First, we used the data from the PAAD project in the TISIDB database to explore the relationship between APOBEC1/3A/3G/3H expression and the level of tumor infiltrating cells and multiple immunomodulators based on various immunological markers in PAAD. Here, APOBEC1 is linked to neoplasm.