Born in Bolton, a town near Manchester, England, Horrobin attended Queen Elizabeth's Grammar School, Blackburn, and King's College in Wimbledon.
Following participation in the Flying Doctor Service in east Africa, Horrobin was appointed as professor and chairman of medical physiology at Nairobi University in Kenya.