The morphogenetic BMP signaling (BMP6 and INHA), the pro-inflammatory JAK/STAT pathway and CD74, a pro-inflammatory component in terms of infiltrating macrophages, resulted in discriminating between cancer and non-cancer samples. This evidence concerns the gene CD74 and cancer.