I think there are many factors - exercise is just one. Diet. Smoking (I assume your friend doesn't smoke). Stress. Genetics.
I am not sure what you mean by "riding a stationary bike at a leisurely pace". I have seen some people at gyms that are barely pedaling while watching TV or reading a magazine, and to me that seems like a leisurely pace.