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Unnamed: 0,symbol,Ranking,Annotation & Reasoning,ensembl_id,cellType.target,mean.target,cellType,mean,ratio,rank_ratio,anno_ratio,logFC,log.p.value,log.FDR,std.logFC,rank_marker,anno_logFC,Unnamed: 17,cellTypeResolution,Gene Symbol
0,BTBD11,1,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000151136,Inhib,2.607133345,OPC,0.3050867244,8.545548319,7,Inhib/OPC: 8.546,2.221299082,-22165.77242,-22155.57679,2.991557876,1, std logFC = 2.992,,broad,BTBD11
1,ST18,2,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000147488,Oligo,4.651734362,Micro,0.3638996875,12.78301279,11,Oligo/Micro: 12.783,4.465531379,-38170.35,-38160.15437,4.392440029,1, std logFC = 4.392,,broad,ST18
2,AC004852.2,3,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000278254,OPC,3.198955525,Inhib,0.06788469054,47.12337199,1,OPC/Inhib: 47.123,3.162152196,-34123.87078,-34113.67514,8.5255685,1, std logFC = 8.526,,broad,AC004852.2
3,OBI1-AS1,4,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000234377,Astro,3.758269422,Oligo,0.3138484541,11.97479029,2,Astro/Oligo: 11.975,3.571921082,-22878.94594,-22868.75031,4.389697553,1, std logFC = 4.39,,broad,OBI1-AS1
4,ITIH5,5,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000123243,EndoMural,3.034600494,Micro,0.0843586809,35.972593,2,EndoMural/Micro: 35.973,2.979076489,-24405.49833,-24395.3027,6.140134848,1, std logFC = 6.14,,broad,ITIH5
5,DOCK8,6,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000107099,Micro,3.89732526,EndoMural,0.2363190559,16.4917943,19,Micro/EndoMural: 16.492,3.849979809,-33550.52388,-33540.32824,9.123545355,1, std logFC = 9.124,,broad,DOCK8
6,BTBD11,7,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000151136,Inhib,2.607133345,Excit_L2/3,0.4583811315,5.687697783,4,Inhib/Excit_L2/3: 5.688,2.232219442,-21879.15743,-21868.96179,3.009130469,1, std logFC = 3.009,,layer,BTBD11
7,ST18,8,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000147488,Oligo,4.651734362,Micro,0.3638996875,12.78301279,11,Oligo/Micro: 12.783,4.498617988,-37842.74672,-37832.55109,4.45769983,1, std logFC = 4.458,,layer,ST18
8,AC004852.2,9,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000278254,OPC,3.198955525,Inhib,0.06788469054,47.12337199,1,OPC/Inhib: 47.123,3.161932798,-33191.99065,-33181.79502,8.447310226,1, std logFC = 8.447,,layer,AC004852.2
9,MAP1B,10,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000131711,Excit_L3/4/5,5.481322199,Excit_L4,4.859234787,1.128021682,25,Excit_L3/4/5/Excit_L4: 1.128,2.357513634,-3728.573791,-3718.378156,1.697613701,1, std logFC = 1.698,,layer,MAP1B
10,CBLN2,11,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000141668,Excit_L3,2.326846695,Excit_L5/6,1.692531181,1.37477331,21,Excit_L3/Excit_L5/6: 1.375,1.884852238,-12389.93168,-12379.73605,1.969356146,1, std logFC = 1.969,,layer,CBLN2
11,OBI1-AS1,12,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000234377,Astro,3.758269422,Oligo,0.3138484541,11.97479029,2,Astro/Oligo: 11.975,3.59279821,-24845.60054,-24835.4049,4.724479205,1, std logFC = 4.724,,layer,OBI1-AS1
12,ITIH5,13,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000123243,EndoMural,3.034600494,Excit_L3/4/5,0.1202223609,25.24156465,3,EndoMural/Excit_L3/4/5: 25.242,2.982326922,-24223.80788,-24213.61225,6.170504958,1, std logFC = 6.171,,layer,ITIH5
