association	dataset	threshold value	standardized value
GSE168676_2_v_3_dach1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
POU3F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.111
SLC1A6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02413
GSE148066,GSE157787_0_v_4_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE235701,GSE261434_0_v_1_enasidenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MAFF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.6955
Hmx2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	24.6042
ZSCAN20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65085
PLAGL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0719
GSE221327_1_v_9_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE89018_6_v_14_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE194396,GSE194429_1_v_0_atrx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE113106_2_v_1_dnm2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Stat6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	33.4411
SOS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5664
PTRH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43592
ABCB6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60441
LEMD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94175
TMX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61743
GSE245270_2_v_5_isoproterenol_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE173232_1_v_3_sf3b1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE235066_4_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE147366_3_v_4_med13_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE142210_2_v_1_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZDHHC11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98873
KIAA1522	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94048
Nfatc2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.3263
PMC9585487-NIHMS1838959-supplement-4.xlsx-Downregulated-Table_S3_FOXC1_regulated_genes_FOXC1	Rummagene Transcription Factor Associations 2026	1.0	null
KLHL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.41525
GSE221327_6_v_11_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Embryonic structure	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
KDM3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52728
AIMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14429
GSE193258,GSE193259_2_v_12_osimertinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
VWA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74649
EIF2B5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42913
NFYC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.4913
GSE184087_2_v_1_tert_human	RummaGEO Gene Perturbation Signatures	1.0	null
RSAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56885
GSE213228_2_v_5_irak2_human	RummaGEO Gene Perturbation Signatures	1.0	null
Extensor digitorum communis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.097
GTF2IRD2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02323
PARK7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83236
GSE152432_6_v_0_zrsr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE240027,GSE240030_5_v_2_atrx_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100393_HIP_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.30299
TENT4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07044
EPPK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7226
MSH4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73552
SOX9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.8289
GSE139975_3_v_0_rnf2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Nuclear dicing body	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.77
ACP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85563
CCDC87	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6947
GSE203267_0_v_1_alkbh5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE218727_0_v_3_zkscan3_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC4686761-ncomms10068-s3.xlsx-S2E-MSC_up_specific-Supplementary_Data_2E_-_expression_of_up-regulated_genes_2_fold_change_specifically_in_MSC_PTEN-_-_vs_MSC_PTEN_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
POU3F2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50465
ZNF48	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73525
Inflammatory bowel disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.635
CCDC80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06251
GSE227592_13_v_1_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ARL2BP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67186
SMAD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74283
FOXS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.869
STK38L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94178
LAMC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52748
TMEFF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5636
C14orf28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37053
GSE178255_1_v_4_tlr4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE86507,GSE86509_7_v_1_hoxb7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE240439_1_v_3_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
TPRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19783
GSE121824,GSE121826_0_v_8_scaf8_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE202434,GSE202438_6_v_5_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE131161_2_v_6_rarres1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE232223_1_v_0_letmd1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KBTBD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23411
RBP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77517
FOS::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.1174
TMEM35A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47544
SMC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61191
GSE245270_2_v_4_isoproterenol_human	RummaGEO Drug Perturbation Signatures	1.0	null
HOXB13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94011
THAP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73337
HOXC12	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.1153
GSE155031_6_v_3_dextran_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF875	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08366
LARP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85863
GSE202434,GSE202438_9_v_5_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE135244_0_v_1_trdmt1_human	RummaGEO Gene Perturbation Signatures	1.0	null
USP44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92254
496100382_PCx_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.01086
STAT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55882
GSE180185_9_v_5_setbp1_human	RummaGEO Gene Perturbation Signatures	1.0	null
NGLY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69444
TMEM177	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72514
CDC42SE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61871
GSE248045,GSE248046_4_v_1_runx1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE234637_2_v_0_ikzf1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PAFAH1B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79393
GSE235701,GSE261434_2_v_3_enasidenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF446	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6404
Autoimmune disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.635
PMC8350019-mmc2.xlsx-DESeq2_Pten_vs_control_batch_LF-ENSG_LTF	Rummagene Transcription Factor Associations 2026	1.0	null
RBM47	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.21769
SBF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80218
TMEM51	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02219
GSE192362_1_v_0_erastin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE152699,GSE152723_3_v_2_vemurafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
POU3F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.8231
BABAM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23655
LMO3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64908
FAM193A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35097
GSE199255,GSE199356_4_v_2_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TEAD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8169
GFER	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47354
FGD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96266
Whole body	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
DNAJC28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59578
PMC11282827-40659_2024_524_MOESM5_ESM.xlsx-TAL1-sequence_name_TAL1	Rummagene Transcription Factor Associations 2026	1.0	null
TBX19	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.3909
Dlx2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.7772
GPALPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28686
GSE210885_5_v_6_klf4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
HECTD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84278
CMTM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75634
PRX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65048
GSE221327_5_v_9_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE161846,GSE161849_3_v_0_smarca4_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF440	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33234
TBL1Y	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53468
POU3F4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.4959
Organism form	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
CCDC152	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61193
SNW1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33929
H2AB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58716
FOXL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.0212
GSE171837_1_v_2_bortezomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
LY6G5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17854
MYOZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.59066
CILP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68263
TFEB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49438
ZNF850	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75507
TIMM17B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88712
GSE178255_1_v_7_tlr4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE233679_5_v_15_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
COQ10A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4467
GSE44157,GSE44163_3_v_0_nr6a1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Congenital myopathy 4A	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.06
MTRR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6867
VAMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07787
KB-3-1 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.761
GSE168401_2_v_0_harmine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC6070530-41398_2018_200_MOESM3_ESM.xlsx-regional_cluster_PFC-MSC-age-bin_4_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
ENO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.08569
GSE133213_2_v_3_znrf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE162688_1_v_4_pink1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE188870,GSE188871_1_v_3_kat7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE162892_4_v_2_isox_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Ulcerative colitis	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.635
SPIC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.0655
GSE180951_2_v_0_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
