Patients who were subsequently diagnosed with P-DM also had significantly higher admission laboratory data reflecting inflammation and disease severity (CRP, ferritin, LDH, BNP, Cr, D-dimer, WBC, PT, and SBP) and lower SPO2 compared to those without P-DM (all p < 0.05). The gene discussed is NPPB; the disease is diabetes mellitus.