In conclusion, multivariate logistic regression analysis in our study demonstrated that exposure history, elevated ALT and LDH, absence of rhinorrhea, lymphopenia, and bilateral involvement in chest CT imaging were predictors for COVID-19. Here, GPT is linked to lymphopenia.