According to Figure 9A–D, changes in intestinal flora brought on by a long-term HFD can have varying degrees of effects on metabolism, renal cell carcinoma, the renin–angiotensin system, and the transport and catabolism systems. The gene discussed is REN; the disease is renal cell carcinoma.