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
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
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
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
24,SYNPR,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,SYNPR
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
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
36,FRMD3,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,FRMD3
38,MGAT5B,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,MGAT5B
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
51,KCNIP3,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,KCNIP3
53,CLMP,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,CLMP
55,ANO2,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,ANO2
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
61,GRIA4,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,GRIA4
63,SHISA8,top 50,"Use Persist to select the top 50, 100, and 150 genes",,SHISA8
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
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
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
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
93,PELI2,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,PELI2
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
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
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
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
112,VCAN,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,VCAN
115,KMO,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,KMO
117,GNG12-AS1,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,GNG12-AS1
121,TAFA4,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,TAFA4
123,CRH,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,CRH
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
130,IL1RAP,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,IL1RAP
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
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
144,PDZRN4,top 50,"Use Persist to select the top 50, 100, and 150 genes",,PDZRN4
147,CSGALNACT1,top 50,"Use Persist to select the top 50, 100, and 150 genes",,CSGALNACT1
149,GRIN3A,top 50-100,"Use Persist to select the top 50, 100, and 150 genes",,GRIN3A