MASP1 and pertussis: Furthermore, we assessed the importance of these 32 genes using the RF algorithm (Fig. 3E and F) and identified pertussis feature genes through the SVM-RFE analysis method (Fig. 3G), pinpointing a key mRNA: MASP1 (Fig. 3H).