In accordance, high expression of BMP-1 was associated with EMT, angiogenesis, hypoxia pathway, KRAS signaling and shorter overall survival in renal cell carcinoma [27]. This evidence concerns the gene KRAS and hereditary clear cell renal cell carcinoma.