We identified that FN1, COL3A1, CDKN1B, and PRKCE are among the genes associated with this signaling pathway, potentially involved in mediating HMGB1 to affect DM phenotype through RAGE (Fig. 5D). The gene discussed is CDKN1B; the disease is diabetes mellitus.