 Subjects who have PD or a CR after the standard chemotherapy are not eligible for the study. Following entry into the trial, patients will go on a treatment holiday from chemotherapy and enter an immunotherapy phase of treatment. Continuation of HER2-targeted antibody therapy is permitted during this immunotherapy phase for women with HER2 disease. Scans will be conducted at 6 and 12 weeks after the start of Ad-RTS-hIL-12 immunotherapy to determine tumor response. Radiographic PD at week 6 must be confirmed at least 4 weeks later, either at week 12 or earlier if clinically necessitated. 