Tissue biopsies were obtained at baseline and at the end of the third cycle of therapy (after 2 doses of CY/nivolumab/GVAX and 1 dose of nivolumab/CRS-207 in Arm A and 2 doses of CY/GVAX and 1 dose of CRS-207 in Arm B). A blinded study pathologist selected biopsies containing >30% tumor cellularity for multiplex immunohistochemistry (IHC). Chromogenic sequential IHC was conducted on 5-micron formalin-fixed paraffin-embedded tissue sections as previously described (13 (link)). Three 12-plex multiplex IHC panels containing markers of lymphoid, myeloid, and T cell function were stained in the indicated order and condition shown in Supplementary Table 1. Whole slide scanning was conducted by Aperio ImageScope (Leica), image processing by CellProfiler Version 2.1.1, and visualization by ImageJ Version 1.48. Image cytometry data analysis was performed by FCS Express 6 Image Cytometry Version 6.03.0011 (De Novo Software, CA, USA) based on gating strategies previously reported (13 (link)). 16 immune cell lineages including lymphoid and myeloid cell populations were quantitatively evaluated by image cytometry according to lineage selective markers shown in Supplementary Table 2.