In this study, the odds ratios (ORs) of eight genes in the risk prediction model were more than 1, suggesting that the aforementioned genes, such as ACOX1 and DUT, facilitate lymph node metastasis in BC. This evidence concerns the gene ACOX1 and breast cancer.