H6PD and renal cell carcinoma: Given that caffeine shares a similar purine structure with the coenzyme NADP+ and the important roles of G6PDH-mediated redox homeostasis in RCC development and progression, we hypothesized that caffeine might compete with NADP+ for binding to G6PDH, thereby disrupting redox homeostasis and suppressing RCC proliferation.