Integrated metagenomic analysis of the rumen microbiome of cattle reveals key biological mechanisms associated with methane traits.

•RMT-based approach can be used to construct condition-specific co-abundance networks.•The constructed co-abundance network exhibits a clear modular structure.•Certain trait-specific genes are highly over-represented in modules.•Key biological mechanisms associated with methane emission were revealed.