Lady-neon - that sounds really hard
What kind of training did the trainer do? (some training techniques can really aggravate aggression). It is possible that she is genetically flawed and wouldn't respond to training, but its also possible she could respond well to different training techniques, especially if combined with medication which calms the dog to actually allow the training to work.