MUC5AC and type 2 diabetes mellitus: Multi-omics frameworks integrate genomic, transcriptomic, and metabolomic data, linking microbial activity to host phenotypes-such as Akkermansia muciniphila’s mucin degradation in metabolic health or Muribaculaceae’s upregulated carbohydrate metabolism in T2D.