13,DOCK8,14,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000107099,Micro,3.89732526,EndoMural,0.2363190559,16.4917943,17,Micro/EndoMural: 16.492,3.849829499,-32837.07734,-32826.8817,9.082881361,1, std logFC = 9.083,,layer,DOCK8
14,MCTP2,15,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000140563,Excit_L6,1.145245232,EndoMural,0.1418083509,8.076006977,2,Excit_L6/EndoMural: 8.076,1.102705535,-6974.182921,-6963.987287,3.03953067,1, std logFC = 3.04,,layer,MCTP2
15,THEMIS,16,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000172673,Excit_L5/6,1.180947014,Excit_L5,0.4727839547,2.497857641,2,Excit_L5/6/Excit_L5: 2.498,1.046802894,-4183.521725,-4173.326091,1.965745525,1, std logFC = 1.966,,layer,THEMIS
16,AP003066.1,17,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000254587,Excit_L5,0.9709158406,Excit_L4,0.291616737,3.329424266,1,Excit_L5/Excit_L4: 3.329,0.9097670434,-7118.396732,-7108.201098,2.6322311,1, std logFC = 2.632,,layer,AP003066.1
17,GAD2,18,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000136750,Inhib,2.326517424,Oligo,0.1658070258,14.03147673,3,Inhib/Oligo: 14.031,2.115583238,-20977.67585,-20968.17336,2.875964071,2, std logFC = 2.876,,broad,GAD2
18,PDGFRA,19,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000134853,OPC,2.708879833,EndoMural,0.1486911615,18.21816311,4,OPC/EndoMural: 18.218,2.660844387,-24926.02107,-24916.51858,6.623062703,2, std logFC = 6.623,,broad,PDGFRA
19,CABP1,20,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000157782,Excit,2.510583463,Oligo,0.504915941,4.972280055,21,Excit/Oligo: 4.972,1.913232828,-17212.32586,-17202.82338,1.918615179,2, std logFC = 1.919,,broad,CABP1
20,ADGRV1,21,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000164199,Astro,4.473246084,Excit,0.5158270259,8.671988591,6,Astro/Excit: 8.672,3.978323448,-20881.17828,-20871.67579,4.110730183,2, std logFC = 4.111,,broad,ADGRV1
21,EBF1,22,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000164330,EndoMural,3.366858494,Inhib,0.1538390138,21.88559593,7,EndoMural/Inhib: 21.886,3.28545377,-19807.44179,-19797.9393,5.282737171,2, std logFC = 5.283,,broad,EBF1
22,APBB1IP,23,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000077420,Micro,3.82802585,EndoMural,0.1379134818,27.75671966,12,Micro/EndoMural: 27.757,3.785317824,-33045.61491,-33036.11242,9.006461122,2, std logFC = 9.006,,broad,APBB1IP
23,GAD2,24,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000136750,Inhib,2.326517424,Excit_L2/3,0.6869905244,3.386534954,9,Inhib/Excit_L2/3: 3.387,2.117471009,-21035.58962,-21026.08713,2.924786644,2, std logFC = 2.925,,layer,GAD2
24,PDGFRA,25,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000134853,OPC,2.708879833,EndoMural,0.1486911615,18.21816311,4,OPC/EndoMural: 18.218,2.661366083,-24639.22108,-24629.7186,6.636112056,2, std logFC = 6.636,,layer,PDGFRA
25,CALM1,26,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000198668,Excit_L3/4/5,5.74028179,Excit_L4,4.987590797,1.15091274,15,Excit_L3/4/5/Excit_L4: 1.151,2.354909866,-3489.442816,-3479.940328,1.638514659,2, std logFC = 1.639,,layer,CALM1
26,CUX2,27,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000111249,Excit_L3,2.400736547,Inhib,1.535578791,1.563408248,7,Excit_L3/Inhib: 1.563,1.969430629,-12347.48171,-12337.97923,1.965153047,2, std logFC = 1.965,,layer,CUX2
27,ADGRV1,28,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000164199,Astro,4.473246084,Excit_L3,0.5998035463,7.457852011,6,Astro/Excit_L3: 7.458,3.997336738,-20967.08141,-20957.57892,4.167294033,2, std logFC = 4.167,,layer,ADGRV1
