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. Here, MEOX2 is linked to cancer.