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@@ -62,3 +62,4 @@ data/ref_global_cell_state_manifold.h5ad filter=lfs diff=lfs merge=lfs -text
 data/tutorial_data/Tabula_Sapiens_HS_2022_all_subsample.h5ad filter=lfs diff=lfs merge=lfs -text
 data/tutorial_data/Travaglini_Lung_HS_2021_10x_subsample.h5ad filter=lfs diff=lfs merge=lfs -text
 data/tutorial_data/Treutlein_2016_neuron_transdifferentiation.h5ad filter=lfs diff=lfs merge=lfs -text
+data/tutorial_data/AdamsonWeissman2016_GSM2406681_10X010.h5ad filter=lfs diff=lfs merge=lfs -text

data/tutorial_data/AdamsonWeissman2016_GSM2406681_10X010.h5ad

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+version https://git-lfs.github.com/spec/v1
+oid sha256:e70fcd49808cab8d724de8d5a332940911206e1c8ef44cc7b568d048ed795c85
+size 471286951

data/tutorial_data/perturbation_cluster_annotation.csv

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+,perturbed_gene_name,cluster_name
+ENSG00000001497,LAS1L,ribosome large unit biogenesis
+ENSG00000005007,UPF1,histone acetylation
+ENSG00000005100,DHX33,rRNA processing 1
+ENSG00000005194,CIAPIN1,ribosome large unit protein
+ENSG00000008988,RPS20,ribosome small unit biogenesis
+ENSG00000013275,PSMC4,proteasome
+ENSG00000014123,UFL1,chromatin organization
+ENSG00000014138,POLA2,DNA replication
+ENSG00000014919,COX15,mitochondrion organization
+ENSG00000015676,NUDCD3,protein neddylation
+ENSG00000020426,MNAT1,pol II transcription
+ENSG00000023734,STRAP,translation initiation
+ENSG00000035141,FAM136A,mediator complex
+ENSG00000035928,RFC1,DNA replication
+ENSG00000041357,PSMA4,proteasome
+ENSG00000041802,LSG1,rRNA processing 2
+ENSG00000042429,MED17,mediator complex
+ENSG00000044574,HSPA5,protein processing in ER
+ENSG00000047315,POLR2B,pol II transcription
+ENSG00000048162,NOP16,ribosome large unit biogenesis
+ENSG00000049541,RFC2,DNA replication
+ENSG00000051180,RAD51,DNA replication
+ENSG00000051596,THOC3,RNA metabolism
+ENSG00000052749,RRP12,rRNA processing 1
+ENSG00000055044,NOP58,rRNA processing 1
+ENSG00000055950,MRPL43,mitochondrial translation
+ENSG00000058729,RIOK2,ribosome small unit biogenesis
+ENSG00000061794,MRPS35,mitochondrial translation
+ENSG00000061936,SFSWAP,spliceosome
+ENSG00000062822,POLD1,DNA replication
+ENSG00000063177,RPL18,ribosome large unit protein
+ENSG00000063244,U2AF2,spliceosome
+ENSG00000063322,MED29,mediator complex
+ENSG00000064313,TAF2,transcription initiation
+ENSG00000064419,TNPO3,CCT complex
+ENSG00000064703,DDX20,spliceosome
+ENSG00000065183,WDR3,rRNA processing 1
+ENSG00000065328,MCM10,DNA replication
+ENSG00000067334,DNTTIP2,ribosome small unit biogenesis
+ENSG00000067704,IARS2,mitochondrion organization
+ENSG00000068654,POLR1A,rRNA processing 2
+ENSG00000070785,EIF2B3,Recycling Of eIF2:GDP
+ENSG00000071082,RPL31,ribosome large unit protein
+ENSG00000072501,SMC1A,mediator complex
+ENSG00000072849,DERL2,protein processing in ER
+ENSG00000073111,MCM2,DNA replication
+ENSG00000073536,NLE1,ribosome large unit biogenesis
+ENSG00000074201,CLNS1A,spliceosome
+ENSG00000074319,TSG101,membrane fission
+ENSG00000075089,ACTR6,histone acetylation
+ENSG00000075624,ACTB,chromatin organization
