When examining the top 100 gene pairs, BSDC1, C3orf14, CDR2L, LRRC42, MEOX2, NRG2, and PLEKHA6, and SCARF1 were consistently identified by feature selection methods to be associated with cancer status. The gene discussed is PLEKHA6; the disease is cancer.