As shown in Table 2, age, male, SBP, DBP, HR, WC, hip circumference, smoking, hypertension, hyperlipidemia, diabetes, stroke, CKD, TG, TC, HDL-c, LDL-c, ALT and ALP were all positively associated with FPG level (p < 0.05). The gene discussed is GPT; the disease is Stroke.