The spouse of one of my co-workers died of liver failure at 45 years old. His 3 school age children and his wife watched him turn yellow and die just like the man you describe above. He kept drinking right up to the final day when he was taken to the hospital to die, which lasted about a week.
So while it can certainly come "out of the blue", there are a lot of indicators leading up to it that we all recognize.