Multivariate Cox regression analyses in the TCGA dataset showed that XG and ZMAT3 were independent prognostic risk factors for breast cancer, and ZMAT3 had higher HR values, suggesting that it may be a key gene influencing the prognosis of breast cancer (Supplementary Figure S5M). This evidence concerns the gene ZMAT3 and breast carcinoma.