Any visitor that had the direct link to a participant donation page in a Thon event and attempts to donate after the participant has been deleted in Sphere will receive a message stating We can not locate the Participant you requested.  There will be a link that gives the visitor the option to go back to the Participant search screen.

Donations cannot be made in the name of a participant who has been removed from within Sphere.