The combinations of CTSD and CUX1 had the highest AUC (0.917; CI 0.680–0.995, p < 0.0001) (Fig. 7, Table 1), showing the best specificity and sensitivity in identifying AMI patients at risk of HF progression. The gene discussed is CTSD; the disease is hydrops fetalis.