Unnamed: 0.1,Gene symbol,Unnamed: 0,soma_joinid,feature_id,feature_name,feature_length,nnz,n_measured_obs,highly_variable,means,dispersions,dispersions_norm,Annotation & Reasoning,Ranking
0,NPY,0,5241,ENSG00000122585,NPY,893,1487637,69587951,True,0.2784628391503804,5.472432619245862,8.076506,Based on the hvgs with best normalization method,top50
1,DOCK8,1,3360,ENSG00000107099,DOCK8,20056,11548217,74513630,True,0.52630464178451,4.0060010387337766,6.769335,Based on the hvgs with best normalization method,top50
2,APBB1IP,2,1377,ENSG00000077420,APBB1IP,3843,11013041,74541465,True,0.46146377718864,3.8968569972808864,6.524311,Based on the hvgs with best normalization method,top50
3,OBI1-AS1,3,22073,ENSG00000234377,OBI1-AS1,10180,2521757,61741141,True,0.9734908521337996,3.958334930562165,6.3384104,Based on the hvgs with best normalization method,top50
4,CCL3,4,32293,ENSG00000277632,CCL3,1494,3866143,61139156,True,0.0093135161911686,4.393203181327225,6.1793547,Based on the hvgs with best normalization method,top50
5,MOBP,5,12173,ENSG00000168314,MOBP,9237,4846625,72513409,True,0.9614663545220036,3.858070407540572,6.1201987,Based on the hvgs with best normalization method,top50
6,SPP1,6,4810,ENSG00000118785,SPP1,7250,8595089,73920484,True,0.5587869816521938,3.706557523761285,6.0970974,Based on the hvgs with best normalization method,top50
7,PTGDS,7,3383,ENSG00000107317,PTGDS,2712,10225627,74204733,True,1.2863731638684015,3.751850425826654,5.836781,Based on the hvgs with best normalization method,top50
8,HPSE2,8,13218,ENSG00000172987,HPSE2,4421,3904787,73047912,True,1.2129782158058935,3.7012206035381774,5.724114,Based on the hvgs with best normalization method,top50
9,ATP1A2,9,381,ENSG00000018625,ATP1A2,6298,4848403,73460061,True,0.7347201184171539,3.663378427183657,5.696479,Based on the hvgs with best normalization method,top50
10,VCAN,10,548,ENSG00000038427,VCAN,14678,12407214,74552031,True,0.7631149795408386,3.600036576582366,5.5586243,Based on the hvgs with best normalization method,top50
11,HSPA1A,11,17512,ENSG00000204389,HSPA1A,2404,20330619,64819739,True,0.3483590391423253,3.464540264521311,5.553779,Based on the hvgs with best normalization method,top50
12,HTR2C,12,8855,ENSG00000147246,HTR2C,4842,3271887,58827748,True,0.7858794209017294,3.5926348724054007,5.5425153,Based on the hvgs with best normalization method,top50
13,LINC00499,13,25247,ENSG00000251372,LINC00499,20131,1680795,57253942,True,0.5150609102577905,3.4490050961280407,5.5189033,Based on the hvgs with best normalization method,top50
14,CERCAM,14,11877,ENSG00000167123,CERCAM,6058,6253645,74320849,True,0.7828653201335859,3.565729125607589,5.4839587,Based on the hvgs with best normalization method,top50
15,P2RY12,15,12400,ENSG00000169313,P2RY12,2337,2640423,71547277,True,0.4689977371721238,3.4120002061266947,5.435829,Based on the hvgs with best normalization method,top50
16,GFAP,16,6331,ENSG00000131095,GFAP,11229,2603965,73350833,True,0.2876280341852898,3.936925670728887,5.377276,Based on the hvgs with best normalization method,top50
17,SLC5A11,17,10161,ENSG00000158865,SLC5A11,3415,3364055,69923585,True,0.574600980890718,3.376484619946382,5.356098,Based on the hvgs with best normalization method,top50
18,CNDP1,18,9219,ENSG00000150656,CNDP1,7117,3107345,74297237,True,0.5260503757110235,3.324706229330675,5.239858,Based on the hvgs with best normalization method,top50
19,XIST,19,20711,ENSG00000229807,XIST,25266,21056286,74315539,True,1.1813301289979623,3.466603367504034,5.2020183,Based on the hvgs with best normalization method,top50
20,TMEM144,20,11123,ENSG00000164124,TMEM144,9248,8045941,74437632,True,0.9652175529364386,3.4310867041448723,5.1909285,Based on the hvgs with best normalization method,top50
21,CCL4,21,31901,ENSG00000275302,CCL4,1795,6143173,62760344,True,0.0025910273861521,3.8228119051090586,5.176678,Based on the hvgs with best normalization method,top50
22,CLDN5,22,15192,ENSG00000184113,CLDN5,3429,2524056,74446360,True,0.0437600914665603,3.819325395509967,5.1705494,Based on the hvgs with best normalization method,top50
23,LINC01170,23,25766,ENSG00000253807,LINC01170,3850,3703423,68171161,True,0.5707032423248326,3.285253035209508,5.151287,Based on the hvgs with best normalization method,top50
