These findings underscore that tumors with NCOA7 low expression are characterized by associations with older age, higher tumor grade, American Joint Committee of Cancer (AJCC) tumor stage, and more aggressive radiological features, highlighting the potential of NCOA7 low expression as a marker for more aggressive tumor behavior and poorer prognosis in ccRCC. This evidence concerns the gene NCOA7 and neoplasm.