+ENSG00000075856,SART3,spliceosome
+ENSG00000076003,MCM6,DNA replication
+ENSG00000076043,REXO2,mitochondrial transcription
+ENSG00000077514,POLD3,DNA replication
+ENSG00000079246,XRCC5,translation initiation
+ENSG00000082516,GEMIN5,spliceosome
+ENSG00000084463,WBP11,spliceosome
+ENSG00000085840,ORC1,DNA replication
+ENSG00000086189,DIMT1,ribosome small unit biogenesis
+ENSG00000086758,HUWE1,DNA replication
+ENSG00000087263,OGFOD1,CCT complex
+ENSG00000088038,CNOT3,integrator complex
+ENSG00000088205,DDX18,ribosome small unit biogenesis
+ENSG00000088325,TPX2,DNA replication
+ENSG00000088356,PDRG1,pol II transcription
+ENSG00000089009,RPL6,ribosome large unit protein
+ENSG00000089048,ESF1,ribosome small unit biogenesis
+ENSG00000089157,RPLP0,ribosome large unit protein
+ENSG00000089289,IGBP1,membrane fission
+ENSG00000089737,DDX24,ribosome large unit biogenesis
+ENSG00000092199,HNRNPC,DNA replication
+ENSG00000092201,SUPT16H,pol II enlongation
+ENSG00000096080,MRPS18A,mitochondrial translation
+ENSG00000099800,TIMM13,mitochondrion organization
+ENSG00000099821,POLRMT,mitochondrial transcription
+ENSG00000100028,SNRPD3,spliceosome
+ENSG00000100029,PES1,ribosome large unit biogenesis
+ENSG00000100142,POLR2F,pol II transcription
+ENSG00000100216,TOMM22,mitochondrion organization
+ENSG00000100316,RPL3,ribosome large unit biogenesis
+ENSG00000100319,ZMAT5,RNA metabolism
+ENSG00000100347,SAMM50,mitochondrion organization
+ENSG00000100353,EIF3D,translation initiation
+ENSG00000100401,RANGAP1,RNA metabolism
+ENSG00000100410,PHF5A,spliceosome
+ENSG00000100519,PSMC6,proteasome
+ENSG00000100567,PSMA3,proteasome
+ENSG00000100697,DICER1,mRNA surveillance
+ENSG00000100764,PSMC1,proteasome
+ENSG00000100836,PABPN1,RNA degradation
+ENSG00000101146,RAE1,rRNA processing 2
+ENSG00000101158,NELFCD,transcription initiation
+ENSG00000101161,PRPF6,spliceosome
+ENSG00000101166,PRELID3B,mitochondrion organization
+ENSG00000101189,MRGBP,histone acetylation
+ENSG00000101444,AHCY,mitochondrial transcription
+ENSG00000101654,RNMT,mRNA surveillance
+ENSG00000102978,POLR2C,pol II transcription
+ENSG00000103035,PSMD7,proteasome
+ENSG00000103257,SLC7A5,mitochondrial translation
+ENSG00000103275,UBE2I,Recycling Of eIF2:GDP
+ENSG00000103423,DNAJA3,mitochondrion organization
+ENSG00000103510,KAT8,histone acetylation
+ENSG00000103932,RPAP1,pol II transcription
+ENSG00000104299,INTS9,spliceosome
+ENSG00000104356,POP1,rRNA processing 1
+ENSG00000104408,EIF3E,translation initiation
+ENSG00000104824,HNRNPL,mitochondrion organization
+ENSG00000104852,SNRNP70,spliceosome
+ENSG00000104884,ERCC2,pol II transcription
+ENSG00000104897,SF3A2,spliceosome
+ENSG00000105058,FAM32A,spliceosome
+ENSG00000105171,POP4,rRNA processing 1
+ENSG00000105254,TBCB,CCT complex
+ENSG00000105258,POLR2I,pol II transcription
+ENSG00000105372,RPS19,ribosome small unit protein
+ENSG00000105705,SUGP1,transcription initiation
+ENSG00000105819,PMPCB,mitochondrion organization
+ENSG00000105879,CBLL1,RNA methylation
+ENSG00000106028,SSBP1,mitochondrial transcription
+ENSG00000106246,PTCD1,mitochondrial translation
+ENSG00000106290,TAF6,transcription initiation
+ENSG00000106355,LSM5,spliceosome
