Collectively, a comprehensive analysis of immune cell infiltration, immune checkpoint expression, and cell function experimental results suggests that high NPM3 expression is more probably mediating the immunosuppressive microenvironment to promote tumor progression. The gene discussed is NPM3; the disease is neoplasm.