Furthermore, we found three lipid-metabolism related genes HMGCS2, GPX2 and CD36 associated with the tumor immune microenvironment were significantly correlated with prognosis (Fig. 4b, c and d). The gene discussed is HMGCS2; the disease is neoplasm.