association	dataset	threshold value	standardized value
BRD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92459
496100391_FWM_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.09895
GSE60837_6_v_3_bcl9_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TMCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09184
TRIM36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74561
GSE118816_0_v_1_myo1c_human	RummaGEO Gene Perturbation Signatures	1.0	null
C1orf74	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27437
GSE147366_1_v_4_med13_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE138001_0_v_4_rorb_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE209942_0_v_1_lhx2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GNL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51225
FDX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98708
GNPNAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14977
YIPF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6571
LLGL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41889
PTGFRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26532
Central nervous system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
CPEB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68448
MBD3L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05735
APPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87836
ZNF443	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67201
PRKAG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18095
LIN37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35285
TRMT61B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06346
CDCA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67777
PMC9377669-tx1c00392_si_002.xlsx-Magnesium_Cl-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
ISL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3227
CAMK2N2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96251
VHL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65555
RTF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21441
RPS21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19128
PMC9377669-tx1c00392_si_002.xlsx-5_5-Diphenylhydantoin-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
Intervertebral disc	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.927
UBE2D3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6906
ZNF707	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	80.9188
Skin - Not Sun Exposed (Suprapubic)	GTEx Tissue Gene Expression Profiles 2023	1.0	4.98843
PMC6932815-ppat.1007634.s011.xlsx-ST1_DGE_ELF1_lfc2_fdr05_interse-external_gene_name_ELF1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE250534_4_v_1_cabergoline_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
496100332_HIP_possible Alzheimer's disease_no TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.39088
L3MBTL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78113
PMC10170086-41598_2023_34519_MOESM6_ESM.xlsx-Shee2-The_differentially_expressed_genes_between_the_BARX2_high_and_BARX2_low_group_of_LIHC_patients_BARX2	Rummagene Transcription Factor Associations 2026	1.0	null
NBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36612
SAYSD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.80623
SWI5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48808
WDR75	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85043
TRIM27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77031
TCEAL9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55393
HK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81977
ZNF682	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.4849
NEUROD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87815
DCTPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79213
CARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6871
GSE126345_0_v_10_hcrt_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TMEM14C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85943
C1orf174	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60358
GSE142019,GSE142021_1_v_3_ythdf2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
LHFPL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12934
SHOX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29496
KCTD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69071
GSE126345_4_v_5_hcrt_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
LRRC37B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34137
ZDHHC13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00998
ZNF341	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.1604
Ebf4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	28.6818
RETREG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75341
GSE174701_4_v_0_maml3_human	RummaGEO Gene Perturbation Signatures	1.0	null
RAD9A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27453
PMC4595011-pgen.1005555.s003.xlsx-BPTF_DOWN-regulated-Gene_name_BPTF	Rummagene Transcription Factor Associations 2026	1.0	null
ABHD14B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49069
GSE239844_6_v_5_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SCNN1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35832
AGGF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74213
PMC8423434-mmc7.xlsx-SOX2_Primed-Genes_n_3042_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
Limbic system	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.148
VCPIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92985
EPHA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.1445
CD47	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32753
RAD23B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77097
SPPL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21376
SLC25A35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82524
SGTB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.48089
MLF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.53728
Gata3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.0189
PDCD6IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34597
SNX27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38994
GSE129725_1_v_0_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CEBPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71397
CSNK2A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46184
Foxo1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.1091
GSE239844_6_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100616_FWM_no dementia_TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.18962
DCAF10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.31399
CHCHD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97439
KIAA1143	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43794
FAM20B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84517
ECD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5192
PRPS1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39904
GSE251992_1_v_0_saracatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
AGPAT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.39445
LIG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29009
PROP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.0856
GAL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44483
NOTCH4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99792
SLC43A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03362
METTL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96023
PIK3R3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.05113
496100554_FWM_no dementia_no TBI_78_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.46184
496100277_FWM_no dementia_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.61411
Lef1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	22.6207
ZNF785	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.27319
GSE206870,GSE206872_0_v_2_ascl1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
OXER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71094
GSE182680,GSE182683_7_v_2_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
YAE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.5319
GSE76425_0_v_3_lenalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ASCL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43215
GSE210101,GSE210114_5_v_10_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC12000322-41419_2025_7601_MOESM9_ESM.xlsx-H3122-AR_somatic_filtered_PASS-Unnamed_60_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE220806_1_v_3_progesterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
LAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.90139
