In the United Kingdom airing of this episode on Channel 4, some scenes were cut out, some (mainly the first two, the scene in the Alleyway) were done rather poorly.
The scene where Homer confronts Snake in the alleyway is shortened so that Snake shooting Homer but the bullet bouncing back is cut, Homer seeing it was Flanders and Ned saying he's replacing his windows was kept in, making it make no sense as Ned wasn't near him at all in that time. As well as this, Ned coming over to Snake and asking him what would his mother say for doing that and Snake responding was cut but Ned telling Snake that he can change his life and Snake agreeing was kept in. It is assumed that it was due to there being a fair amount of blood visible from the gun shot wound. However, recent re-runs keep the scene of the Bullet bouncing back and hitting Snake in, as well as Ned saying he's replacing his windows before going to the next scene of Ned having replaced his windows.
Homer putting a plastic bag over Snake's head was cut as well.
The line from the erotic cake owner about what the cake is was cut as well (the one which Marge didn't want to know what it was).
The Bounty Hunter scene was cut in parts.
When Homer and Ned catch up to Fat Tony who was on the train, like with Snake, Homer putting a bag over Fat Tony's head was also cut as well as Homer putting a bag over his own head.
When the Irish stepdancers are introduced, Reel Around The Sun from Riverdance plays.
Erotic cakes previously appeared in the "Homer³" segment of "Treehouse of Horror VI", when a three-dimensional Homer found himself in the real world and visited an erotic cake shop.