PlantReg:转录因子调控网络及其控制下的生物过程之间联系的重建。

IF 1 Q3 AGRICULTURE, MULTIDISCIPLINARY
V V Lavrekha, N A Omelyanchuk, A G Bogomolov, E V Zemlyanskaya
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引用次数: 0

摘要

描述从一个基因到一个性状的路径,作为生物学许多领域的主要任务,目前正在配备新的方法,不仅影响实验技术,而且影响结果的分析。基因的多效性是由于它参与了许多涉及不同性状的生物过程。转录物和转录因子(TF)结合区全基因组测序的广泛使用使得以下任务相关:揭示基于其靶基因功能的TF的多效效应;编制调节感兴趣的生物过程的tf清单;并描述了TF的功能方式(它们的主要和次要目标,高阶目标,TF在研究过程中的相互作用)。我们之前已经开发了一种重建TF调控网络的方法,并提出了一种方法,可以确定哪些生物过程由这些网络控制,以及这种控制是如何发挥作用的。在本文中,我们将该方法实现为PlantReg,一个可作为web服务的程序。这篇论文描述了这个程序是如何工作的。输入包括一系列基因和一系列已知的或假定的这些基因的转录调控因子。作为输出,该程序提供了丰富了这些基因的生物过程的列表,以及由哪些tf和通过哪些基因控制这些过程的信息。利用PlantReg,我们确定了由盐胁迫刺激的生物过程,以及激活每个过程的特定TFs集。以其中一个过程(对脱落酸的反应)为例,我们发现盐胁迫主要影响脱落酸信号传导,并确定了该调控中的关键TFs。因此,PlantReg是一个方便的工具来产生关于控制植物性状的分子机制的假设。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

PlantReg: the reconstruction of links between transcription factor regulatory networks and biological processes under their control.

PlantReg: the reconstruction of links between transcription factor regulatory networks and biological processes under their control.

PlantReg: the reconstruction of links between transcription factor regulatory networks and biological processes under their control.

PlantReg: the reconstruction of links between transcription factor regulatory networks and biological processes under their control.

The description of the path from a gene to a trait, as the main task of many areas in biology, is currently being equipped with new methods affecting not only experimental techniques, but also analysis of the results. The pleiotropic effect of a gene is due to its participation in numerous biological processes involved in different traits. A widespread use of genome-wide sequencing of transcripts and transcription factor (TF) binding regions has made the following tasks relevant: unveiling pleiotropic effects of TFs based on the functions of their target genes; compiling the lists of TFs that regulate biological processes of interest; and describing the ways of TF functioning (their primary and secondary targets, higher order targets, TF interactions in the process under study). We have previously developed a method for the reconstruction of TF regulatory networks and proposed an approach that allows identifying which biological processes are controlled by these networks and how this control is exerted. In this paper, we have implemented the approach as PlantReg, a program available as a web service. The paper describes how the program works. The input consists of a list of genes and a list of TFs - known or putative transcriptional regulators of these genes. As an output, the program provides a list of biological processes enriched for these genes, as well as information about by which TFs and through which genes these processes are controlled. We illustrated the use of PlantReg deciphering transcriptional regulation of processes initiated at the early salt stress response in Arabidopsis thaliana L. With PlantReg, we identified biological processes stimulated by the stress, and specific sets of TFs that activate each process. With one of these processes (response to abscisic acid) as an example, we showed that salt stress mainly affects abscisic acid signaling and identified key TFs in this regulation. Thus, PlantReg is a convenient tool for generating hypotheses about the molecular mechanisms that control plant traits.

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来源期刊
Vavilovskii Zhurnal Genetiki i Selektsii
Vavilovskii Zhurnal Genetiki i Selektsii AGRICULTURE, MULTIDISCIPLINARY-
CiteScore
1.90
自引率
0.00%
发文量
119
审稿时长
8 weeks
期刊介绍: The "Vavilov Journal of genetics and breeding" publishes original research and review articles in all key areas of modern plant, animal and human genetics, genomics, bioinformatics and biotechnology. One of the main objectives of the journal is integration of theoretical and applied research in the field of genetics. Special attention is paid to the most topical areas in modern genetics dealing with global concerns such as food security and human health.
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