In this retrospective observational study, a negative correlation between PC ratio and risk of moderate-to-severe pneumonia was found, independent of likely confounders, including age, gender, hypertension, total protein, albumin, lactic dehydrogenase, and lymphocyte (Table 2). This evidence concerns the gene ALB and Hypertension.