Decoding genes with coexpression networks and metabolomics - 'majority report by precogs'

被引:234
作者
Saito, Kazuki [1 ]
Hirai, Masarni Y. [1 ]
Yonekura-Sakakibara, Keiko [1 ]
机构
[1] Chiba Univ, Grad Sch Pharmaceut Sci, Inage Ku, Chiba 2638522, Japan
基金
日本学术振兴会;
关键词
D O I
10.1016/j.tplants.2007.10.006
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Following the sequencing of whole genomes of model plants, high-throughput decoding of gene function is a major challenge in modern plant biology. In view of remarkable technical advances in transcriptomics and metabolomics, integrated analysis of these 'omics' by data-mining informatics is an excellent tool for prediction and identification of gene function, particularly for genes involved in complicated metabolic pathways. The availability of Arabidopsis public transcriptome datasets containing data of >1000 microarrays reinforces the potential for prediction of gene function by transcriptome coexpression analysis. Here, we review the strategy of combining transcriptome and metabolome as a powerful technology for studying the functional genomics of model plants and also crop and medicinal plants.
引用
收藏
页码:36 / 43
页数:8
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