(2) In chronic heart failure (CHF), PLG demonstrated a positive causal relationship (p‐fdr < 0.05), while AZGP1 displayed a negative causal relationship (p‐fdr < 0.05). The gene discussed is AZGP1; the disease is congestive heart failure.