ERF::NHLH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.1337
GSE128730_3_v_5_neratinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE128730_3_v_1_neratinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80724
ADPRM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68432
C14orf119	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46615
ESPN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00622
BZW1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67921
GSE69244_1_v_0_j147_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF784	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96256
Brain	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
FUOM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.36677
Mesendoderm	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.166
B4GALT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74072
MYNN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14695
PMC10246722-pwac062_suppl_supplementary_table_s5.xlsx-sg-HIF1A_vs_sg-GAL4-Differentially_Expressed_Genes_DEGs_of_OE-HIF1A_vs_OE-GAL4_Veh_in_Bulk_RNA-seq_Data_HIF1A	Rummagene Transcription Factor Associations 2026	1.0	null
GSE224096_2_v_0_cocaine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GMEB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49397
TMEM14A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64407
Diencephalon	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.148
GABPB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8996
PMC10510228-13287_2023_3481_MOESM7_ESM.xlsx-DEGs-Differentially_expressed_genes_DEGs_in_bone_marrow-derived_MSCs_from_six_human_donors_cultured_at_high_confluency_MSC-HC_versus_low_confluency_MSC-LC_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
ODF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.05289
TXK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41458
OXSR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83604
IL17RE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69124
GSE216043_11_v_2_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ANO9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43476
Sox1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.6424
APEX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68043
IFI27L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96322
PMC9377669-tx1c00392_si_002.xlsx-Famotidine-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
H2BC13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55219
MDM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10934
SPSB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07183
Fallopian Tube	GTEx Tissue Gene Expression Profiles 2023	1.0	4.08843
GSE92457_9_v_10_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE126345_4_v_3_hcrt_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE210101,GSE210114_4_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE145915_3_v_2_pcm1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CCDC51	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60792
DUSP16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44206
LAYN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2792
TIMM8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55384
DNMBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55665
GSE226249_5_v_7_pirfenidone_human	RummaGEO Drug Perturbation Signatures	1.0	null
ARFGEF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10512
Claustrum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.541
ATIC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56334
DR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66949
GSE174701_5_v_3_maml3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE174701_1_v_0_maml3_human	RummaGEO Gene Perturbation Signatures	1.0	null
NECTIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06477
PMC6932815-ppat.1007634.s015.xlsx-ST5_DGE_ELF1-R8AvIFN48-mock_lfc-ensembl_gene_id_ELF1	Rummagene Transcription Factor Associations 2026	1.0	null
UFL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66596
GSE210101,GSE210114_6_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MRPL52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.06382
RABEP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98313
496100367_FWM_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.13733
NECAB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61296
GSTM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70107
BLOC1S2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3038
GSE221004_3_v_0_prdm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE86021_1_v_2_crenolanib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
NID1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2043
PPIA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11997
CAMKV	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47163
RAD54B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39053
SLC35E2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99882
STK16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46622
COL2A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.34989
CEP41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.75812
PCGF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79321
PMC9377669-tx1c00392_si_002.xlsx-Ranitidine-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
SLC25A17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12559
C5orf22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88778
OPLAH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65888
GOLGA6C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41229
MAP3K14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45406
UBAC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75721
PMC12616242-can-24-3452_supplementary_table_s2_suppst2.xlsx-Down_bins-Down_bins_loosing_H3K27me3_in_hpMSC-EWSR1_FLI1_FLI1	Rummagene Transcription Factor Associations 2026	1.0	null
SAFB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12149
AK6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90195
CASTOR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01382
GSE210101,GSE210114_5_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MAN1B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82251
NR2F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.42161
MAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78632
OSBPL1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76485
Tfcp2l1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	36.4622
CAVIN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15127
GSE233679_5_v_13_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
KCTD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07083
PMC6344081-elife-40364-supp5.xlsx-PLZF_peaks_H3K27Ac_unchanged-Unnamed_10_ZBTB16	Rummagene Transcription Factor Associations 2026	1.0	null
ADAMTS10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25943
ZNF330	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17699
PMC3636213-pgen.1003459.s012.xlsx-Sheet1-KD_2_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Ar	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.6926
YBEY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6745
EEF1B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47438
MRPS36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37929
GSTO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87494
PMC6080909-JEM_20171312_TableS1.xlsx-miR-196_predicted-Table_S1_miR-196a_b_predicted_targets_by_PITA_PicTar_TargetScan_and_DIANA_prediction_algorithms_ZFP1	Rummagene Transcription Factor Associations 2026	1.0	null
HESX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3511
FDXACB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14479
WTIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56599
Grm	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.902
KATNBL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37009
SEMA3G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54402
TMBIM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82525
ZYX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5331
GSE131798,GSE131804_5_v_0_igf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NOB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9819
DDHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67607
NTS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79227
496100519_HIP_probable Alzheimer's disease_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.32909
TIMM17A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0672
GSE147366_3_v_2_med13_human	RummaGEO Gene Perturbation Signatures	-1.0	null
LIN7A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.22085
