Specifically, in THCA, we observed lower GZMK and higher TREM2 and OR4D10 expression in tumor tissues compared to adjacent normal tissues, suggesting their involvement in thyroid cancer pathogenesis. The gene discussed is TREM2; the disease is thyroid cancer.