Analysis of single-cell sequencing data revealed that BRAF, EIF1 AX, KRAS, PIK3 CA, and TERT are significantly up-regulated in various immune cells within thyroid cancer, underscoring their potential regulatory roles in the immune microenvironment. The gene discussed is KRAS; the disease is thyroid cancer.