NFKB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63827
GRM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79193
PMC7021771-41467_2020_14684_MOESM7_ESM.xlsx-CASZ1_ChIPseq_in_SMS-CTR_MEKi-Gene_Name_CASZ1	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF655	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68124
RPS26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66306
GSE127790_10_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RGL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78106
TMX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70805
ASPSCR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92256
ARGFX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.4814
ANHX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.25832
ZNF700	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12127
PMC9377669-tx1c00392_si_002.xlsx-Methicilin-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GSE175787_5_v_9_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE149901_2_v_1_anlotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
COX14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57156
NOMO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41362
GSE239844_8_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CHP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45852
ERVV-2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59751
GSE111102,GSE111105_8_v_0_pparg_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
AGAP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.53959
496100577_FWM_probable Alzheimer's disease_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.65669
COG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01352
PKP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49678
PMC7064149-CAM4-9-2062-s004.xlsx-Table_S5-Table_S5_DEGs_between_low-_and_high-FOXP4-AS1_expression_groups_in_PDAC_tumor_tissues_FOXP4	Rummagene Transcription Factor Associations 2026	1.0	null
POU4F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.39171
ZNF227	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20543
TDP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00016
C8G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28151
GSE239844_7_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Hnf1a	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.2498
PMC9377669-tx1c00392_si_002.xlsx-Favipiravir-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
TRIM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.91228
TAF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11394
FXYD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98208
Whole body	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
ZNF525	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60063
GSE148658_1_v_0_six6_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF667	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.2274
KLLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.617
PTPMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35432
RHOQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70372
ABCF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68483
ST6GAL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79533
MTRFR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53975
LARP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45171
GSE76425_0_v_12_lenalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Leflunomide-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
ARHGEF16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46838
GSE155031_6_v_3_dextran_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CDKN1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73634
PMC12000322-41419_2025_7601_MOESM9_ESM.xlsx-H3122-AR_somatic_filtered_PASS-version_2_4_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE126345_2_v_3_hcrt_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE212628_2_v_1_mier1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC10246722-pwac062_suppl_supplementary_table_s5.xlsx-sg-HIF1A_vs_sg-GAL4-Unnamed_1_HIF1A	Rummagene Transcription Factor Associations 2026	1.0	null
DTX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20979
MAGI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58319
PLAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7881
E2F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.1508
ALDH4A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57167
GSE184356_1_v_2_tfam_human	RummaGEO Gene Perturbation Signatures	1.0	null
WRNIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02755
NANOGNB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45501
NOP53	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5078
KMT2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31571
ZNF148	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97339
RNASE6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47218
CLNS1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.08206
TEX45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14495
COX5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47355
CNN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95195
GSE256181_1_v_0_etv2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE235066_4_v_3_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9377669-tx1c00392_si_002.xlsx-MethylMerc-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
HEY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75274
ALG6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46363
TP53I3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.10307
CHRD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.73198
PLAUR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60212
PHOX2A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.7577
PMC7265345-41598_2020_65638_MOESM5_ESM.xlsx-4_E2F8-Gene_E2F8	Rummagene Transcription Factor Associations 2026	1.0	null
ZSCAN22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79973
LRP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.90208
ZNF641	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36374
496100278_FWM_no dementia_TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.77283
PMC8185471-mmc4.xlsx-D4-DEGs_between_SOX15_KO_DPs_and_WT_DPs_cells_at_day_4_padj_0_05_Log2FoldChange_0_5_SOX15_KO_WT_or_Log2FoldChange_-0_5_SOX15_KO_WT_SOX15	Rummagene Transcription Factor Associations 2026	1.0	null
TTLL9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63108
ASB13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42224
DLX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24545
MPZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65865
HTRA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64328
PFKFB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61427
TSEN15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22483
PRKAA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64492
ADAMTS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83396
HNF4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92223
ZNF286A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49656
496100484_FWM_no dementia_no TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.80136
FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.2152
IGSF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42617
Subthalamic nucleus	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.584
GSE174701_1_v_7_maml3_human	RummaGEO Gene Perturbation Signatures	1.0	null
PKNOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01818
496100474_FWM_possible Alzheimer's disease_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.044
RASA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47658
LMNB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25907
DEDD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67255
DNAJB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62685
CLINT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78567
CDON	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58217
RNF213	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95653
GSE160817_0_v_1_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ACSM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5794
PMC9377669-tx1c00392_si_002.xlsx-Paroxetine-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
BTBD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80087
PMC9377669-tx1c00392_si_002.xlsx-Folic_Acid-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
F2R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89496
TBX22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00308
