It can be seen from Figure 1 that the gene CCND1, which was ranked 1st in the 1010 DEGs, had the most connections to the cancer-related pathways, indicating it was an important feature for the prediction of the clinical endpoint of breast cancer. This evidence concerns the gene CCND1 and breast cancer.