By employing ComBat to correct for batch effects in our study and focusing on the top DEGs, we highlighted genes such as TPX2, MKI67, EXO1, and CTHRC 1, which exhibited progressive upregulation from infection to cancer. Here, TPX2 is linked to cancer.