GSE81803,GSE81912_4_v_1_fmr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NUDT9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58209
KIAA2013	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22077
PMC9377669-tx1c00392_si_002.xlsx-Atrovastatin-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
VPS36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14611
HOXA11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81098
DSG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91122
ATG101	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39016
LIME1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68582
PMC10123531-NIHMS1874945-supplement-Table_S6.xlsx-SOX2_BCAT_cobound_peaks-Gene_Name_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
ERVK3-1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33675
SRR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67064
NSD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27065
PMC11682006-13105_2024_1045_MOESM1_ESM.pdf-26-IRX2_c5orf38_IRX2	Rummagene Transcription Factor Associations 2026	1.0	null
MAP2K3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18392
PMC9377669-tx1c00392_si_002.xlsx-Vismodegib-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
ELK1::HOXB13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.4852
ETV4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.22415
GSE216043_11_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NUCB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90326
SP100	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27229
PPP2R3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93935
GSE147366_1_v_2_med13_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CCZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74446
PPP1R7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16213
Nervous system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
TCP10L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26109
SIRT7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.73248
GSE127790_13_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MAP6D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72398
ASH2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58569
PMC8224457-MSB-17-e9760-s005.xlsx-C_Ctrl_v_HMGB1-KD_IMR90-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PMC6932815-ppat.1007634.s011.xlsx-ST1_DGE_ELF1_lfc2_fdr05_interse-geneID_ELF1	Rummagene Transcription Factor Associations 2026	1.0	null
LATS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05902
Tbx6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.8395
ZNF468	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24236
YWHAH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80493
MARVELD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19434
TRIM16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01786
CD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.946
GSE242199_6_v_3_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CABP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93637
MXRA8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75597
SF3A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00917
RB1CC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86846
FBXO31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.36319
PRUNE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44915
MOB1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89679
MAP1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6255
FOXB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49058
NPY5R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35807
NR2C2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69322
TERF2IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61352
Olfactory tubercle	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.76
HS6ST1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94448
GSE210101,GSE210114_1_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZBTB7A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.1568
C19orf12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77718
PMC6932815-ppat.1007634.s014.xlsx-ST4_DGE_ELF1-R8AvIFN6-mock_lfc2-ensembl_gene_id_ELF1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Ascorbic_Acid-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
PTPN12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23851
SPEF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80881
GSE226249_2_v_4_pirfenidone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
C1orf216	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04149
KLHL34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94119
PWWP3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62611
GSE129725_1_v_5_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF677	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.592
GSE119498_0_v_7_setd5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95759
HINT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80654
HEATR5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96706
ETHE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.27391
MATK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77796
GSE48812_4_v_5_sulforaphane_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FEZF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.91097
TEKTIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02369
GSE175787_4_v_7_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE221004_3_v_2_prdm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PHF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96225
ID2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64537
GSE211215_1_v_0_pemetrexed_human	RummaGEO Drug Perturbation Signatures	1.0	null
LIN28B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22623
CENPE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1632
ZDHHC11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98873
H2BC12L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18198
P2RX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01295
NEFM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11093
496100543_FWM_probable Alzheimer's disease_TBI_78_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.72099
FADS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09092
IRX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97114
DPYSL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61494
PHOX2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.02817
PALS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56303
Cervix - Endocervix	GTEx Tissue Gene Expression Profiles 2023	1.0	2.6538
GAS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.99003
GSE184087_4_v_1_tert_human	RummaGEO Gene Perturbation Signatures	1.0	null
PAX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.3522
FBXO42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52156
GSE221955_3_v_2_igfbp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF574	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	56.1278
TCEAL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03628
DTX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.6097
PPIG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05138
GSE115542_5_v_3_digoxin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9377669-tx1c00392_si_002.xlsx-TSA-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
FIS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22744
GSE211286_7_v_3_tcf12_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE81803,GSE81912_0_v_1_fmr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ADCY3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69347
PMC7884719-41598_2021_83348_MOESM3_ESM.xlsx-male_port-EGR1_1_EGR1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE161295_2_v_3_cdk8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
HNRNPLL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21709
CDT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63929
GSE145915_5_v_1_pcm1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FMO5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86776
GSE131649_2_v_8_hemin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Ebf2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.4458
BRSK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90723
SEC24A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39418
ZBTB12	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.9784
PMC11682006-13105_2024_1045_MOESM1_ESM.pdf-83-ZNF6_7_ZNF711	Rummagene Transcription Factor Associations 2026	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-1160_PS-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
