This study aims to analyze the influencing factors of N-terminal pro-B-type natriuretic peptide (NT-proBNP) expression levels in patients with unstable angina pectoris (UAP) using a logistic regression model, establish a prediction model with internal validation, and propose corresponding intervention strategies. The gene discussed is NPPB; the disease is intermediate coronary syndrome.