In this study, it is demonstrated that knockout of mutant FAT1 in HNSCC cells attenuates CPT1A‐driven fatty acid oxidation (FAO) through downregulation of the transcription factor ASCL2, leading to marked suppression of tumor growth. This evidence concerns the gene FAT1 and head and neck squamous cell carcinoma.