MYO1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85119
GSE232631_5_v_1_brca2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE161846,GSE161849_4_v_0_smarca4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TNNT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13726
GSE89018_12_v_14_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE225901_2_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
COMTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88808
GSE155031_6_v_0_dextran_human	RummaGEO Drug Perturbation Signatures	1.0	null
ABRA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22944
GGTLC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63979
GSE200388_0_v_1_gemin5_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE147366_3_v_5_med13_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MYPOP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69663
ZNF570	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58983
GSE238005_4_v_3_c9orf72_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SLAIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69929
PMC11282827-40659_2024_524_MOESM5_ESM.xlsx-SOX14-sequence_name_SOX14	Rummagene Transcription Factor Associations 2026	1.0	null
GSE202284,GSE202289_12_v_4_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
monoatomic ion channel activity	GO Molecular Function Annotations 2025	1.0	null
HNRNPA0	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79512
GSE158197_6_v_10_egfr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Slit diaphragm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.743
CABP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93637
CDR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14686
ZNF761	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22225
SOX18	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.3534
SOX15	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.7216
METTL22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5937
SETD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34771
PROSER2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21987
PRCP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08832
TTLL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.05207
GSE87412,GSE92423_0_v_4_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TRMT11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2267
RGL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10075
MTLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.509
IRF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.5833
NMI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90426
GSE233112_2_v_0_doxorubicin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC7603494-41467_2020_19353_MOESM6_ESM.xlsx-Ch_TCF3_up_and_binding_Overlapp-Unnamed_6_TCF3	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11046918-12967_2024_5211_MOESM5_ESM.xlsx-C_FUS-DDIT3-eGFP_vs_eGFP-Table_S3_Regulated_genes_between_scaffold-cultured_HT1080_FUS_DDIT3-eGFP_cells_and_control_cell_lines_DDIT3	Rummagene Transcription Factor Associations 2026	1.0	null
496100374_HIP_possible Alzheimer's disease_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.39669
GSE226115,GSE226116_2_v_0_doxorubicin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PICALM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71893
GSE162892_4_v_2_sox9_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE77108_6_v_1_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
YTHDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42438
Urogenital system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
BPNT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27341
TM-4 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.668
GSE143406_1_v_0_carfilzomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ADSS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74564
ZFHX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89328
PMC5390115-mmc3.xlsx-DE_Lists_Exp_2-H1-EC2_3-fold_TCF15	Rummagene Transcription Factor Associations 2026	1.0	null
PMC8582123-13073_2021_996_MOESM3_ESM.xlsx-IRF1-HIT_IRF1	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF813	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42297
GABPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17793
TM-3 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.472
GSE226249_2_v_4_pirfenidone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HOXD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61483
OLIG3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.8348
DPAGT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16035
ARID4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81512
GSE168676_0_v_3_dach1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
C6orf132	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84766
GSE165071,GSE165072_1_v_0_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE234637_1_v_0_cytarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100405_TCx_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	4.54948
GSE57871_5_v_12_vorinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
GBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53496
GSE178340_7_v_6_carfilzomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
3M complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.301
TM7SF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76279
Kidney disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.089
SERINC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.01383
GSE217552_3_v_5_fisetin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE121809_1_v_0_fmr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
IRF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22513
CDX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.9613
NOL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52558
ZNF623	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54483
GSE77108_3_v_9_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE184892_4_v_2_trehalose_human	RummaGEO Drug Perturbation Signatures	-1.0	null
LIFR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15994
GSE199255,GSE199356_3_v_2_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NAB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05664
GSE158197_5_v_4_egfr_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DUXA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89598
BMT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77752
PMC8143797-elife-62857-fig3-data2.xlsx-DEgenes_SW872_TAZ-CAMTA1_vs_EV-Gene_CAMTA1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11185845-NIHMS1996282-supplement-Table_S1.xls-TableS1_txt-Kasumi_miR130_KD_AR	Rummagene Transcription Factor Associations 2026	1.0	null
KYAT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30474
VOPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23298
PMC11336098-41598_2024_70235_MOESM1_ESM.pdf-213-ZNF697_ZNF697	Rummagene Transcription Factor Associations 2026	1.0	null
GSE217552_3_v_2_fisetin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE174735_1_v_3_il22_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Filtration diaphragm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.743
MAP7D3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.00905
CUL7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44457
NOMO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35034
PSMC3IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04533
PLA2G15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14335
GSE167474_1_v_3_naa40_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Nephrotic syndrome	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.089
Nkx2-1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.8856
ZNF326	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33991
DENND1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43056
USP38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78711
H3-7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36212
GSE169571_5_v_4_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC10248509-Data_Sheet_6.CSV--GSE58294_DE-genes_AND_GSE22255_DE-Genes_NOT_Autophagy_NOT_GSE66724_DE-Genes_NR4A2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE68156_3_v_5_dextran_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
SPI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12206
FOXE1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	58.8478
RHEBL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35035
GSE205070_1_v_4_mertk_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE199255,GSE199356_4_v_5_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
POU5F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.7873
MGA::EVX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.6096
PMC4531812-13058_2015_618_MOESM11_ESM.xlsx-Metabric_Sparse_KM_976-TFAP2B_TFAP2B	Rummagene Transcription Factor Associations 2026	1.0	null
CSTF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15832
TRIM54	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7385
PMC12396377-jcb_202307079_tables1.xlsx-Fig_1C_i_-_iii_right-y_TFEB_KO_LLOMe_VS_WTLLOMe_UP_TFEB	Rummagene Transcription Factor Associations 2026	1.0	null
GSE246195,GSE246305_2_v_0_sin3a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE180951_2_v_3_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE241402_0_v_1_prmt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
POU2F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.3664
GSE239457_1_v_0_rasa1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
monoatomic cation transmembrane transporter activity	GO Molecular Function Annotations 2025	1.0	null
EFNA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24505
UBXN2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54147
Intestinal disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.635
TSHZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42932
CBLN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44515
GSE198826,GSE198911_1_v_2_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ETS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08153
CDC37L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68259
GSE195559_2_v_7_notch1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC12616242-can-24-3452_supplementary_table_s2_suppst2.xlsx-Up_bins-Up_bins_gaining_H3K27me3_in_hpMSC-EWSR1_FLI1_FLI1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE138001_5_v_4_rorb_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE162688_3_v_4_pink1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF184	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.0392
MRPS24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63853
SIDT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25938
GSE210101,GSE210114_2_v_3_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE77178_2_v_3_ccnd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE133213_6_v_13_znrf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GARIN1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0548
PMC8764619-mmc7.xlsx-supplementary_table_for_the_Ven-GSE131737_TFAP2B_target_genes_H_sapiens_970_TFAP2B	Rummagene Transcription Factor Associations 2026	1.0	null
GSE186707_1_v_0_hdac4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8986528-41586_2022_4598_MOESM6_ESM.xlsx-Fig_4f-NOL9_KD_upreg_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Cells - EBV-transformed lymphocytes	GTEx Tissue Gene Expression Profiles 2023	1.0	2.57369
GSE126463_5_v_2_pomalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FOXJ2::ELF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.7935
