SPP1 and susceptibility to pneumonia measurement: In summary, we find that AECOPD patients with pneumonia have more abnormal clinical features, similar short-term outcomes, and higher levels of inflammatory biomarkers, including CRP, PCT, OPN, and Neu but except sTREM-1 and EOS, compared to those with pneumonia.