Unnamed: 0.1,Unnamed: 0,Gene.Symbol,Ranking,Annotation...reasoning,Additional.note,Gene Symbol
0,1,FSTL4,1-50,More distinct marker than L5,markers ranked with cohen mean,FSTL4
1,2,SATB2,1-50,abundant marker for L2/3-6 intratelencephalic projecting glutamatergic neuron,markers ranked with cohen mean,SATB2
2,3,KCNIP4,1-50,abundant marker for L2/3-6 intratelencephalic projecting glutamatergic neuron,markers ranked with cohen mean,KCNIP4
3,4,TAFA1,1-50,abundant marker for L5 extratelencephalic projecting glutamatergic cortical neuron,markers ranked with cohen mean,TAFA1
4,5,VAT1L,1-50,abundant marker for L5 extratelencephalic projecting glutamatergic cortical neuron,markers ranked with cohen mean,VAT1L
5,6,CBLN2,1-50,abundant marker for L5 extratelencephalic projecting glutamatergic cortical neuron,markers ranked with cohen mean,CBLN2
6,7,ARPP21,1-50,abundant marker for L6b glutamatergic cortical neuron,markers ranked with cohen mean,ARPP21
7,8,RAD52,1-50,abundant marker for astrocyte of the cerebral cortex,markers ranked with cohen mean,RAD52
8,9,PDK4,1-50,abundant marker for astrocyte of the cerebral cortex,markers ranked with cohen mean,PDK4
9,10,SEMA3B,1-50,abundant marker for astrocyte of the cerebral cortex,markers ranked with cohen mean,SEMA3B
10,11,ADARB2,1-50,abundant marker for caudal ganglionic eminence derived GABAergic cortical interneuron,markers ranked with cohen mean,ADARB2
11,12,SORCS3,1-50,abundant marker for caudal ganglionic eminence derived GABAergic cortical interneuron,markers ranked with cohen mean,SORCS3
12,13,CXCL14,1-50,abundant marker for caudal ganglionic eminence derived GABAergic cortical interneuron,markers ranked with cohen mean,CXCL14
13,14,MAD1L1,1-50,abundant marker for cerebral cortex endothelial cell,markers ranked with cohen mean,MAD1L1
14,15,CYP26B1,1-50,abundant marker for cerebral cortex endothelial cell,markers ranked with cohen mean,CYP26B1
15,16,CASP10,1-50,abundant marker for cerebral cortex endothelial cell,markers ranked with cohen mean,CASP10
16,17,ZNF536,1-50,abundant marker for chandelier pvalb GABAergic cortical interneuron,markers ranked with cohen mean,ZNF536
17,18,ZNF385D,1-50,abundant marker for chandelier pvalb GABAergic cortical interneuron,markers ranked with cohen mean,ZNF385D
18,19,THSD7A,1-50,abundant marker for chandelier pvalb GABAergic cortical interneuron,markers ranked with cohen mean,THSD7A
19,20,SEMA3E,1-50,abundant marker for corticothalamic-projecting glutamatergic cortical neuron,markers ranked with cohen mean,SEMA3E
20,21,EGFEM1P,1-50,abundant marker for corticothalamic-projecting glutamatergic cortical neuron,markers ranked with cohen mean,EGFEM1P
21,22,LAMP5,1-50,abundant marker for lamp5 GABAergic cortical interneuron,markers ranked with cohen mean,LAMP5
22,23,FGF13,1-50,abundant marker for lamp5 GABAergic cortical interneuron,markers ranked with cohen mean,FGF13
23,24,C1orf112,1-50,abundant marker for microglial cell,markers ranked with cohen mean,C1orf112
24,25,CEACAM21,1-50,abundant marker for microglial cell,markers ranked with cohen mean,CEACAM21
25,26,TYROBP,1-50,abundant marker for microglial cell,markers ranked with cohen mean,TYROBP
26,27,TSHZ2,1-50,abundant marker for near-projecting glutamatergic cortical neuron,markers ranked with cohen mean,TSHZ2
27,28,HTR2C,1-50,abundant marker for near-projecting glutamatergic cortical neuron,markers ranked with cohen mean,HTR2C
28,29,GCFC2,1-50,abundant marker for oligodendrocyte,markers ranked with cohen mean,GCFC2
29,30,LAMP2,1-50,abundant marker for oligodendrocyte,markers ranked with cohen mean,LAMP2
30,31,TMEM98,1-50,abundant marker for oligodendrocyte,markers ranked with cohen mean,TMEM98
31,32,HECW1,1-50,abundant marker for oligodendrocyte precursor cell,markers ranked with cohen mean,HECW1
32,33,KLHL13,1-50,abundant marker for oligodendrocyte precursor cell,markers ranked with cohen mean,KLHL13