SIGLEC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65879
PCYOX1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83569
HMGN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05843
THAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7665
ABCC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57807
MAFG::NFE2L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.4845
GSE180200,GSE180201_12_v_6_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Uniplex complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.126
ZBTB46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11342
GSE196318_0_v_1_xpo4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE188458_2_v_1_hydrogen peroxide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PPM1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36129
GSE169590_0_v_1_rptor_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE161295_4_v_1_cdk8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59513
STARD3NL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96181
DISP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52616
CCNF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89472
PMC11046918-12967_2024_5211_MOESM5_ESM.xlsx-A_FUS-DDIT3_vs_both_controls-Table_S3_Regulated_genes_between_scaffold-cultured_HT1080_FUS_DDIT3-eGFP_cells_and_control_cell_lines_DDIT3	Rummagene Transcription Factor Associations 2026	1.0	null
GSE196671_5_v_1_obox4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF582	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.6621
PMC8065135-41467_2021_22068_MOESM6_ESM.xlsx-E_MYOG_binding_in_downreg-Unnamed_1_MYOG	Rummagene Transcription Factor Associations 2026	1.0	null
GSE196962_2_v_6_parg_human	RummaGEO Gene Perturbation Signatures	-1.0	null
AK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48473
SP110	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37212
GSE128333_3_v_0_tcf4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE184892_6_v_5_trehalose_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF135	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89956
CARNMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70561
GSE233679_6_v_7_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HMBOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25883
CatSper complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.646
GSE180200,GSE180201_5_v_6_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE108084_3_v_2_epinephrine_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF140	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.877
KLHL24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40915
NAGA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.98583
BAG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54388
NKX2-8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.7458
UNC5CL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55219
GSE122509,GSE122513_3_v_0_ibrutinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HES6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33827
HSPB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76502
PARP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60573
GTF3C5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36185
GSE96641_5_v_0_esrp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TSR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62746
TMEM129	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82161
GSE107505_3_v_2_nanog_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9843885-40478_2023_1507_MOESM6_ESM.xlsx-CIC-OE_TS603-Unnamed_1_CIC	Rummagene Transcription Factor Associations 2026	1.0	null
DHTKD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67471
CDC42EP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30567
PHLPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8616
MYC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97165
VDAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10976
TAX1BP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90643
ADCY5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.21864
SCRN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25042
GSE111247_14_v_3_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE132369,GSE132371_4_v_0_cccp_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZFP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14469
PKP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49678
THAP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66462
ZDBF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61645
SP140	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46128
GSE195568_6_v_10_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE205729,GSE205731_2_v_3_tazemetostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
Internal female genital organ	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
FAM221A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7878
GSE217405_3_v_2_osimertinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9424213-41467_2022_32537_MOESM5_ESM.xlsx-HeLa_IER3-AS1sh_DEGs-DEGs_in_HeLa_IER3-AS1sh_KD_cells_AR	Rummagene Transcription Factor Associations 2026	1.0	null
KCNJ11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.24272
PNKP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59046
RAB3IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03779
GSE205729,GSE205731_2_v_0_tazemetostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE151782_2_v_7_aim2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ARL4D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95341
FAHD2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41127
HDAC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61598
GSE176555,GSE176556_1_v_0_acriflavine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FAM118A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11852
IER2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35403
ADRA2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34595
BBLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85485
HNRNPH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.16852
GSE111061_1_v_0_tofacitinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC12179525-mmc1.xlsx-Group_HNF4A_vs_Null_sign-Supplemental_Table_S1_Differentially_expressed_genes_in_HNF4A-transduced_cells_vs_Null_HNF4A	Rummagene Transcription Factor Associations 2026	1.0	null
MAX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.7943
ZNF800	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92847
GSE60217_1_v_2_inosine_human	RummaGEO Drug Perturbation Signatures	1.0	null
HERC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19643
GSE126463_1_v_2_pomalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC8452624-41467_2021_25709_MOESM12_ESM.xlsx-ST12-Unnamed_2_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
PLPP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46097
PKN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66674
GSE191015_1_v_3_gsdmb_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE216043_3_v_9_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
C6orf136	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29831
TDGF1P3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28345
GSE87412,GSE92423_2_v_1_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE221327_10_v_11_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE169152_3_v_4_ibrutinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE227891_2_v_0_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE116492,GSE116495_3_v_1_stag2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CUX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68696
GSE195568_3_v_0_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TMEM131L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65995
Urinary system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.089
GSE173873_1_v_3_stra8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CREBBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30069
CCND3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87272
GSE165334_2_v_0_dabrafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SLC25A11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67744
ARC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74575
GSE169571_0_v_2_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC7673140-41467_2020_19575_MOESM4_ESM.xlsx-Data_S1d-List_of_2302_of_genes_differentially_regulated_by_SOX2_FDR_0_1_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE202284,GSE202289_1_v_4_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NDUFA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01001
PMC7108734-pone.0230884.s004.xlsx-GHs_with_RELA_TFBS_and_DMR-Gene_Mapped_To_GH_RELA	Rummagene Transcription Factor Associations 2026	1.0	null
CELF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08673
WRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37712
GSE127970_1_v_0_ebf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
VAPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32708
RAD51B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82938
GSE238018_3_v_4_mxra8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE200673,GSE200691_1_v_5_hmga2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BAIAP2L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68041
PARP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58461
PMC10016690-Table_3.xlsx-AKT1_vs_KLF4_deg_all-Unnamed_4_KLF4	Rummagene Transcription Factor Associations 2026	1.0	null
FOSL2::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.0759
GSE248858_5_v_2_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
BHLHE22	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.8581
GSE238005_5_v_3_c9orf72_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE217132_0_v_1_pfkfb4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE192870_2_v_0_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
RC3H1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55322
PMC8016886-41419_2021_3630_MOESM6_ESM.xlsx-Sheet1-Table_S5_Differentially_expressed_genes_identified_between_HOXC6-low_and_HOXC6-high_expression_CRCs_using_TCGA_cohort_HOXC6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE193402_0_v_1_imatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100407_FWM_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.53548
PMC12068594-pgen.1011693.s007.xlsx-MCR_vs_MCW-gene_id_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE217115_3_v_0_alectinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF354A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	97.288
CDX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.9904
CCNT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7535
METTL13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44323
Hmx1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.8987
PPID	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18477
GSE238005_0_v_3_c9orf72_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TENM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.724
MYF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.0074
LMNB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25907
GSE184892_7_v_2_trehalose_human	RummaGEO Drug Perturbation Signatures	-1.0	null
H4C14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28202
TNFRSF18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14957
Nr2e1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.0288
ARPC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08953
CCKBR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48358
