| 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 |
| 96,97,LINC01480,100-150,de-enriched marker for L2/3-6 intratelencephalic projecting glutamatergic neuron,markers ranked with cohen mean,LINC01480 |
| 97,98,AIF1,100-150,de-enriched marker for L2/3-6 intratelencephalic projecting glutamatergic neuron,markers ranked with cohen mean,AIF1 |
| 98,99,MGC16275,100-150,de-enriched marker for L5 extratelencephalic projecting glutamatergic cortical neuron,markers ranked with cohen mean,MGC16275 |
| 99,100,SALL3,100-150,de-enriched marker for L5 extratelencephalic projecting glutamatergic cortical neuron,markers ranked with cohen mean,SALL3 |
| 100,101,FMO6P,100-150,de-enriched marker for L5 extratelencephalic projecting glutamatergic cortical neuron,markers ranked with cohen mean,FMO6P |
| 101,102,GPRC5B,100-150,de-enriched marker for L6b glutamatergic cortical neuron,markers ranked with cohen mean,GPRC5B |
| 102,103,SEMA6A,100-150,de-enriched marker for L6b glutamatergic cortical neuron,markers ranked with cohen mean,SEMA6A |
| 103,104,CAPN2,100-150,de-enriched marker for L6b glutamatergic cortical neuron,markers ranked with cohen mean,CAPN2 |
| 104,105,IL1RAPL1,100-150,de-enriched marker for astrocyte of the cerebral cortex,markers ranked with cohen mean,IL1RAPL1 |
| 105,106,DSCAM,100-150,de-enriched marker for astrocyte of the cerebral cortex,markers ranked with cohen mean,DSCAM |
| 106,107,PPP1R13L,100-150,de-enriched marker for caudal ganglionic eminence derived GABAergic cortical interneuron,markers ranked with cohen mean,PPP1R13L |
| 107,108,INPPL1,100-150,de-enriched marker for caudal ganglionic eminence derived GABAergic cortical interneuron,markers ranked with cohen mean,INPPL1 |
| 108,109,EXPH5,100-150,de-enriched marker for caudal ganglionic eminence derived GABAergic cortical interneuron,markers ranked with cohen mean,EXPH5 |
| 109,110,NCAM1,100-150,de-enriched marker for cerebral cortex endothelial cell,markers ranked with cohen mean,NCAM1 |
| 110,111,GABRG3,100-150,de-enriched marker for cerebral cortex endothelial cell,markers ranked with cohen mean,GABRG3 |
| 111,112,VRK2,100-150,de-enriched marker for chandelier pvalb GABAergic cortical interneuron,markers ranked with cohen mean,VRK2 |
| 112,113,TRPM3,100-150,de-enriched marker for chandelier pvalb GABAergic cortical interneuron,markers ranked with cohen mean,TRPM3 |
| 113,114,CSGALNACT1,100-150,de-enriched marker for chandelier pvalb GABAergic cortical interneuron,markers ranked with cohen mean,CSGALNACT1 |
| 114,115,RND3,100-150,de-enriched marker for corticothalamic-projecting glutamatergic cortical neuron,markers ranked with cohen mean,RND3 |
| 115,116,NOTCH2NLA,100-150,de-enriched marker for corticothalamic-projecting glutamatergic cortical neuron,markers ranked with cohen mean,NOTCH2NLA |
| 116,117,EGFR,100-150,de-enriched marker for corticothalamic-projecting glutamatergic cortical neuron,markers ranked with cohen mean,EGFR |
| 117,118,DKKL1,100-150,de-enriched marker for lamp5 GABAergic cortical interneuron,markers ranked with cohen mean,DKKL1 |
| 118,119,TNFSF10,100-150,de-enriched marker for lamp5 GABAergic cortical interneuron,markers ranked with cohen mean,TNFSF10 |
| 119,120,TRIB1,100-150,de-enriched marker for lamp5 GABAergic cortical interneuron,markers ranked with cohen mean,TRIB1 |
| 120,121,DOK6,100-150,de-enriched marker for microglial cell,markers ranked with cohen mean,DOK6 |
| 121,122,METTL6,100-150,de-enriched marker for microglial cell,markers ranked with cohen mean,METTL6 |
| 122,123,TRIM16,100-150,de-enriched marker for microglial cell,markers ranked with cohen mean,TRIM16 |
| 123,124,HMOX1,100-150,de-enriched marker for near-projecting glutamatergic cortical neuron,markers ranked with cohen mean,HMOX1 |
| 124,125,ETS1,100-150,de-enriched marker for near-projecting glutamatergic cortical neuron,markers ranked with cohen mean,ETS1 |
| 125,126,HERC2P4,100-150,de-enriched marker for near-projecting glutamatergic cortical neuron,markers ranked with cohen mean,HERC2P4 |
| 126,127,MYO1F,100-150,de-enriched marker for oligodendrocyte,markers ranked with cohen mean,MYO1F |
| 127,128,GASK1B,100-150,de-enriched marker for oligodendrocyte,markers ranked with cohen mean,GASK1B |
| 128,129,RTCB,100-150,de-enriched marker for oligodendrocyte,markers ranked with cohen mean,RTCB |
| 129,130,RBFOX3,100-150,de-enriched marker for oligodendrocyte precursor cell,markers ranked with cohen mean,RBFOX3 |
| 130,131,TMEM119,100-150,de-enriched marker for pvalb GABAergic cortical interneuron,markers ranked with cohen mean,TMEM119 |
| 131,132,CAVIN2,100-150,de-enriched marker for pvalb GABAergic cortical interneuron,markers ranked with cohen mean,CAVIN2 |
| 132,133,GBGT1,100-150,de-enriched marker for sncg GABAergic cortical interneuron,markers ranked with cohen mean,GBGT1 |
| 133,134,IL6ST,100-150,de-enriched marker for sncg GABAergic cortical interneuron,markers ranked with cohen mean,IL6ST |
| 134,135,SFMBT2,100-150,de-enriched marker for sncg GABAergic cortical interneuron,markers ranked with cohen mean,SFMBT2 |
| 135,136,HS3ST6,100-150,de-enriched marker for sst GABAergic cortical interneuron,markers ranked with cohen mean,HS3ST6 |
| 136,137,EPHA2,100-150,de-enriched marker for sst GABAergic cortical interneuron,markers ranked with cohen mean,EPHA2 |
| 137,138,CHST3,100-150,de-enriched marker for sst GABAergic cortical interneuron,markers ranked with cohen mean,CHST3 |
| 138,139,CNIH3,100-150,de-enriched marker for vascular leptomeningeal cell,markers ranked with cohen mean,CNIH3 |
| 139,140,AGTPBP1,100-150,de-enriched marker for vascular leptomeningeal cell,markers ranked with cohen mean,AGTPBP1 |
| 140,141,AFDN,100-150,de-enriched marker for vascular leptomeningeal cell,markers ranked with cohen mean,AFDN |
| 141,142,MOBP,100-150,de-enriched marker for vip GABAergic cortical interneuron,markers ranked with cohen mean,MOBP |
| 142,143,LINC01094,100-150,de-enriched marker for vip GABAergic cortical interneuron,markers ranked with cohen mean,LINC01094 |
| 143,144,SAMD9L,100-150,de-enriched marker for vip GABAergic cortical interneuron,markers ranked with cohen mean,SAMD9L |
| 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 |
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