Meta-Analysis of Hypoxic Transcriptomes from Public Databases

被引:32
作者
Bono, Hidemasa [1 ]
Hirota, Kiichi [2 ]
机构
[1] Res Org Informat & Syst, Joint Support Ctr Data Sci Res, Database Ctr Life Sci DBCLS, 1111 Yata, Mishima, Shizuoka 4118540, Japan
[2] Kansai Med Univ, Inst Biomed Sci, Dept Human Stress Response Sci, Hirakata, Osaka 5731010, Japan
基金
日本科学技术振兴机构;
关键词
hypoxia; transcriptome; RNA-seq; ChIP-seq; public database; meta-analysis; HIF-2-ALPHA; ARCHIVE; BINDING; GENES;
D O I
10.3390/biomedicines8010010
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Hypoxia is the insufficiency of oxygen in the cell, and hypoxia-inducible factors (HIFs) are central regulators of oxygen homeostasis. In order to obtain functional insights into the hypoxic response in a data-driven way, we attempted a meta-analysis of the RNA-seq data from the hypoxic transcriptomes archived in public databases. In view of methodological variability of archived data in the databases, we first manually curated RNA-seq data from appropriate pairs of transcriptomes before and after hypoxic stress. These included 128 human and 52 murine transcriptome pairs. We classified the results of experiments for each gene into three categories: upregulated, downregulated, and unchanged. Hypoxic transcriptomes were then compared between humans and mice to identify common hypoxia-responsive genes. In addition, meta-analyzed hypoxic transcriptome data were integrated with public ChIP-seq data on the known human HIFs, HIF-1 and HIF-2, to provide insights into hypoxia-responsive pathways involving direct transcription factor binding. This study provides a useful resource for hypoxia research. It also demonstrates the potential of a meta-analysis approach to public gene expression databases for selecting candidate genes from gene expression profiles generated under various experimental conditions.
引用
收藏
页数:11
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