| Unnamed: 0,gene_name,annotation,top_50,top_100,top_150,Gene Symbol |
| 0,ADGRV1,DE in astrocyte in reference dataset,1,1,1,ADGRV1 |
| 1,SLC1A3,astrocyte marker literature,1,1,1,SLC1A3 |
| 2,SLC1A2,astrocyte marker literature,1,1,1,SLC1A2 |
| 3,CDH20,"DE in Oligo, OPC, astrocyte in reference dataset",1,1,1,CDH20 |
| 4,PTPRZ1,DE in OPC and astrocytesin reference dataset,1,1,1,PTPRZ1 |
| 5,ST18,DE in Oligodendrocyte in reference dataset,1,1,1,ST18 |
| 6,MBP,Oligodendrocyte marker / gene linked with methylation,1,1,1,MBP |
| 7,PTGDS,oligodendrocyte subtype marker in literature,1,1,1,PTGDS |
| 8,SST,marker of sstGABAergic cortinal interneuron,1,1,1,SST |
| 9,GAD1,GABAergin neuronal maker,1,1,1,GAD1 |
| 10,GAD2,GABAergin neuronal maker,1,1,1,GAD2 |
| 11,ADARB2,GABAergic neurons marker,1,1,1,ADARB2 |
| 12,SOX6,"DE in reference dataset: sstGABAnergic, pvalb GABAnergic neurons, OPC, astrocyte DE",1,1,1,SOX6 |
| 13,SATB2,glutaminergic neuronal marker + DE in dataset,1,1,1,SATB2 |
| 14,HS3ST4,glutaminergic neuronal marker + DE in dataset,1,1,1,HS3ST4 |
| 15,TSHZ2,cortical neuron marker,1,1,1,TSHZ2 |
| 16,RTN1,broad neuronal marker,1,1,1,RTN1 |
| 17,NFIB,marker of several GABAergic neurons,1,1,1,NFIB |
| 18,MAP2,mature neuronal marker,1,1,1,MAP2 |
| 19,LHFPL3,DE in OPC in reference dataset,1,1,1,LHFPL3 |
| 20,DSCAM,DE in OPC and vip-GAB in referece,1,1,1,DSCAM |
| 21,CTNNA3,DE in oligo in reference dataset,1,1,1,CTNNA3 |
| 22,EGFR,"GABAergic cortinal interneuron, literature + DE in reference dataset",1,1,1,EGFR |
| 23,NXPH2,Marker of GABAergic + DE in GABAergic cortinal interneuron in reference,1,1,1,NXPH2 |
| 24,CUX2,DE expressed in neurons reference dataset,1,1,1,CUX2 |
| 25,RXFP1,glutaminergic neuronal marker + DE in dataset,1,1,1,RXFP1 |
| 26,KCNIP4,interneuron and OPC + DE in reference dataset,1,1,1,KCNIP4 |
| 27,MEF2C,Marker of glutamatergic neurons,1,1,1,MEF2C |
| 28,CHL1,Marker of neuroplasticity/neurotropic,1,1,1,CHL1 |
| 29,GRIK4,gene involved in synaptic signaling,1,1,1,GRIK4 |
| 30,GRIN2B,gene involved in synaptic signaling,1,1,1,GRIN2B |
| 31,PLP1,genes linked to myelination,1,1,1,PLP1 |
| 32,SYT1,genes linked to calcium/calmodulin pathways,1,1,1,SYT1 |
| 33,ATP2B2,gene linked to metabolic alteratsion,1,1,1,ATP2B2 |
| 34,ATP1B1,gene linked to metabolic alteratsion,1,1,1,ATP1B1 |
| 35,SYNDIG1,microglia marker gene in lit + DE in ref data,1,1,1,SYNDIG1 |
| 36,HSP90AA1,microglial subtype marker,1,1,1,HSP90AA1 |
| 37,ETV5,astrocyte suptype marker,1,1,1,ETV5 |
| 38,STMN2,broad neuronal markers,1,1,1,STMN2 |
| 39,KCNJ6,Dopaminergic neuron marker,1,1,1,KCNJ6 |
| 40,UNC13C,GABAergic neuron marker,1,1,1,UNC13C |
| 41,ITM2B,gene linked to B-amyloid aggregation,1,1,1,ITM2B |
| 42,GRIA1,gene linked to glutamate transport,1,1,1,GRIA1 |
| 43,GRIA2,gene linked to glutamate transport,1,1,1,GRIA2 |
| 44,CAMK2A,gene linked to neurotransmitter pathways,1,1,1,CAMK2A |
| 45,CALM2,genes linked to calcium/calmodulin pathways,1,1,1,CALM2 |
| 46,CAMK4,genes linked to calcium/calmodulin pathways,1,1,1,CAMK4 |
| 47,FYN,genes linked to inflammation/immune response,1,1,1,FYN |
| 48,CALM1,genes linked to calcium/calmodulin pathways,1,1,1,CALM1 |
| 49,ATP1A1,gene linked to metabolic alteratsion,1,1,1,ATP1A1 |
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