Marker Genes

Dataset: Single-cell transcriptomic analysis of Alzheimer's disease

  • tissue: Prefrontal cortex
  • ontology: Brain
  • genotype: -
  • stage: Adult
  • treatment condition: WT, Alzheimers
  • cell/nucleus: Nuclei
  • pmid: 31042697
  • subset name: all
  • total genes: 17926
  • clustering: Fishers exact test
  • pseudotime: None
  • link:

Rows:362
dataset id cluster id cluster name cell type name sample id gene symbol entrez geneid species specific geneid
avg log fc (?)
pct 1 pct 2 p value padj
104 8 Ex12 Excitatory neurons all LRP1B 53353 6693 1.73 0
104 8 Ex12 Excitatory neurons all SEMA3E 9723 10727 4.49 0
104 8 Ex12 Excitatory neurons all DLC1 10395 2897 3.25 0
104 8 Ex12 Excitatory neurons all SULF1 23213 20391 5.46 0
104 8 Ex12 Excitatory neurons all CNTNAP3 79937 13834 3.71 0
104 8 Ex12 Excitatory neurons all TRPM3 80036 17992 2.83 0
104 8 Ex12 Excitatory neurons all LUZP2 338645 23206 3.26 0
104 8 Ex12 Excitatory neurons all KIAA1217 56243 25428 2.31 0
104 8 Ex12 Excitatory neurons all RYR3 6263 10485 3.53 0
104 8 Ex12 Excitatory neurons all HS3ST4 9951 5200 2.65 0
104 8 Ex12 Excitatory neurons all ASIC2 40 99 1.86 0
104 8 Ex12 Excitatory neurons all SRGAP1 57522 17382 3.44 6.13E-302
104 8 Ex12 Excitatory neurons all SEMA5A 9037 10736 3.34 2.53E-268
104 8 Ex12 Excitatory neurons all PCSK5 5125 8747 3.11 2.11E-261
104 8 Ex12 Excitatory neurons all MDGA2 161357 19835 1.39 2.92E-253
104 8 Ex12 Excitatory neurons all FOXP2 93986 13875 2.09 3.89E-244
104 8 Ex12 Excitatory neurons all TENM1 10178 8117 2.72 9.08E-244
104 8 Ex12 Excitatory neurons all RPRM 56475 24201 2.69 8.37E-235
104 8 Ex12 Excitatory neurons all CNTNAP3B 728577 32035 2.79 3.05E-233
104 8 Ex12 Excitatory neurons all MEGF11 84465 29635 3.52 1.15E-229
104 8 Ex12 Excitatory neurons all DPP10 57628 20823 1.23 2.82E-227
104 8 Ex12 Excitatory neurons all TMEFF2 23671 11867 1.82 8.86E-217
104 8 Ex12 Excitatory neurons all SDK1 221935 19307 2.26 2.19E-212
104 8 Ex12 Excitatory neurons all TLE4 7091 11840 2.08 3.42E-195
104 8 Ex12 Excitatory neurons all SLC35F1 222553 21483 1.69 3.16E-190
104 8 Ex12 Excitatory neurons all MCC 4163 6935 3.04 5.28E-179
104 8 Ex12 Excitatory neurons all BCL11B 64919 13222 2.29 3.45E-174
104 8 Ex12 Excitatory neurons all PCDH15 65217 14674 2.42 5.14E-169
104 8 Ex12 Excitatory neurons all MEIS2 4212 7001 1.7 7.05E-168
104 8 Ex12 Excitatory neurons all PITPNC1 26207 21045 2.21 9.67E-166
104 8 Ex12 Excitatory neurons all TRMT9B 57604 26725 2.02 2.8E-161
104 8 Ex12 Excitatory neurons all GRIK3 2899 4581 2.38 1.15E-159
104 8 Ex12 Excitatory neurons all ZFHX3 463 777 2.41 8.75E-158
104 8 Ex12 Excitatory neurons all NFIB 4781 7785 1.63 1.99E-154
104 8 Ex12 Excitatory neurons all RPS6KA2 6196 10431 1.61 7.22E-154
104 8 Ex12 Excitatory neurons all FILIP1 27145 21015 2.97 2.42E-151
104 8 Ex12 Excitatory neurons all PEX5L 51555 30024 1.17 4.04E-144
104 8 Ex12 Excitatory neurons all ROBO2 6092 10250 1.32 1.55E-140
104 8 Ex12 Excitatory neurons all SLC8A1 6546 11068 0.94 2.99E-140
