Tissue significances tests on DNA binding sequence motifs for human genes

Hua Yu, X. Gong
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Abstract

DNA binding sequence motifs are becoming increasingly important in the analysis of gene regulation, disease diagnosis and drug design. Although so far there are amount of tools available to discover these kinds of motifs, little was done to identify the biological functions, especially in tissue or cell type specific contributions, of those motifs. In this paper we used an integrated pipeline to discover sequences motifs for the promoter regions of human genes. Then we distinguished two types of motifs: tissue rich motifs (TRM) and tissue even motifs (TEM), using hypotheses test approaches including Bayesian hypothesis, Binomial distribution and traditional z-test.We finally got 233 overlapped TRMs and 56 TEMs. Most of those motifs are validated against JASPAR databases.
人类基因DNA结合序列基序的组织意义试验
DNA结合序列基序在基因调控分析、疾病诊断和药物设计中越来越重要。尽管到目前为止有大量的工具可用于发现这些基序,但很少有人能确定这些基序的生物学功能,特别是在组织或细胞类型的特定贡献方面。在本文中,我们使用了一个集成的管道来发现人类基因启动子区域的序列基序。然后利用贝叶斯假设、二项分布和传统的z检验等假设检验方法,区分组织富基图(TRM)和组织偶基图(TEM)两类基图。我们最终得到了233个重叠的trm和56个tem。大多数这些主题都是针对JASPAR数据库进行验证的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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