This study revealed that low expression of IGSF10, an important member of the immunoglobulin superfamily, significantly correlates with poor overall survival of lung adenocarcinoma (LUAD) patients and strong tumorigenic capacity of LUAD cells. The gene discussed is IGSF10; the disease is lung adenocarcinoma.