The above findings suggested that TFE3 rRCC should be a type of atypical tumor in line with the Warburg Effect, and the mitochondrial respiration could play a crucial role in the progression of TFE3 rRCC due to the aberrantly active TFE3 fusion protein. The gene discussed is TFE3; the disease is neoplasm.