| I've worked with trainers who would work through sickinesses. And I mean "work through" as in, they would workout to kill the sicknesses.
For bacterial diseases, raising your body temperature is a good way to kill the bacteria off. That is why you get fevers in many cases -- as a defense mechanism of your body's. | 
WorldFitness Training Forum
