STAT3 and neoplasm: Notably, the antimicrobial, immune and metabolic signatures associated with the intratumoral 16S signal were not linked to a generalized inflammatory environment, as they showed no significant correlation with other tumor inflammation signatures, including IL-6 and STAT3 pathways, macrophage activity and chronic inflammation (Extended Data Fig. 4g).