104 8 Ex12 Excitatory neurons all RALYL 138046 27036 0.79 4.44E-139
104 8 Ex12 Excitatory neurons all C8orf34 116328 30905 2.34 1.64E-132
104 8 Ex12 Excitatory neurons all RYR2 6262 10484 0.78 1.86E-128
104 8 Ex12 Excitatory neurons all ADAMTSL1 92949 14632 2.6 9.47E-127
104 8 Ex12 Excitatory neurons all CDH11 1009 1750 2.16 2.16E-125
104 8 Ex12 Excitatory neurons all DGKG 1608 2853 1.57 1.0E-123
104 8 Ex12 Excitatory neurons all GRIP1 23426 18708 1.54 5.42E-122
104 8 Ex12 Excitatory neurons all CLSTN2 64084 17448 1.22 5.57E-122
104 8 Ex12 Excitatory neurons all DSCAML1 57453 14656 1.67 5.43E-118
104 8 Ex12 Excitatory neurons all GRIK4 2900 4582 1.96 7.52E-117
104 8 Ex12 Excitatory neurons all PDZRN4 29951 30552 1.47 1.89E-114
104 8 Ex12 Excitatory neurons all PCDH11X 27328 8656 1.47 1.53E-110
104 8 Ex12 Excitatory neurons all FRMPD4 9758 29007 0.84 3.3E-107
104 8 Ex12 Excitatory neurons all PTPRD 5789 9668 0.6 9.49E-106
104 8 Ex12 Excitatory neurons all PLCB4 5332 9059 1.84 1.38E-105
104 8 Ex12 Excitatory neurons all WLS 79971 30238 2.17 2.73E-105
104 8 Ex12 Excitatory neurons all SLC4A4 8671 11030 2.2 2.88E-105
104 8 Ex12 Excitatory neurons all CDH18 1016 1757 0.94 9.12E-105
104 8 Ex12 Excitatory neurons all CADPS 8618 1426 0.89 9.31E-105
104 8 Ex12 Excitatory neurons all AFDN 4301 7137 1.66 1.12E-103
104 8 Ex12 Excitatory neurons all SYNPO2 171024 17732 1.56 4.6E-101
104 8 Ex12 Excitatory neurons all B3GLCT 145173 20207 1.88 3.85E-97
104 8 Ex12 Excitatory neurons all SGCZ 137868 14075 1.96 9.71E-95
104 8 Ex12 Excitatory neurons all MCTP1 79772 26183 1.04 7.69E-94
104 8 Ex12 Excitatory neurons all EPHA5 2044 3389 1.45 1.5E-92
104 8 Ex12 Excitatory neurons all TOX 9760 18988 1.15 9.58E-90
104 8 Ex12 Excitatory neurons all FSTL5 56884 21386 1.32 8.42E-89
104 8 Ex12 Excitatory neurons all ZNF704 619279 32291 1.45 2.88E-87
104 8 Ex12 Excitatory neurons all ZNF385B 151126 26332 0.89 1.21E-86
104 8 Ex12 Excitatory neurons all SEMA3A 10371 10723 1.41 3.11E-86
104 8 Ex12 Excitatory neurons all GRM3 2913 4595 1.29 1.32E-85
104 8 Ex12 Excitatory neurons all TIAM1 7074 11805 1.38 4.85E-83
104 8 Ex12 Excitatory neurons all LRRC3B 116135 28105 2.57 5.17E-83
104 8 Ex12 Excitatory neurons all NFIA 4774 7784 1.2 1.15E-79
104 8 Ex12 Excitatory neurons all SLC18B1 116843 21573 2.05 5.55E-77
104 8 Ex12 Excitatory neurons all COL5A2 1290 2210 1.81 4.14E-75
104 8 Ex12 Excitatory neurons all PCLO 27445 13406 0.71 5.48E-74
104 8 Ex12 Excitatory neurons all DMD 1756 2928 0.68 6.24E-74
104 8 Ex12 Excitatory neurons all NRG1 3084 7997 0.85 6.94E-74
104 8 Ex12 Excitatory neurons all AFF3 3899 6473 0.73 2.62E-73
104 8 Ex12 Excitatory neurons all CNKSR3 154043 23034 2.18 4.32E-73
104 8 Ex12 Excitatory neurons all GHR 2690 4263 1.83 4.09E-72
104 8 Ex12 Excitatory neurons all PRKG1 5592 9414 1.15 6.32E-72
104 8 Ex12 Excitatory neurons all GNAL 2774 4388 1.22 3.68E-71
104 8 Ex12 Excitatory neurons all HIVEP3 59269 13561 1.1 1.88E-70
104 8 Ex12 Excitatory neurons all DIP2A 23181 17217 1.61 2.19E-69
