I had also found a record of Servatius Fischer's christening listed as: 4 Nov 1831 Duppach, Rheinland, Preussen
and the parent names were listed as Joseph Fischer and Anna Maria Neissen as you said.
After checking around, my mother thinks your original spelling of his wife's (Katherine) name was Zilligen.