To identify the key molecules mediating the interaction between immune evasion and metabolic reprogramming in breast cancer, this study utilized TCGA and GEO data, applying WGCNA and machine learning algorithms to screen out SELENOP and PKMYT1 genes closely related to immunity and metabolism, as shown in Fig. 1. This evidence concerns the gene PKMYT1 and breast carcinoma.