104 8 Ex12 Excitatory neurons all OLFM3 118427 17990 0.88 8.19E-69
104 8 Ex12 Excitatory neurons all ZNF385D 79750 26191 1.1 1.23E-66
104 8 Ex12 Excitatory neurons all SORBS2 8470 24098 0.8 4.72E-65
104 8 Ex12 Excitatory neurons all PTPRG 5793 9671 0.82 6.32E-64
104 8 Ex12 Excitatory neurons all KCNH7 90134 18863 0.98 1.44E-62
104 8 Ex12 Excitatory neurons all DOK6 220164 28301 1.07 4.31E-62
104 8 Ex12 Excitatory neurons all DCHS2 54798 23111 1.96 6.46E-62
104 8 Ex12 Excitatory neurons all NEGR1 257194 17302 0.51 5.12E-61
104 8 Ex12 Excitatory neurons all PDE4B 5142 8781 1.27 5.73E-61
104 8 Ex12 Excitatory neurons all DIRAS2 54769 19323 1.05 8.08E-61
104 8 Ex12 Excitatory neurons all ZFPM2 23414 16700 0.82 4.16E-60
104 8 Ex12 Excitatory neurons all LSAMP 4045 6705 0.58 2.22E-58
104 8 Ex12 Excitatory neurons all B3GALT2 8707 917 1.46 7.31E-58
104 8 Ex12 Excitatory neurons all SEL1L3 23231 29108 1.54 4.69E-56
104 8 Ex12 Excitatory neurons all ERC1 23085 17072 0.92 1.1E-55
104 8 Ex12 Excitatory neurons all STARD13 90627 19164 1.39 1.86E-54
104 8 Ex12 Excitatory neurons all KLHL5 51088 6356 1.36 6.37E-54
104 8 Ex12 Excitatory neurons all SDK2 54549 19308 2.04 8.06E-54
104 8 Ex12 Excitatory neurons all CPE 1363 2303 0.79 1.54E-52
104 8 Ex12 Excitatory neurons all ADCY1 107 232 0.8 2.9E-52
104 8 Ex12 Excitatory neurons all PCDH11Y 83259 15813 1.66 5.32E-52
104 8 Ex12 Excitatory neurons all CCSER1 401145 29349 0.54 3.11E-51
104 8 Ex12 Excitatory neurons all CDH6 1004 1765 1.62 8.47E-51
104 8 Ex12 Excitatory neurons all DACH1 1602 2663 1.28 2.73E-50
104 8 Ex12 Excitatory neurons all NRP1 8829 8004 1.71 8.27E-50
104 8 Ex12 Excitatory neurons all SGK1 6446 10810 1.28 1.18E-49
104 8 Ex12 Excitatory neurons all RAPGEF4 11069 16626 0.76 2.82E-49
104 8 Ex12 Excitatory neurons all CACNA2D3 55799 15460 0.55 6.29E-49
104 8 Ex12 Excitatory neurons all GABRG3 2567 4088 0.8 6.73E-49
104 8 Ex12 Excitatory neurons all CADPS2 93664 16018 0.69 5.95E-46
104 8 Ex12 Excitatory neurons all NLGN1 22871 14291 0.5 1.64E-45
104 8 Ex12 Excitatory neurons all MMD 23531 7153 1.33 9.22E-45
104 8 Ex12 Excitatory neurons all LMO7 4008 6646 1.09 9.54E-45
104 8 Ex12 Excitatory neurons all DTNA 1837 3057 0.74 2.69E-44
104 8 Ex12 Excitatory neurons all ERBB4 2066 3432 1.8 1.51E-43
104 8 Ex12 Excitatory neurons all TNIK 23043 30765 0.88 2.71E-43
104 8 Ex12 Excitatory neurons all PPM1E 22843 19322 0.88 4.25E-43
104 8 Ex12 Excitatory neurons all ADAM23 8745 202 0.71 5.65E-43
104 8 Ex12 Excitatory neurons all SOX5 6660 11201 0.87 6.61E-43
104 8 Ex12 Excitatory neurons all NMNAT3 349565 20989 1.72 1.02E-42
104 8 Ex12 Excitatory neurons all GAREM1 64762 26136 1.06 5.56E-42
104 8 Ex12 Excitatory neurons all ANTXR1 84168 21014 1.31 2.49E-41
104 8 Ex12 Excitatory neurons all XKR4 114786 29394 0.89 4.26E-41
104 8 Ex12 Excitatory neurons all CEMIP2 23670 11869 1.28 7.38E-41
104 8 Ex12 Excitatory neurons all PCDH17 27253 14267 1.02 9.44E-41
104 8 Ex12 Excitatory neurons all PRKAG2 51422 9386 0.86 1.98E-40
104 8 Ex12 Excitatory neurons all CNTNAP5 129684 18748 0.53 7.97E-40
