Logistic regression analysis identified female sex (odds ratio [OR] 3.831, 95% confidence interval [CI] 1.254–11.705, p = 0.018), presence of hypertension (OR 0.367, 95% CI 0.166–0.809, p = 0.013), total cholesterol (OR 0.990, 95% CI 0.982–0.999, p = 0.031), and ALT (OR 0.967, 95% CI 0.941–0.995, p = 0.019) as significant predictors of underweight/normal BMI gout. This evidence concerns the gene GPT and gout.