28,EBF1,29,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000164330,EndoMural,3.366858494,Inhib,0.1538390138,21.88559593,5,EndoMural/Inhib: 21.886,3.297611891,-21376.38612,-21366.88363,5.626266372,2, std logFC = 5.626,,layer,EBF1
29,APBB1IP,30,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000077420,Micro,3.82802585,EndoMural,0.1379134818,27.75671966,11,Micro/EndoMural: 27.757,3.786556774,-32457.1598,-32447.65732,8.992548136,2, std logFC = 8.993,,layer,APBB1IP
30,AC099517.1,31,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000287176,Excit_L5/6,1.096716549,Excit_L5,0.7892758353,1.389522522,22,Excit_L5/6/Excit_L5: 1.39,0.9844434124,-4108.21197,-4098.709483,1.94656857,2, std logFC = 1.947,,layer,AC099517.1
31,AC073091.3,32,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000287172,Excit_L5,2.799017012,Excit_L5/6,1.732461721,1.615629932,14,Excit_L5/Excit_L5/6: 1.616,2.240268387,-5465.523097,-5456.02061,2.270115933,2, std logFC = 2.27,,layer,AC073091.3
32,MOBP,33,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000168314,Oligo,3.538881555,Micro,0.3821774358,9.259786749,19,Oligo/Micro: 9.26,3.2201278,-27951.86856,-27942.77154,3.37455489,3, std logFC = 3.375,,broad,MOBP
33,MEGF11,34,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000157890,OPC,3.351998122,Inhib,0.2164735628,15.48456116,5,OPC/Inhib: 15.485,3.22097198,-24488.41936,-24479.32234,6.535601574,3, std logFC = 6.536,,broad,MEGF11
34,ADAM28,35,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000042980,Micro,3.005809501,Inhib,0.1116458658,26.92271209,14,Micro/Inhib: 26.923,2.953040163,-26207.24442,-26198.1474,7.470789811,3, std logFC = 7.471,,broad,ADAM28
35,GAD1,36,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000128683,Inhib,2.370257819,OPC,0.9781879376,2.423110864,20,Inhib/OPC: 2.423,2.134891009,-20843.6985,-20834.60148,2.905628895,3, std logFC = 2.906,,layer,GAD1
36,MOBP,37,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000168314,Oligo,3.538881555,Excit_L2/3,0.429038715,8.248396779,19,Oligo/Excit_L2/3: 8.248,3.264762216,-28589.15327,-28580.05624,3.498833224,3, std logFC = 3.499,,layer,MOBP
37,MEGF11,38,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000157890,OPC,3.351998122,Excit_L6,0.4393208706,7.6299542,8,OPC/Excit_L6: 7.63,3.221269673,-24076.45133,-24067.35431,6.521045022,3, std logFC = 6.521,,layer,MEGF11
38,TUBA1B,39,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000123416,Excit_L3/4/5,3.856794784,Excit_L4,3.259121796,1.183384674,10,Excit_L3/4/5/Excit_L4: 1.183,2.152929616,-3376.611792,-3367.51477,1.610062965,3, std logFC = 1.61,,layer,TUBA1B
39,TSHZ2,40,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000182463,Excit_L4,2.513501671,Excit_L5,1.815381111,1.384558678,1,Excit_L4/Excit_L5: 1.385,2.041678543,-3525.994817,-3516.897794,1.825827726,3, std logFC = 1.826,,layer,TSHZ2
40,AL137139.2,41,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000286757,Astro,2.750399175,EndoMural,0.7166476389,3.837868188,20,Astro/EndoMural: 3.838,2.595534945,-17585.73933,-17576.64231,3.686137516,3, std logFC = 3.686,,layer,AL137139.2
41,EPAS1,42,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000116016,EndoMural,3.286727061,OPC,0.583780088,5.630077368,24,EndoMural/OPC: 5.63,3.13899098,-18569.36355,-18560.26653,5.094193063,3, std logFC = 5.094,,layer,EPAS1
