The presented cases underscore the formidable clinical challenges posed by DEK::AFF2 fusion-associated sinonasal carcinomas, characterized by aggressive local invasion and a high propensity for recurrence. The gene discussed is AFF2; the disease is nasal cavity and paranasal sinus carcinoma.