Subclass # of nuclei Pearson r AUROC AUPRC 001 CLA-EPd-CTX Car3 Glut 13651 0.79596 0.91358 0.62254 002 IT EP-CLA Glut 7112 0.81719 0.91564 0.63737 003 L5/6 IT TPE-ENT Glut 11995 0.82258 0.91962 0.66017 004 L6 IT CTX Glut 35490 0.8055 0.92598 0.64985 005 L5 IT CTX Glut 33472 0.80513 0.92300 0.65179 006 L4/5 IT CTX Glut 123509 0.80654 0.92899 0.66009 007 L2/3 IT CTX Glut 118112 0.80859 0.92879 0.66409 008 L2/3 IT ENT Glut 11053 0.82766 0.92326 0.68049 009 L2/3 IT PIR-ENTl Glut 69285 0.83506 0.93339 0.69825 010 IT AON-TT-DP Glut 9570 0.80475 0.91983 0.65932 011 L2 IT ENT-po Glut 2591 0.81423 0.90038 0.64006 012 MEA Slc17a7 Glut 2767 0.84382 0.90020 0.65640 013 COAp Grxcr2 Glut 1205 0.79774 0.84310 0.56122 014 LA-BLA-BMA-PA Glut 8672 0.83377 0.92175 0.68358 015 ENTmv-PA-COAp Glut 739 0.76522 0.79557 0.50935 016 CA1-ProS Glut 19646 0.79589 0.92060 0.65214 017 CA3 Glut 12070 0.80305 0.91552 0.65659 018 L2 IT PPP-APr Glut 1090 0.78558 0.83458 0.52689 019 L2/3 IT PPP Glut 4136 0.82151 0.91188 0.64582 020 L2/3 IT RSP Glut 23981 0.81743 0.92417 0.63051 021 L4 RSP-ACA Glut 2902 0.77126 0.89153 0.58213 022 L5 ET CTX Glut 22039 0.79915 0.91920 0.64820 023 SUB-ProS Glut 2288 0.78066 0.87972 0.59519 025 CA2-FC-IG Glut 2581 0.77987 0.89493 0.61287 027 L6b EPd Glut 3054 0.81735 0.88843 0.60476 028 L6b/CT ENT Glut 5932 0.80195 0.90075 0.61133 029 L6b CTX Glut 11931 0.8229 0.91255 0.63803 030 L6 CT CTX Glut 79525 0.80792 0.92829 0.65169 031 CT SUB Glut 1011 0.79168 0.83096 0.53327 032 L5 NP CTX Glut 16262 0.82525 0.90727 0.62524 033 NP SUB Glut 1480 0.80677 0.84149 0.55034 035 OB Eomes Ms4a15 Glut 734 0.76282 0.79773 0.47994 036 HPF CR Glut 1419 0.74493 0.76701 0.45004 037 DG Glut 61697 0.79792 0.91918 0.63041 038 DG-PIR Ex IMN 8660 0.82472 0.87549 0.59687 039 OB Meis2 Thsd7b Gaba 1008 0.78036 0.76974 0.45286 040 OB Trdn Gaba 1212 0.7725 0.77525 0.44596 041 OB-in Frmd7 Gaba 9741 0.79932 0.89735 0.58365 042 OB-out Frmd7 Gaba 1343 0.74625 0.76364 0.44054 044 OB Dopa-Gaba 652 0.70559 0.76657 0.40224 045 OB-STR-CTX Inh IMN 6808 0.84162 0.87011 0.58859 046 Vip Gaba 17002 0.83418 0.91004 0.64064 047 Sncg Gaba 4592 0.82807 0.89560 0.61668 048 RHP-COA Ndnf Gaba 1500 0.8335 0.85585 0.58249 049 Lamp5 Gaba 15394 0.82876 0.91030 0.64423 050 Lamp5 Lhx6 Gaba 2547 