Although a loss of function in FAT1 were identified to be associated with HNSCC and OSCC in cell models, the frequencies of mutations were rare, suggesting that variants with large effect sizes will impact a small proportion of the population. Here, FAT1 is linked to head and neck squamous cell carcinoma.