42,ADAM28,43,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000042980,Micro,3.005809501,Inhib,0.1116458658,26.92271209,13,Micro/Inhib: 26.923,2.953090913,-25692.73878,-25683.64175,7.436880268,3, std logFC = 7.437,,layer,ADAM28
43,LINC00343,44,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000226620,Excit_L5/6,0.6838777434,Excit_L4,0.1966485482,3.477664848,1,Excit_L5/6/Excit_L4: 3.478,0.612425043,-3815.624154,-3806.527131,1.870723949,3, std logFC = 1.871,,layer,LINC00343
44,AL033539.2,45,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000286954,Excit_L5,0.5831326126,Excit_L4,0.2623003828,2.223148157,4,Excit_L5/Excit_L4: 2.223,0.5387135463,-5367.091019,-5357.993996,2.247459805,3, std logFC = 2.247,,layer,AL033539.2
45,GRIP2,46,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000144596,Inhib,1.454320477,EndoMural,0.1302827841,11.16279857,6,Inhib/EndoMural: 11.163,1.294597378,-18824.6624,-18815.85306,2.666933752,4, std logFC = 2.667,,broad,GRIP2
46,BX284613.2,47,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000231424,OPC,3.206382317,EndoMural,0.496363375,6.459747995,13,OPC/EndoMural: 6.46,3.113238963,-23593.02996,-23584.22062,6.357212581,4, std logFC = 6.357,,broad,BX284613.2
47,LINC00299,48,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000236790,Astro,3.197232057,Excit,0.4970508863,6.432403895,11,Astro/Excit: 6.432,2.843051279,-15690.46465,-15681.65531,3.386312678,4, std logFC = 3.386,,broad,LINC00299
48,FLT1,49,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000102755,EndoMural,3.250079224,Micro,0.2425572587,13.39922475,12,EndoMural/Micro: 13.399,3.128544555,-15945.16946,-15936.36012,4.563792751,4, std logFC = 4.564,,broad,FLT1
49,TBXAS1,50,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000059377,Micro,2.968864785,Astro,0.1011493705,29.35129273,10,Micro/Astro: 29.351,2.920644873,-24296.42317,-24287.61383,7.054872707,4, std logFC = 7.055,,broad,TBXAS1
50,ZNF385D,51,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000151789,Inhib,3.711723082,Excit_L2/3,1.636083675,2.268663357,23,Inhib/Excit_L2/3: 2.269,3.094519038,-19109.90017,-19101.09083,2.732838004,4, std logFC = 2.733,,layer,ZNF385D
51,VCAN,52,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000038427,OPC,4.239971898,Astro,0.6973526945,6.080096817,14,OPC/Astro: 6.08,4.093962541,-23078.97859,-23070.16925,6.317945452,4, std logFC = 6.318,,layer,VCAN
52,STMN2,53,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000104435,Excit_L3/4/5,3.558073538,Excit_L4,3.151266501,1.129093187,24,Excit_L3/4/5/Excit_L4: 1.129,2.066072579,-2987.657537,-2978.848197,1.508844291,4, std logFC = 1.509,,layer,STMN2
53,FLT1,54,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000102755,EndoMural,3.250079224,Micro,0.2425572587,13.39922475,10,EndoMural/Micro: 13.399,3.135745883,-15914.36183,-15905.55249,4.590363107,4, std logFC = 4.59,,layer,FLT1
54,TBXAS1,55,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000059377,Micro,2.968864785,Astro,0.1011493705,29.35129273,9,Micro/Astro: 29.351,2.920646171,-23800.559,-23791.74966,7.016004295,4, std logFC = 7.016,,layer,TBXAS1
55,AC019211.1,56,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000239498,Excit_L5/6,2.768667305,Excit_L3,1.951978314,1.418390402,19,Excit_L5/6/Excit_L3: 1.418,1.936861229,-3285.072502,-3276.263162,1.72699297,4, std logFC = 1.727,,layer,AC019211.1
56,TLL1,57,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000038295,Excit_L5,1.566350741,Excit_L5/6,0.7142612438,2.192966165,5,Excit_L5/Excit_L5/6: 2.193,1.413459313,-5326.778106,-5317.968765,2.238138652,4, std logFC = 2.238,,layer,TLL1