496100478_HIP_dementia_TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.08681
DVL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11516
ZNF763	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.91784
ZNF16	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.9364
GSE124471,GSE124488_1_v_0_lats1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE199660_1_v_0_secretin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
NT5DC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22296
CCDC24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4798
ZNF876P	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93129
ZNF441	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54866
GSE138633_2_v_0_bag3_human	RummaGEO Gene Perturbation Signatures	1.0	null
CAPN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39215
GSE225869_3_v_0_temozolomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CDON	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58217
496100438_PCx_possible Alzheimer's disease_no TBI_88_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.41003
GNRH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66869
GSE198794_0_v_3_usp18_human	RummaGEO Gene Perturbation Signatures	1.0	null
NFATC4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.8352
GSE226770_1_v_0_atrx_human	RummaGEO Gene Perturbation Signatures	1.0	null
NAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22726
GSE221327_8_v_0_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE193282_3_v_1_cd44_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DMRTC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.1441
NNMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.27544
KXD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37482
IRF9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.4114
GSE71468,GSE76476_0_v_1_rbfox1_human	RummaGEO Gene Perturbation Signatures	1.0	null
THOC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11415
HEXD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26687
SND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65202
FBRSL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82069
GSE245407,GSE245412_0_v_1_smurf1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE89018_1_v_2_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GARIN5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33132
GSE211128_9_v_6_angptl4_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC11611169-pone.0314092.s001.docx-3-PPARG_PPARG	Rummagene Transcription Factor Associations 2026	1.0	null
RSBN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68709
GSE248045,GSE248046_6_v_1_runx1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PCDHB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.30381
ZNF665	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58943
GSE155031_5_v_3_dextran_human	RummaGEO Drug Perturbation Signatures	1.0	null
SLC35E3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3758
ERCC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96601
496100390_PCx_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.68433
Dlx5	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.9892
PMC4595011-pgen.1005555.s003.xlsx-BPTF_DOWN-regulated-Ensembl_gene_id_BPTF	Rummagene Transcription Factor Associations 2026	1.0	null
GTEx Colon 20-29 vs 70-79	GTEx Tissue-Specific Aging Signatures	1.0	6.978
GSE71468,GSE76476_2_v_3_rbfox1_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZBED2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.7841
FOXG1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.3662
GSE143830_0_v_1_trex1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE197948_2_v_0_atp7b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
WDR45B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61248
GSE113734_1_v_0_qprt_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE126345_4_v_3_hcrt_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
EPB41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53089
GSE121198,GSE129779_3_v_1_arid1a_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE178255_2_v_7_tlr4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Nephrosis	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.089
SETX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53163
GSE174701_1_v_7_maml3_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE228181_2_v_1_idh1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PRRC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82262
GSE133213_6_v_15_znrf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ETF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68219
GSE128054_1_v_0_myt1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE102505_4_v_2_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Testis	GTEx Tissue Gene Expression Profiles 2023	1.0	3.00024
GSE222758_0_v_3_clofazimine_human	RummaGEO Drug Perturbation Signatures	1.0	null
MAF::NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.2303
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	2.82504
GSE158715_3_v_0_cyp1b1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NUMBL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33373
GSE221327_6_v_2_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FOXH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.1681
PMC8350019-mmc2.xlsx-DESeq2_Pten_vs_control_batch_LF-ensembl_LTF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE210682_2_v_1_methadone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE221327_10_v_0_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SLC4A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46531
PPM1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21869
YARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09631
NFATC3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.8158
RAB40A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99315
RASA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81222
GSE126463_6_v_3_pomalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC8202205-NIHMS1706275-supplement-Table_S3.xlsx-Day_2_GATA6-dependent_genes-GATA6-dependent_mRNA_expression_Day_2_Mesendoderm_FDR_0_05_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
LHX8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45208
GSE173232_1_v_0_sf3b1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC6932815-ppat.1007634.s014.xlsx-ST4_DGE_ELF1-R8AvIFN6-mock_lfc2-ensembl_gene_id_ELF1	Rummagene Transcription Factor Associations 2026	1.0	null
t60-adrenal_male_1w	MoTrPAC Rat Endurance Exercise Training	1.0	1.40156
TMEM201	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67941
Tongue epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.239
GID4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47758
H4C11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85171
GSE219195_0_v_5_rbm12_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC11046918-12967_2024_5211_MOESM5_ESM.xlsx-B_FUS-DDIT3-eGFP_vs_WT-Table_S3_Regulated_genes_between_scaffold-cultured_HT1080_FUS_DDIT3-eGFP_cells_and_control_cell_lines_DDIT3	Rummagene Transcription Factor Associations 2026	1.0	null
TSC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27181
GSE240645_1_v_0_u90926_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE162892_4_v_5_isox_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE87412,GSE92423_3_v_4_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC5550886-cddis2017345x3.xlsx-siRAD21_DEGs_NOT_rescued_by_Myc-Unnamed_1_NR4A2	Rummagene Transcription Factor Associations 2026	1.0	null
MRPS7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73969
ADAMTS13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61723
ZNF24	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.5657
HOXD9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.9863
ROM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47017
ARHGAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22357
TWIST1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32192
H4C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17355
GSE158197_0_v_4_egfr_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE221356_1_v_0_tfeb_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF155	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07716
FOXK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73934
IRF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	50.5791
IFT27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98595
SYCE1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16282
SENP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76378
BCL11A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63618
EBF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53906
ALOX12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85915
TSPAN9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18793
GSE89018_6_v_2_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PCDHB13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76513
GSE221327_8_v_9_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Artery - Tibial	GTEx Tissue Gene Expression Profiles 2023	1.0	1.5553
FAM72B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71919
NAPB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03538
GSE196699_2_v_3_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE185944_0_v_1_pth1r_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF37A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23222
GSE207433_2_v_3_crtc2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE122215,GSE122217_0_v_2_peg10_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Tauopathy	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.021
POLG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4965
IRF7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.8119
GSE199255,GSE199356_3_v_5_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1365
GSE162892_4_v_0_sox9_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PRXL2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79012
TRIM39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60757
GSE180789_1_v_0_hnrnpc_human	RummaGEO Gene Perturbation Signatures	1.0	null
SREBF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.3625
SAP25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02174
ZNF564	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84123
GSE221327_10_v_9_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
monoatomic cation channel activity	GO Molecular Function Annotations 2025	1.0	null
ARMC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18335
TAF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70613
ZNF610	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44176
Leydig cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.463
GSE169617_1_v_2_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE214248_0_v_1_cxcl8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BRF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23497
GSE165647_5_v_1_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE133213_6_v_5_znrf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SIRT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73302
NLGN4Y	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78852
GSE233679_12_v_7_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ACCS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44391
TRIP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84277
RAB12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38822
GSE124471,GSE124488_2_v_3_lats1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE71491_0_v_1_cyclophosphamide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
