Goldin Auctions says James gave the jersey to its current owner, an unidentified seller who attended the school.
The auction house says 5% of the proceeds will go to the Naismith Memorial Basketball Hall of Fame in Springfield, Massachusetts.
The auction runs until Oct. 19. Early bidding reached $37,000.
James now plays for the Los Angeles Lakers.