association	dataset	threshold value	standardized value
CXCL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02591
WDR26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60081
TAF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29306
MT-ATP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44885
GSE119978,GSE180930_2_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
SBNO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3852
PHF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.03024
ZNF417	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.6016
PSMB7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73262
RARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44321
ZFAND3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.07645
CCNA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15482
RTEL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55906
ASMTL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42797
TCF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.5602
KLF11	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	113.014
RRP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39063
SRA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67076
GSE223893_4_v_9_setd2_human	RummaGEO Gene Perturbation Signatures	1.0	null
A1CF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02958
NHLH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	64.3259
SLC7A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07644
PMC10742386-pnas.2311372120.sd05.xlsx-GCM1_ST-Gene_Symbol_GCM1	Rummagene Transcription Factor Associations 2026	1.0	null
SELENON	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29872
MYNN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.01566
GLI3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.2261
PI4KA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26115
MYOG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	58.9065
REST	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	127.189
GSE149621_3_v_1_olaparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Oocyte meiosis	KEGG Pathways 2026	1.0	null
GTPBP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04537
ALDH4A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35345
PHF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14093
GSE143692_0_v_1_trim8_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE158320,GSE183351_2_v_1_lin28b_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF853	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4273
SUOX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67076
HEATR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21724
GSE160817_4_v_1_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Progesterone-mediated oocyte maturation	KEGG Pathways 2026	1.0	null
EED	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.41254
GSE140997_4_v_1_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BIRC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08755
GSE240386,GSE242143_1_v_5_morc2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
KLF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	114.441
ZNF518A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02842
PPTC7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48881
MYC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55635
NFKB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.4324
TCFL5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.4649
GSE119978,GSE180930_0_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF189	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.3706
E2F7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57186
ZNF343	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	72.5312
GSE81796_0_v_2_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE154577_6_v_5_plagl1_human	RummaGEO Gene Perturbation Signatures	1.0	null
OFD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27338
E2F3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59698
PSMA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1513
GSE182680,GSE182683_5_v_4_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
DOK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.22319
ANLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58428
RPL36A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09997
ZNF684	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12641
GDI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.43408
MMP24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2188
EOGT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28768
TCF12	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.4919
EEF1G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-7.82121
GSE168602,GSE168604_2_v_6_selumetinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE119978,GSE180930_6_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
RAD51D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34341
PGRMC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30594
ATP8B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09872
EGR1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	104.377
WRAP53	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67093
ZNF549	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	57.5589
KLC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.61848
SMAD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11458
CERS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.06867
TRIB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.07693
FBXL18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76305
COG7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53438
GRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.95262
ACTL6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03895
ZNF524	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.5991
MBD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23538
DZIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.40201
NELFCD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47254
CEP104	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2344
TBRG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5025
TAF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08334
KYAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.74471
GSE138863_2_v_0_disulfiram_human	RummaGEO Drug Perturbation Signatures	1.0	null
GCM1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.0984
GSE182680,GSE182683_10_v_4_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
NHEJ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5328
ABCB7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02265
KLF15	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	130.428
TMED5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.06211
496100341_TCx_no dementia_no TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.102
REP15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32765
EDARADD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.95107
RAB38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.75005
AURKA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28113
DUSP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.68167
PMC12616242-can-24-3452_supplementary_table_s2_suppst2.xlsx-Down_bins-Down_bins_loosing_H3K27me3_in_hpMSC-EWSR1_FLI1_FLI1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE227592_10_v_1_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF135	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	75.6087
LMBR1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.1457
TMEM185B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37605
PF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86345
CHCHD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97439
ANKRD13C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.58829
GSE154350_1_v_0_ascl2_human	RummaGEO Gene Perturbation Signatures	1.0	null
VWA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15069
PSMD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57071
GLIS2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	141.268
NUTM2G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3599
