The validation results of the breast cancer prognosis model constructed by multivariate regression risk analysis showed that PCDH12, SLIT3, ACVRL1 and DLL4 genes are considerably different in the high-risk and low-risk breast cancer group, which can be used as risk factors for breast cancer prognosis. This evidence concerns the gene ACVRL1 and breast cancer.