We found that the PPPCs family had high diagnostic accuracy for breast cancer, with PPP1CA, PPP4C and PPEF1 having the highest diagnostic accuracy (Figure 3, Supplementary Table 4–5). This evidence concerns the gene PPEF1 and breast carcinoma.