Antibodies are shape-sensitive though, so there could be antibodies targeting the mis-folded protein. In fact, maybe many people exposed to them where able to develop an immune response and we just don't know about it because these people never had any symptoms (think about the survivor bias, but in reverse, or from the point of view of the prion).