No evidence supports this. Lee Majors (born Harvey Lee Yeary, April 23, 1939) was born in Wyandotte, Michigan and raised in Midland, Michigan after his parents' deaths.
He attended Indiana University on football scholarship, then moved to Los Angeles for acting. No biographical record places him in Leetonia, Ohio (a village in Columbiana County).