panel_design/6.csv

symbol,Ranking,Annotation & Reasoning,gene,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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
ABCG2,101,"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,0.1416969614,15.69373067,11,EndoMural/Micro: 15.694,2.168238435,-14358.17224,-14350.17383,4.264840793,9, std logFC = 4.265,,broad
C3,102,"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,0.07219728309,34.93297714,8,Micro/Oligo: 34.933,2.479048886,-19530.91812,-19522.91971,6.030900834,9, std logFC = 6.031,,broad
IGF1,103,"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",ENSG00000017427,Inhib,1.207954344,Micro,0.4643309408,2.601494403,15,Inhib/Micro: 2.601,1.085057741,-12337.42096,-12329.42255,2.050834687,9, std logFC = 2.051,,layer
STK32A,104,"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,0.1383572451,14.59957616,5,OPC/Astro: 14.6,1.960969367,-17786.92561,-17778.9272,5.251108072,9, std logFC = 5.251,,layer
IDS,105,"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",ENSG00000010404,Excit_L3/4/5,3.71431134,Excit_L4,3.097842565,1.198999388,7,Excit_L3/4/5/Excit_L4: 1.199,1.822760661,-2652.958629,-2644.960219,1.417233814,9, std logFC = 1.417,,layer
RFX4,106,"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,0.6013049407,4.136282413,19,Astro/OPC: 4.136,2.235231865,-13002.89052,-12994.89211,3.026793957,9, std logFC = 3.027,,layer
CARMN,107,"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: 62.359,1.62914635,-14151.25905,-14143.26064,4.252610704,9, std logFC = 4.253,,layer
LINC01374,108,"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,Excit_L2/3,0.1209461776,22.03956875,14,Micro/Excit_L2/3: 22.04,2.614088563,-19368.9252,-19360.92679,6.044024163,9, std logFC = 6.044,,layer
KIAA1217,109,"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",ENSG00000120549,Excit_L6,4.476844625,Inhib,2.447500224,1.829149833,12,Excit_L6/Inhib: 1.829,3.134164009,-3063.328171,-3055.329761,1.940285622,9, std logFC = 1.94,,layer
SYNPR,110,"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",ENSG00000163630,Inhib,3.120004834,Excit,0.8724556595,3.576118511,23,Inhib/Excit: 3.576,2.348625671,-12051.46778,-12043.57473,1.998522788,10, std logFC = 1.999,,broad
SMOC1,111,"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",ENSG00000198732,OPC,2.695256688,Oligo,0.4193902381,6.426608069,14,OPC/Oligo: 6.427,2.5575356,-12775.37056,-12767.47751,4.206881046,10, std logFC = 4.207,,broad
MECOM,112,"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",ENSG00000085276,EndoMural,2.250476203,OPC,0.1016495433,22.1395604,6,EndoMural/OPC: 22.14,2.20961047,-14328.39711,-14320.50406,4.259196264,10, std logFC = 4.259,,broad
BLNK,113,"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",ENSG00000095585,Micro,2.002882461,Oligo,0.02678543501,74.77505818,3,Micro/Oligo: 74.775,1.982263748,-18454.05934,-18446.16629,5.800409249,10, std logFC = 5.8,,broad
SMOC1,114,"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",ENSG00000198732,OPC,2.695256688,Oligo,0.4193902381,6.426608069,13,OPC/Oligo: 6.427,2.558973129,-12649.09865,-12641.2056,4.205190442,10, std logFC = 4.205,,layer
CALM2,115,"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",ENSG00000143933,Excit_L3/4/5,4.396157921,Excit_L4,3.807952517,1.154467631,14,Excit_L3/4/5/Excit_L4: 1.154,1.848887924,-2643.918919,-2636.025869,1.414693444,10, std logFC = 1.415,,layer
MECOM,116,"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",ENSG00000085276,EndoMural,2.250476203,OPC,0.1016495433,22.1395604,4,EndoMural/OPC: 22.14,2.210046204,-13992.7995,-13984.90645,4.222040776,10, std logFC = 4.222,,layer
BLNK,117,"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",ENSG00000095585,Micro,2.002882461,Oligo,0.02678543501,74.77505818,3,Micro/Oligo: 74.775,1.982020944,-17972.63512,-17964.74207,5.739397864,10, std logFC = 5.739,,layer
