association	dataset	threshold value	standardized value
DE-98-FC24_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.257559
GSE93674_1_v_0_ezh2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE174498,GSE174500_3_v_1_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE242290_1_v_10_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MMP19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43359
DA-27-BW40_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.302707
Perturb_6528_KO_Trp53/Nf1/Pten/Pot1a/Pot1b_SRP293265	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-2.35938
GSE173578_1_v_0_atf4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KLHL36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94564
GSE148252_5_v_4_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
OB-06-WW76_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.333228
PPARD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19772
SMARCAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66854
GSE242290_1_v_8_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
F12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67726
CCDC177	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11927
GSE248858_5_v_7_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
CF-65-GU65_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.421028
chr4_519448_A_G_b38	GTEx eQTL 2025	1.0	1.02182
GSE201217_4_v_1_usf2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CTCFL	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	55.9961
LRRC73	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12128
PMC12356745-12015_2025_10896_MOESM2_ESM.pdf-544-ENSG00000272602_ZNF595	Rummagene Transcription Factor Associations 2026	1.0	null
POU4F3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63321
TCFL5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.9656
ZNF417	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	58.7668
GSE215351,GSE215794_4_v_3_kdm8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TFAP2B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	269.826
ETV2::FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.7387
GSE77178_5_v_3_ccnd1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Perturb_18111_KO_Eed_SRP132909	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	3.54952
PBK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22751
EE-03-SG02_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.214693
HLCS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92098
GSE228181_0_v_5_idh1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BD-73-TX58_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.335708
OPA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53061
ZNF587B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46631
GSE215109_0_v_2_ep400_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MAZ	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	86.0868
GSE120370_0_v_6_thrombin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE214382,GSE214383_4_v_2_ascl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
KB-78-BE93_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.358898
GSE148066,GSE157787_11_v_7_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RBFOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79902
FF-86-NH56_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.20026
DA-27-BW40_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.340636
GSE182680,GSE182683_10_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE216273,GSE216292_14_v_7_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF74	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31935
GSE140200_1_v_0_trim59_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE126345_0_v_10_hcrt_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE228181_3_v_5_idh1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ARF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82131
GSE121824,GSE121826_0_v_3_scaf8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BC-82-PP66_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.276051
GSE188870,GSE188871_0_v_2_kat7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE216043_3_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SGSM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57488
TRIM54	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7385
EF-80-OD07_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.234871
TARBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77044
TFB2M	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82784
SRA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.12231
LAMC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21161
GSE131798,GSE131804_5_v_0_igf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ACSM2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81546
NSD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00634
IA-76-ZU47_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.333876
KLF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	172.126
MRPS36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37929
PRR13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66205
GSE219195_1_v_3_rbm12_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE184884_7_v_1_gps2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ELMO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51616
EXOSC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27937
NHLRC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20928
LRRC58	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94224
ARC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74575
GSE213153_1_v_0_ulixertinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE148252_5_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8387919-mmc2.xlsx-ST6_NEUROG3-KO_downreg-Unnamed_4_NEUROG3	Rummagene Transcription Factor Associations 2026	1.0	null
GSE223008_9_v_2_calhm6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PLCB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67041
DA-33-BM26_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.402881
KLF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	164.349
TFAP2C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	250.833
GSE229978_4_v_1_morphine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
CC-68-YZ44_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.269182
ACVR1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26718
PARP15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25395
GSE247084,GSE247087_0_v_1_cdyl_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE147662_0_v_1_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
KC-48-OO62_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.558284
CE-96-GH46_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.318607
PAQR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31784
GSE68156_3_v_4_dextran_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF610	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	217.064
SETMAR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49428
AC-35-CK01_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.304898
ZBTB6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.5824
BB-87-SF89_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.506186
SP9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	163.522
PRPSAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4474
DNTTIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70118
ARMCX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51071
GSE216043_3_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RALGDS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.29013
IVNS1ABP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80791
PMC8387919-mmc2.xlsx-ST6_NEUROG3-KO_downreg-Supplemental_Table_6_Genes_downregulated_in_NEUROG3-_-_hESC_line_differentiated_to_pancreatic_endocrine_progenitors_d13_NEUROG3	Rummagene Transcription Factor Associations 2026	1.0	null
AA-23-FM46_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.212041
GSE157960_2_v_1_progesterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE124410_3_v_0_stk40_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TFAP4::ETV1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.7067
DC-70-EK34_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.45262
FD-29-MM50_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.382624
TGIF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0519
GSE148252_7_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZBTB24	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	86.3696
GSE155567_1_v_0_cd33_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZGLP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02258
PDP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56251
GSE190947_2_v_0_xbp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
HES7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.9377
TMC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21365
GSE58724_3_v_4_oxymetholone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE248858_5_v_2_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE134412_0_v_1_siah2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE147662_2_v_4_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE123861_1_v_0_sin3a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MACROH2A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47862
KLF11	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	98.7844
GSE228181_4_v_5_idh1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Perturb_807_KO_Sik1_ERP013119	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	1.55868
CTCF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	308.902
SP5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	76.4719
GSE111102,GSE111105_3_v_5_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PTX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62561
MTR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23855
RPRD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93819
S0-EE-Y7IR_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.320375
SYNE4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83122
GSE130396_7_v_6_neratinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
COX7A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40733
HDAC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61598
ZYG11B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48016
ATP11B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56851
CCDC71L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76036
