After multivariate adjustment (age, sex, duration of diabetes, glycaemic control, control of blood pressure, insulin, smoking, drinking, AVR, and PAVR), PA was a protective factor against moderate and severe NPDR. The gene discussed is INS; the disease is diabetes mellitus.