共 87 条
Network analysis for gene discovery in plant-specialized metabolism
被引:61
作者:

Higashi, Yasuhiro
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机构:
RIKEN Plant Sci Ctr, Tsurumi Ku, Yokohama, Kanagawa 2300045, Japan RIKEN Plant Sci Ctr, Tsurumi Ku, Yokohama, Kanagawa 2300045, Japan

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机构:
[1] RIKEN Plant Sci Ctr, Tsurumi Ku, Yokohama, Kanagawa 2300045, Japan
[2] Chiba Univ, Grad Sch Pharmaceut Sci, Chuo Ku, Chiba 2608675, Japan
关键词:
data mining;
functional genomics;
gene discovery;
network analysis;
omics;
plant-specialized metabolism;
systems biology;
MODEL DATA-ANALYSIS;
UV-B LIGHT;
SYSTEMS BIOLOGY;
ALKALOID BIOSYNTHESIS;
ARABIDOPSIS-THALIANA;
GLUCOSINOLATE BIOSYNTHESIS;
MORPHINE BIOSYNTHESIS;
REGULATORY INTERACTIONS;
HYPOTHESIS GENERATION;
COEXPRESSION NETWORKS;
D O I:
10.1111/pce.12069
中图分类号:
Q94 [植物学];
学科分类号:
071001 ;
摘要:
Recent omics technologies provide information on multiple components of biological networks. Web-based data mining tools are continuously being developed. Because genes involved in specialized (secondary) metabolism are often co-ordinately regulated at the transcriptional level, a number of gene discovery studies have been successfully conducted using network analysis, especially by integrating gene co-expression network analysis and metabolomic investigation. In addition, next-generation sequencing technologies are currently utilized in functional genomics investigations of Arabidopsis and non-model plant species including medicinal plants. Systems-based approaches are expected to gain importance in medicinal plant research. This review discussed network analysis in Arabidopsis and gene discovery in plant-specialized metabolism in non-model plants.
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页码:1597 / 1606
页数:10
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