Univariate and multivariate analyses indicated that high frequency of CD44-/CD24- cancer cells or CSCs, positive lymph node metastasis, higher N stage, and TNBC were independent risk factors for poor DFS (Supplementary file 3). This evidence concerns the gene CD44 and cancer.