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