24,HERC2P3_ENSG00000180229,24,33730,ENSG00000180229,HERC2P3_ENSG00000180229,4088,1827785,27752448,True,0.2803260141440332,3.767946887391629,5.080232,Based on the hvgs with best normalization method,top50
25,COL5A3,25,1491,ENSG00000080573,COL5A3,6783,5447597,74449798,True,0.7555858023716054,3.378410803350078,5.076287,Based on the hvgs with best normalization method,top50
26,C10orf90,26,9666,ENSG00000154493,C10orf90,5659,4440265,67152709,True,0.875581664155515,3.374201105219235,5.0671253,Based on the hvgs with best normalization method,top50
27,VIP,27,8761,ENSG00000146469,VIP,1585,1138785,68691606,True,0.7213746131758096,3.3694517010030616,5.056789,Based on the hvgs with best normalization method,top50
28,DOCK5,28,8882,ENSG00000147459,DOCK5,15989,10823963,74290291,True,0.9082107891458808,3.368977884127573,5.0557575,Based on the hvgs with best normalization method,top50
29,LINC00609,29,27091,ENSG00000257585,LINC00609,583,4992807,50838830,True,0.7328977593171419,3.348563758499239,5.011329,Based on the hvgs with best normalization method,top50
30,ENPP2,30,7309,ENSG00000136960,ENPP2,6729,6966932,74560519,True,0.7944294216609206,3.333032659221951,4.9775276,Based on the hvgs with best normalization method,top50
31,THSD7B,31,8449,ENSG00000144229,THSD7B,6708,6341082,70419221,True,0.9194696182982336,3.310702524025904,4.9289293,Based on the hvgs with best normalization method,top50
32,KCNH8,32,15168,ENSG00000183960,KCNH8,6088,6157298,74266159,True,0.883848466775706,3.3051588757014865,4.9168644,Based on the hvgs with best normalization method,top50
33,CST3,33,2510,ENSG00000101439,CST3,3615,27512197,74668992,True,0.6748217603618987,3.1795989384367074,4.9140983,Based on the hvgs with best normalization method,top50
34,EBF1,34,11191,ENSG00000164330,EBF1,6316,6862033,74452348,True,0.0808396016860488,3.669852728684886,4.907795,Based on the hvgs with best normalization method,top50
35,ZFP36L1,35,15531,ENSG00000185650,ZFP36L1,6466,26391142,74394567,True,0.3487557774474227,3.173621365905224,4.900679,Based on the hvgs with best normalization method,top50
36,FAM177B,36,16783,ENSG00000197520,FAM177B,2805,1011468,74266705,True,0.1702217044119632,3.648502115335857,4.870263,Based on the hvgs with best normalization method,top50
37,SST,37,9936,ENSG00000157005,SST,607,2166462,63111103,True,0.794279151054743,3.2809449870199447,4.8641663,Based on the hvgs with best normalization method,top50
38,MOG,38,17608,ENSG00000204655,MOG,3175,2662310,63168628,True,0.5889720942517631,3.155045946295618,4.8589783,Based on the hvgs with best normalization method,top50
39,ID3,39,4659,ENSG00000117318,ID3,1496,10773972,72735199,True,0.11467277785575,3.636231982980021,4.848694,Based on the hvgs with best normalization method,top50
40,CARNS1,40,13126,ENSG00000172508,CARNS1,5670,2858746,74329638,True,0.4607257690794789,3.13743267495587,4.819437,Based on the hvgs with best normalization method,top50
41,NHSL1,41,7026,ENSG00000135540,NHSL1,8741,8516367,74564094,True,0.6323054715980764,3.1336152777375865,4.8108673,Based on the hvgs with best normalization method,top50
42,SLC1A2,42,3748,ENSG00000110436,SLC1A2,22800,14723654,74245583,True,2.2372810686961864,5.118459519668878,4.8069806,Based on the hvgs with best normalization method,top50
43,SCGB1B2P,43,30347,ENSG00000268751,SCGB1B2P,754,513073,71291662,True,0.0023219452044399,3.596334101249868,4.7785583,Based on the hvgs with best normalization method,top50
44,OLIG1,44,15219,ENSG00000184221,OLIG1,2273,2770870,73073562,True,0.3798056667882042,3.103276777107508,4.7427588,Based on the hvgs with best normalization method,top50
45,UGT8,45,13504,ENSG00000174607,UGT8,4385,4502125,74250259,True,0.5682002703328997,3.0803347057375188,4.6912546,Based on the hvgs with best normalization method,top50
46,OPALIN,46,16760,ENSG00000197430,OPALIN,3874,1835848,56197923,True,0.4221487818214699,3.0707599776788013,4.6697598,Based on the hvgs with best normalization method,top50
47,FRMD4B,47,4266,ENSG00000114541,FRMD4B,11201,16560570,74505631,True,1.222521920193563,3.2186813547572046,4.6503153,Based on the hvgs with best normalization method,top50
48,CLDN11,48,327,ENSG00000013297,CLDN11,4321,3987554,72517586,True,0.5142272418796419,3.052022016031001,4.6276937,Based on the hvgs with best normalization method,top50
49,MAG,49,3147,ENSG00000105695,MAG,2960,2791162,73743438,True,0.4186199035688159,3.0412205225704634,4.603445,Based on the hvgs with best normalization method,top50