Integrated network analysis and effective tools in plant systems biology

Front Plant Sci. 2014 Nov 4:5:598. doi: 10.3389/fpls.2014.00598. eCollection 2014.

Abstract

One of the ultimate goals in plant systems biology is to elucidate the genotype-phenotype relationship in plant cellular systems. Integrated network analysis that combines omics data with mathematical models has received particular attention. Here we focus on the latest cutting-edge computational advances that facilitate their combination. We highlight (1) network visualization tools, (2) pathway analyses, (3) genome-scale metabolic reconstruction, and (4) the integration of high-throughput experimental data and mathematical models. Multi-omics data that contain the genome, transcriptome, proteome, and metabolome and mathematical models are expected to integrate and expand our knowledge of complex plant metabolisms.

Keywords: flux balance analysis; genome-scale metabolic reconstruction; network visualization; pathway analysis; plant metabolism.

Publication types

  • Review