Meanwhile, we identified COX11 as a potential immune-related molecular marker closely related to T2DM-promoted CRC progression, and found that it might be closely related to macrophages in tumor tissues by immune infiltration and single-cell transcriptome analysis. Here, COX11 is linked to type 2 diabetes mellitus.