CD14 and neoplasm: PD-L1 was upregulated both on target tumor cells and on CD14+ monocytes embedded in the 3D device collagen gel after 48 hr of culture with pro-inflammatory cytokines (Figures S3E and S3F) and even more strikingly after the addition of antigen-specific T cells (Figure S3G).