104 8 Ex12 Excitatory neurons all SSBP2 23635 15831 0.78 1.06E-39
104 8 Ex12 Excitatory neurons all BMPER 168667 24154 0.84 2.99E-38
104 8 Ex12 Excitatory neurons all CNTN1 1272 2171 0.5 3.31E-38
104 8 Ex12 Excitatory neurons all PBX1 5087 8632 0.55 3.48E-38
104 8 Ex12 Excitatory neurons all PTPRN2 5799 9677 0.6 1.06E-37
104 8 Ex12 Excitatory neurons all FARP1 10160 3591 1.09 1.54E-37
104 8 Ex12 Excitatory neurons all CHPT1 56994 17852 0.97 2.47E-37
104 8 Ex12 Excitatory neurons all NPTX1 4884 7952 0.77 3.28E-37
104 8 Ex12 Excitatory neurons all PAK5 57144 15916 0.86 7.79E-37
104 8 Ex12 Excitatory neurons all KCTD8 386617 22394 1.23 2.87E-36
104 8 Ex12 Excitatory neurons all SEMA5B 54437 10737 1.37 1.68E-35
104 8 Ex12 Excitatory neurons all GPR155 151556 22951 0.96 2.85E-35
104 8 Ex12 Excitatory neurons all LRRC4C 57689 29317 0.58 6.99E-35
104 8 Ex12 Excitatory neurons all SLC24A2 25769 10976 0.59 1.39E-34
104 8 Ex12 Excitatory neurons all FRAS1 80144 19185 1.05 1.92E-34
104 8 Ex12 Excitatory neurons all AKAP7 9465 377 1.5 2.0E-34
104 8 Ex12 Excitatory neurons all HLF 3131 4977 0.87 2.36E-34
104 8 Ex12 Excitatory neurons all TLK1 9874 11841 0.96 3.66E-34
104 8 Ex12 Excitatory neurons all CDHR3 222256 26308 1.12 3.09E-33
104 8 Ex12 Excitatory neurons all RASGRP1 10125 9878 1.33 3.19E-33
104 8 Ex12 Excitatory neurons all PDE8B 8622 8794 0.7 4.65E-33
104 8 Ex12 Excitatory neurons all EFR3A 23167 28970 0.78 3.6E-32
104 8 Ex12 Excitatory neurons all FGD4 121512 19125 1.54 2.51E-31
104 8 Ex12 Excitatory neurons all ANO6 196527 25240 1.35 5.77E-31
104 8 Ex12 Excitatory neurons all SLIT1 6585 11085 0.96 1.79E-30
104 8 Ex12 Excitatory neurons all SEC24D 9871 10706 1.06 2.16E-30
104 8 Ex12 Excitatory neurons all SORCS3 22986 16699 0.82 5.04E-30
104 8 Ex12 Excitatory neurons all NOS1AP 9722 16859 0.97 1.66E-29
104 8 Ex12 Excitatory neurons all BACH2 60468 14078 1.02 3.37E-29
104 8 Ex12 Excitatory neurons all ZBTB20 26137 13503 1.14 8.2E-29
104 8 Ex12 Excitatory neurons all AGAP1 116987 16922 0.55 9.26E-29
104 8 Ex12 Excitatory neurons all COL24A1 255631 20821 1.34 9.88E-29
104 8 Ex12 Excitatory neurons all SNTG2 54221 13741 1.79 1.16E-28
104 8 Ex12 Excitatory neurons all TUSC3 7991 30242 0.85 1.23E-28
104 8 Ex12 Excitatory neurons all KHDRBS3 10656 18117 0.5 1.46E-28
104 8 Ex12 Excitatory neurons all DGKI 9162 2855 0.5 1.63E-28
104 8 Ex12 Excitatory neurons all ZFYVE28 57732 29334 0.65 2.18E-28
104 8 Ex12 Excitatory neurons all ARL15 54622 25945 0.77 6.06E-28
104 8 Ex12 Excitatory neurons all B4GALNT3 283358 24137 1.25 2.38E-27
104 8 Ex12 Excitatory neurons all VAT1L 57687 29315 1.27 5.91E-27
104 8 Ex12 Excitatory neurons all INPP4B 8821 6075 0.54 7.14E-27
104 8 Ex12 Excitatory neurons all ST3GAL1 6482 10862 1.21 1.23E-26
104 8 Ex12 Excitatory neurons all GAS7 8522 4169 0.52 6.08E-26
104 8 Ex12 Excitatory neurons all SYNJ2 8871 11504 0.74 1.03E-25
104 8 Ex12 Excitatory neurons all CNTNAP4 85445 18747 1.05 1.06E-25
104 8 Ex12 Excitatory neurons all GNG7 2788 4410 1.01 2.02E-25
