Collectively, while the statistical significance of the effect of HFD on the growth of these prostate cancer cells is not highly conclusive in this study, the observed trend, combined with the known role of ELOVL7 in lipid metabolism and prostate cancer progression, provides valuable insights. The gene discussed is ELOVL7; the disease is prostate carcinoma.