Supporting a SIRT7-SMAD4 axis in the regulation of breast cancer metastasis, negative correlation between Sirt7 and Smad4 protein levels was repeatedly observed in breast tumors isolated from PyMT; Sirt7tg mice and 4T1 xenograft models (Fig. 7e, f). The gene discussed is SIRT7; the disease is breast cancer.