Knockout of ACLY-BP significantly suppresses the proliferation of clear cell renal cell lines, suggesting its important role in maintaining the stability of ATP citrate lyase (ACLY), leading lipid metabolic shift to promote cell proliferation in clear cell RCC (ccRCC) (Figure 2) [65]. The gene discussed is ACLY; the disease is nonpapillary renal cell carcinoma.