In our study, for instance, five important pathways were identified by nsslasso (Lasso) in TCGA breast cancer concerning the occurrence of “new tumor event”, out of which the p53 signaling pathway is one of the most well-known pathways that is closely associated with the prognosis of breast cancer [53]. This evidence concerns the gene TP53 and breast carcinoma.