57,TF,58,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000091513,Oligo,3.281925193,Astro,0.4361364794,7.524995838,22,Oligo/Astro: 7.525,2.974140605,-25258.08742,-25249.50122,3.120593098,5, std logFC = 3.121,,broad,TF
58,VCAN,59,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000038427,OPC,4.239971898,Astro,0.6973526945,6.080096817,15,OPC/Astro: 6.08,4.093854266,-23366.01208,-23357.42589,6.312093879,5, std logFC = 6.312,,broad,VCAN
59,PRDM16,60,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000142611,Astro,1.965483537,EndoMural,0.1415356302,13.88684626,1,Astro/EndoMural: 13.887,1.890689945,-15153.31748,-15144.73129,3.31059695,5, std logFC = 3.311,,broad,PRDM16
60,COBLL1,61,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000082438,EndoMural,3.535001711,Excit,0.3801767269,9.29831171,17,EndoMural/Excit: 9.298,3.273943496,-15446.89134,-15438.30514,4.470288074,5, std logFC = 4.47,,broad,COBLL1
61,CSF2RA,62,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000198223,Micro,2.489448328,EndoMural,0.03987363654,62.43344085,5,Micro/EndoMural: 62.433,2.464231696,-23546.26297,-23537.67677,6.892680072,5, std logFC = 6.893,,broad,CSF2RA
62,GRIP2,63,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000144596,Inhib,1.454320477,Excit_L2/3,0.41529399,3.501905907,8,Inhib/Excit_L2/3: 3.502,1.297473899,-18670.68231,-18662.09611,2.689107384,5, std logFC = 2.689,,layer,GRIP2
63,TF,64,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000091513,Oligo,3.281925193,Astro,0.4361364794,7.524995838,21,Oligo/Astro: 7.525,3.031333133,-26430.26489,-26421.6787,3.287157931,5, std logFC = 3.287,,layer,TF
64,BX284613.2,65,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000231424,OPC,3.206382317,EndoMural,0.496363375,6.459747995,12,OPC/EndoMural: 6.46,3.111097484,-22884.31923,-22875.73304,6.278424716,5, std logFC = 6.278,,layer,BX284613.2
65,CALM3,66,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000160014,Excit_L3/4/5,3.709015615,Excit_L4,3.223571557,1.150591991,16,Excit_L3/4/5/Excit_L4: 1.151,1.985257658,-2909.569992,-2900.983795,1.487876047,5, std logFC = 1.488,,layer,CALM3
66,AC092957.1,67,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000243620,EndoMural,2.16355825,Astro,0.1154847537,18.73457908,6,EndoMural/Astro: 18.735,2.136118087,-15352.65638,-15344.07018,4.48316734,5, std logFC = 4.483,,layer,AC092957.1
67,CSF2RA,68,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000198223,Micro,2.489448328,Excit_L2/3,0.04203762655,59.21952623,5,Micro/Excit_L2/3: 59.22,2.464479819,-23024.7494,-23016.1632,6.844712531,5, std logFC = 6.845,,layer,CSF2RA
68,LINC02718,69,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000255418,Excit_L6,0.6996451567,EndoMural,0.06321257245,11.06813296,1,Excit_L6/EndoMural: 11.068,0.6548837902,-4351.073982,-4342.487785,2.341138402,5, std logFC = 2.341,,layer,LINC02718
69,CASC15,70,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000272168,Excit_L5,3.445054998,Excit_L4,2.00686097,1.716638596,13,Excit_L5/Excit_L4: 1.717,2.561174412,-5282.18967,-5273.603473,2.227799686,5, std logFC = 2.228,,layer,CASC15
70,ENPP2,71,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000136960,Oligo,2.833830413,OPC,0.2844518545,9.962425514,15,Oligo/OPC: 9.962,2.707451245,-24995.76515,-24987.36127,3.096082136,6, std logFC = 3.096,,broad,ENPP2
