The univariate logistic regression analysis determined that male, body weight, administration period ≥ 7 days, SOFA score, pneumonia severity index (PSI), ALT, aspartate aminotransferase (AST), and total bilirubin (T-Bil) were potential independent variables in liver injury. The gene discussed is GPT; the disease is pneumonia.