Meanwhile, K-Ras4B displayed AUC of 0.688, sensitivity of 51.42, and specificity of 68.57, indicating a more significant reliability of K-Ras4A than that of K-Ras4B in breast cancer prediction. This evidence concerns the gene KRAS and breast cancer.