In addition to predicting HNSCC prognosis, 11 lipid metabolism‐related genes (ARSI, CYP27B1, CYP2D6, DGKG, DHCR7, LPIN1, PHYH, PIP5K1B, PLA2G2D, RDH16, and TRIB3) also affect HNSCC clinical features (stage, gender, and pathological stage). Here, PIP5K1B is linked to head and neck squamous cell carcinoma.