The diagnostic accuracy of combining MGAM and MGAM2 gene analysis exceeds 80% across multiple cancer types, including DLBC, ESCA, GBM, COAD, LUAD, LUSC, PAAD, PCPG, READ, THYM, and STAD. The gene discussed is MGAM; the disease is cancer.