The origin of the mutated Geonosians can be traced back to a Geonosian Queen who had undergone mutation, as engineered by the Sith Lord Darth Malora. This occurred approximately during the period of renewed hostilities known as the new conflict between the Sith Empire and the Galactic Republic. The queen is detailed here.