The improved AUC for SCD prediction (composite risk score model 0.877 vs. NT-proBNP 0.863) underscores the prognostic value of integrating fibrotic signaling markers into conventional hemodynamic assessments. This evidence concerns the gene NPPB and Schnyder corneal dystrophy.