It won't affect the quest ending. Like events they are for multiple ppl, so if one or two drop out during one, some other guys will finish it. Fail quest also affect the story of the game.
There is all kind of branching depending how the quest ended.
Also, there is no quests at the moment. After tournaments, when we got our first champions, quests will be available.