104 8 Ex12 Excitatory neurons all KIAA0930 23313 1314 0.66 2.52E-25
104 8 Ex12 Excitatory neurons all PDS5B 23047 20418 0.57 2.86E-25
104 8 Ex12 Excitatory neurons all GPR137C 283554 25445 0.9 6.36E-25
104 8 Ex12 Excitatory neurons all PPP1R9A 55607 14946 0.64 1.16E-24
104 8 Ex12 Excitatory neurons all SLIT3 6586 11087 0.71 4.05E-24
104 8 Ex12 Excitatory neurons all GALNT16 57452 23233 0.85 4.13E-24
104 8 Ex12 Excitatory neurons all NAV2 89797 15997 0.58 4.67E-24
104 8 Ex12 Excitatory neurons all NGEF 25791 7807 0.66 6.49E-24
104 8 Ex12 Excitatory neurons all NCALD 83988 7655 0.53 6.98E-24
104 8 Ex12 Excitatory neurons all SH3RF3 344558 24699 0.92 7.65E-24
104 8 Ex12 Excitatory neurons all HIVEP2 3097 4921 0.63 9.96E-24
104 8 Ex12 Excitatory neurons all CDS2 8760 1801 0.87 2.21E-23
104 8 Ex12 Excitatory neurons all MNS1 55329 29636 1.27 3.84E-23
104 8 Ex12 Excitatory neurons all FUT9 10690 4020 0.5 5.08E-23
104 8 Ex12 Excitatory neurons all SVOP 55530 25417 0.89 5.11E-23
104 8 Ex12 Excitatory neurons all CHST15 51363 18137 1.03 5.2E-23
104 8 Ex12 Excitatory neurons all ST6GAL2 84620 10861 1.11 1.71E-22
104 8 Ex12 Excitatory neurons all ILDR2 387597 18131 1.17 2.65E-22
104 8 Ex12 Excitatory neurons all GPR158 57512 23689 0.62 2.79E-22
104 8 Ex12 Excitatory neurons all RAP1GAP2 23108 29176 0.63 5.1E-22
104 8 Ex12 Excitatory neurons all CAMK2G 818 1463 0.56 6.98E-22
104 8 Ex12 Excitatory neurons all ANO4 121601 23837 0.95 8.95E-22
104 8 Ex12 Excitatory neurons all CPNE8 144402 23498 0.79 1.08E-21
104 8 Ex12 Excitatory neurons all HDAC4 9759 14063 0.77 2.88E-21
104 8 Ex12 Excitatory neurons all KSR2 283455 18610 0.51 3.99E-21
104 8 Ex12 Excitatory neurons all HTR1E 3354 5291 0.71 4.87E-21
104 8 Ex12 Excitatory neurons all GARNL3 84253 25425 0.6 7.43E-21
104 8 Ex12 Excitatory neurons all EFHD2 79180 28670 0.77 7.8E-21
104 8 Ex12 Excitatory neurons all CDH2 1000 1759 0.58 1.27E-20
104 8 Ex12 Excitatory neurons all RETREG1 54463 25964 0.61 1.81E-20
104 8 Ex12 Excitatory neurons all BCL11A 53335 13221 0.62 2.19E-20
104 8 Ex12 Excitatory neurons all PCDH10 57575 13404 0.89 3.54E-20
104 8 Ex12 Excitatory neurons all PABPC1 26986 8554 0.82 4.45E-20
104 8 Ex12 Excitatory neurons all JAM3 83700 15532 0.82 7.61E-20
104 8 Ex12 Excitatory neurons all SH3GL3 6457 10832 0.53 1.38E-19
104 8 Ex12 Excitatory neurons all ABLIM1 3983 78 0.63 1.41E-19
104 8 Ex12 Excitatory neurons all TBC1D4 9882 19165 0.98 2.0E-19
104 8 Ex12 Excitatory neurons all SNX25 83891 21883 1.11 3.22E-19
104 8 Ex12 Excitatory neurons all SHISA9 729993 37231 0.54 1.07E-18
104 8 Ex12 Excitatory neurons all PRICKLE2 166336 20340 0.65 1.54E-18
104 8 Ex12 Excitatory neurons all SGMS1 259230 29799 0.83 2.41E-18
104 8 Ex12 Excitatory neurons all FAM171B 165215 29412 0.65 2.88E-18
104 8 Ex12 Excitatory neurons all KCNH5 27133 6254 0.54 7.81E-18
104 8 Ex12 Excitatory neurons all FOXN3 1112 1928 0.66 8.51E-18
104 8 Ex12 Excitatory neurons all RNF130 55819 18280 0.63 1.11E-17
104 8 Ex12 Excitatory neurons all TMEM232 642987 37270 0.54 1.41E-17