AC073091.4,118,"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",ENSG00000287749,Excit_L5,1.215286255,Excit_L5/6,0.6366974551,1.908734275,8,Excit_L5/Excit_L5/6: 1.909,1.02001771,-4584.970314,-4577.077264,2.061760921,10, std logFC = 2.062,,layer
MYT1,119,"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",ENSG00000196132,OPC,1.908497271,Inhib,0.3464032729,5.509466625,17,OPC/Inhib: 5.509,1.752463202,-12392.57639,-12384.77865,4.128283609,11, std logFC = 4.128,,broad
PAMR1,120,"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",ENSG00000149090,Astro,2.120835277,Excit,0.200048431,10.60160915,3,Astro/Excit: 10.602,1.952587157,-12481.13615,-12473.33841,2.928504013,11, std logFC = 2.929,,broad
SYNE2,121,"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",ENSG00000054654,EndoMural,2.567241961,OPC,0.3409544082,7.529575506,22,EndoMural/OPC: 7.53,2.395636832,-13465.04564,-13457.2479,4.094813686,11, std logFC = 4.095,,broad
IKZF1,122,"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",ENSG00000185811,Micro,2.062837557,EndoMural,0.1349670194,15.28401209,22,Micro/EndoMural: 15.284,2.044672516,-18057.65993,-18049.86219,5.71549041,11, std logFC = 5.715,,broad
MYT1,123,"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",ENSG00000196132,OPC,1.908497271,Inhib,0.3464032729,5.509466625,16,OPC/Inhib: 5.509,1.755374759,-12304.9398,-12297.14206,4.133464035,11, std logFC = 4.133,,layer
LINC01378,124,"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",ENSG00000236922,Excit_L3,1.599490081,Excit_L5,1.049665513,1.52380931,8,Excit_L3/Excit_L5: 1.524,1.308563463,-9071.786765,-9063.989026,1.631114364,11, std logFC = 1.631,,layer
COL5A3,125,"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",ENSG00000080573,Astro,2.302844157,EndoMural,0.6570010778,3.505084291,22,Astro/EndoMural: 3.505,2.123110144,-12625.76528,-12617.96754,2.971429657,11, std logFC = 2.971,,layer
SYNE2,126,"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",ENSG00000054654,EndoMural,2.567241961,OPC,0.3409544082,7.529575506,19,EndoMural/OPC: 7.53,2.39662461,-13427.85074,-13420.053,4.112684037,11, std logFC = 4.113,,layer
IKZF1,127,"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",ENSG00000185811,Micro,2.062837557,EndoMural,0.1349670194,15.28401209,19,Micro/EndoMural: 15.284,2.044819961,-17628.70658,-17620.90884,5.664314641,11, std logFC = 5.664,,layer
TRABD2A,128,"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",ENSG00000186854,Excit_L5,0.7658593859,Excit_L5/6,0.3389938883,2.25921296,3,Excit_L5/Excit_L5/6: 2.259,0.681590249,-4356.309844,-4348.512105,2.005299079,11, std logFC = 2.005,,layer
SLC12A8,129,"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",ENSG00000221955,Excit_L2/3,0.9334811335,Excit_L3,0.6588626127,1.416806957,2,Excit_L2/3/Excit_L3: 1.417,0.586042251,-50.2780032,-42.48026383,1.074640783,11, std logFC = 1.075,,layer
GRIN3A,130,"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",ENSG00000198785,Inhib,1.730543079,Excit,0.2999986878,5.76850216,12,Inhib/Excit: 5.769,1.438277757,-11545.03817,-11537.32744,1.946698438,12, std logFC = 1.947,,broad
NTN1,131,"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",ENSG00000065320,OPC,1.78926937,EndoMural,0.4206738151,4.253341439,21,OPC/EndoMural: 4.253,1.712181691,-11287.19113,-11279.4804,3.898727563,12, std logFC = 3.899,,broad
SYK,132,"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",ENSG00000165025,Micro,2.053288275,Inhib,0.09744501314,21.07125043,16,Micro/Inhib: 21.071,2.029754872,-17869.42799,-17861.71726,5.675143288,12, std logFC = 5.675,,broad
GRIN3A,133,"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",ENSG00000198785,Inhib,1.730543079,Excit_L5,0.7667857832,2.256879452,24,Inhib/Excit_L5: 2.257,1.446197713,-11453.13181,-11445.42109,1.958781122,12, std logFC = 1.959,,layer
CACNG4,134,"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",ENSG00000075461,OPC,1.829603104,Inhib,0.3062213481,5.9747732,15,OPC/Inhib: 5.975,1.751404365,-11050.48585,-11042.77512,3.868906114,12, std logFC = 3.869,,layer