+ENSG00000106399,RPA3,DNA replication
+ENSG00000106628,POLD2,DNA replication
+ENSG00000107371,EXOSC3,rRNA processing 2
+ENSG00000107581,EIF3A,translation initiation
+ENSG00000107862,GBF1,protein processing in ER
+ENSG00000107951,MTPAP,mitochondrial transcription
+ENSG00000108064,TFAM,mitochondrial transcription
+ENSG00000108298,RPL19,ribosome large unit protein
+ENSG00000108506,INTS2,integrator complex
+ENSG00000108561,C1QBP,chromatin organization
+ENSG00000108651,UTP6,ribosome small unit biogenesis
+ENSG00000108654,DDX5,histone acetylation
+ENSG00000108671,PSMD11,proteasome
+ENSG00000108826,MRPL27,mitochondrial translation
+ENSG00000109111,SUPT6H,mediator complex
+ENSG00000109475,RPL34,ribosome large unit protein
+ENSG00000109519,GRPEL1,mitochondrion organization
+ENSG00000109606,DHX15,spliceosome
+ENSG00000110104,CCDC86,ribosome large unit biogenesis
+ENSG00000110107,PRPF19,spliceosome
+ENSG00000110367,DDX6,mediator complex
+ENSG00000110768,GTF2H1,pol II transcription
+ENSG00000111142,METAP2,mitochondrion organization
+ENSG00000111231,GPN3,pol II transcription
+ENSG00000111300,NAA25,mediator complex
+ENSG00000111361,EIF2B1,Recycling Of eIF2:GDP
+ENSG00000111364,DDX55,rRNA processing 2
+ENSG00000111581,NUP107,RNA metabolism
+ENSG00000111596,CNOT2,integrator complex
+ENSG00000111605,CPSF6,CCT complex
+ENSG00000111615,KRR1,ribosome small unit biogenesis
+ENSG00000112110,MRPL18,mitochondrial translation
+ENSG00000112118,MCM3,DNA replication
+ENSG00000112306,RPS12,ribosome small unit biogenesis
+ENSG00000112339,HBS1L,Recycling Of eIF2:GDP
+ENSG00000112578,BYSL,rRNA processing 1
+ENSG00000112592,TBP,rRNA processing 2
+ENSG00000112651,MRPL2,mitochondrial translation
+ENSG00000112739,PRPF4B,spliceosome
+ENSG00000112983,BRD8,histone acetylation
+ENSG00000112984,KIF20A,histone acetylation
+ENSG00000113013,HSPA9,mitochondrion organization
+ENSG00000113460,BRIX1,mediator complex
+ENSG00000113649,TCERG1,mitochondrion organization
+ENSG00000113734,BNIP1,protein processing in ER
+ENSG00000113812,ACTR8,chromatin organization
+ENSG00000114391,RPL24,ribosome large unit protein
+ENSG00000114503,NCBP2,mRNA surveillance
+ENSG00000114686,MRPL3,mitochondrial translation
+ENSG00000114767,RRP9,rRNA processing 1
+ENSG00000114867,EIF4G1,translation initiation
+ENSG00000114982,KANSL3,histone acetylation
+ENSG00000115211,EIF2B4,Recycling Of eIF2:GDP
+ENSG00000115216,NRBP1,mediator complex
+ENSG00000115274,INO80B,transcription initiation
+ENSG00000115364,MRPL19,mitochondrial translation
+ENSG00000115368,WDR75,rRNA processing 2
+ENSG00000115484,CCT4,CCT complex
+ENSG00000115540,MOB4,RNA metabolism
+ENSG00000115561,CHMP3,membrane fission
+ENSG00000115816,CEBPZ,rRNA processing 2
+ENSG00000115875,SRSF7,pol II enlongation
+ENSG00000115946,PNO1,ribosome small unit biogenesis
+ENSG00000116120,FARSB,mitochondrion organization
+ENSG00000116221,MRPL37,mitochondrial translation
+ENSG00000116752,BCAS2,spliceosome
+ENSG00000116809,ZBTB17,chromatin organization
+ENSG00000117133,RPF1,ribosome large unit biogenesis
+ENSG00000117174,ZNHIT6,rRNA processing 1
+ENSG00000117395,EBNA1BP2,ribosome large unit biogenesis
+ENSG00000117614,SYF2,spliceosome
