Subgroup U-III was characterized by pathways, such as those pertaining to extracellular matrix disassembly, complement and coagulation cascades, and PI3K-AKT signaling pathway; some of these were associated with tumor environment and immune response. This evidence concerns the gene AKT1 and neoplasm.