SIRT7 and neoplasm: In accordance with the hyperactivation of the oncogenic EGF/Ras signaling pathway and the rapid tumor progression, Vegfa and Hif1α expression was significantly upregulated in PyMT;Sirt7+/− tumors (Supplementary Fig. 8c).