PALLD and heart failure: We found that the expression trends of CALU and PALLD in GSE116250 were consistent with those in GSE5406 (Figure 6B), and that CALU and PALLD also had high accuracy in classifying heart failure samples, as evidenced by AUC >0.7 (Figure 6C).