71,LHFPL3,72,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000187416,OPC,5.943482667,Inhib,0.8290598316,7.168942988,10,OPC/Inhib: 7.169,5.602913607,-20162.95467,-20154.5508,5.678810335,6, std logFC = 5.679,,broad,LHFPL3
72,AC092957.1,73,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000243620,EndoMural,2.16355825,Astro,0.1154847537,18.73457908,8,EndoMural/Astro: 18.735,2.134194384,-15379.8881,-15371.48422,4.457692082,6, std logFC = 4.458,,broad,AC092957.1
73,FYB1,74,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000082074,Micro,2.551032802,EndoMural,0.1481983393,17.2136396,18,Micro/EndoMural: 17.214,2.523305139,-21189.15714,-21180.75326,6.385918489,6, std logFC = 6.386,,broad,FYB1
74,LHFPL3,75,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000187416,OPC,5.943482667,Inhib,0.8290598316,7.168942988,9,OPC/Inhib: 7.169,5.625539581,-20159.08824,-20150.68437,5.728066973,6, std logFC = 5.728,,layer,LHFPL3
75,NORAD,76,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000260032,Excit_L3/4/5,3.350699442,Excit_L4,2.841384123,1.17924902,11,Excit_L3/4/5/Excit_L4: 1.179,1.867739455,-2904.971247,-2896.567372,1.486633854,6, std logFC = 1.487,,layer,NORAD
76,AC008574.1,77,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000251293,Excit_L3,0.9575423718,Excit_L2/3,0.4575828704,2.092609741,2,Excit_L3/Excit_L2/3: 2.093,0.8900419455,-10798.82644,-10790.42256,1.809927618,6, std logFC = 1.81,,layer,AC008574.1
77,PRDM16,78,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000142611,Astro,1.965483537,EndoMural,0.1415356302,13.88684626,1,Astro/EndoMural: 13.887,1.893996413,-14914.85085,-14906.44697,3.304215312,6, std logFC = 3.304,,layer,PRDM16
78,FYB1,79,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000082074,Micro,2.551032802,EndoMural,0.1481983393,17.2136396,16,Micro/EndoMural: 17.214,2.523447889,-20643.88812,-20635.48424,6.322406089,6, std logFC = 6.322,,layer,FYB1
79,ADAMTSL1,80,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000178031,Excit_L6,2.377115062,Excit_L5,0.9454280519,2.514326773,6,Excit_L6/Excit_L5: 2.514,2.008588364,-4203.428163,-4195.024288,2.297825729,6, std logFC = 2.298,,layer,ADAMTSL1
80,ANK1,81,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000029534,Inhib,1.640331625,Excit,0.2162203098,7.586390134,10,Inhib/Excit: 7.586,1.474123431,-16081.11571,-16072.86598,2.399709636,7, std logFC = 2.4,,broad,ANK1
81,FERMT1,82,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000101311,OPC,1.722814414,EndoMural,0.04082874593,42.1961139,2,OPC/EndoMural: 42.196,1.692500655,-18984.97429,-18976.72456,5.446649042,7, std logFC = 5.447,,broad,FERMT1
82,MLIP,83,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000146147,Excit,1.646129521,Oligo,0.2236439769,7.360491186,10,Excit/Oligo: 7.36,1.419368353,-12476.19844,-12467.94872,1.560524131,7, std logFC = 1.561,,broad,MLIP
83,GLI3,84,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000106571,Astro,1.974149301,EndoMural,0.407848692,4.840396305,18,Astro/EndoMural: 4.84,1.886689057,-14289.69413,-14281.44441,3.18822336,7, std logFC = 3.188,,broad,GLI3
84,ATP10A,85,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000206190,EndoMural,2.90391912,Excit,0.1122570077,25.86848855,5,EndoMural/Excit: 25.868,2.803930781,-15174.06071,-15165.81099,4.418962316,7, std logFC = 4.419,,broad,ATP10A
85,ANK1,86,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000029534,Inhib,1.640331625,Excit_L2/3,0.6175970678,2.655989983,14,Inhib/Excit_L2/3: 2.656,1.50843475,-17034.06009,-17025.81037,2.526017253,7, std logFC = 2.526,,layer,ANK1