MAP3K21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40564
RBM23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35018
APOC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27152
NOL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	5.9248
REV3L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21975
RELB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.9185
ZBTB7C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.3024
USE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66545
EXOSC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27937
EGR4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	83.7597
ZBTB11	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.3996
PMC12586484-41598_2025_22484_MOESM2_ESM.xlsx-Supplementary_Table_1-Supplementary_Table_1_DEGs_in_ATOH8-depleted_EVT_ATOH8	Rummagene Transcription Factor Associations 2026	1.0	null
ALS2CL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39701
YBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59888
HSD3B7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.10007
GSE171401_1_v_0_adnp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PPP1R12A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.69088
SAP18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.54549
GSE160817_4_v_6_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GNPDA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03879
ZNF610	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	161.232
FLII	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00119
ZNF707	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	62.7787
CWC25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14796
PLEKHF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49651
TCF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.2272
NFIB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.1692
ZNF740	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	348.091
GSE102870_3_v_0_nr1h4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PRAME	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0676
RCL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70057
FARSA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37292
POLR2D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74357
PLAGL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	70.6283
ZNF682	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	64.2089
PMPCB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49946
FAM98B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13357
RNASE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09597
FERD3L	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	59.1861
LIPG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.47235
KLF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	180.73
CTCFL	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	55.2259
PLAGL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32167
kinase binding	GO Molecular Function Annotations 2025	1.0	null
EFR3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04522
KLF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	61.5354
PMC9288051-13046_2022_2428_MOESM12_ESM.xlsx-HL-60-genes_bound_by_LYL1_at_its_promoter_regions_in_AML_cell_line_HL-60_LYL1	Rummagene Transcription Factor Associations 2026	1.0	null
FLAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16014
LRPAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.69407
protein kinase binding	GO Molecular Function Annotations 2025	1.0	null
MACROH2A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.55974
GSE171179,GSE171181_0_v_1_e7107_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ATP5F1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03247
GSE178267_2_v_0_vemurafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZBED4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	214.073
CDIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.89769
KLF16	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	174.883
METAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.38401
BEND6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.04954
CRYZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.20985
CRIPT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59414
BARD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72461
ZNF684	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	60.0183
NSD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00634
F3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10559
PPARG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68808
KIF2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39533
GGPS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27174
GSE203329_0_v_3_mettl5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TIPIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45584
GSE116492,GSE116495_3_v_2_stag2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE131649_6_v_8_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GLMN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36874
TXNL4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15446
MNDA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17381
C14orf28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0061
GSE119978,GSE180930_6_v_8_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
SPRTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02745
MAZ	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	86.3732
GSE119345_0_v_3_bexarotene_human	RummaGEO Drug Perturbation Signatures	1.0	null
SALL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70394
PCSK9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52723
GSE147876,GSE147877_2_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
PPAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06835
EBF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46144
PMC9288051-13046_2022_2428_MOESM12_ESM.xlsx-NB4-genes_bound_by_LYL1_at_its_promoter_regions_in_AML_cell_line_NB4_LYL1	Rummagene Transcription Factor Associations 2026	1.0	null
ARHGEF15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27085
NHLH2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	141.615
SLC52A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.15578
EGR3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	75.8964
GSE119978,GSE180930_3_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
INO80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16876
EGR2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	85.1858
NLGN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.43091
ZIC1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	93.5577
VEZF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	126.527
ZBTB14	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	54.6022
RIPOR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01262
DUSP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57228
GSE201657_0_v_1_ash2l_human	RummaGEO Gene Perturbation Signatures	1.0	null
IRF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.1051
MDFI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22378
SLITRK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08632
FGD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32226
RREB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	197.182
TXNL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.24028
CNOT11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31511
FOXP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17456
UPF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29887
RPL15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39062
ERF::NHLH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.5809
TFAP2A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	181.062
TGFB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89532
SIPA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17465
496100472_PCx_possible Alzheimer's disease_TBI_100+_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.12824
AKAP17A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16059
ZBTB7B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.0967
ZNF93	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	225.869
