For example, the inclusion of the TNF gene in our signature points to a state of heightened inflammation within NSCLC tumors, contributing to T cell exhaustion through sustained upregulation of inhibitory checkpoints.19 This evidence concerns the gene TNF and non-small cell lung carcinoma.