NQO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29608
NPW	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53963
SLC25A17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12559
PMC4387713-supp_gad.255984.114_Table_S5.xlsx-S5B-Up_H3K4me3_DPY30_KD-Unnamed_12_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE185635_0_v_1_ncor1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRMS1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71298
ZNF425	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99428
GSE179693,GSE179694_4_v_2_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE236437_2_v_3_aldosterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Glomerular endothelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.994
TP53	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.3207
GSE96649_1_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MIEF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6612
GSE158100,GSE158101_1_v_0_runx1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE185953_1_v_3_tlr3_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC4595011-pgen.1005555.s003.xlsx-BPTF_DOWN-regulated-Gene_name_BPTF	Rummagene Transcription Factor Associations 2026	1.0	null
MEF2C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.3015
NLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63227
GSE153871_1_v_3_cytarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
WASF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57667
FAH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12717
PPIL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5369
GADD45A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72031
RBM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43605
SURF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62805
GPR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64885
UBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25092
Immune system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.635
GSE213228_4_v_5_irak2_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9132
IRF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.8209
TRPS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.9135
SLC44A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90578
GSE210101,GSE210114_8_v_3_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
TBCEL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85879
GSE142210_2_v_0_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE168797_1_v_3_cannabidiol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
496100420_PCx_probable Alzheimer's disease_no TBI_85_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.22381
SREK1IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11414
GSE118794_2_v_1_zmynd8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE142210_2_v_7_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BARX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.7582
PMC6932815-ppat.1007634.s015.xlsx-ST5_DGE_ELF1-R8AvIFN48-mock_lfc-external_gene_name_ELF1	Rummagene Transcription Factor Associations 2026	1.0	null
Female reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
BCOR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76832
GSE106661,GSE106665_2_v_3_arid1a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ACSS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99309
PMC6932815-ppat.1007634.s015.xlsx-ST5_DGE_ELF1-R8AvIFN48-mock_lfc-ensembl_gene_id_ELF1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE128844_0_v_3_chloroquine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FBRS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86966
GSE151782_4_v_7_aim2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
POU1F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.3159
ZDHHC24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43499
POU4F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	54.3104
496100496_FWM_possible Alzheimer's disease_no TBI_88_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.22845
Pou5f1::Sox2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.3783
ZNF888	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85427
Villous cytotrophoblast	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.522
POU2F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.1435
GSE86507,GSE86509_0_v_1_hoxb7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Pharyngeal muscle	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.628
Glomerular endothelial cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.05
FAM78A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6839
GSE128333_2_v_0_tcf4_human	RummaGEO Gene Perturbation Signatures	1.0	null
PBRM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62681
t58-heart_consensus	MoTrPAC Rat Endurance Exercise Training	1.0	1.3983
RAD9A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27453
PMC8040704-jcav12p2673s2.xlsx-Down-regulated_genes_in_EBF1-Unnamed_0_EBF1	Rummagene Transcription Factor Associations 2026	1.0	null
PCBP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.19986
GSE142210_9_v_7_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC6335596-mmc2.xlsx-RNA-seq_Day_3_GATA6_Het-Unnamed_13_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
MORF4L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34164
ASH1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.98871
GATA4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.6463
NAA10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.14553
GSE147366_1_v_4_med13_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE144838_1_v_8_egfr_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GGA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96437
GSE140997_2_v_3_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
B4GALT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60826
DEF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09837
TUBB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7536
GSE233679_12_v_4_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE151612_4_v_7_pracinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Sertoli cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.658
GSE202284,GSE202289_7_v_4_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE142210_3_v_7_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ATXN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94863
GSE198380_0_v_1_phgdh_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Colitis	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.635
ZNRF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50761
AP3D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65996
GSE221327_6_v_0_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE220813_0_v_1_zfp750_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
APOBEC3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30235
GSE238018_3_v_0_mxra8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NUDT10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68578
Smooth muscle	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
GSE196699_2_v_1_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE112763,GSE112767_2_v_1_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE185944_0_v_3_pth1r_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE122425_1_v_0_nsun2_human	RummaGEO Gene Perturbation Signatures	1.0	null
RARA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88083
GSE240027,GSE240030_1_v_2_atrx_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE161846,GSE161849_1_v_5_smarca4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
VPS35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21934
AHRR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96819
PMC4531812-13058_2015_618_MOESM11_ESM.xlsx-TCGA_Sparse_KM-TFAP2B_TFAP2B	Rummagene Transcription Factor Associations 2026	1.0	null
PMC4540202-cddis2014370x2.xls-Sheet1-Table_S2_MEIS2-responsive_genes_MEIS2	Rummagene Transcription Factor Associations 2026	1.0	null
PMC10769314-NIHMS1954782-supplement-9.xlsx-Table_S7A-Table_S7A_Hippocampal_relative_gene_expression_from_post-KD_and_pre-KD_recipient_mice_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Calcium channel complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.001
GSE217115_3_v_5_alectinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
JPH4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40401
CWC15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61678
ZNF773	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29087
GSE110440_2_v_0_rad21_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DDX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.30875
GIT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20674
NKX2-2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12046
MCTS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49044
GSE245270_1_v_4_isoproterenol_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE210101,GSE210114_4_v_3_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE225869_3_v_0_cd44_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE184356_1_v_2_tfam_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE57871_5_v_2_vorinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
PKDCC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03562
PMC7603494-41467_2020_19353_MOESM6_ESM.xlsx-Ch_TCF3_up_and_binding_Overlapp-Unnamed_1_TCF3	Rummagene Transcription Factor Associations 2026	1.0	null
AKAP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93167
ZNF385A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74204
GSE211955_1_v_0_jmjd4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8764619-mmc7.xlsx-supplementary_table_for_the_Ven-GSE131737_TFAP2B_target_genes_G_gallus_1347_TFAP2B	Rummagene Transcription Factor Associations 2026	1.0	null
TCF21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.4133
ZYG11B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57525
GSE137818_2_v_6_brca2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE114690_1_v_3_tnfsf14_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.2428
OTUD7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8295
GSE210951_1_v_0_islr_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MNX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72399
GSE240027,GSE240030_5_v_3_atrx_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE184892_7_v_3_trehalose_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE202434,GSE202438_8_v_5_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ME2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83721
Brain - Cerebellum	GTEx Tissue Gene Expression Profiles 2023	1.0	4.52782
PHKA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48959
XPO6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07526
GSE178340_7_v_9_carfilzomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MMP19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43359
ATF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00725
Pectoral muscle	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.947
PLXNB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55735
GSE112763,GSE112767_4_v_1_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TDRD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9205
RAB42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43168
FOXB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	115.627
GSE246461,GSE246463_5_v_0_mecp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8481886-Table_1.xlsx-A_subsets-iMSC_fetal_MSC_UC_MSC_bone_marrow_MSC_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