86,ENPP2,87,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000136960,Oligo,2.833830413,OPC,0.2844518545,9.962425514,14,Oligo/OPC: 9.962,2.734614411,-25019.02205,-25010.77233,3.150591195,7, std logFC = 3.151,,layer,ENPP2
87,COL9A1,88,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000112280,OPC,1.788626477,EndoMural,0.09293992573,19.24497425,3,OPC/EndoMural: 19.245,1.762865747,-18536.14412,-18527.8944,5.401756121,7, std logFC = 5.402,,layer,COL9A1
88,GLI3,89,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000106571,Astro,1.974149301,EndoMural,0.407848692,4.840396305,13,Astro/EndoMural: 4.84,1.886750458,-13995.79917,-13987.54944,3.171460728,7, std logFC = 3.171,,layer,GLI3
89,ATP10A,90,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000206190,EndoMural,2.90391912,Excit_L6,0.2181010003,13.31456122,11,EndoMural/Excit_L6: 13.315,2.806470362,-14997.12634,-14988.87662,4.415139852,7, std logFC = 4.415,,layer,ATP10A
90,C3,91,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000125730,Micro,2.52206604,Oligo,0.07219728309,34.93297714,7,Micro/Oligo: 34.933,2.485800545,-20240.83407,-20232.58435,6.234341526,7, std logFC = 6.234,,layer,C3
91,COL9A1,92,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000112280,OPC,1.788626477,EndoMural,0.09293992573,19.24497425,3,OPC/EndoMural: 19.245,1.762132666,-18731.56562,-18723.44942,5.396693614,8, std logFC = 5.397,,broad,COL9A1
92,CARMN,93,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000249669,EndoMural,1.643565406,Oligo,0.0263563217,62.35943788,1,EndoMural/Oligo: 62.359,1.627501258,-14393.44504,-14385.32884,4.271525569,8, std logFC = 4.272,,broad,CARMN
93,LINC01374,94,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000280560,Micro,2.665601597,Inhib,0.08852780987,30.11033031,9,Micro/Inhib: 30.11,2.614257162,-19845.10532,-19836.98913,6.098132232,8, std logFC = 6.098,,broad,LINC01374
94,TMEM144,95,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000164124,Oligo,3.011743854,Astro,0.5404121759,5.573049588,24,Oligo/Astro: 5.573,2.813875241,-23039.42418,-23031.30798,2.9609775,8, std logFC = 2.961,,layer,TMEM144
95,FERMT1,96,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000101311,OPC,1.722814414,Excit_L5,0.04741369715,36.33579572,2,OPC/Excit_L5: 36.336,1.693277281,-18530.83724,-18522.72105,5.400689362,8, std logFC = 5.401,,layer,FERMT1
96,ABCG2,97,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000118777,EndoMural,2.223753949,Micro,0.1416969614,15.69373067,8,EndoMural/Micro: 15.694,2.171291149,-14281.57978,-14273.46359,4.277720977,8, std logFC = 4.278,,layer,ABCG2
97,AC109466.1,98,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000241956,Excit_L5,2.875408149,Excit_L5/6,1.64483523,1.748143582,11,Excit_L5/Excit_L5/6: 1.748,2.381282963,-4736.240644,-4728.124451,2.098532254,8, std logFC = 2.099,,layer,AC109466.1
98,STK32A,99,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000169302,OPC,2.019957136,Astro,0.1383572451,14.59957616,6,OPC/Astro: 14.6,1.957761947,-17803.04522,-17795.04681,5.213497939,9, std logFC = 5.213,,broad,STK32A
99,RFX4,100,"From literature https://www.science.org/doi/10.1126/science.adh1938 , I didn't use the scdata because I think it can be very noisy",ENSG00000111783,Astro,2.487167051,OPC,0.6013049407,4.136282413,24,Astro/OPC: 4.136,2.23519419,-13159.12695,-13151.12854,3.026513325,9, std logFC = 3.027,,broad,RFX4