| Unnamed: 0,Gene symbol,Ranking,Annotation & Reasoning,Additional note,Gene Symbol |
| 0,KCNG1,top 50,"Use Persist to select the top 50, 100, and 150 genes",,KCNG1 |
| 1,WLS,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,WLS |
| 2,PRKCG,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,PRKCG |
| 3,KCNG2,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,KCNG2 |
| 4,IL1RAPL2,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,IL1RAPL2 |
| 5,PDGFC,top 50,"Use Persist to select the top 50, 100, and 150 genes",,PDGFC |
| 6,VWC2L,top 50,"Use Persist to select the top 50, 100, and 150 genes",,VWC2L |
| 7,SV2C,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,SV2C |
| 8,GRM1,top 50,"Use Persist to select the top 50, 100, and 150 genes",,GRM1 |
| 9,ITGA8,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,ITGA8 |
| 10,PTPRZ1,top 50,"Use Persist to select the top 50, 100, and 150 genes",,PTPRZ1 |
| 11,NEAT1,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,NEAT1 |
| 12,FSTL4,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,FSTL4 |
| 13,RTN4RL1,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,RTN4RL1 |
| 14,ALCAM,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,ALCAM |
| 15,NKAIN3,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,NKAIN3 |
| 16,SLC6A11,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,SLC6A11 |
| 17,SHISA9,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,SHISA9 |
| 18,IGSF21,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,IGSF21 |
| 19,UBASH3B,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,UBASH3B |
| 20,BRINP1,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,BRINP1 |
| 21,WIF1,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,WIF1 |
| 22,CALN1,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,CALN1 |
| 23,ERICH2,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,ERICH2 |
| 24,SYNPR,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,SYNPR |
| 25,L3MBTL4,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,L3MBTL4 |
| 26,CARMIL1,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,CARMIL1 |
| 27,UBE2QL1,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,UBE2QL1 |
| 28,SLC26A4,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,SLC26A4 |
| 29,COL4A2,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,COL4A2 |
| 30,HTR1F,top 50,"Use Persist to select the top 50, 100, and 150 genes",,HTR1F |
| 31,SPOCK1,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,SPOCK1 |
| 32,DOCK11,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,DOCK11 |
| 33,GULP1,top 50,"Use Persist to select the top 50, 100, and 150 genes",,GULP1 |
| 34,SLC9A9,top 50,"Use Persist to select the top 50, 100, and 150 genes",,SLC9A9 |
| 35,IRS2,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,IRS2 |
| 36,FRMD3,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,FRMD3 |
| 37,ST8SIA2,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,ST8SIA2 |
| 38,MGAT5B,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,MGAT5B |
| 39,IRAK3,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,IRAK3 |
| 40,PTPRK,top 50,"Use Persist to select the top 50, 100, and 150 genes",,PTPRK |
| 41,SPATS2L,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,SPATS2L |
| 42,GRM8,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,GRM8 |
| 43,SILC1,top 50,"Use Persist to select the top 50, 100, and 150 genes",,SILC1 |
| 44,MEIS2,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,MEIS2 |
| 45,TMEM144,top 50,"Use Persist to select the top 50, 100, and 150 genes",,TMEM144 |
| 46,EYA4,top 50,"Use Persist to select the top 50, 100, and 150 genes",,EYA4 |
| 47,SLC2A1,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,SLC2A1 |
| 48,RGMA,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,RGMA |
| 49,KCNH5,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,KCNH5 |
| 50,CNTNAP3P2,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,CNTNAP3P2 |
| 51,KCNIP3,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,KCNIP3 |
| 52,NPNT,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,NPNT |
| 53,CLMP,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,CLMP |
| 54,PPFIBP1,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,PPFIBP1 |
| 55,ANO2,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,ANO2 |
| 56,ASIC4,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,ASIC4 |
| 57,NXPH2,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,NXPH2 |
| 58,RNF220,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,RNF220 |
| 59,MAPK4,top 50,"Use Persist to select the top 50, 100, and 150 genes",,MAPK4 |
| 60,TRPC6,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,TRPC6 |
| 61,GRIA4,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,GRIA4 |
| 62,ZBBX,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,ZBBX |
| 63,SHISA8,top 50,"Use Persist to select the top 50, 100, and 150 genes",,SHISA8 |
| 64,CRHBP,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,CRHBP |
| 65,SEMA3C,top 50,"Use Persist to select the top 50, 100, and 150 genes",,SEMA3C |
| 66,PCSK6,top 50,"Use Persist to select the top 50, 100, and 150 genes",,PCSK6 |
| 67,CACNA2D1,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,CACNA2D1 |
| 68,GNG4,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,GNG4 |
| 69,ID2,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,ID2 |
| 70,DPP10-AS3,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,DPP10-AS3 |
| 71,FRAS1,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,FRAS1 |
| 72,RPH3A,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,RPH3A |
| 73,EPHA3,top 50,"Use Persist to select the top 50, 100, and 150 genes",,EPHA3 |
| 74,SEMA5A,top 50,"Use Persist to select the top 50, 100, and 150 genes",,SEMA5A |