104 8 Ex12 Excitatory neurons all ITGA9 3680 6145 0.86 2.11E-17
104 8 Ex12 Excitatory neurons all SLC7A14 57709 29326 0.86 2.6E-17
104 8 Ex12 Excitatory neurons all TEX2 55852 30884 0.95 2.65E-17
104 8 Ex12 Excitatory neurons all CASD1 64921 16014 0.7 3.25E-17
104 8 Ex12 Excitatory neurons all TNFRSF21 27242 13469 1.07 6.75E-17
104 8 Ex12 Excitatory neurons all SLC6A15 55117 13621 1.1 6.99E-17
104 8 Ex12 Excitatory neurons all MARK4 57787 13538 0.91 1.46E-16
104 8 Ex12 Excitatory neurons all PTPN2 5771 9650 0.8 1.49E-16
104 8 Ex12 Excitatory neurons all GDA 9615 4212 0.62 1.57E-16
104 8 Ex12 Excitatory neurons all PTCHD1 139411 26392 0.96 1.78E-16
104 8 Ex12 Excitatory neurons all PLAGL1 5325 9046 1.11 2.91E-16
104 8 Ex12 Excitatory neurons all ATP2B4 493 817 0.59 3.92E-16
104 8 Ex12 Excitatory neurons all CPLX2 10814 2310 0.5 4.35E-16
104 8 Ex12 Excitatory neurons all CDR2 1039 1799 0.71 7.99E-16
104 8 Ex12 Excitatory neurons all FAM3C 10447 18664 0.63 1.99E-15
104 8 Ex12 Excitatory neurons all EPHB2 2048 3393 1.16 2.36E-15
104 8 Ex12 Excitatory neurons all PRKD1 5587 9407 0.82 3.19E-15
104 8 Ex12 Excitatory neurons all MPP6 51678 18167 0.74 4.37E-15
104 8 Ex12 Excitatory neurons all DDAH1 23576 2715 0.61 4.86E-15
104 8 Ex12 Excitatory neurons all FILIP1L 11259 24589 1.17 6.71E-15
104 8 Ex12 Excitatory neurons all EPHA7 2045 3390 0.71 7.7E-15
104 8 Ex12 Excitatory neurons all SMURF1 57154 16807 0.88 9.51E-15
104 8 Ex12 Excitatory neurons all ATXN7L1 222255 22210 0.52 1.76E-14
104 8 Ex12 Excitatory neurons all FRMD3 257019 24125 1.06 1.89E-14
104 8 Ex12 Excitatory neurons all SLC1A2 6506 10940 0.71 2.07E-14
104 8 Ex12 Excitatory neurons all EML1 2009 3330 0.8 3.31E-14
104 8 Ex12 Excitatory neurons all OSBPL10 114884 16395 0.78 4.41E-14
104 8 Ex12 Excitatory neurons all ELL2 22936 17064 0.64 1.05E-13
104 8 Ex12 Excitatory neurons all CYTH3 9265 9504 0.79 1.35E-13
104 8 Ex12 Excitatory neurons all PODXL2 50512 17936 0.66 2.31E-13
104 8 Ex12 Excitatory neurons all HMGCLL1 54511 21359 0.76 2.47E-13
104 8 Ex12 Excitatory neurons all ANKRD6 22881 17280 1.02 2.88E-13
104 8 Ex12 Excitatory neurons all PTPRR 5801 9680 0.56 3.74E-13
104 8 Ex12 Excitatory neurons all ANKRD36 375248 24079 0.51 1.11E-12
104 8 Ex12 Excitatory neurons all CBWD5 220869 24584 0.7 1.4E-12
104 8 Ex12 Excitatory neurons all ATP8B1 5205 3706 0.93 1.45E-12
104 8 Ex12 Excitatory neurons all TEAD1 7003 11714 0.77 1.46E-12
104 8 Ex12 Excitatory neurons all ETV5 2119 3494 0.95 1.54E-12
104 8 Ex12 Excitatory neurons all PHKB 5257 8927 0.79 2.0E-12
104 8 Ex12 Excitatory neurons all PTPRM 5797 9675 0.78 2.0E-12
104 8 Ex12 Excitatory neurons all PEG10 23089 14005 0.81 2.08E-12
104 8 Ex12 Excitatory neurons all ZRANB2 9406 13058 0.5 3.17E-12
104 8 Ex12 Excitatory neurons all CCND2 894 1583 0.71 5.1E-12
104 8 Ex12 Excitatory neurons all GNPTAB 79158 29670 0.6 1.25E-11
104 8 Ex12 Excitatory neurons all CHN2 1124 1944 0.59 1.61E-11
104 8 Ex12 Excitatory neurons all HECTD2 143279 26736 0.77 1.9E-11
104 8 Ex12 Excitatory neurons all GRM8 2918 4600 0.93 2.62E-11