BTBD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08804
MRPL55	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61702
GSE127790_6_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE124932_2_v_1_sarm1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TMEM44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83848
PACC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46663
ANAPC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11679
BCAP29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59896
RBAK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67965
GSE221539_1_v_3_lrrc10_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RABGAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72434
MARVELD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50877
GSE189859,GSE189861_4_v_2_idh1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60566
CDK16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62033
NICN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44003
CERS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57571
PMC9377669-tx1c00392_si_002.xlsx-Levothyrox-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF107	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.27108
PITX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42503
SP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00329
GSE161295_0_v_1_cdk8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ASIC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53069
CHCHD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69447
SRSF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06456
AFF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34457
HDX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58127
ACAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72127
496100514_FWM_no dementia_TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.54153
RHEB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.06381
SEC11C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15685
TXNDC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42981
EBF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.0369
RNF175	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26004
CCDC96	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-5.14946
CEP170	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99639
GSE223008_9_v_2_calhm6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
IQGAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46925
MMS22L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25164
MCIDAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48644
CTSC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61897
SUCLG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37621
496100596_FWM_dementia_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.04246
Type 2 diabetes	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.7
ABCD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73351
BCAN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04989
BACH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6649
PMC9377669-tx1c00392_si_002.xlsx-Carbamazepin-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
CRTAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10523
SETMAR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49428
GSE162688_3_v_4_pink1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ISL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31339
POM121C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48315
NDC80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18948
PMC8481886-Table_1.xlsx-A_subsets-iMSC_fetal_MSC_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
MRPS18C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4664
GSE239844_11_v_2_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF618	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.264
UFC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.32422
PMC12586484-41598_2025_22484_MOESM2_ESM.xlsx-Supplementary_Table_1-Supplementary_Table_1_DEGs_in_ATOH8-depleted_EVT_ATOH8	Rummagene Transcription Factor Associations 2026	1.0	null
CASC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92679
OTX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51177
RPS24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02775
MEA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81546
DEGS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.15464
NFYB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86468
SLC41A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.33273
GSE92589_0_v_1_sirolimus_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE175787_5_v_6_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC12000322-41419_2025_7601_MOESM9_ESM.xlsx-H3122-AR_somatic_filtered_PASS-Unnamed_47_AR	Rummagene Transcription Factor Associations 2026	1.0	null
CAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12856
GSE174522_1_v_0_spp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SPPL2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38771
EDEM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94088
TOP1MT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7055
HTATSF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08915
SLC38A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58192
ZBTB14	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.9556
KBTBD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67722
DDX17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05515
TATDN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1014
ZMAT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71306
ZNF45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38324
BNIPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2349
CYFIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45773
BCL7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.58
MAJIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71959
UHRF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32216
MOB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44572
GSE226249_2_v_1_pirfenidone_human	RummaGEO Drug Perturbation Signatures	1.0	null
Head	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
TBX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1418
QSER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70651
GHDC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8236
RASL11A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86942
ZDHHC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75209
GSE210101,GSE210114_2_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PFAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94744
CEBPD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07274
POLL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.25083
GSE166767_1_v_2_ctcfl_human	RummaGEO Gene Perturbation Signatures	1.0	null
PTCD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36076
PMC12356745-12015_2025_10896_MOESM2_ESM.pdf-555-ENSG00000164093_PITX2	Rummagene Transcription Factor Associations 2026	1.0	null
UAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62178
GSE211286_4_v_3_tcf12_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE211983_0_v_3_nicotine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF841	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87216
HOXD12::ELK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.0579
CLUH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9172
HES2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7924
CAPN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.68257
ITGB5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79068
GSE92457_9_v_12_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
MAP3K20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34614
PMC9377669-tx1c00392_si_002.xlsx-9-cis_retinoic_acid-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF708	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.3263
CYC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16431
GSE79663_2_v_0_tcf4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Thalidomide-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
LYPD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63665
PMC7445411-CPR-53-e12862-s006.xlsx-Sheet1-Supplementary_Table_S4_Gene_expression_profiling_of_NT-MSC_and_III-MSC_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
IRF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31248
GSE135312_1_v_2_bmpr2_human	RummaGEO Gene Perturbation Signatures	1.0	null
KIAA0753	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38255
HMOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.849
