When stepwise logistic regression was applied to find the best model for the prediction of no response or progression in the stepwise treatment of MP pneumonia, the AUC was 0.9406, which included sex, severity of pneumonia, and MP-specific IgM at the time of admission (Figure 1D). Here, CD40LG is linked to pneumonia.