104 8 Ex12 Excitatory neurons all RSPO2 340419 28583 0.66 2.75E-11
104 8 Ex12 Excitatory neurons all ST8SIA1 6489 10869 0.51 4.39E-11
104 8 Ex12 Excitatory neurons all FCHSD2 9873 29114 0.68 5.8E-11
104 8 Ex12 Excitatory neurons all YPEL1 29799 12845 0.81 6.02E-11
104 8 Ex12 Excitatory neurons all MGLL 11343 17038 0.67 6.66E-11
104 8 Ex12 Excitatory neurons all DIXDC1 85458 23695 0.6 6.71E-11
104 8 Ex12 Excitatory neurons all LRP6 4040 6698 0.75 7.4E-11
104 8 Ex12 Excitatory neurons all GLIS1 148979 29525 0.89 7.84E-11
104 8 Ex12 Excitatory neurons all SIMC1 375484 24779 0.59 1.3E-10
104 8 Ex12 Excitatory neurons all JPH1 56704 14201 0.83 1.85E-10
104 8 Ex12 Excitatory neurons all KIF16B 55614 15869 0.71 2.18E-10
104 8 Ex12 Excitatory neurons all WSB1 26118 19221 0.51 2.19E-10
104 8 Ex12 Excitatory neurons all NRSN1 140767 17881 0.58 2.98E-10
104 8 Ex12 Excitatory neurons all AKAP13 11214 371 0.58 3.06E-10
104 8 Ex12 Excitatory neurons all DPY19L1 23333 22205 0.65 3.19E-10
104 8 Ex12 Excitatory neurons all ZNF804B 219578 21958 0.69 3.84E-10
104 8 Ex12 Excitatory neurons all BBS9 27241 30000 0.57 6.35E-10
104 8 Ex12 Excitatory neurons all CCDC57 284001 27564 0.5 1.24E-9
104 8 Ex12 Excitatory neurons all NETO2 81831 14644 0.76 1.32E-9
104 8 Ex12 Excitatory neurons all CLVS2 134829 23046 0.62 1.33E-9
104 8 Ex12 Excitatory neurons all KIAA1958 158405 23427 0.71 2.15E-9
104 8 Ex12 Excitatory neurons all CALN1 83698 13248 0.51 3.06E-9
104 8 Ex12 Excitatory neurons all UNC13B 10497 12566 0.78 3.58E-9
104 8 Ex12 Excitatory neurons all ARRB1 408 711 0.86 3.8E-9
104 8 Ex12 Excitatory neurons all PID1 55022 26084 0.72 4.98E-9
104 8 Ex12 Excitatory neurons all PDE1C 5137 8776 0.58 5.17E-9
104 8 Ex12 Excitatory neurons all ARHGAP22 58504 30320 0.92 5.57E-9
104 8 Ex12 Excitatory neurons all KANSL1L 151050 26310 0.58 5.63E-9
104 8 Ex12 Excitatory neurons all CEP85L 387119 21638 0.62 1.41E-8
104 8 Ex12 Excitatory neurons all ASAP2 8853 2721 0.59 1.5E-8
104 8 Ex12 Excitatory neurons all FARP2 9855 16460 0.84 1.5E-8
104 8 Ex12 Excitatory neurons all VWA3A 146177 27088 0.6 1.5E-8
104 8 Ex12 Excitatory neurons all OPRM1 4988 8156 0.86 1.78E-8
104 8 Ex12 Excitatory neurons all GLCE 26035 17855 0.66 2.14E-8
104 8 Ex12 Excitatory neurons all HS3ST2 9956 5195 0.5 2.18E-8
104 8 Ex12 Excitatory neurons all ZC2HC1A 51101 24277 0.63 2.36E-8
104 8 Ex12 Excitatory neurons all NAALADL2 254827 23219 0.59 2.38E-8
104 8 Ex12 Excitatory neurons all ZHX3 23051 15935 0.53 2.71E-8
104 8 Ex12 Excitatory neurons all CACNA1I 8911 1396 0.7 2.94E-8
104 8 Ex12 Excitatory neurons all PLPPR4 9890 23496 0.57 3.09E-8
104 8 Ex12 Excitatory neurons all ALDH3A2 224 403 0.74 3.73E-8
104 8 Ex12 Excitatory neurons all SGPP2 130367 19953 0.84 3.76E-8
104 8 Ex12 Excitatory neurons all CNNM1 26507 102 0.53 5.71E-8
104 8 Ex12 Excitatory neurons all SSTR2 6752 11331 0.56 8.86E-8
104 8 Ex12 Excitatory neurons all WDR19 57728 18340 0.61 1.22E-7
104 8 Ex12 Excitatory neurons all HIBCH 26275 4908 0.55 1.43E-7
