The non-responder sample (501,551) had the lowest lymphocyte to epithelial cell ratio (T cells/EpCAM), which might explain why neither UMCD6 nor anti-PD1 induced lung cancer cell death in MOS from this patient (Fig. 6D). This evidence concerns the gene EPCAM and lung cancer.