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一种用于全基因组鉴定受转录因子调控基因的稳健分析流程:使用gSELEX-Seq和RNA-Seq进行的组合分析

A Robust Analytical Pipeline for Genome-Wide Identification of the Genes Regulated by a Transcription Factor: Combinatorial Analysis Performed Using gSELEX-Seq and RNA-Seq.

作者信息

Kojima Takaaki, Kunitake Emi, Ihara Kunio, Kobayashi Tetsuo, Nakano Hideo

机构信息

Department of Bioengineering Sciences, Graduate School of Bioagricultural Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan.

Department of Biological Mechanisms and Functions, Graduate School of Bioagricultural Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan.

出版信息

PLoS One. 2016 Jul 13;11(7):e0159011. doi: 10.1371/journal.pone.0159011. eCollection 2016.

Abstract

For identifying the genes that are regulated by a transcription factor (TF), we have established an analytical pipeline that combines genomic systematic evolution of ligands by exponential enrichment (gSELEX)-Seq and RNA-Seq. Here, SELEX was used to select DNA fragments from an Aspergillus nidulans genomic library that bound specifically to AmyR, a TF from A. nidulans. High-throughput sequencing data were obtained for the DNAs enriched through the selection, following which various in silico analyses were performed. Mapping reads to the genome revealed the binding motifs including the canonical AmyR-binding motif, CGGN8CGG, as well as the candidate promoters controlled by AmyR. In parallel, differentially expressed genes related to AmyR were identified by using RNA-Seq analysis with samples from A. nidulans WT and amyR deletant. By obtaining the intersecting set of genes detected using both gSELEX-Seq and RNA-Seq, the genes directly regulated by AmyR in A. nidulans can be identified with high reliability. This analytical pipeline is a robust platform for comprehensive genome-wide identification of the genes that are regulated by a target TF.

摘要

为了鉴定受转录因子(TF)调控的基因,我们建立了一种分析流程,该流程结合了基因组指数富集配体系统进化(gSELEX)-Seq和RNA-Seq。在这里,SELEX用于从构巢曲霉基因组文库中筛选与构巢曲霉的转录因子AmyR特异性结合的DNA片段。对通过筛选富集的DNA进行高通量测序,随后进行各种计算机分析。将读数映射到基因组揭示了包括典型AmyR结合基序CGGN8CGG以及受AmyR控制的候选启动子在内的结合基序。同时,通过对构巢曲霉野生型(WT)和amyR缺失突变体的样本进行RNA-Seq分析,鉴定了与AmyR相关的差异表达基因。通过获取使用gSELEX-Seq和RNA-Seq检测到的基因的交集,可以高度可靠地鉴定构巢曲霉中受AmyR直接调控的基因。这种分析流程是一个强大的平台,可用于在全基因组范围内全面鉴定受目标转录因子调控的基因。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/003e/4943734/28a021706317/pone.0159011.g001.jpg

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