HTRA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10193
SOX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.5983
GSE118077_4_v_2_sprr5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CNNM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19852
CNPY3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42252
SMG6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50819
FBXO6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4544
AURKA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28113
BAG6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45307
SOX13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.5138
ARHGEF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87788
GSE223008_0_v_1_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
HOXC10	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.0374
GSE211126_1_v_0_hapln1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF384	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	128.005
496100367_FWM_no dementia_TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.33608
PMC9130782-Table_3.xlsx-downregulated-ZNF366_ZNF366	Rummagene Transcription Factor Associations 2026	1.0	null
GSE89018_11_v_2_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FOXL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74386
TEAD4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.0984
ZNF502	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71715
PTGR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53292
SIX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.0598
GSE168797_4_v_3_cannabidiol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
POU5F1B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.2561
RGMA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10718
Proteinuria	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.089
SNAP47	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25281
Sertoli cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.359
COMMD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87341
GSE229344_1_v_0_cyb5r3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18317
GSE113106_2_v_4_dnm2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE111247_11_v_3_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
WRAP53	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67093
GSE216273,GSE216292_14_v_6_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
STAT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67922
Rfx6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.2995
GPATCH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23139
BSDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99994
GSE142210_11_v_7_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Placenta	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE201520_8_v_3_inhba_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE133213_6_v_1_znrf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE213228_4_v_0_irak2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
HEATR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77979
MED24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95572
GSE154197_1_v_2_ints13_human	RummaGEO Gene Perturbation Signatures	1.0	null
BEND4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4728
FZD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53015
GSE235066_4_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZDHHC17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9615
GSE190316,GSE190324_10_v_9_rbm4_human	RummaGEO Gene Perturbation Signatures	1.0	null
Hmga1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	29.7866
TLR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30346
POU4F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.8112
VSIG10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67989
C17orf97	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33212
GSE184087_4_v_5_tert_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE116492,GSE116495_3_v_2_stag2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NPTXR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2339
GABRD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48147
GSE184892_6_v_1_trehalose_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC7397849-supp_gad.338681.120_Supplemental_Table_S1.xlsx-S1L_Shared_genes_3way_overlap-Suppl_Table_S1L_Shared_genes_between_YAP1-MAMLD1_YAP1-FAM118B_YAP1-TFE3_in_vitro_human_samples_TFE3	Rummagene Transcription Factor Associations 2026	1.0	null
GSE221327_8_v_2_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE211128_9_v_8_angptl4_human	RummaGEO Gene Perturbation Signatures	1.0	null
SHISAL2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47973
ZBED1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.4602
ITPR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50531
GSE180200,GSE180201_5_v_1_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE225982_2_v_0_ezetimibe_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE137818_5_v_1_brca2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Nkx3-2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.1797
LPAR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17642
TEFM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34775
GSE166004_5_v_4_pld1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BAG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05322
ARRDC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7842
FOXK2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.3477
GSE246195,GSE246305_1_v_3_sin3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF224	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62402
OLIG2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.6824
LBH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77006
GSE168807_0_v_7_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FOXD2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.6333
GSE213219_2_v_3_st3gal3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE159678_6_v_2_chloroquine_human	RummaGEO Drug Perturbation Signatures	1.0	null
tissues, cell types and enzyme sources	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
RBPJ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73445
GSE137954_4_v_2_smyd3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF138	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06558
FOXC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.9691
APEX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68043
GSE159678_6_v_7_chloroquine_human	RummaGEO Drug Perturbation Signatures	1.0	null
SCX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31446
GSE229344_2_v_0_cyb5r3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BHLHA15	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.8507
JAK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61152
GSE241701_1_v_0_daxx_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF287	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7194
GSE199255,GSE199356_4_v_1_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PNMA6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48356
ERG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23452
COMMD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15643
POU2F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.9539
RXRG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.278
GSE217115_2_v_0_alectinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE126621,GSE126920_1_v_0_dppa4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE217405_3_v_2_egfr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Testicular cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.435
EID1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95716
EEF1AKMT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30515
AIRE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82072
GSE162739_6_v_1_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE160442,GSE160444_1_v_0_arid1a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GRHL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.2666
MLEC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60826
ATP2A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5378
NR3C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94227
PMC10794847-mmc5.xlsx-PIAS1_KD_up-Table_S4_Differentially_expressed_genes_with_PIAS1_knockdown_in_the_progenitors_state_Related_to_Figure_5_AR	Rummagene Transcription Factor Associations 2026	1.0	null
KLF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32199
GSE129772_2_v_3_runx3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PBX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.7778
GSE227592_13_v_3_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PABPC1L2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15876
GSE76425_0_v_5_lenalidomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF398	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13524
Sox1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.2813
APBB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75134
LAMB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35801
GSE152432_5_v_4_zrsr2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CSDE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95695
GALNT11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8805
TRAF3IP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57659
AKAP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11739
GSE107505_1_v_2_nanog_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC10794847-mmc2.xlsx-PBRM1_KD_up-Table_S1_Differentially_expressed_genes_with_PBRM1_knockdown_in_the_progenitor_state_Related_to_Figure_1_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE246184,GSE246195_0_v_1_sin3a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TFIP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81218
GSE165939_2_v_1_poldip2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE202434,GSE202438_2_v_5_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SPATA24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52464
PSPC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17234
ETV2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.2595
PIGH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60558
GSE186471_1_v_2_carnosol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CENPV	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24541
NDUFS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02545
PMC8444148-NIHMS1529754-supplement-1529754_Tab_S2.xlsx-downregulated_in_ATF4OE-RNA-seq_of_C3_ATF4_OE_and_C3_neurons_ATF4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE179031_0_v_2_foxp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE126463_6_v_2_pomalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
EFR3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93849
GSE182179_0_v_3_kdsr_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE142210_9_v_0_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE229070,GSE229071_0_v_2_sotorasib_human	RummaGEO Drug Perturbation Signatures	1.0	null
QSER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70651
MSC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.7181
MAP3K9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62736
GSE233679_5_v_3_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF90	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65849
GSE57871_1_v_12_vorinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
ATMIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79261
