Univariate logistic analysis revealed that creatinine, cystatin C, Apo B, LDL-C, and TC were high risk factors for kidney stone recurrence among those with BMI ≥ 25 kg/m2, while eGFR was a protective factor. The gene discussed is CST3; the disease is nephrolithiasis.