Our results indicated that LAD1 was a significant hazard factor for overall survival (OS) in LUAD and thymoma (THYM), while showing beneficial effects for lymphoid neoplasm diffuse large B-cell lymphoma (DLBC) and kidney renal clear cell carcinoma (KIRC). The gene discussed is LAD1; the disease is thymoma.