In summary, as a key constituent gene of the TSCMS score, TSPO may influence the tumor immune microenvironment by inhibiting immune cell infiltration and downregulating the expression of immune activity-related factors, thereby participating in the progression and prognosis regulation of esophageal cancer. The gene discussed is TSPO; the disease is esophageal cancer.