Clear cell renal cell carcinoma (ccRCC), the most common subtype of kidney cancer, exhibits notable metabolic reprogramming. We previously reported elevated HDAC7, a class II histone deacetylase, in ccRCC. Here, we demonstrate that HDAC7 promotes aggressive phenotypes and in vivo tumor progression in RCC. HDAC7 suppresses the expression of genes mediating branched-chain amino acid (BCAA) catabolism. Notably, lower expression of BCAA catabolism genes is strongly associated with worsened survival in ccRCC. Suppression of BCAA catabolism promotes expression of SNAIL1, a central mediator of aggressive phenotypes including migration and invasion. HDAC7-mediated suppression of the BCAA catabolic program promotes messenger RNA transcription via NOTCH signaling activation. Collectively, our findings provide innovative insights into the role of metabolic remodeling in ccRCC tumor progression.