When someone says that it has nothing to do with them it is clear by that sentence that they do not want to get involved. Example: If a person went to someone and complained about an argument they had with their mate or with a friend that person you are complaining too may not want to listen or get involved so they will say 'it has nothing to do with me.' This is a signal they do not want to hear about it.
