Network propagation identified a subnetwork consisting of 103 genes that is strongly associated with the tumor microenvironment (TME) and regulated by important factors of the TME such as TNF, TP53, and STAT3. Furthermore, we can show that the immune status of the patients can partially be recovered by the survival network signature. This evidence concerns the gene STAT3 and neoplasm.