PUSL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40921
DYRK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15694
GTEx Colon 20-29 vs 70-79	GTEx Tissue-Specific Aging Signatures	1.0	7.15902
ELMOD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50092
COA8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34234
ZBTB33	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.0979
MAGEH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.94386
SP5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	53.6841
PMC9377669-tx1c00392_si_002.xlsx-Retinol-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
MMP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56132
PMC9377669-tx1c00392_si_002.xlsx-Teriflunomide-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GSE48812_4_v_1_sulforaphane_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE174701_4_v_7_maml3_human	RummaGEO Gene Perturbation Signatures	1.0	null
Foxo3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	21.7674
PSMC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10003
GSE226249_5_v_3_pirfenidone_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC10742386-pnas.2311372120.sd05.xlsx-GCM1_ST-Gene_Symbol_GCM1	Rummagene Transcription Factor Associations 2026	1.0	null
TRMU	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45181
tissues, cell types and enzyme sources	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
CACYBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00997
IRF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.2562
PMC7786291-Table_1.xlsx-Table_S1-Supplementary_table_1_ETV7-related_genes_in_the_TCGA_SKCM_data_set_ETV7	Rummagene Transcription Factor Associations 2026	1.0	null
DRAXIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67487
CDHR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02044
496100362_FWM_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.91815
CWC25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14796
PMC9377669-tx1c00392_si_002.xlsx-DPH-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
PPP1R13B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36815
Sox6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.4096
PMC9377669-tx1c00392_si_002.xlsx-Chlorophenamine-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
STX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84735
TADA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83335
CCNB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67065
QKI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83771
PMC6360815-supp_gr.239053.118_Supplemental_Table_S2.xlsx-MAFs_targets-Table_of_potential_MAF_targets_MAF	Rummagene Transcription Factor Associations 2026	1.0	null
TBL1XR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46647
PMVK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92211
GSE239844_11_v_9_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
C6orf89	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44367
KHDRBS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41066
PMC8185471-mmc7.xlsx-DEGs-SOX15_peaks-Unnamed_2_SOX15	Rummagene Transcription Factor Associations 2026	1.0	null
ASCL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	57.4658
chr4_121791904_C_A_b38	GTEx eQTL 2025	1.0	1.89462
BCL6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.1977
PMC5989213-41467_2018_4462_MOESM8_ESM.xlsx-3-Supplementary_Data_3_List_of_2687_genes_differentially_expressed_between_SETBP1-G870S_and_Empty_293_FLP-In_lines_SETBP1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE130715_2_v_3_budesonide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RFX7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.941
PEDS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65268
SEC23B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34472
CTSZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52277
PMC8224457-MSB-17-e9760-s005.xlsx-C_Ctrl_v_HMGB1-KD_IMR90-Gene_AR	Rummagene Transcription Factor Associations 2026	1.0	null
AKT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86097
RAPH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89707
NBDY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.31018
DRAM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63368
LYRM9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89123
GSE147366_3_v_0_med13_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ADNP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.46339
GSE188721_3_v_4_mesp1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC12696503-mmc2.xlsx-ST15_KD_RNA-seq_diff_expr-ensembl_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE216043_11_v_9_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PAK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96702
GSE180321_0_v_1_imperatorin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC6932815-ppat.1007634.s015.xlsx-ST5_DGE_ELF1-R8AvIFN48-mock_lfc-external_gene_name_ELF1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE232631_5_v_1_brca2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE239844_4_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE101239_5_v_6_valproic acid_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PSAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25865
GSE176008_0_v_1_azacitidine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF532	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68862
GSE165682_0_v_3_ptbp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CBLN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3936
RAB40C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.93859
PRRT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03932
PABPC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91396
PMC10742386-pnas.2311372120.sd05.xlsx-GCM1_EVT-Gene_Symbol_GCM1	Rummagene Transcription Factor Associations 2026	1.0	null
DUSP14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.14805
496100494_HIP_no dementia_TBI_100+_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.67423
HCST	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16578
ZW10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23988
FAM120B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78916
ATXN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87128
REC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44758
BABAM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23655
ATG16L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4651
ZNF613	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27031
SAC3D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55826
GSE118816_2_v_1_myo1c_human	RummaGEO Gene Perturbation Signatures	1.0	null
CCDC124	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48373
GSE168807_0_v_7_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GK5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71186
RAP2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96638
TMEM170B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83099
ZNF611	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27981
POFUT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62525
PMC3348545-NIHMS263168-supplement-3.pdf-144-LEF1_LEF1	Rummagene Transcription Factor Associations 2026	1.0	null
NQO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29608
HLA-DOA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84828
REL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46616
IVNS1ABP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80791
ERCC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60649
OLFML2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.54889
RAB26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61188
MKS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59571
DENND1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43056
SCAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53352
FGF22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43892
TSSK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16493
GSE128844_0_v_2_chloroquine_human	RummaGEO Drug Perturbation Signatures	1.0	null
RPA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97466
GSE142019,GSE142021_10_v_3_ythdf2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TMEM47	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14844
KLC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85579
MYBPC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83288
PMC10170086-41598_2023_34519_MOESM6_ESM.xlsx-Sheet3-The_overlapping_genes_between_significantly_co-expressed_genes_and_significantly_differentially_expressed_genes_of_BARX2_in_LIHC_BARX2	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12518476-10067_2025_7574_MOESM9_ESM.xlsx-Sheet2-RNAseq_DEGs_of_KD_AR	Rummagene Transcription Factor Associations 2026	1.0	null