0.81368 0.86577 0.58485 051 Pvalb chandelier Gaba 1864 0.81969 0.85317 0.54695 052 Pvalb Gaba 35234 0.83771 0.91819 0.63843 053 Sst Gaba 27454 0.84162 0.91550 0.64533 054 STR Prox1 Lhx6 Gaba 1771 0.81862 0.85974 0.57319 055 STR Lhx8 Gaba 1291 0.82266 0.83792 0.53985 056 Sst Chodl Gaba 2578 0.81355 0.87012 0.56519 057 NDB-SI-MA-STRv Lhx8 Gaba 7351 0.85916 0.89764 0.63332 058 PAL-STR Gaba-Chol 1839 0.814 0.86630 0.59005 059 GPe-SI Sox6 Cyp26b1 Gaba 806 0.80678 0.82739 0.52314 060 OT D3 Folh1 Gaba 7497 0.80814 0.88538 0.56322 061 STR D1 Gaba 14621 0.79181 0.89640 0.58471 062 STR D2 Gaba 51331 0.80148 0.91667 0.62291 063 STR D1 Sema5a Gaba 7738 0.80604 0.89999 0.59878 064 STR-PAL Chst9 Gaba 10107 0.83645 0.91648 0.63501 066 NDB-SI-ant Prdm12 Gaba 1548 0.82519 0.84514 0.56997 067 LSX Sall3 Pax6 Gaba 1521 0.79421 0.84322 0.55026 068 LSX Otx2 Gaba 2724 0.82175 0.88556 0.61481 069 LSX Nkx2-1 Gaba 5184 0.81527 0.91044 0.63852 070 LSX Prdm12 Slit2 Gaba 7635 0.81715 0.92057 0.65186 071 LSX Prdm12 Zeb2 Gaba 5523 0.80112 0.91439 0.64579 072 LSX Sall3 Lmo1 Gaba 3716 0.79472 0.90743 0.62348 073 MEA-BST Sox6 Gaba 2633 0.86468 0.88302 0.62401 074 MEA-BST Lhx6 Sp9 Gaba 1440 0.84371 0.85384 0.57914 076 MEA-BST Lhx6 Nfib Gaba 1960 0.84576 0.87364 0.61313 079 CEA-BST Six3 Cyp26b1 Gaba 2256 0.82666 0.87984 0.59911 080 CEA-AAA-BST Six3 Sp9 Gaba 2768 0.85659 0.88862 0.62270 081 ACB-BST-FS D1 Gaba 1619 0.83486 0.84196 0.55383 082 CEA-BST Ebf1 Pdyn Gaba 3285 0.86246 0.89477 0.63196 085 SI-MPO-LPO Lhx8 Gaba 1328 0.84007 0.85119 0.56797 086 MPO-ADP Lhx8 Gaba 2804 0.85907 0.86811 0.57991 087 MPN-MPO-LPO Lhx6 Zfhx3 Gaba 1634 0.83549 0.83747 0.54494 088 BST Tac2 Gaba 6221 0.88121 0.89146 0.64402 089 PVR Six3 Sox3 Gaba 1804 0.84138 0.84645 0.57238 090 BST-MPN Six3 Nrgn Gaba 2166 0.8482 0.86510 0.58378 091 ARH-PVi Six6 Dopa-Gaba 1815 0.8554 0.80031 0.54938 093 RT-ZI Gnb3 Gaba 6418 0.82305 0.90487 0.61431 094 SCH Six6 Cdc14a Gaba 1664 0.80165 0.79499 0.49616 095 DMH Prdm13 Gaba 845 0.79873 0.77933 0.47470 097 PVHd-SBPV Six3 Prox1 Gaba 2446 0.86417 0.87556 0.60099 098 AHN-SBPV-PVHd Pdrm12 Gaba 1440 0.83238 0.80749 0.53129 099 SBPV-PVa Six6 Satb2 Gaba 901 0.81124 0.80112 0.50419 100 AHN Onecut3 Gaba 2515 0.86086 0.85798 0.56599 101 ZI Pax6 Gaba 3969 0.87046 0.89498 