The top contributing features identified for the combined model through RFECV included three molecular markers—miR342, NFKB1, and miR636—and two biochemical markers the albumin-to-creatinine ratio and HDLc, indicating their strong association with diabetes progression. Here, ALB is linked to diabetes mellitus.