Moreover, we demonstrated the diagnostic value of FTO in BC through ROC curve analysis, revealing an AUC of 0.705 [0.630–0.780], sensitivity of 51.79%, and specificity of 90.63%. The gene discussed is FTO; the disease is breast cancer.