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表观遗传 DNA 甲基化分析方法,动态研究转录因子在基因表达中的功能活性。

Analysis method of epigenetic DNA methylation to dynamically investigate the functional activity of transcription factors in gene expression.

机构信息

Pattern Recognition and Intelligent System Institute, Automation College, Harbin Engineering University, Harbin, Heilongjiang, China.

出版信息

BMC Genomics. 2012 Oct 5;13:532. doi: 10.1186/1471-2164-13-532.

Abstract

BACKGROUND

DNA methylation is a fundamental component of epigenetic modification, which is intimately involved in the regulation of gene expression. One important DNA methylation pathway reduces the abilities of transcription factors to bind to gene promoter regions. Although many experiments have been designed to measure genome-wide DNA methylation levels at high resolution, the meaning of these different DNA methylation levels on transcription factor binding abilities remains poorly understood. We have, therefore, developed a method to quantitatively explore the extent to which DNA methylation levels can significantly reduce or even abolish the binding of certain transcription factors, resulting in reduced or non-expression of flanking genes. This method allows transcription factors that are functionally active in gene expression to be investigated.

RESULTS

The method is based on a general model that depicts the relationship between DNA methylation and transcription factor binding ability based on intrinsic component properties, and the model parameters can be optimized through relative analysis of recognized transcription factor binding status and gene expression profiling. With fixed models, transcription factors functionally active in the regulation of gene expression and affected by epigenetic DNA methylation can be identified and subsequently confirmed. The method identified eleven apparently functionally active transcriptional factors in SH-SY5Y neuroblastoma cells.

CONCLUSIONS

Compared with gene regulatory elements, epigenetic modifications are able to change to dynamically respond to signals from physical, biological and social environments. Our proposed method is therefore designed to provide a dynamic assessment to investigate functionally active transcription factors. With the information deduced from our method, we can predict transcription factor binding status in promoter regions to further investigate how a particular gene is regulated by a specific group of transcription factors organized in a particular pattern. This will be helpful in the diagnosis and development of treatment for numerous diseases, including cancer. Although the method only investigates DNA methylation, it has the potential to be applied to more epigenetic factors, such as histone modification.

摘要

背景

DNA 甲基化是表观遗传修饰的基本组成部分,它与基因表达的调控密切相关。一个重要的 DNA 甲基化途径降低了转录因子结合基因启动子区域的能力。尽管已经设计了许多实验来以高分辨率测量全基因组 DNA 甲基化水平,但这些不同的 DNA 甲基化水平对转录因子结合能力的意义仍不清楚。因此,我们开发了一种方法来定量探索 DNA 甲基化水平在多大程度上可以显著降低甚至消除某些转录因子的结合能力,从而导致侧翼基因的表达减少或不表达。这种方法允许研究在基因表达中具有功能活性的转录因子。

结果

该方法基于一个通用模型,该模型基于内在组件特性描述了 DNA 甲基化与转录因子结合能力之间的关系,并且可以通过相对分析识别的转录因子结合状态和基因表达谱来优化模型参数。使用固定模型,可以识别和随后确认在基因表达调控中具有功能活性且受表观遗传 DNA 甲基化影响的转录因子。该方法在 SH-SY5Y 神经母细胞瘤细胞中鉴定了十一个显然具有功能活性的转录因子。

结论

与基因调控元件相比,表观遗传修饰能够动态改变以响应来自物理、生物和社会环境的信号。因此,我们提出的方法旨在提供一种动态评估来研究具有功能活性的转录因子。根据我们的方法推断的信息,可以预测启动子区域中的转录因子结合状态,以进一步研究特定基因如何受到特定转录因子组以特定模式的调节。这将有助于包括癌症在内的许多疾病的诊断和治疗方法的发展。尽管该方法仅研究 DNA 甲基化,但它有可能应用于更多的表观遗传因子,如组蛋白修饰。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4ffb/3505177/3081d2ee056f/1471-2164-13-532-1.jpg

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