Gene Expression Value Patient 1 ASPN 9.05 Patient 1 CRH 9.04 Patient 1 MUM1L1 7.81 Patient 2 ASPN 8.46 Patient 2 SCGB2A2 7.86 Patient 2 CPA3 6.60 … … … Patient 598 … … Patient 598 … … Patient 598 … …         Gene Expression Value Patient 1 ASPN 9.05 Patient 1 CRH 9.04 Patient 1 MUM1L1 7.81 Patient 1 RGS1 7.48 Patient 1 COL11A1 7.45 Patient 2 ASPN 8.46 Patient 2 SCGB2A2 7.86 Patient 2 CPA3 6.60 Patient 2 EHF 6.60 Patient 2 MMP7 6.55 … … … Patient 598 … … Patient 598 … … Patient 598 … … Patient 598 … … Patient 598 … …

The genes are applied to the algorithm by using Window-N. The patientstop 3 and top 5 genes are listed respectively. Changing the N numberin Window different or common top and bottom expresssed genes are detected.

Table 4: Genes ıncluded by wındow-3 and wındow-5.