What do I call my aunt and uncle?

Were you and your sister baptised when you were younger?? If so, most churches require GODPARENTS, who are to take over your care (or at least your religious upbringing/teaching) should something happen to your parents. If your Aunt Mel and Uncle Johnny were listed as such, then just call them your godparents. There is nothing wrong with calling them Aunt/Uncle.