LTBP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38235
GSE202284,GSE202289_3_v_4_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
POU4F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.8463
GSE233679_14_v_7_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE227891_5_v_0_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
HSD11B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.2762
RORA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2472
ZNF438	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21356
PMC9992472-41467_2023_36735_MOESM5_ESM.xlsx-SOX11_OE_9h_in_SH-EP-Unnamed_7_SOX11	Rummagene Transcription Factor Associations 2026	1.0	null
ZMYND8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13481
PMC8212786-DataSheet_4.xlsx-CESC-ZBED3_ZBED3	Rummagene Transcription Factor Associations 2026	1.0	null
FAM47E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44114
NPIPA8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75638
MELK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56256
GSE89018_12_v_8_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF211	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.2154
CNNM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88842
UNC5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83447
GSE225869_2_v_0_cd44_human	RummaGEO Gene Perturbation Signatures	-1.0	null
COQ3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73815
B3GNT8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56531
PIGO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88012
GSE158502,GSE158506_3_v_0_fat1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Hmx3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.3988
GSE211126_3_v_0_hapln1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Nfatc1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.5493
BCLAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91938
GSE217552_3_v_0_fisetin_human	RummaGEO Drug Perturbation Signatures	1.0	null
SOX21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.3778
ACO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37575
PMC12522211-NIHMS2104691-supplement-MMC1.xlsx-SRCAP_DE_genes-Gene_SRCAP	Rummagene Transcription Factor Associations 2026	1.0	null
Lhx3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	30.8
HSD3B7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27286
GSE211128_3_v_5_angptl4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE205070_2_v_9_mertk_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Primary immunodeficiency disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.635
DNAJB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62685
ARID5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77137
GSE192771_2_v_1_mt1g_human	RummaGEO Gene Perturbation Signatures	1.0	null
COA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10489
GSE132759_4_v_0_fgfr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RNF215	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90538
ZSCAN31	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.3269
MINPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15663
ENDOU	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82452
MTX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5489
PRR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44314
GSE234637_1_v_0_ikzf1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE131798,GSE131804_2_v_0_igf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE221020,GSE221023_2_v_0_pten_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE68156_0_v_1_dextran_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Arx	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.4308
GSE216043_11_v_9_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
MRPL30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55379
MIDEAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33774
GSE216147_2_v_1_rbm20_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE147366_3_v_0_med13_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE179868,GSE180330_1_v_2_ddx21_human	RummaGEO Gene Perturbation Signatures	1.0	null
GFI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.1445
496100330_PCx_possible Alzheimer's disease_no TBI_100+_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.93082
CEP68	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78549
THAP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70616
GSE121824,GSE121826_0_v_3_scaf8_human	RummaGEO Gene Perturbation Signatures	1.0	null
GYS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81237
LZTS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9566
GSE68156_3_v_4_dextran_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE184892_0_v_2_trehalose_human	RummaGEO Drug Perturbation Signatures	-1.0	null
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
HAGH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81742
H3C2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98491
PRSS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28828
GSE217552_3_v_4_fisetin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
POU3F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.6956
ACSL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69754
NUDT17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6917
GSE234637_2_v_0_cytarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
YIF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98854
GSE145915_3_v_2_pcm1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF136	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.9878
DEPDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59472
GSE186112_1_v_0_med23_human	RummaGEO Gene Perturbation Signatures	1.0	null
EPN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20951
GSE151829,GSE151831_5_v_8_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF320	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88534
SNF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08996
NARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86605
ARGLU1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17048
GSE192771_2_v_1_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
NCK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85145
GSE89018_12_v_2_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE164874_5_v_14_prednisolone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE102505_1_v_3_tunicamycin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PIK3R3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05113
GSE89018_11_v_8_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CSKMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52496
GYG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51791
CCDC127	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0715
TSEN54	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29179
PMC10202654-mmc3.xlsx-MSC_markers-COMMON_MSC_MARKERS_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
MRS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62029
GSE221327_6_v_9_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE159937_2_v_0_tfcp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SHC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18303
ACSM2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81546
GSE149760_3_v_1_elof1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
HOXC13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.8887
PMC10794847-mmc6.xlsx-PIAS1_KD_up-Table_S5_Genes_differentially_expressed_with_PIAS1_knockdown_in_keratinocytes_cultured_in_the_differentiation_condition_Related_to_Figure_5_AR	Rummagene Transcription Factor Associations 2026	1.0	null
CERS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57571
HOXD12	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.623
ZNF766	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.2677
GSE167886_2_v_1_chd7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Nkx3-1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.1695
ITPRID2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15805
PPP1R13L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44994
GSE233679_5_v_7_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
JUND	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59694
UFC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32422
CREB3L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8039
GSE113106_0_v_5_dnm2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE233679_6_v_0_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF558	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23438
GSE77108_8_v_9_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE178255_2_v_4_tlr4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Gastrointestinal system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.635
SCYL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03484
JMJD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01342
TDRKH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97979
NKX6-3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.7148
ZNF667	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.3323
GSE168807_6_v_7_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Polycystin complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.531
ZNF672	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20252
GSE180200,GSE180201_2_v_9_qpctl_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE203308_9_v_3_brf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.8204
E2F3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.2767
GSE162892_3_v_5_isox_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FEN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47126
GSE227891_2_v_3_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
KLKB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21075
GSE120248,GSE120252_1_v_0_macf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZSCAN29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55456
GSE86507,GSE86509_7_v_2_hoxb7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE113734_3_v_0_qprt_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE216273,GSE216292_0_v_7_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE71468,GSE76476_2_v_1_rbfox1_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF558	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	237.215
GSE211126_3_v_4_hapln1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE199660_1_v_3_secretin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZFP36L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.28271
GSE122067_2_v_1_mtch2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE240027,GSE240030_5_v_0_atrx_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.089
Craniofacial dysmorphism, skeletal anomalies, and mental retardation syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.654
GSE178255_1_v_6_tlr4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9882185-media-4.xlsx-Neuron_KD-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE219195_4_v_5_rbm12_human	RummaGEO Gene Perturbation Signatures	1.0	null
CMIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16478
HMGB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.943
GSE174701_1_v_0_maml3_human	RummaGEO Gene Perturbation Signatures	1.0	null
MMP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17802
USHBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78411
PMC8040704-jcav12p2673s2.xlsx-Down-regulated_genes_in_EBF1-Unnamed_5_EBF1	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF614	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23718
ZNF101	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58361