| 75,FBXL7,top 50,"Use Persist to select the top 50, 100, and 150 genes",,FBXL7 |
| 76,PAPSS2,top 50,"Use Persist to select the top 50, 100, and 150 genes",,PAPSS2 |
| 77,UNC5B,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,UNC5B |
| 78,ANGPT1,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,ANGPT1 |
| 79,PRKD1,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,PRKD1 |
| 80,FRMD4B,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,FRMD4B |
| 81,CTXND1,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,CTXND1 |
| 82,KCNIP1,top 50,"Use Persist to select the top 50, 100, and 150 genes",,KCNIP1 |
| 83,RNF152,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,RNF152 |
| 84,SLC24A4,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,SLC24A4 |
| 85,CBLN4,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,CBLN4 |
| 86,HTR2C,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,HTR2C |
| 87,CDH20,top 50,"Use Persist to select the top 50, 100, and 150 genes",,CDH20 |
| 88,DYSF,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,DYSF |
| 89,RASSF5,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,RASSF5 |
| 90,ATP1B2,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,ATP1B2 |
| 91,LHFPL3,top 50,"Use Persist to select the top 50, 100, and 150 genes",,LHFPL3 |
| 92,NTNG1,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,NTNG1 |
| 93,PELI2,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,PELI2 |
| 94,EEF1DP3,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,EEF1DP3 |
| 95,GREM2,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,GREM2 |
| 96,GUCY1A1,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,GUCY1A1 |
| 97,SPHKAP,top 50,"Use Persist to select the top 50, 100, and 150 genes",,SPHKAP |
| 98,NWD2,top 50,"Use Persist to select the top 50, 100, and 150 genes",,NWD2 |
| 99,C12orf42,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,C12orf42 |
| 100,DENND3,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,DENND3 |
| 101,ARAP2,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,ARAP2 |
| 102,LYPD6B,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,LYPD6B |
| 103,FNBP1L,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,FNBP1L |
| 104,PDE7B,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,PDE7B |
| 105,MARCHF3,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,MARCHF3 |
| 106,SIPA1L2,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,SIPA1L2 |
| 107,RBM20,top 50,"Use Persist to select the top 50, 100, and 150 genes",,RBM20 |
| 108,ZNF385D-AS2,top 50,"Use Persist to select the top 50, 100, and 150 genes",,ZNF385D-AS2 |
| 109,KIRREL3,top 50,"Use Persist to select the top 50, 100, and 150 genes",,KIRREL3 |
| 110,UTRN,top 50,"Use Persist to select the top 50, 100, and 150 genes",,UTRN |
| 111,TOX,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,TOX |
| 112,VCAN,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,VCAN |
| 113,UST,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,UST |
| 114,ZNF462,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,ZNF462 |
| 115,KMO,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,KMO |
| 116,PDZRN3,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,PDZRN3 |
| 117,GNG12-AS1,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,GNG12-AS1 |
| 118,LDLRAD3,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,LDLRAD3 |
| 119,TP53I11,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,TP53I11 |
| 120,SLC6A16,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,SLC6A16 |
| 121,TAFA4,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,TAFA4 |
| 122,TRHDE-AS1,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,TRHDE-AS1 |
| 123,CRH,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,CRH |
| 124,RYR3,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,RYR3 |
| 125,DCHS2,top 50,"Use Persist to select the top 50, 100, and 150 genes",,DCHS2 |
| 126,PTHLH,top 50,"Use Persist to select the top 50, 100, and 150 genes",,PTHLH |
| 127,GYG2,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,GYG2 |
| 128,KCNK2,top 50,"Use Persist to select the top 50, 100, and 150 genes",,KCNK2 |
| 129,HS3ST2,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,HS3ST2 |
| 130,IL1RAP,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,IL1RAP |
| 131,TMEM132C,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,TMEM132C |
| 132,SRGAP1,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,SRGAP1 |
| 133,SULF1,top 50,"Use Persist to select the top 50, 100, and 150 genes",,SULF1 |
| 134,TRIB2,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,TRIB2 |
| 135,COL6A1,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,COL6A1 |
| 136,DOCK10,top 50,"Use Persist to select the top 50, 100, and 150 genes",,DOCK10 |
| 137,LHX2,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,LHX2 |
| 138,NXPH1,top 50,"Use Persist to select the top 50, 100, and 150 genes",,NXPH1 |
| 139,SOX6,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,SOX6 |
| 140,PRELID2,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,PRELID2 |
| 141,SFMBT2,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,SFMBT2 |
| 142,MBP,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,MBP |
| 143,CDH9,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,CDH9 |
| 144,PDZRN4,top 50,"Use Persist to select the top 50, 100, and 150 genes",,PDZRN4 |
| 145,DKK2,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,DKK2 |
| 146,POSTN,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,POSTN |
| 147,CSGALNACT1,top 50,"Use Persist to select the top 50, 100, and 150 genes",,CSGALNACT1 |
| 148,SEMA6D,top 100-150,"Use Persist to select the top 50, 100, and 150 genes",,SEMA6D |
| 149,GRIN3A,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,GRIN3A |
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