Intersecting the ten hub genes acquired by the MCODE plug-in with the feature genes obtained by the RF and LASSO techniques yielded four CSA- signature genes for heart failure, namely STAT3, MAP2k1, CEBPB, and MYC (Figure 6D). This evidence concerns the gene STAT3 and heart failure.