In fact, pathogens (micro-organisms that cause disease) are almost never found in oxygen rich environments. As a result, people with a lot of oxygen in their bloodstream, are much healthier and much less apt to get a virus or a bacterial infection.
On the flip side, people without a lot of oxygen in their bodies will be more lackadaisical and more apt to sickness.