+ENSG00000117682,DHDDS,protein processing in ER
+ENSG00000117748,RPA2,DNA replication
+ENSG00000118412,CASP8AP2,DNA replication
+ENSG00000118579,MED28,mediator complex
+ENSG00000119203,CPSF3,mRNA Polyadenylation
+ENSG00000119285,HEATR1,rRNA processing 2
+ENSG00000119523,ALG2,protein processing in ER
+ENSG00000119616,FCF1,ribosome small unit biogenesis
+ENSG00000119718,EIF2B2,Recycling Of eIF2:GDP
+ENSG00000119720,NRDE2,spliceosome
+ENSG00000120158,RCL1,ribosome small unit biogenesis
+ENSG00000120333,MRPS14,mitochondrial translation
+ENSG00000120656,TAF12,transcription initiation
+ENSG00000120699,EXOSC8,RNA degradation
+ENSG00000120705,ETF1,Recycling Of eIF2:GDP
+ENSG00000120800,UTP20,ribosome small unit biogenesis
+ENSG00000122026,RPL21,ribosome large unit protein
+ENSG00000122257,RBBP6,mediator complex
+ENSG00000122406,RPL5,ribosome large unit protein
+ENSG00000122484,RPAP2,pol II transcription
+ENSG00000122882,ECD,spliceosome
+ENSG00000124571,XPO5,mRNA surveillance
+ENSG00000124614,RPS10,ribosome small unit biogenesis
+ENSG00000124641,MED20,mediator complex
+ENSG00000124784,RIOK1,ribosome small unit biogenesis
+ENSG00000125107,CNOT1,integrator complex
+ENSG00000125352,RNF113A,spliceosome
+ENSG00000125630,POLR1B,rRNA processing 2
+ENSG00000125686,MED1,mediator complex
+ENSG00000125691,RPL23,ribosome large unit protein
+ENSG00000125755,SYMPK,mRNA Polyadenylation
+ENSG00000125977,EIF2S2,mitochondrion organization
+ENSG00000125995,ROMO1,mitochondrion organization
+ENSG00000126254,RBM42,spliceosome
+ENSG00000126261,UBA2,Recycling Of eIF2:GDP
+ENSG00000126698,DNAJC8,chromatin organization
+ENSG00000126756,UXT,pol II transcription
+ENSG00000126814,TRMT5,mitochondrion organization
+ENSG00000127337,YEATS4,histone acetylation
+ENSG00000127554,GFER,mitochondrion organization
+ENSG00000127837,AAMP,ribosome large unit biogenesis
+ENSG00000128908,INO80,chromatin organization
+ENSG00000129347,KRI1,rRNA processing 1
+ENSG00000129559,NEDD8,chromatin organization
+ENSG00000129932,DOHH,mediator complex
+ENSG00000129933,MAU2,mediator complex
+ENSG00000130255,RPL36,ribosome large unit protein
+ENSG00000130332,LSM7,spliceosome
+ENSG00000130713,EXOSC2,RNA degradation
+ENSG00000130724,CHMP2A,membrane fission
+ENSG00000130741,EIF2S3,Recycling Of eIF2:GDP
+ENSG00000130810,PPAN,ribosome large unit biogenesis
+ENSG00000130826,DKC1,rRNA processing 1
+ENSG00000130935,NOL11,rRNA processing 2
+ENSG00000131013,PPIL4,spliceosome
+ENSG00000131051,RBM39,spliceosome
+ENSG00000131153,GINS2,DNA replication
+ENSG00000131732,ZCCHC9,ribosome small unit biogenesis
+ENSG00000132313,MRPL35,mitochondrial translation
+ENSG00000132382,MYBBP1A,ribosome large unit biogenesis
+ENSG00000132432,SEC61G,protein processing in ER
+ENSG00000132603,NIP7,ribosome large unit biogenesis
+ENSG00000132646,PCNA,DNA replication
+ENSG00000132768,DPH2,translation initiation
+ENSG00000132792,CTNNBL1,spliceosome
+ENSG00000133119,RFC3,DNA replication
+ENSG00000133226,SRRM1,spliceosome
+ENSG00000133398,MED10,mediator complex
+ENSG00000133858,ZFC3H1,RNA degradation
+ENSG00000133997,MED6,mediator complex
+ENSG00000134001,EIF2S1,Recycling Of eIF2:GDP
+ENSG00000134371,CDC73,pol II enlongation
