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Updated: Jul 3, 2026

Annotation of Plant Gene Function via Combined Genomics, Metabolomics and Informatics
Published on: June 17, 2012
Mining Metabolic Diversities Across Genomic Neighborhoods in Plants
Xuan Zhou1, Zhenhua Liu2,3
1Shanghai Collaborative Innovation Center of Agri-Seeds, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, China.
Abstract:
There is increasing evidence that genes in plant genomes are not randomly distributed. Notable examples are the recently identified biosynthetic gene clusters (BGCs), which encode various specialized metabolic pathways. The evolution of BGCs in plants is highly debated, mainly due to the complex interplay of gene duplication, cryptic genomic translocation, and selective pressures that drive their formation and diversification. We previously adopted genomic neighborhood (GN) analysis to identify and interpret evolutionary events and trajectories for BGCs specifically evolved in Brassicaceae. Here, we present step-by-step methods for conducting GN association analysis to identify significantly clustered genes, utilizing high-quality genomes from grass species as working materials. This pipeline provides a framework for understanding the organization (assessed by content similarity) and evolution (evaluated by sequence similarity) of plant BGCs, offering insights into the mechanisms underlying the distribution of genes involved in specialized metabolism.
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