Great game, but Edmund mcmillen actually made a statement on the game's story. He made it after his step-dad had died, so he made this game as a representation of what he imagined his mother to feel. Something along those lines.
Despite the game's constant themes involving love and fertilization, this game is actually about death and how people dwell on it. Again, I am only paraphrasing.