IL6 and neoplasm: Moreover, we found that pathways such as “epithelial mesenchymal transition”, “IL6-JAK-STAT3 signaling”, and “P53 pathway”, which are highly associated with tumor malignancy progression, were enriched in the high-risk group, suggesting a close link between the high abundance of GAMs and tumor malignancy progression in the high-risk group.