Visual analysis of transcriptome data in the context of anatomical structures and biological networks

被引:6
作者
Junker, Astrid [1 ]
Rohn, Hendrik [1 ]
Schreiber, Falk [1 ,2 ,3 ]
机构
[1] Leibniz Inst Plant Genet & Crop Plant Res Gatersl, D-06466 Gatersleben, Germany
[2] Univ Halle Wittenberg, Inst Comp Sci, D-06108 Halle, Germany
[3] Monash Univ, Clayton Sch Informat Technol, Clayton, Vic, Australia
来源
FRONTIERS IN PLANT SCIENCE | 2012年 / 3卷
关键词
omics data visualization; expression atlas; data integration; color-coding; biological network; systems biology graphical notation; visual analytics; GENE-EXPRESSION MAP; LASER MICRODISSECTION; REGULATORY NETWORKS; SEED DEVELOPMENT; VISUALIZATION; REPOSITORY; REVEALS; GENOME; TISSUE; MODEL;
D O I
10.3389/fpls.2012.00252
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
The complexity and temporal as well as spatial resolution of transcriptome datasets is constantly increasing due to extensive technological developments. Here we present methods for advanced visualization and intuitive exploration of transcriptomics data as necessary prerequisites in order to facilitate the gain of biological knowledge. Color-coding of structural images based on the expression level enables a fast visual data analysis in the background of the examined biological system. The network-based exploration of these visualizations allows for comparative analysis of genes with specific transcript patterns and supports the extraction of functional relationships even from large datasets. In order to illustrate the presented methods, the tool HIVE was applied for visualization and exploration of database-retrieved expression data for master regulators of Arabidopsis thaliana flower and seed development in the context of corresponding tissue-specific regulatory networks.
引用
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页数:13
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