Prokaryotes harbor a various proportion of accessory genes in their genomes. The integration of accessory functions with the core regulation network is critical for environmental adaptation, particularly considering a theoretically unlimited number of niches on the earth for microorganisms. Comparative genomics can reveal a co-occurrence pattern between a subset of accessory genes (or variations in core genes) and an adaptation trait, while comparative transcriptomics can further uncover whether a coordinated regulation of gene expression is involved. In this chapter, we introduce a protocol for weighted gene coexpression network construction by using well-developed open source tools, and a further application of such a network in comparative analysis of bacterial core and accessory genes.
Keywords: Accessory gene; Coexpression; Core gene; Network analysis; Orthologs; WGCNA.