ZNF652	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48086
ASPHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46939
CAMK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00268
OSTM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31519
SP5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	91.407
RPL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01366
GLIS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.9367
TUBB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00301
CDC45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51677
TRAF3IP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29046
KLF17	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	98.0068
ZNF460	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	141.805
TFAP2E	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	58.8583
WDHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74242
ZNF454	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	167.921
ACAT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36519
PLPP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08154
ZIC5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	132.452
MRPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40652
CCDC86	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22626
POU3F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32838
EIF4A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16698
SERPINE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.228
SPPL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21376
RUFY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87181
H4C9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20304
TFR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64463
PMC9387164-Table_2.XLSX-Sheet1-CLOCK_CLOCK	Rummagene Transcription Factor Associations 2026	1.0	null
UPF3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85295
RBL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30436
C2CD4D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32719
GSE160817_0_v_8_slamf6_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9288051-13046_2022_2428_MOESM12_ESM.xlsx-common-common_genes_bound_by_LYL1_at_its_promoter_regions_in_AML_cell_line_NB4_HL-60_and_Kasumi-1_LYL1	Rummagene Transcription Factor Associations 2026	1.0	null
DCTN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60389
496100454_FWM_no dementia_TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.08288
GSE196505,GSE196507_1_v_2_kdm2b_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FOXI3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.71839
GLIS3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.4499
496100346_FWM_no dementia_TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.25607
ZNF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.54858
GSE174498,GSE174500_5_v_8_asparaginase_human	RummaGEO Drug Perturbation Signatures	1.0	null
PRRC2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.07993
ASCL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	69.7646
496100418_TCx_no dementia_TBI_85_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.02873
SP8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	107.054
SARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84337
TRAPPC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6258
CHGB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34995
CTDP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15524
GSE196343_1_v_0_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SKA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47899
ECH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18636
CDK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97479
RFXAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44514
ZIC4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	115.823
HIKESHI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62457
C2CD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30084
H2BC15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62729
GOSR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05725
ZBTB10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.02947
EMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29551
CUL4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66168
SP9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	123.331
PMC10335698-pone.0285806.s007.xlsx-DMKN-shRNA_KD_Vs_ShSrc-Unnamed_5_AR	Rummagene Transcription Factor Associations 2026	1.0	null
NFKB2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	66.4725
SP3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	114.731
OSR2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.0536
GSE103068_5_v_7_volasertib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ELK4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.4065
TMEM151A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.93991
TRIM22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.60701
CCAR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66246
MBTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93107
POLA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19987
UBXN2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54147
RINT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01928
CDC14C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63896
ZDHHC19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00826
KLF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	140.714
SLX1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8874
TFAP4::FLI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	60.5408
MGAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06662
SGO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32608
KLF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	114.151
GSE225735_0_v_4_aldosterone_human	RummaGEO Drug Perturbation Signatures	1.0	null
NUAK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07938
BRME1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48868
PMC10742386-pnas.2311372120.sd05.xlsx-DLX3_ST-Gene_Symbol_DLX3	Rummagene Transcription Factor Associations 2026	1.0	null
SON	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03847
NSUN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49519
KLHL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.21748
SDHA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12978
RPS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17514
ATF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.1587
WDR36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8381
CPSF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25078
MAGEB17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42601
NR2F6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06772
MED16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78791
ABHD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35023
ZNF213	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	106.54
PMC9288051-13046_2022_2428_MOESM12_ESM.xlsx-Kasumi-1-genes_bound_by_LYL1_at_its_promoter_regions_in_AML_cell_line_Kasumi-1_LYL1	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF568	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60321
NASP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52009
SMARCE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40208
ZNF605	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53154
PHF20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.51327
KIF5C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01135
MAX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25607
METTL18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17091
PRPF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19455
OXA1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32198
496100426_PCx_no dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.56134
RAB11FIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.08574
PMEPA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17394
ZNF148	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	217.67
SCAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14322
CCDC12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4727