LINC02296,135,"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",ENSG00000258859,Excit_L3,1.03274461,Excit_L2/3,0.4288175933,2.408354103,1,Excit_L3/Excit_L2/3: 2.408,0.9144674288,-8875.572722,-8867.861994,1.610300614,12, std logFC = 1.61,,layer
PAMR1,136,"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",ENSG00000149090,Astro,2.120835277,Excit_L3,0.3288294631,6.449651005,8,Astro/Excit_L3: 6.45,1.956115238,-12358.76127,-12351.05054,2.932072018,12, std logFC = 2.932,,layer
NOTCH3,137,"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",ENSG00000074181,EndoMural,1.573248357,Excit_L2/3,0.1117919159,14.07300648,9,EndoMural/Excit_L2/3: 14.073,1.548395314,-12627.72396,-12620.01324,3.956673595,12, std logFC = 3.957,,layer
SYK,138,"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",ENSG00000165025,Micro,2.053288275,Inhib,0.09744501314,21.07125043,15,Micro/Inhib: 21.071,2.029918564,-17422.46491,-17414.75418,5.619268791,12, std logFC = 5.619,,layer
AC007368.1,139,"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",ENSG00000255595,Excit_L5/6,2.268679446,Excit_L3,1.576194201,1.439340054,16,Excit_L5/6/Excit_L3: 1.439,1.545775475,-2669.146392,-2661.435664,1.547489937,12, std logFC = 1.547,,layer
COL12A1,140,"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",ENSG00000111799,Excit_L5,1.372629483,Excit_L5/6,0.5188828551,2.645355246,2,Excit_L5/Excit_L5/6: 2.645,1.07218827,-3537.679177,-3529.968449,1.792978663,12, std logFC = 1.793,,layer
KIT,141,"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",ENSG00000157404,Inhib,1.559251717,OPC,0.192720352,8.090747556,8,Inhib/OPC: 8.091,1.246343794,-10240.0014,-10232.37071,1.81090138,13, std logFC = 1.811,,broad
CACNG4,142,"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",ENSG00000075461,OPC,1.829603104,Inhib,0.3062213481,5.9747732,16,OPC/Inhib: 5.975,1.740927111,-10839.80173,-10832.17104,3.804545954,13, std logFC = 3.805,,broad
SLC25A18,143,"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",ENSG00000182902,Astro,1.878715421,Oligo,0.2333016133,8.052732229,8,Astro/Oligo: 8.053,1.738395843,-11293.23757,-11285.60688,2.754404576,13, std logFC = 2.754,,broad
ITGA1,144,"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",ENSG00000213949,EndoMural,1.759660119,Inhib,0.09437121122,18.6461538,9,EndoMural/Inhib: 18.646,1.695886668,-12584.89579,-12577.26511,3.925571863,13, std logFC = 3.926,,broad
NTN1,145,"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",ENSG00000065320,OPC,1.78926937,EndoMural,0.4206738151,4.253341439,18,OPC/EndoMural: 4.253,1.710917109,-10986.16239,-10978.53171,3.855189853,13, std logFC = 3.855,,layer
ENC1,146,"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",ENSG00000171617,Excit_L3/4/5,3.324038993,Excit_L3,2.711415538,1.225942297,5,Excit_L3/4/5/Excit_L3: 1.226,1.964480545,-2462.002024,-2454.371338,1.362750654,13, std logFC = 1.363,,layer
SLC25A18,147,"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",ENSG00000182902,Astro,1.878715421,Oligo,0.2333016133,8.052732229,5,Astro/Oligo: 8.053,1.764813824,-12083.41538,-12075.7847,2.891334822,13, std logFC = 2.891,,layer
CLDN5,148,"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",ENSG00000184113,EndoMural,1.744698836,Oligo,0.05984230862,29.15493865,2,EndoMural/Oligo: 29.155,1.702327822,-12486.89432,-12479.26363,3.929057898,13, std logFC = 3.929,,layer
DPP4,149,"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",ENSG00000197635,Excit_L6,0.6591071977,Excit_L4,0.1867582532,3.529199841,4,Excit_L6/Excit_L4: 3.529,0.5823384537,-2739.020873,-2731.390187,1.82897994,13, std logFC = 1.829,,layer
SAMD5,150,"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",ENSG00000203727,Inhib,1.963588183,Excit,0.371944217,5.279254503,15,Inhib/Excit: 5.279,1.510233132,-10233.80262,-10226.24604,1.810247485,14, std logFC = 1.81,,broad