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EXPath工具——一个用于从高通量转录组数据中全面分析调控通路和共表达网络的系统。

EXPath tool-a system for comprehensively analyzing regulatory pathways and coexpression networks from high-throughput transcriptome data.

作者信息

Zheng Han-Qin, Wu Nai-Yun, Chow Chi-Nga, Tseng Kuan-Chieh, Chien Chia-Hung, Hung Yu-Cheng, Li Guan-Zhen, Chang Wen-Chi

机构信息

Institute of Tropical Plant Sciences, College of Biosciences and Biotechnology, National Cheng Kung University, Tainan 701, Taiwan.

出版信息

DNA Res. 2017 Aug 1;24(4):371-375. doi: 10.1093/dnares/dsx009.

Abstract

Next generation sequencing (NGS) has become the mainstream approach for monitoring gene expression levels in parallel with various experimental treatments. Unfortunately, there is no systematical webserver to comprehensively perform further analysis based on the huge amount of preliminary data that is obtained after finishing the process of gene annotation. Therefore, a user-friendly and effective system is required to mine important genes and regulatory pathways under specific conditions from high-throughput transcriptome data. EXPath Tool (available at: http://expathtool.itps.ncku.edu.tw/) was developed for the pathway annotation and comparative analysis of user-customized gene expression profiles derived from microarray or NGS platforms under various conditions to infer metabolic pathways for all organisms in the KEGG database. EXPath Tool contains several functions: access the gene expression patterns and the candidates of co-expression genes; dissect differentially expressed genes (DEGs) between two conditions (DEGs search), functional grouping with pathway and GO (Pathway/GO enrichment analysis), and correlation networks (co-expression analysis), and view the expression patterns of genes involved in specific pathways to infer the effects of the treatment. Additionally, the effectively of EXPath Tool has been performed by a case study on IAA-responsive genes. The results demonstrated that critical hub genes under IAA treatment could be efficiently identified.

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e6ab/5737374/414b8463978f/dsx009f1.jpg

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