The logistic regression results of this study showed 11 independent risk factors for SMPP, including (1) representative biomarkers with immunomodulatory and inflammatory effects: AGR, NLR, CRP, ESR, MPV and (2) clinical features: age, coinfection, pleural effusion, primary disease, fever days and wheeze. The gene discussed is CRP; the disease is Pleural effusion.