作用来分析复杂的发育过程。本文讨论了使用公共本体中现有的标准术语和标识符(这些是形式化为可计算访问的层次知识领域)对这些参与者进行注释的方法,这些本体涉及组织、细胞和过程。这种注释带来两种好处。第一种好处来自使用标准术语:这允许与使用这些术语的其他资源建立联系(例如,GXD,小鼠发育的基因表达[G-E]数据库)。第二种好处来自注释过程本身:这可能导致识别在非常不同且明显不相关的事件中使用的共同过程,甚至在其他生物体中也是如此。这一结果的一个含义是,通过对基因表达谱进行布尔分析,有可能识别出不同组织中共同发育过程的基础基因。虽然对单个生物体进行此操作最为容易,但该方法可扩展到分析不同生物体中的类似过程。尽管尚未建立用于此类分析的完整计算基础设施,但简要考虑了两个例子作为说明。首先,小鼠泌尿生殖系统的早期发育展示了如何使用本体将一条发育线路以图形方式形式化。其次,对小鼠发育过程中发生的间充质到上皮转变的基因表达谱进行布尔分析,表明Lhx1、Foxc1和Meox1是介导此过程的候选转录因子。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e9b1/1998887/c940bf742d34/335_2007_9027_Fig1_HTML.jpg

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