+ENSG00000134419,RPS15A,ribosome small unit biogenesis
+ENSG00000134453,RBM17,CCT complex
+ENSG00000134480,CCNH,pol II transcription
+ENSG00000134597,RBMX2,spliceosome
+ENSG00000134697,GNL2,rRNA processing 2
+ENSG00000134884,ARGLU1,pol II enlongation
+ENSG00000134987,WDR36,ribosome small unit biogenesis
+ENSG00000135521,LTV1,ribosome small unit biogenesis
+ENSG00000135763,URB2,ribosome large unit biogenesis
+ENSG00000136146,MED4,mediator complex
+ENSG00000136271,DDX56,ribosome large unit biogenesis
+ENSG00000136450,SRSF1,histone acetylation
+ENSG00000136518,ACTL6A,histone acetylation
+ENSG00000136527,TRA2B,mitochondrial translation
+ENSG00000136718,IMP4,ribosome small unit biogenesis
+ENSG00000136807,CDK9,transcription initiation
+ENSG00000136891,TEX10,rRNA processing 2
+ENSG00000136897,MRPL50,mitochondrial translation
+ENSG00000136930,PSMB7,proteasome
+ENSG00000137054,POLR1E,rRNA processing 2
+ENSG00000137154,RPS6,ribosome small unit protein
+ENSG00000137200,CMTR1,mRNA surveillance
+ENSG00000137413,TAF8,transcription initiation
+ENSG00000137497,NUMA1,pol II transcription
+ENSG00000137876,RSL24D1,ribosome large unit biogenesis
+ENSG00000138035,PNPT1,mitochondrion organization
+ENSG00000138095,LRPPRC,mitochondrial transcription
+ENSG00000138231,DBR1,spliceosome
+ENSG00000138326,RPS24,ribosome small unit biogenesis
+ENSG00000138442,WDR12,ribosome large unit biogenesis
+ENSG00000138663,COPS4,protein neddylation
+ENSG00000138750,NUP54,RNA metabolism
+ENSG00000139168,ZCRB1,RNA metabolism
+ENSG00000139343,SNRPF,spliceosome
+ENSG00000139620,KANSL2,histone acetylation
+ENSG00000139697,SBNO1,chromatin organization
+ENSG00000139726,DENR,RNA methylation
+ENSG00000140259,MFAP1,spliceosome
+ENSG00000140307,GTF2A2,rRNA processing 2
+ENSG00000140988,RPS2,ribosome small unit protein
+ENSG00000141030,COPS3,protein neddylation
+ENSG00000141456,PELP1,rRNA processing 2
+ENSG00000142230,SAE1,Recycling Of eIF2:GDP
+ENSG00000142534,RPS11,ribosome small unit biogenesis
+ENSG00000142657,PGD,mitochondrial translation
+ENSG00000142676,RPL11,ribosome large unit protein
+ENSG00000142864,SERBP1,chromatin organization
+ENSG00000143256,PFDN2,pol II transcription
+ENSG00000143314,MRPL24,mitochondrial translation
+ENSG00000143493,INTS7,integrator complex
+ENSG00000143624,INTS3,spliceosome
+ENSG00000143748,NVL,ribosome large unit biogenesis
+ENSG00000143977,SNRPG,spliceosome
+ENSG00000144028,SNRNP200,spliceosome
+ENSG00000144713,RPL32,ribosome large unit protein
+ENSG00000144744,UBA3,chromatin organization
+ENSG00000145191,EIF2B5,Recycling Of eIF2:GDP
+ENSG00000145388,METTL14,RNA methylation
+ENSG00000145425,RPS3A,ribosome small unit biogenesis
+ENSG00000145592,RPL37,ribosome large unit biogenesis
+ENSG00000145734,BDP1,ribosome large unit protein
+ENSG00000145741,BTF3,CCT complex
+ENSG00000145833,DDX46,spliceosome
+ENSG00000146007,ZMAT2,spliceosome
+ENSG00000146109,ABT1,rRNA processing 1
+ENSG00000146143,PRIM2,DNA replication
+ENSG00000146263,MMS22L,DNA replication
+ENSG00000146282,RARS2,mitochondrial translation
+ENSG00000147133,TAF1,transcription initiation
+ENSG00000147403,RPL10,ribosome large unit protein
+ENSG00000147416,ATP6V1B2,mitochondrion organization
