With the Afterbirth expansion, there a new way to get to The Lost, by sacrificing Isaac in the Sacrifice Room while holding the Missing Poster. The bad news is, I don't know where to get the Missing Poster. I have already unlocked it, but I can't find it. 

So my question is: what is the best way to unlock The Lost in Afterbirth?