GSE174701_5_v_6_maml3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZFR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07081
ARID3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11085
VPS9D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75877
HRC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93944
FOXF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.2576
GSE157282_0_v_3_doxorubicin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE137818_3_v_6_brca2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GATA6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.2458
NFKB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63827
IFITM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39771
GSE233679_5_v_8_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE101537_1_v_3_neurog3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF670	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47766
MORC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69927
GSE192870_2_v_3_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Podocyte foot	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.781
PMC6932815-ppat.1007634.s014.xlsx-ST4_DGE_ELF1-R8AvIFN6-mock_lfc2-external_gene_name_ELF1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE200839,GSE233826_3_v_6_tnrc18_human	RummaGEO Gene Perturbation Signatures	1.0	null
Ar	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.1451
KBTBD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49344
GSE106661,GSE106665_0_v_3_arid1a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NFKB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03179
CLIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59221
GSE154337_0_v_1_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
Autoimmune disease of gastrointestinal tract	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.635
NSUN7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49516
Taste bud	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.299
CLASP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81809
THEM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72522
ZNF548	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24361
SLC19A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08714
IMPACT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91616
PMC10016690-Table_3.xlsx-AKT1_vs_KLF4_deg_all-Significant_DE_genes_in_AKT1_vs_KLF4_meningiomas_KLF4	Rummagene Transcription Factor Associations 2026	1.0	null
THRA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83834
GSE168401_1_v_0_harmine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MYL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57727
PMC10246722-pwac062_suppl_supplementary_table_s5.xlsx-sg-HIF1A_vs_sg-GAL4-Unnamed_1_HIF1A	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF143	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53936
H2BC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53031
ZNF677	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.6249
GSE199255,GSE199356_3_v_1_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE198228,GSE198245_0_v_2_apoe_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE133087_1_v_2_metformin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE126463_5_v_3_pomalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SARAF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76214
SIRT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90128
MTMR14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75913
ZIM3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.8564
CGAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64727
GSE126345_4_v_5_hcrt_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ACER3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.17821
DHX38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31003
ZNF852	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84741
NIF3L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90755
GSE142210_2_v_5_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HOXA10	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.9552
IDH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88101
GSE112763,GSE112767_0_v_1_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SMPD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69444
GSC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95975
SPINT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.01411
GSE144838_1_v_5_egfr_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ATOH7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.2653
GSE62292,GSE62295_2_v_0_col4a3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
LDB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52993
DNMT3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80589
KCTD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47706
NQO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80167
ACACA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27565
ZNF883	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78362
GSE60217_1_v_8_inosine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE225869_2_v_0_temozolomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE205070_2_v_5_mertk_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE96641_5_v_2_esrp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE184892_6_v_3_trehalose_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE169571_3_v_4_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC11461876-42003_2024_6975_MOESM3_ESM.xlsx-Supplementary_Data_1-Supplementary_Data_1_Differentially_Expressed_Genes_HSE_THP1_Vs_THP1_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
FAM200B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85509
GSE224763_1_v_0_rif1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE164874_5_v_13_prednisolone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
UBQLN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56421
GSE216147_0_v_1_rbm20_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC6683136-41598_2019_47363_MOESM4_ESM.xlsx-GENE_SET-Positive_correlation_of_ZEB1_and_other_genes_ZEB1	Rummagene Transcription Factor Associations 2026	1.0	null
ZRANB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54555
TXNDC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41144
TSA cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.964
RNFT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1135
FOXC1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	85.6151
HINT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80528
ZNF792	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60296
GSE130081,GSE130082_0_v_10_neil2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE179880_7_v_5_e2f4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100622_HIP_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.11824
HOXD12::ELK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.7145
TBC1D16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32665
t60-adrenal_consensus	MoTrPAC Rat Endurance Exercise Training	1.0	5.09705
PMC9882185-media-4.xlsx-Neuron_KD-ID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
496100378_TCx_probable Alzheimer's disease_TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.01238
PMC8350019-mmc2.xlsx-DESeq2_Pten_vs_control_batch_LF-gene_name_LTF	Rummagene Transcription Factor Associations 2026	1.0	null
PEX14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0835
PMC6335596-mmc2.xlsx-RNA-seq_Day_3_GATA6_Het-Genes_significantly_differentially_expressed_between_H9_and_GATA6_4ins_at_day_3_in_RNA-seq_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
OLIG1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.271
Disease of anatomical entity	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.089
FST	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62047
FBXO44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30117
TEAD2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.7491
GSE191015_0_v_3_gsdmb_human	RummaGEO Gene Perturbation Signatures	1.0	null
PARP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56103
GSE215351,GSE215794_2_v_3_kdm8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Alzheimer's disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.027
GSE216147_0_v_3_rbm20_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FOXA2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.3298
TEX13B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.04603
BPHL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27657
GSE142210_2_v_8_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE142019,GSE142021_1_v_3_ythdf2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE126463_1_v_3_pomalidomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CHD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37094
DND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08264
GSE89018_1_v_8_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE155031_5_v_0_dextran_human	RummaGEO Drug Perturbation Signatures	1.0	null
TMEM63B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6275
Ebf4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	34.4764
SINHCAF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77418
GSE158715_2_v_4_cyp1b1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MTF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60048
ADAM10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08641
PAPOLB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84448
chr6_116371632_A_G_b38	GTEx eQTL 2025	1.0	2.23055
POU6F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64516
ERP44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23484
SGSM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59247
GSE146045_1_v_0_lama3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
496100488_TCx_no dementia_no TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.23097
GSE211128_4_v_6_angptl4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE152699,GSE152723_0_v_2_vemurafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE162892_4_v_0_isox_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC7529806-41467_2020_18638_MOESM7_ESM.xlsx-Supplementary_Data_4-Supplementary_Data_4_TG_of_EPAS1_EPAS1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE118077_1_v_8_sprr5_human	RummaGEO Gene Perturbation Signatures	1.0	null
NUDT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95203
GSE183251_4_v_6_cyp2c70_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TMEM101	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34565
GSE213228_1_v_5_irak2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE152699,GSE152723_0_v_1_vemurafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE195568_2_v_10_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE240027,GSE240030_5_v_4_atrx_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NADK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21889
GSE126621,GSE126920_1_v_4_dppa4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CLC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17059
IRF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.17794
SLC25A46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83538
EMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05884
ARHGAP11B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50784
ULBP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64885
STMN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08196
MXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.377
FOXD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	74.6942