0.63805 102 DMH-LHA Gsx1 Gaba 1979 0.86609 0.85742 0.57765 104 TU-ARH Otp Six6 Gaba 2086 0.8638 0.84806 0.56548 106 PVpo-VMPO-MPN Hmx2 Gaba 3515 0.87134 0.88183 0.60435 109 LGv-ZI Otx2 Gaba 1748 0.84233 0.86075 0.58678 111 TRS-BAC Sln Glut 3772 0.79824 0.86513 0.54632 113 MEA-COA-BMA Ccdc42 Glut 3394 0.85011 0.90485 0.63795 114 COAa-PAA-MEA Barhl2 Glut 3823 0.86226 0.89637 0.64387 115 MS-SF Bsx Glut 1365 0.82122 0.85465 0.58135 117 LHA Barhl2 Glut 1388 0.84448 0.83045 0.53484 118 ADP-MPO Trp73 Glut 646 0.80598 0.79455 0.50689 119 SI-MA-LPO-LHA Skor1 Glut 2919 0.85496 0.88142 0.61555 124 MPN-MPO-PVpo Hmx2 Glut 1366 0.83835 0.79788 0.52497 126 ARH-PVp Tbx3 Glut 1344 0.84467 0.82992 0.52866 128 VMH Fezf1 Glut 1050 0.8169 0.79499 0.50431 129 VMH Nr5a1 Glut 3246 0.83062 0.87738 0.57937 131 LHA-AHN-PVH Otp Trh Glut 2049 0.85581 0.84979 0.57099 132 AHN-RCH-LHA Otp Fezf1 Glut 1840 0.85112 0.84080 0.55681 133 PVH-SO-PVa Otp Glut 1580 0.83777 0.83186 0.52733 134 PH-ant-LHA Otp Bsx Glut 1563 0.86086 0.83811 0.56407 135 STN-PSTN Pitx2 Glut 2082 0.86272 0.87970 0.60450 137 PH-an Pitx2 Glut 835 0.83792 0.79959 0.53459 138 PH Pitx2 Glut 586 0.83652 0.82788 0.54785 139 PH-LHA Foxb1 Glut 2159 0.87234 0.88132 0.61878 141 PH-SUM Foxa1 Glut 514 0.83723 0.82905 0.55051 145 MH Tac2 Glut 3478 0.81302 0.85713 0.54277 146 LH Pou4f1 Sox1 Glut 973 0.84081 0.82482 0.54476 147 AD Serpinb7 Glut 2014 0.80466 0.87739 0.58163 148 AV Col27a1 Glut 951 0.7712 0.84077 0.53629 149 PVT-PT Ntrk1 Glut 4257 0.81119 0.91548 0.63245 150 CM-IAD-CL-PCN Sema5b Glut 2029 0.79187 0.89591 0.61042 151 TH Prkcd Grin2c Glut 18723 0.81142 0.91399 0.64470 152 RE-Xi Nox4 Glut 3187 0.81695 0.90435 0.61749 154 PF Fzd5 Glut 2159 0.83779 0.86439 0.58381 155 PRC-PAG Pax6 Glut 5726 0.88081 0.91100 0.66999 156 MB-ant-ve Dmrta2 Glut 811 0.83816 0.81839 0.53488 157 RN Spp1 Glut 2715 0.85991 0.89094 0.62355 159 IF-RL-CLI-PAG Foxa1 Glut 1381 0.86075 0.86433 0.60337 160 PAG-SC Neurod2 Meis2 Glut 1455 0.85986 0.85962 0.59793 161 PAG Pou4f3 Glut 1799 0.8628 0.87225 0.60475 163 APN C1ql2 Glut 1136 0.82973 0.84110 0.55790 164 APN C1ql4 Glut 1200 0.82763 0.84914 0.56304 165 PAG-MRN Pou3f1 Glut 1536 0.8565 0.85997 0.59185 167 PRC-PAG Tcf7l2 Irx2 Glut 1344 0.85968 0.85830 0.59165 168 SPA-SPFm-SPFp-POL-PIL-PoT