How do I explain the illness to family, close friends, and others?  

Depends. This really depends on the specifics of ones situation, how much one wishes to discuss and the relationship with family members etc. If this is an issue you doctor who knows you specifics may be able to help.
Which illness? I guess it really doesn't matter. Honesty is always the best policy. Just tell them straight up what you've got.