The low expression group of SNHG16, SNHG6, SNHG11, FAM222A-AS1, RHPN1-AS1, SNHG1, and SNHG7 was accompanied by more immune cell infiltration, further supporting that PANoptosis plays a crucial role in the tumor immune microenvironment. The gene discussed is SNHG7; the disease is neoplasm.