Sp9 Glut 1605 0.85661 0.86946 0.60729 169 PAG-SC Pou4f1 Zic1 Glut 2728 0.86751 0.89060 0.62639 170 PAG-MRN Tfap2b Glut 1275 0.84706 0.85200 0.58108 171 PAG Pou4f1 Bnc2 Glut 961 0.84332 0.83144 0.54990 172 PAG Pou4f1 Ebf2 Glut 2711 0.8622 0.88619 0.61796 173 PAG Pou4f2 Glut 3164 0.86707 0.88642 0.61038 174 PAG Pou4f2 Mesi2 Glut 1753 0.85834 0.86294 0.58591 175 SC Bnc2 Glut 1528 0.84135 0.85907 0.57718 176 SCig Foxb1 Glut 3506 0.86013 0.89131 0.62004 177 SCig-an-PPT Foxb1 Glut 1680 0.83933 0.87121 0.60339 179 SCdg-PAG Tfap2b Glut 943 0.82544 0.82797 0.54266 180 SCiw Pitx2 Glut 2043 0.85005 0.87677 0.60447 181 IC Tfap2d Maf Glut 11872 0.8458 0.92486 0.66306 182 CUN-PPN Evx2 Meis2 Glut 609 0.82662 0.82655 0.54777 185 SCig Tfap2b Chrnb3 Glut 873 0.80997 0.82416 0.53801 187 SCsg Pde5a Glut 3233 0.83559 0.89180 0.60168 188 SCop Sln Glut 635 0.79015 0.83175 0.55673 190 ND-INC Foxd2 Glut 785 0.82735 0.82124 0.53862 192 PPN-CUN-PCG Otp En1 Gaba 940 0.84796 0.83454 0.55510 194 MRN-VTN-PPN Pax5 Cdh23 Gaba 557 0.82422 0.79852 0.51247 195 SNr-VTA Pax5 Npas1 Gaba 738 0.81886 0.84325 0.56370 197 SNr Six3 Gaba 968 0.81938 0.85551 0.56176 198 IC Six3 En2 Gaba 3591 0.87022 0.89805 0.64291 199 PAG-MRN-RN Foxa2 Gaba 1288 0.85937 0.85278 0.57702 200 PAG-ND-PCG Onecut1 Gaba 1581 0.85985 0.86332 0.59347 201 PAG-RN Nkx2-2 Otx1 Gaba 2144 0.86857 0.87229 0.60405 202 PRT Tcf7l2 Gaba 2315 0.8561 0.87006 0.59777 203 LGv-SPFp-SPFm Nkx2-2 Tcf7l2 Gaba 1405 0.85007 0.85521 0.58880 204 SC Otx2 Gcnt4 Gaba 583 0.78247 0.76069 0.46868 205 SC-PAG Lef1 Emx2 Gaba 3078 0.85478 0.87922 0.59306 206 SCm-PAG Cdh23 Gaba 3135 0.85929 0.88332 0.60484 207 SCs Dmbx1 Gaba 4796 0.86022 0.89022 0.60633 208 SC Lef1 Otx2 Gaba 1425 0.81422 0.83912 0.52664 209 SCs Pax7 Nfia Gaba 3097 0.8429 0.89307 0.61271 210 PRT Mecom Gaba 968 0.83984 0.83437 0.56585 211 SC Tnnt1 Gli3 Gaba 1211 0.83459 0.83285 0.53616 212 SCs Lef1 Gli3 Gaba 1660 0.83612 0.85452 0.56184 213 SCsg Gabrr2 Gaba 3175 0.82297 0.88621 0.59946 215 SNc-VTA-RAmb Foxa1 Dopa 2978 0.82368 0.87868 0.58308 216 MB-MY Tph2 Glut-Sero 1731 0.84957 0.86408 0.59162 217 PB Lmx1a Glut 904 0.84995 0.83229 0.56131 221 LDT-PCG Vsx2 Lhx4 Glut 1525 0.86364 0.85839 0.59137 222 PB Evx2 Glut 3194 0.87954 0.89444 0.65293 224 PCG-PRNr Vsx2 Nkx6-1 