This study elucidates the aggressive nature of SMARCB1-deficient squamous cell carcinoma (SqCC) in never smokers, highlighting a significant impact on disease-free survival and underscoring the urgent need for advanced molecular diagnostics and targeted therapies. The gene discussed is SMARCB1; the disease is squamous cell carcinoma.