In addition to identifying the frequency of pneumonia in these populations, this study aims to examine differences in patient demographics and key clinical biomarkers, including CRP, D-dimer, oxygen saturation, serum GRP78, and lymphocyte levels. Here, HSPA5 is linked to pneumonia.