104 8 Ex12 Excitatory neurons all RPTOR 57521 30287 0.72 1.54E-7
104 8 Ex12 Excitatory neurons all MIPOL1 145282 21460 0.51 1.86E-7
104 8 Ex12 Excitatory neurons all LRRN2 10446 16914 0.81 2.07E-7
104 8 Ex12 Excitatory neurons all MTSS1 9788 20443 0.73 2.24E-7
104 8 Ex12 Excitatory neurons all ESYT2 57488 22211 0.52 2.53E-7
104 8 Ex12 Excitatory neurons all STIM1 6786 11386 0.62 2.77E-7
104 8 Ex12 Excitatory neurons all STK38 11329 17847 0.83 3.55E-7
104 8 Ex12 Excitatory neurons all PDE4A 5141 8780 0.51 5.1E-7
104 8 Ex12 Excitatory neurons all USF3 205717 30494 0.65 7.47E-7
104 8 Ex12 Excitatory neurons all OSBPL9 114883 16386 0.72 8.43E-7
104 8 Ex12 Excitatory neurons all MFHAS1 9258 16982 0.57 8.89E-7
104 8 Ex12 Excitatory neurons all PRMT7 54496 25557 0.53 1.14E-6
104 8 Ex12 Excitatory neurons all DPH6 89978 30543 0.68 1.14E-6
104 8 Ex12 Excitatory neurons all SRGAP2 23380 19751 0.61 1.9E-6
104 8 Ex12 Excitatory neurons all RP11-192H23.4 NULL 0.55 1.94E-6
104 8 Ex12 Excitatory neurons all HIVEP1 3096 4920 0.76 3.14E-6
104 8 Ex12 Excitatory neurons all LCLAT1 253558 26756 0.68 3.34E-6
104 8 Ex12 Excitatory neurons all ZNF83 55769 13158 0.84 3.7E-6
104 8 Ex12 Excitatory neurons all GAB2 9846 14458 0.53 6.64E-6
104 8 Ex12 Excitatory neurons all B4GALT6 9331 929 0.59 7.28E-6
104 8 Ex12 Excitatory neurons all PRMT2 3275 5186 0.52 1.13E-5
104 8 Ex12 Excitatory neurons all MOB3B 79817 23825 0.6 1.23E-5
104 8 Ex12 Excitatory neurons all THADA 63892 19217 0.5 1.38E-5
104 8 Ex12 Excitatory neurons all TMEM268 203197 24513 0.59 1.82E-5
104 8 Ex12 Excitatory neurons all ZFYVE16 9765 20756 0.6 1.87E-5
104 8 Ex12 Excitatory neurons all CDC73 79577 16783 0.52 1.9E-5
104 8 Ex12 Excitatory neurons all USP24 23358 12623 0.58 2.24E-5
104 8 Ex12 Excitatory neurons all IFT88 8100 20606 0.6 2.69E-5
104 8 Ex12 Excitatory neurons all BTBD7 55727 18269 0.55 3.36E-5
104 8 Ex12 Excitatory neurons all RNF38 152006 18052 0.67 3.46E-5
104 8 Ex12 Excitatory neurons all ARMH4 145407 19846 0.61 6.27E-5
104 8 Ex12 Excitatory neurons all TRPM2 7226 12339 0.56 6.3E-5
104 8 Ex12 Excitatory neurons all COL11A1 1301 2186 0.54 0.000111522444231
104 8 Ex12 Excitatory neurons all KIAA1671 85379 29345 0.54 0.000251061377071
104 8 Ex12 Excitatory neurons all ZC4H2 55906 24931 0.51 0.000291541936936
104 8 Ex12 Excitatory neurons all RAPGEF1 2889 4568 0.52 0.000364685327548
104 8 Ex12 Excitatory neurons all NLGN4Y 22829 15529 0.5 0.000398229796571
104 8 Ex12 Excitatory neurons all MGAT4A 11320 7047 0.52 0.000419813362687
104 8 Ex12 Excitatory neurons all PGAP1 80055 25712 0.51 0.000528379970638
104 8 Ex12 Excitatory neurons all RGS7BP 401190 23271 0.55 0.000773298522318
104 8 Ex12 Excitatory neurons all EIF3E 3646 3277 0.66 0.000775855258375
104 8 Ex12 Excitatory neurons all LMF1 64788 14154 0.5 0.00112778295796
104 8 Ex12 Excitatory neurons all ZNF33A 7581 13096 0.51 0.001603986649259
104 8 Ex12 Excitatory neurons all H2AFV 94239 20664 0.52 0.003288962863997
104 8 Ex12 Excitatory neurons all DENND4C 55667 26079 0.57 0.008791829876919