+ENSG00000147536,GINS4,DNA replication
+ENSG00000147586,MRPS28,mitochondrial translation
+ENSG00000147604,RPL7,ribosome large unit protein
+ENSG00000147677,EIF3H,translation initiation
+ENSG00000147679,UTP23,rRNA processing 1
+ENSG00000148296,SURF6,ribosome large unit biogenesis
+ENSG00000148297,MED22,mediator complex
+ENSG00000148688,RPP30,rRNA processing 1
+ENSG00000148840,PPRC1,mRNA surveillance
+ENSG00000149084,HSD17B12,mitochondrion organization
+ENSG00000149100,EIF3M,translation initiation
+ENSG00000149136,SSRP1,pol II enlongation
+ENSG00000149273,RPS3,ribosome small unit protein
+ENSG00000149923,PPP4C,chromatin organization
+ENSG00000150316,CWC15,spliceosome
+ENSG00000150459,SAP18,mRNA surveillance
+ENSG00000150753,CCT5,CCT complex
+ENSG00000150990,DHX37,rRNA processing 1
+ENSG00000151247,EIF4E,translation initiation
+ENSG00000151304,SRFBP1,rRNA processing 1
+ENSG00000151461,UPF2,chromatin organization
+ENSG00000151657,KIN,spliceosome
+ENSG00000151779,NBAS,protein processing in ER
+ENSG00000151849,CENPJ,rRNA processing 2
+ENSG00000152404,CWF19L2,spliceosome
+ENSG00000153767,GTF2E1,pol II transcription
+ENSG00000154473,BUB3,histone acetylation
+ENSG00000154719,MRPL39,mitochondrial translation
+ENSG00000154743,TSEN2,mitochondrion organization
+ENSG00000154781,CCDC174,spliceosome
+ENSG00000154832,CXXC1,mediator complex
+ENSG00000155438,NIFK,rRNA processing 2
+ENSG00000155463,OXA1L,mitochondrion organization
+ENSG00000155827,RNF20,mediator complex
+ENSG00000155868,MED7,mediator complex
+ENSG00000156239,N6AMT1,chromatin organization
+ENSG00000156261,CCT8,CCT complex
+ENSG00000156482,RPL30,ribosome large unit protein
+ENSG00000156502,SUPV3L1,mitochondrion organization
+ENSG00000156603,MED19,mediator complex
+ENSG00000157778,PSMG3,proteasome
+ENSG00000158042,MRPL17,mitochondrial translation
+ENSG00000158526,TSR2,ribosome small unit protein
+ENSG00000159086,PAXBP1,spliceosome
+ENSG00000159111,MRPL10,mitochondrial translation
+ENSG00000159140,SON,spliceosome
+ENSG00000159147,DONSON,DNA replication
+ENSG00000159259,CHAF1B,DNA replication
+ENSG00000159352,PSMD4,proteasome
+ENSG00000159479,MED8,mediator complex
+ENSG00000159593,NAE1,chromatin organization
+ENSG00000160075,SSU72,mRNA Polyadenylation
+ENSG00000160214,RRP1,ribosome large unit biogenesis
+ENSG00000160294,MCM3AP,RNA metabolism
+ENSG00000160783,PMF1,mediator complex
+ENSG00000160917,CPSF4,mRNA Polyadenylation
+ENSG00000161016,RPL8,ribosome large unit protein
+ENSG00000161057,PSMC2,proteasome
+ENSG00000161920,MED11,mediator complex
+ENSG00000161970,RPL26,ribosome large unit protein
+ENSG00000162385,MAGOH,spliceosome
+ENSG00000162910,MRPL55,mitochondrial translation
+ENSG00000163159,VPS72,histone acetylation
+ENSG00000163468,CCT3,CCT complex
+ENSG00000163528,CHCHD4,mitochondrion organization
+ENSG00000163605,PPP4R2,Recycling Of eIF2:GDP
+ENSG00000163636,PSMD6,proteasome
+ENSG00000163682,RPL9,ribosome large unit protein
+ENSG00000163684,RPP14,rRNA processing 1
+ENSG00000163714,U2SURP,CCT complex
+ENSG00000163811,WDR43,rRNA processing 2
+ENSG00000163872,YEATS2,rRNA processing 2
+ENSG00000163930,BAP1,mitochondrion organization
+ENSG00000163950,SLBP,DNA replication
