Focal NED and amphicrine tumours exhibited cellular subpopulations enriched for KRAS, IL2-STAT5 and TNF signalling pathways, absent in small- and large-cell carcinomas, which were instead enriched for Myc and E2F pathways. Here, TNF is linked to neoplasm.