You can select the body font for your Print version by editing your theme on the Formatting Tab.
The body font settings in ePubs are intended to be controlled by the reader on their individual reading devices or apps and are not programmed into the file.
If you need more help with creating or editing your theme, I would recommend checking out this tutorial: https://www.atticus.io/create-a-custom-theme/