TNF and gastric cancer: MSigDB hallmark analysis (E–F) identified pathways like KRAS signaling up, mTORC1 signaling, and TNFA signaling via NFκB, which are critical in promoting cell proliferation, survival, and chronic inflammation during the transition to gastric cancer.