The results demonstrated that NPAR, cancer, K+, SpO2, AB, hs−CRP, LYM, Glu, LDL−C, cTnT, BUN, STEMI, Killip classification, and LVEF were identified as independent risk factors for acute liver injury in this population. The gene discussed is TNNT2; the disease is cancer.