Original: William Hartnell himself suggested that Patrick Troughton should be cast as the new Doctor. In Episode 4 of the serial The Tenth Planet, the First Doctor regenerated into Troughton's Second Doctor.
Simplified: Patrick Troughton became the new Doctor.