33,34,ATP1A2,1-50,abundant marker for oligodendrocyte precursor cell,markers ranked with cohen mean,ATP1A2
34,35,ABTB3,1-50,abundant marker for pvalb GABAergic cortical interneuron,markers ranked with cohen mean,ABTB3
35,36,GCLC,1-50,abundant marker for sncg GABAergic cortical interneuron,markers ranked with cohen mean,GCLC
36,37,HCCS,1-50,abundant marker for sncg GABAergic cortical interneuron,markers ranked with cohen mean,HCCS
37,38,DPEP1,1-50,abundant marker for sncg GABAergic cortical interneuron,markers ranked with cohen mean,DPEP1
38,39,SST,1-50,abundant marker for sst GABAergic cortical interneuron,markers ranked with cohen mean,SST
39,40,GRIK1,1-50,abundant marker for sst GABAergic cortical interneuron,markers ranked with cohen mean,GRIK1
40,41,SYNPR,1-50,abundant marker for sst GABAergic cortical interneuron,markers ranked with cohen mean,SYNPR
41,42,ATP1A2,1-50,abundant marker for vascular leptomeningeal cell,markers ranked with cohen mean,ATP1A2
42,43,EBF1,1-50,abundant marker for vascular leptomeningeal cell,markers ranked with cohen mean,EBF1
43,44,PDGFRB,1-50,abundant marker for vascular leptomeningeal cell,markers ranked with cohen mean,PDGFRB
44,45,VIP,1-50,abundant marker for vip GABAergic cortical interneuron,markers ranked with cohen mean,VIP
45,46,GALNTL6,1-50,abundant marker for vip GABAergic cortical interneuron,markers ranked with cohen mean,GALNTL6
46,47,CX3CR1,1-50,abundant marker for microglial cell,Known Marker,CX3CR1
47,48,DLGAP2,50-100,Less specific marker for L2/3-6 intratelencephalic projecting glutamatergic neuron,markers ranked with cohen mean,DLGAP2
48,49,STXBP5L,50-100,Less specific marker for L2/3-6 intratelencephalic projecting glutamatergic neuron,markers ranked with cohen mean,STXBP5L
49,50,CHRM3,50-100,Less specific marker for L2/3-6 intratelencephalic projecting glutamatergic neuron,markers ranked with cohen mean,CHRM3
50,51,NRGN,50-100,Less specific marker for L5 extratelencephalic projecting glutamatergic cortical neuron,markers ranked with cohen mean,NRGN
51,52,PDE1A,50-100,Less specific marker for L5 extratelencephalic projecting glutamatergic cortical neuron,markers ranked with cohen mean,PDE1A
52,53,RALYL,50-100,Less specific marker for L6b glutamatergic cortical neuron,markers ranked with cohen mean,RALYL
53,54,PTPRR,50-100,Less specific marker for L6b glutamatergic cortical neuron,markers ranked with cohen mean,PTPRR
54,55,MARCHF1,50-100,Less specific marker for L6b glutamatergic cortical neuron,markers ranked with cohen mean,MARCHF1
55,56,NKX2-2,50-100,Less specific marker for astrocyte of the cerebral cortex,markers ranked with cohen mean,NKX2-2
56,57,OBI1-AS1,50-100,Less specific marker for astrocyte of the cerebral cortex,markers ranked with cohen mean,OBI1-AS1
57,58,CRACD,50-100,Less specific marker for caudal ganglionic eminence derived GABAergic cortical interneuron,markers ranked with cohen mean,CRACD
58,59,MYO16,50-100,Less specific marker for caudal ganglionic eminence derived GABAergic cortical interneuron,markers ranked with cohen mean,MYO16
59,60,CACNA1B,50-100,Less specific marker for caudal ganglionic eminence derived GABAergic cortical interneuron,markers ranked with cohen mean,CACNA1B
60,61,ID3,50-100,Less specific marker for cerebral cortex endothelial cell,markers ranked with cohen mean,ID3
61,62,TBX3,50-100,Less specific marker for cerebral cortex endothelial cell,markers ranked with cohen mean,TBX3
62,63,PLXND1,50-100,Less specific marker for cerebral cortex endothelial cell,markers ranked with cohen mean,PLXND1
63,64,TMEM132D,50-100,Less specific marker for chandelier pvalb GABAergic cortical interneuron,markers ranked with cohen mean,TMEM132D
64,65,TENM1,50-100,Less specific marker for chandelier pvalb GABAergic cortical interneuron,markers ranked with cohen mean,TENM1
65,66,SDK1,50-100,Less specific marker for chandelier pvalb GABAergic cortical interneuron,markers ranked with cohen mean,SDK1
