In univariate analysis, elevated age, PIR, former smoker status, DM, hypertension, hyperlipidemia, ALT, glycohemoglobin, TC, TG, lower HDL-c, SBP, and DBP were associated with a higher risk of HS (p < 0.05, Supplementary Table S2). Here, GPT is linked to hypertensive disorder.