Plasma proteomic analysis in canine DM showed a differential expression of alpha-2-HS glycoprotein, transthyretin, apolipoprotein A-I, and apolipoprotein A-IV compared with healthy dogs (Suemanotham et al., 2022). Here, APOA4 is linked to diabetes mellitus.