66,67,CLSTN2,50-100,Less specific marker for corticothalamic-projecting glutamatergic cortical neuron,markers ranked with cohen mean,CLSTN2
67,68,RYR2,50-100,Less specific marker for corticothalamic-projecting glutamatergic cortical neuron,markers ranked with cohen mean,RYR2
68,69,NRG1,50-100,Less specific marker for corticothalamic-projecting glutamatergic cortical neuron,markers ranked with cohen mean,NRG1
69,70,NYAP2,50-100,Less specific marker for lamp5 GABAergic cortical interneuron,markers ranked with cohen mean,NYAP2
70,71,MTUS2,50-100,Less specific marker for lamp5 GABAergic cortical interneuron,markers ranked with cohen mean,MTUS2
71,72,LINC00299,50-100,Less specific marker for lamp5 GABAergic cortical interneuron,markers ranked with cohen mean,LINC00299
72,73,APBB1IP,50-100,Less specific marker for microglial cell,markers ranked with cohen mean,APBB1IP
73,74,SH3BP2,50-100,Less specific marker for microglial cell,markers ranked with cohen mean,SH3BP2
74,75,C1QC,50-100,Less specific marker for microglial cell,markers ranked with cohen mean,C1QC
75,76,FOXP2,50-100,Less specific marker for near-projecting glutamatergic cortical neuron,markers ranked with cohen mean,FOXP2
76,77,CHN2,50-100,Less specific marker for near-projecting glutamatergic cortical neuron,markers ranked with cohen mean,CHN2
77,78,MED24,50-100,Less specific marker for oligodendrocyte,markers ranked with cohen mean,MED24
78,79,DAPK2,50-100,Less specific marker for oligodendrocyte,markers ranked with cohen mean,DAPK2
79,80,BCAS1,50-100,Less specific marker for oligodendrocyte,markers ranked with cohen mean,BCAS1
80,81,CTNS,50-100,Less specific marker for oligodendrocyte precursor cell,markers ranked with cohen mean,CTNS
81,82,BCAS1,50-100,Less specific marker for oligodendrocyte precursor cell,markers ranked with cohen mean,BCAS1
82,83,SOX6,50-100,Less specific marker for oligodendrocyte precursor cell,markers ranked with cohen mean,SOX6
83,84,ADAMTS17,50-100,Less specific marker for pvalb GABAergic cortical interneuron,markers ranked with cohen mean,ADAMTS17
84,85,FGF12,50-100,Less specific marker for pvalb GABAergic cortical interneuron,markers ranked with cohen mean,FGF12
85,86,GRIP1,50-100,Less specific marker for pvalb GABAergic cortical interneuron,markers ranked with cohen mean,GRIP1
86,87,KMO,50-100,Less specific marker for sncg GABAergic cortical interneuron,markers ranked with cohen mean,KMO
87,88,KCNK17,50-100,Less specific marker for sncg GABAergic cortical interneuron,markers ranked with cohen mean,KCNK17
88,89,STXBP6,50-100,Less specific marker for sst GABAergic cortical interneuron,markers ranked with cohen mean,STXBP6
89,90,CDH9,50-100,Less specific marker for sst GABAergic cortical interneuron,markers ranked with cohen mean,CDH9
90,91,ELAVL2,50-100,Less specific marker for sst GABAergic cortical interneuron,markers ranked with cohen mean,ELAVL2
91,92,UTRN,50-100,Less specific marker for vascular leptomeningeal cell,markers ranked with cohen mean,UTRN
92,93,CALD1,50-100,Less specific marker for vascular leptomeningeal cell,markers ranked with cohen mean,CALD1
93,94,LAMA2,50-100,Less specific marker for vascular leptomeningeal cell,markers ranked with cohen mean,LAMA2
94,95,GALNT13,50-100,Less specific marker for vip GABAergic cortical interneuron,markers ranked with cohen mean,GALNT13
95,96,SNTG1,50-100,Less specific marker for vip GABAergic cortical interneuron,markers ranked with cohen mean,SNTG1
144,145,ALDH1L1,1-50,known marker gene for astrocyte of the cerebral cortex,sourced from prior knowledge,ALDH1L1
145,146,MBP,50-100,known marker gene for oligodendrocyte,sourced from prior knowledge,MBP
146,147,GFAP,50-100,known marker gene for astrocyte,sourced from prior knowledge,GFAP
147,148,AQP4,1-50,known marker gene for astrocyte,sourced from prior knowledge,AQP4
148,149,PVALB,50-100,spcific marker for pvalb interneurons,sourced from prior knowledge,PVALB
149,150,SST,1-50,known marker gene SST interneurons,sourced from prior knowledge,SST