I'd recommend Full metal Alchemist, but tragedy isn't what's mainly about. However when it does try to be sad, it does so much more effectively than most manga.
Now and Then, Here and There sounds closer to what you're looking for, but it's an anime.
edit: ignore this post. It isn't what you're looking for.