At the protein level, PSMD1 was found to be upregulated in 4/5 (80%) CPTAC cancers [35], including breast cancer, colon cancer, clear cell renal cell carcinoma (RCC), and UCEC (Figure 1B). This evidence concerns the gene PSMD1 and breast cancer.