H2AX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96163
GSE126345_7_v_10_hcrt_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE175787_8_v_7_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE216043_11_v_6_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
496100396_HIP_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.00673
STK35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31411
WIZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75718
GSE210101,GSE210114_8_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE214583,GSE214585_1_v_0_steap1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BIRC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73755
PABPN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72263
DTX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7974
PMC9377669-tx1c00392_si_002.xlsx-Dextrometh-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
BRSK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35871
ZNF723	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55487
GSE235066_4_v_2_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CDKN2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61137
Foxf1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.3298
Nfe2l2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	28.8306
WNK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26365
SMURF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90719
TBK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13388
BPGM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62144
TRIP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06019
chr4_121749533_C_T_b38	GTEx eQTL 2025	1.0	3.61912
IL17RA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39338
ASAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0888
FOXD4L6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33678
KIAA1671	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73023
GTF2F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2033
RABAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03396
NHLH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.7722
496100337_HIP_possible Alzheimer's disease_no TBI_100+_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.59918
PMC12696503-mmc2.xlsx-ST15_KD_RNA-seq_diff_expr-symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Entinostat-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF420	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4481
ZSCAN9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.75402
EMX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.05728
TRIM17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18328
PMC8554124-DataSheet2.XLSX-57-CEBPD_CEBPD	Rummagene Transcription Factor Associations 2026	1.0	null
ADAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21504
MSL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07834
CROCC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85634
TIFA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24654
PMC9377669-tx1c00392_si_002.xlsx-Ampicilin-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF736	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60448
B2M	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41528
CITED1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64327
ELL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25977
PMC9377669-tx1c00392_si_002.xlsx-Valproic_Acid-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
SMIM29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78767
FAM181B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24489
GSE147366_1_v_0_med13_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PTF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55654
TMC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21365
TCFL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68842
Ciliary pocket collar	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.901
MPZL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88491
C4orf46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47123
GSE139239_2_v_6_ddr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SEC24D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.74631
ZKSCAN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19318
KCTD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93172
GSE119498_0_v_10_setd5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC6113333-41598_2018_31192_MOESM11_ESM.xlsx-Sheet1-H1_NFIC_NFIC	Rummagene Transcription Factor Associations 2026	1.0	null
GSE128634,GSE128636_4_v_5_foxo1_human	RummaGEO Gene Perturbation Signatures	1.0	null
FJX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3347
GSE174701_5_v_8_maml3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Sucralose-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF605	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.18337
GSE112761,GSE112767_1_v_5_ddx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ECHDC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74593
496100355_HIP_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.17589
PMC9377669-tx1c00392_si_002.xlsx-Buspirone-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
DVL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11516
NSL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01726
H3C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69885
THUMPD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38905
Hypothalamus	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.148
RREB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	118.545
ZNF391	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29373
GSE175787_11_v_7_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE138050,GSE148257_1_v_2_progesterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC11743796-41420_2025_2295_MOESM5_ESM.xlsx-aged_LPS_BV-2_vs_human_upreg-human_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
CHST1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62905
GSE224096_1_v_0_cocaine_human	RummaGEO Drug Perturbation Signatures	1.0	null
DNM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95115
RAB6D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27261
DCXR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48923
SERINC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36153
PCYOX1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83569
Dux	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	21.9234
AP1S2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95469
GPX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4158
GSE174701_5_v_2_maml3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NDUFB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58059
NEUROD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.6626
PMC9377669-tx1c00392_si_002.xlsx-Doxylamine-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF101	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.58361
GSE48812_4_v_10_sulforaphane_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DERL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79353
H1-2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72244
ECE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.62606
H2BC11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17102
UBE2Z	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88721
CCDC28B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02859
TTL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41177
NAP1L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64736
ZNF143	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.9466
H2AC11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8066
SAMD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48154
CALHM6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44369
SDF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81457
PMC7884719-41598_2021_83348_MOESM3_ESM.xlsx-male_port-EGR1_EGR1	Rummagene Transcription Factor Associations 2026	1.0	null
TFAP4::FLI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.213
SF3A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86295
PMC4595011-pgen.1005555.s003.xlsx-BPTF_DOWN-regulated-Ensembl_gene_id_BPTF	Rummagene Transcription Factor Associations 2026	1.0	null
IARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73886
THRAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.00074
GSE76425_0_v_10_lenalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SIRT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92685
