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通过比较基因组学发现脊椎动物中的调控元件。

Discovery of regulatory elements in vertebrates through comparative genomics.

作者信息

Prakash Amol, Tompa Martin

机构信息

Department of Computer Science and Engineering, Box 352350, University of Washington, Seattle, Washington 98195-2350, USA.

出版信息

Nat Biotechnol. 2005 Oct;23(10):1249-56. doi: 10.1038/nbt1140.

Abstract

We have analyzed issues of reliability in studies in which comparative genomic approaches have been applied to the discovery of regulatory elements at a genome-wide level in vertebrates. We point out some potential problems with such studies, including difficulties in accurately identifying orthologous promoter regions. Many of these subtle analytical problems have become apparent only when studying the more complex vertebrate genomes. By determining motif reliability, we compared existing tools when applied to the discovery of vertebrate regulatory elements. We then used a statistical clustering method to produce a computational catalog of high quality putative regulatory elements from vertebrates, some of which are widely conserved among vertebrates and many of which are novel regulatory elements. The results provide a glimpse into the wealth of information that comparative genomics can yield and suggest the need for further improvement of genome-wide comparative computational techniques.

摘要

我们分析了一些研究中的可靠性问题,这些研究采用了比较基因组学方法,旨在全基因组水平上在脊椎动物中发现调控元件。我们指出了此类研究中存在的一些潜在问题,包括准确识别直系同源启动子区域的困难。只有在研究更为复杂的脊椎动物基因组时,许多这些细微的分析问题才变得明显。通过确定基序可靠性,我们比较了现有工具在用于发现脊椎动物调控元件时的情况。然后,我们使用一种统计聚类方法,生成了一个来自脊椎动物的高质量假定调控元件的计算目录,其中一些在脊椎动物中广泛保守,许多是新型调控元件。这些结果让我们得以一窥比较基因组学所能产生的丰富信息,并表明有必要进一步改进全基因组比较计算技术。

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