In addition, this review uniquely contributes by exploring the miRNA-regulated mechanisms, including the miR-21/YAP1, miR-324-3p/GPX4, and miR-101/RLIP76 axes, which play a pivotal role in flavonoid-mediated anti-RCC actions. This evidence concerns the gene RALBP1 and renal cell carcinoma.