Can anyone please explain to me what dual diagnosis is?

My uncle's got it, and everytime I hear my relatives talk about him, it's always with a trace of either sympathy or disgust in their faces. I want to know what dual diagnosis really is, it just piques my curiosity.

: http://alcoholdrugstreatment.info/can-anyone-please-explain-to-me-what-dual-diagnosis-is