A total of 7 clinical variables were identified as predictive factors: diabetes mellitus, blood platelet count, SIRI, NT-proBNP, TyG, TyG-BMI, and AIP (Figure 2 and Figure S2 in Multimedia Appendix 1). The gene discussed is AIP; the disease is diabetes mellitus.