Glut 2744 0.87349 0.88302 0.61985 228 PSV Pvalb Lhx2 Glut 1670 0.80863 0.87084 0.56740 230 PRNr Otp Nfib Glut 547 0.83917 0.80645 0.53562 231 IPN-LDT Vsx2 Nkx6-1 Glut 1960 0.87664 0.87557 0.61951 235 PG-TRN-LRN Fat2 Glut 6907 0.82177 0.91312 0.63531 238 NTS Phox2b Glut 2351 0.87332 0.87601 0.61570 239 MARN-GRN Pyy Glut 883 0.85292 0.84201 0.57322 245 SPVI-SPVC Tlx3 Ebf3 Glut 613 0.83118 0.82316 0.54262 246 CU-ECU-SPVI Foxb1 Glut 916 0.84213 0.84584 0.57586 248 MV-SPIV Zic4 Neurod2 Glut 706 0.83377 0.83837 0.57250 253 IO Fgl2 Glut 536 0.77655 0.82035 0.50433 263 CS-RPO Meis2 Gaba 957 0.84347 0.83545 0.55789 264 PRNc Otp Gly-Gaba 1895 0.86071 0.86880 0.60674 268 CS-PRNr-DR En1 Sox2 Gaba 1466 0.85582 0.85005 0.56927 273 PDTg-PCG Pax6 Gaba 516 0.82273 0.79759 0.53634 277 DTN-LDT-IPN Otp Pax3 Gaba 2501 0.861 0.88200 0.61913 278 NLL Gata3 Gly-Gaba 1330 0.83794 0.87817 0.59990 283 PRP Otp Gly-Gaba 897 0.83962 0.84388 0.56554 285 MY Lhx1 Gly-Gaba 3637 0.86768 0.89083 0.63002 286 PPY-PGRNl Vip Glyc-Gaba 781 0.8354 0.84168 0.57385 290 MY Prox1 Lmo7 Gly-Gaba 620 0.83544 0.83199 0.55558 293 PAS-MV Ebf2 Gly-Gaba 889 0.83133 0.84650 0.56990 296 RPA Pax6 Hoxb5 Gly-Gaba 656 0.83767 0.82338 0.53740 300 PARN-MDRNd-NTS Gbx2 Gly-Gaba 804 0.8392 0.82774 0.54964 304 NTS-PARN Neurod2 Gly-Gaba 967 0.84474 0.84641 0.58338 306 SPVI-SPVC Sall3 Lhx1 Gly-Gaba 584 0.80287 0.82020 0.53226 311 CBX MLI Megf11 Gaba 4236 0.81447 0.90267 0.60692 314 CB Granule Glut 97227 0.78567 0.91303 0.58488 315 DCO UBC Glut 636 0.73123 0.74422 0.43211 316 Bergmann NN 1659 0.76808 0.84963 0.50877 317 Astro-CB NN 912 0.74961 0.77270 0.45094 318 Astro-NT NN 103133 0.79936 0.93390 0.64081 319 Astro-TE NN 175820 0.8007 0.94261 0.65212 321 Astroependymal NN 1288 0.78717 0.79303 0.48509 322 Tanycyte NN 1763 0.80111 0.80824 0.49540 323 Ependymal NN 3183 0.79608 0.90803 0.59719 325 CHOR NN 1032 0.75713 0.82322 0.50470 326 OPC NN 95542 0.81468 0.93030 0.63824 327 Oligo NN 412340 0.77447 0.90563 0.57177 329 ABC NN 13749 0.7578 0.90468 0.55735 330 VLMC NN 36595 0.7801 0.93282 0.60836 331 Peri NN 2610 0.72056 0.79577 0.40690 332 SMC NN 8683 0.76219 0.89282 0.53295 333 Endo NN 6500 0.75046 0.81614 0.45063 334 Microglia NN 89304 0.7579 0.91533 0.55121 335 BAM NN 4055 0.73527 0.75744 0.40044