+ENSG00000164053,ATRIP,pol II enlongation
+ENSG00000164091,WDR82,mediator complex
+ENSG00000164134,NAA15,pol II transcription
+ENSG00000164151,ICE1,spliceosome
+ENSG00000164163,ABCE1,ribosome large unit protein
+ENSG00000164338,UTP15,rRNA processing 2
+ENSG00000164587,RPS14,ribosome small unit protein
+ENSG00000164754,RAD21,mediator complex
+ENSG00000164758,MED30,mediator complex
+ENSG00000164880,INTS1,pol II enlongation
+ENSG00000164902,PHAX,spliceosome
+ENSG00000164941,INTS8,integrator complex
+ENSG00000164975,SNAPC3,spliceosome
+ENSG00000165006,UBAP1,membrane fission
+ENSG00000165417,GTF2A1,rRNA processing 2
+ENSG00000165494,PCF11,mRNA Polyadenylation
+ENSG00000165688,PMPCA,mitochondrion organization
+ENSG00000165732,DDX21,rRNA processing 1
+ENSG00000165819,METTL3,RNA methylation
+ENSG00000166012,TAF1D,rRNA processing 2
+ENSG00000166226,CCT2,CCT complex
+ENSG00000167005,NUDT21,CCT complex
+ENSG00000167088,SNRPD1,spliceosome
+ENSG00000167272,POP5,rRNA processing 1
+ENSG00000167522,ANKRD11,pol II enlongation
+ENSG00000167526,RPL13,ribosome large unit protein
+ENSG00000167881,SRP68,protein processing in ER
+ENSG00000167967,E4F1,proteasome
+ENSG00000167978,SRRM2,protein neddylation
+ENSG00000168028,RPSA,ribosome small unit biogenesis
+ENSG00000168090,COPS6,protein neddylation
+ENSG00000168827,GFM1,mitochondrial translation
+ENSG00000168924,LETM1,mitochondrion organization
+ENSG00000169045,HNRNPH1,chromatin organization
+ENSG00000169375,SIN3A,RNA metabolism
+ENSG00000169564,PCBP1,chromatin organization
+ENSG00000169727,GPS1,protein neddylation
+ENSG00000170312,CDK1,DNA replication
+ENSG00000170322,NFRKB,chromatin organization
+ENSG00000170860,LSM3,spliceosome
+ENSG00000170889,RPS9,ribosome small unit biogenesis
+ENSG00000171148,TADA3,ribosome small unit protein
+ENSG00000171421,MRPL36,mitochondrial translation
+ENSG00000171453,POLR1C,rRNA processing 2
+ENSG00000171858,RPS21,ribosome small unit biogenesis
+ENSG00000171863,RPS7,ribosome small unit biogenesis
+ENSG00000172171,TEFM,mitochondrial transcription
+ENSG00000172172,MRPL13,mitochondrial translation
+ENSG00000172273,HINFP,DNA replication
+ENSG00000172809,RPL38,ribosome large unit protein
+ENSG00000173113,TRMT112,ribosome small unit protein
+ENSG00000173145,NOC3L,ribosome large unit biogenesis
+ENSG00000173418,NAA20,mediator complex
+ENSG00000173674,EIF1AX,translation initiation
+ENSG00000173933,RBM4,integrator complex
+ENSG00000174444,RPL4,ribosome large unit protein
+ENSG00000174748,RPL15,ribosome large unit protein
+ENSG00000174780,SRP72,protein processing in ER
+ENSG00000174953,DHX36,mRNA surveillance
+ENSG00000175054,ATR,pol II enlongation
+ENSG00000175390,EIF3F,translation initiation
+ENSG00000175792,RUVBL1,pol II transcription
+ENSG00000176102,CSTF3,RNA metabolism
+ENSG00000176108,CHMP6,membrane fission
+ENSG00000177084,POLE,DNA replication
+ENSG00000177600,RPLP2,ribosome large unit biogenesis
+ENSG00000177954,RPS27,rRNA processing 1
+ENSG00000178028,DMAP1,histone acetylation
+ENSG00000178105,DDX10,rRNA processing 1
+ENSG00000178896,EXOSC4,rRNA processing 2
+ENSG00000179041,RRS1,rRNA processing 2
+ENSG00000179115,FARSA,Recycling Of eIF2:GDP
