EVPL and ENTPD3 are significantly involved in immunological pathways and are closely associated with the aberrant immune landscapes and altered immune responses of the two diseases, highlighting the importance of focusing on immunological mechanisms in the comorbidity of T2DM and CRC. This evidence concerns the gene ENTPD3 and type 2 diabetes mellitus.