Marvel Knights: Spider-Man #2 (2004)

Down Among The Dead Men, Part Two
Peter sends MJ off to safety, and then starts running down his only leads. Not wanting to get the Avengers involved, and being unable to contact Nick Fury, he starts going to crime bosses to get the information he needs to find Aunt May.
Release Date: 2004