+ENSG00000180822,PSMG4,rRNA processing 1
+ENSG00000180992,MRPL14,mitochondrial translation
+ENSG00000181222,POLR2A,pol II transcription
+ENSG00000181817,LSM10,DNA replication
+ENSG00000181938,GINS3,DNA replication
+ENSG00000182004,SNRPE,spliceosome
+ENSG00000182117,NOP10,rRNA processing 1
+ENSG00000182774,RPS17,ribosome small unit biogenesis
+ENSG00000182899,RPL35A,ribosome large unit protein
+ENSG00000183258,DDX41,spliceosome
+ENSG00000183751,TBL3,rRNA processing 1
+ENSG00000184634,MED12,mediator complex
+ENSG00000185049,NELFA,transcription initiation
+ENSG00000185163,DDX51,rRNA processing 2
+ENSG00000185359,HGS,mitochondrion organization
+ENSG00000185627,PSMD13,proteasome
+ENSG00000186468,RPS23,ribosome small unit biogenesis
+ENSG00000187051,RPS19BP1,ribosome small unit biogenesis
+ENSG00000188846,RPL14,ribosome large unit protein
+ENSG00000188986,NELFB,transcription initiation
+ENSG00000196235,SUPT5H,transcription initiation
+ENSG00000196363,WDR5,RNA metabolism
+ENSG00000196365,LONP1,mitochondrion organization
+ENSG00000196504,PRPF40A,histone acetylation
+ENSG00000196531,NACA,pol II transcription
+ENSG00000197170,PSMD12,proteasome
+ENSG00000197265,GTF2E2,pol II transcription
+ENSG00000197756,RPL37A,ribosome large unit protein
+ENSG00000197771,MCMBP,CCT complex
+ENSG00000197958,RPL12,ribosome large unit protein
+ENSG00000198000,NOL8,ribosome large unit biogenesis
+ENSG00000198034,RPS4X,ribosome small unit biogenesis
+ENSG00000198042,MAK16,ribosome large unit biogenesis
+ENSG00000198056,PRIM1,DNA replication
+ENSG00000198176,TFDP1,DNA replication
+ENSG00000198242,RPL23A,ribosome large unit protein
+ENSG00000198258,UBL5,spliceosome
+ENSG00000198301,SDAD1,ribosome large unit biogenesis
+ENSG00000198498,TMA16,ribosome large unit biogenesis
+ENSG00000198522,GPN1,pol II transcription
+ENSG00000198554,WDHD1,DNA replication
+ENSG00000198612,COPS8,protein neddylation
+ENSG00000198730,CTR9,pol II enlongation
+ENSG00000198755,RPL10A,ribosome large unit protein
+ENSG00000198900,TOP1,rRNA processing 2
+ENSG00000198952,SMG5,chromatin organization
+ENSG00000204316,MRPL38,mitochondrial translation
+ENSG00000204356,NELFE,transcription initiation
+ENSG00000204392,LSM2,spliceosome
+ENSG00000204435,CSNK2B,CCT complex
+ENSG00000204619,PPP1R11,mRNA Polyadenylation
+ENSG00000204899,MZT1,DNA replication
+ENSG00000205981,DNAJC19,mitochondrion organization
+ENSG00000213246,SUPT4H1,transcription initiation
+ENSG00000213593,TMX2,mediator complex
+ENSG00000213780,GTF2H4,pol II transcription
+ENSG00000215021,PHB2,mitochondrion organization
+ENSG00000215251,FASTKD5,mitochondrial translation
+ENSG00000217930,PAM16,mitochondrion organization
+ENSG00000223496,EXOSC6,RNA degradation
+ENSG00000227057,WDR46,rRNA processing 1
+ENSG00000233927,RPS28,ribosome small unit biogenesis
+ENSG00000242372,EIF6,rRNA processing 2
+ENSG00000243147,MRPL33,mitochondrial translation
+ENSG00000244038,DDOST,protein processing in ER
+ENSG00000254772,EEF1G,mitochondrion organization
+ENSG00000266472,MRPS21,mitochondrial translation
+ENSG00000273899,NOL12,ribosome large unit biogenesis
+ENSG00000275700,AATF,ribosome small unit biogenesis
+ENSG00000278053,DDX52,rRNA processing 1