These analyses rigorously adjusted for a comprehensive set of potential clinical confounders, including age, sex, diabetic control (HbA1c, diabetes duration), renal function (eGFR, Scr), preoperative interventions (retinal photocoagulation, adjuvant anti-VEGF agents), and anatomical complexity (FVP grade, CS score). Here, VEGFA is linked to diabetes mellitus.