I've lost plenty to disease. Lost a 6 year old severum a few years ago to Popeye disease. That shit is nasty...
Basically the fish's eyes swell up until they eventually explode or the fish dies, or both.
Water quality is usually to blame, but not always. I've heard that often times disease is spread through bad feeder fish you put in the tank.