RIPPLY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62732
ITPRIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46247
ICE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48102
ZNF761	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22225
PMC11024792-DataSheet_1.pdf-33-KLF2_KLF2	Rummagene Transcription Factor Associations 2026	1.0	null
RNF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81902
PIGH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60558
ACADS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72714
ZKSCAN3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.081
UBE4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6429
PMC10703699-41588_2023_1554_MOESM3_ESM.xlsx-T4B_BATF3_upreg_padj_0_01-Gene_Name_BATF3	Rummagene Transcription Factor Associations 2026	1.0	null
RAB29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51244
SMCHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95653
ZBTB32	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50521
GSE224096_3_v_0_cocaine_human	RummaGEO Drug Perturbation Signatures	1.0	null
DCLRE1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81953
WWP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51455
RPRM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28376
GSE108675_3_v_0_slc1a4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
C2orf49	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87266
CDH24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98048
GSE226249_5_v_1_pirfenidone_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF839	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6601
SLC4A11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03133
GSE129241_4_v_0_valproic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
TRIAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53637
FEZ2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73834
GNG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76613
Foxj3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	37.0101
GSE123372,GSE123373_1_v_2_mecp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE48812_4_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TAF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8879
ZNF680	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.9067
TMEM249	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78058
GSE226249_0_v_3_pirfenidone_human	RummaGEO Drug Perturbation Signatures	1.0	null
FAM219A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17767
GTF3C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45707
SYNRG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88033
ENTPD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85437
Nucleus pulposus	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.031
PMC11682006-13105_2024_1045_MOESM1_ESM.pdf-15-HOXD13_HOXD13	Rummagene Transcription Factor Associations 2026	1.0	null
CCDC9B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95649
GSE218580_1_v_2_fentanyl_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZC3H18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69648
METTL13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44323
CCNO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0188
KLF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62201
Nuclear exosome targeting complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.958
SAMD4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59913
GSE160293_2_v_4_celf6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
USF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19076
LIPT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58598
ZNF784	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.9078
LETMD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93015
TP53	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.1583
IQSEC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63768
PDP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56251
ZNF558	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23438
RGS16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27163
RNASE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33372
EGR1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	64.5319
496100562_FWM_no dementia_TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.51227
STK24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53897
ZBTB26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50547
NOVA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99918
ABHD17A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4919
ZKSCAN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20907
H2AB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14457
IFT122	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.81043
PHYHIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67354
Foxl2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.8883
PMC6932815-ppat.1007634.s014.xlsx-ST4_DGE_ELF1-R8AvIFN6-mock_lfc2-external_gene_name_ELF1	Rummagene Transcription Factor Associations 2026	1.0	null
496100317_FWM_no dementia_no TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.49444
FSCN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.00805
ZBTB7B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.208
ZNF491	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11643
PMC7265345-41598_2020_65638_MOESM5_ESM.xlsx-3_E2F2-Gene_E2F2	Rummagene Transcription Factor Associations 2026	1.0	null
THAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7665
GSE226249_2_v_8_pirfenidone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE84148,GSE96938_0_v_2_nrros_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Ciliary pocket	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.732
SEL1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29064
PJA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30598
AUP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96111
MYF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.837
PMC9377669-tx1c00392_si_002.xlsx-Lithium_Chloride-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
PTPRJ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6743
ARVCF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97977
ZFAND4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78681
DEPDC7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92539
GSE242199_9_v_5_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FZD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98333
SLC35E1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12272
GSE126345_9_v_10_hcrt_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
STAC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29079
AGRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95411
PMC9377669-tx1c00392_si_002.xlsx-Methorexate-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
ATF7IP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03589
SHISA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07408
PMC9377669-tx1c00392_si_002.xlsx-L-Thyronine-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
MIB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6094
E2F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.616
GLUD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10469
BLM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23343
GDPD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.66328
IREB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10373
PMC12356745-12015_2025_10896_MOESM2_ESM.pdf-106-PITX2_PITX2	Rummagene Transcription Factor Associations 2026	1.0	null
tRNA-intron endonuclease complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.132
MPHOSPH9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23419
NPTX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97274
CRX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66071
GSE226249_2_v_7_pirfenidone_human	RummaGEO Drug Perturbation Signatures	1.0	null
SCRT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83542
Dorsal raphe nucleus	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.547
PMC7021771-41467_2020_14684_MOESM7_ESM.xlsx-CASZ1_ChIPseq_in_SMS-CTR_MEKi-Nearest_Ensembl_CASZ1	Rummagene Transcription Factor Associations 2026	1.0	null
496100436_FWM_no dementia_no TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.16264
C8orf82	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35718
PCGF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99894
GSE126345_2_v_5_hcrt_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE100464,GSE100465_1_v_3_atrx_mouse	RummaGEO Gene Perturbation Signatures	1.0	null