ADCY5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.21864
VEZF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	67.917
DIAPH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22831
HPS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15396
TMEM208	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65989
TRIM22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82309
GSE77178_1_v_3_ccnd1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
WC-09-GD62_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.309783
IC-05-AW29_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.258922
VPS37B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40876
NKX2-3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.1456
CD-97-ZV62_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.259513
AB-00-IL62_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.434069
TB-06-VB30_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.26099
BC-00-YH62_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.480727
PD-70-VS77_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.629286
GSE126345_4_v_5_hcrt_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Perturb_15998_KD_LUCAT1_SRP221619	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-3.07909
GSE124410_3_v_4_stk40_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE223008_5_v_3_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RNF146	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71855
Perturb_8560_KO_Kpna1_SRP124160	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	2.36759
AD-16-HL96_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.347663
GSE248858_6_v_2_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
SPRYD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43304
ZSCAN9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80728
ZBTB7B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.7918
SLC16A11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.31552
GSE240896,GSE240899_2_v_0_ccnt1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FE-56-PV35_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.227049
INMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27823
HES5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.4758
UBFD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79006
GSE157050,GSE157051_2_v_3_metformin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE248858_4_v_7_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
WBP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.47311
UBE3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27857
Perturb_14212_KO_Sp8/Sp8_SRP095936	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-20.0
GSE223008_7_v_3_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZC3H12D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61274
XRCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40648
BD-81-LB65_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.259735
ZBTB7C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.2667
CORO6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73135
TA-20-FO62_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.24712
GSE248858_6_v_7_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ZBED4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	251.158
PPP1R3F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8314
SMARCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66486
GSE174498,GSE174500_3_v_4_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
AB-30-CR11_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.401541
USP45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59588
GSE158834_12_v_6_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE94814_1_v_0_reck_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NAB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12169
GSE108326_1_v_0_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE224969,GSE224971_3_v_1_chtop_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FF-28-ES17_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.239241
CB-16-SY72_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.775755
EGR1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	181.57
GSE214514_1_v_7_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE218060_5_v_6_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
KLHDC8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55611
WC-09-GD62_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.219392
EE-03-SG02_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.341799
GSE182680,GSE182683_5_v_11_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ENC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31087
YA-92-YO01_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.370927
GNG11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45212
ZNF331	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	68.2307
EGR2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	141.435
GSE210580_0_v_11_rag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BA-04-IG64_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.291644
Perturb_573_KO_Plod1_SRP321648	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	5.64263
ANO6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98517
F11R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0751
Perturb_5569_KD_SIX2_SRP254559	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
FF-86-NH56_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.627848
GSE210682_0_v_3_methadone_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF669	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.615
ALKBH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58052
GSE70499_3_v_2_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BC-00-YH62_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.273225
GSE216273,GSE216292_14_v_1_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
NPIPA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76708
HINFP	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.8756
GSE148252_1_v_4_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
JB-23-ZE86_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.238836
UBA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3408
GSE102505_5_v_3_tunicamycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DA-35-DU85_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.348199
HES2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.2023
ZC3H7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4411
OGDH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35072
TUBA1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92201
ZNF75D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74617
SCN5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42733
GSE152699,GSE152723_3_v_1_vemurafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Perturb_12747_KO_Pten_SRP044242	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	2.092
GSE92457_7_v_8_ethanol_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Zfx	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	56.9835
GSE242290_3_v_10_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BAIAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.301
GSE248858_4_v_0_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Perturb_2155_OE_TINCR_SRP182819	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	9.32956
ZNF236	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29257
PUS7L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8546
GNRH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79704
Perturb_9500_KI_Trp53_SRP201382	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	6.9247
S0-EE-WJKI_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.387536
BDH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98812
GSE147366_3_v_5_med13_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE149075_6_v_11_foxa2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE119694_1_v_0_lifr_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PHF21B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20959
PNP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8152
GSE111102,GSE111105_3_v_7_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE111102,GSE111105_1_v_5_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NAT9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04823
CEP78	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74984
WASHC2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60736
Zfp335	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.5357
PAX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.0394
NKAPD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29678
Perturb_12610_KD|Mut_Ezh2|Jak2_SRP075921	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	1.64411
GSE95685_4_v_3_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
BD-61-OO16_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.312566
IE-38-FB31_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.219828
GSE216043_11_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
RREB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	228.727
GSE162892_3_v_1_isox_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FOXD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1166
GSE149075_6_v_0_foxa2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SD-82-GT69_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.227345
XPC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39745
UF-27-HS98_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.46938
MFHAS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46759
H3-3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00118
GSE144484_0_v_1_mllt6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZFP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91196
HB-06-WU12_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.342617
PD-70-VS77_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.351336
HC-74-HM63_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.320945
GSE112860_0_v_1_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GET3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76524
CDK8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56723
FADS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72995
CSNK2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22257
NFIB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	54.4495
ZNF460	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	286.432
GSE197686,GSE197688_2_v_0_arid1a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE145990_1_v_0_ibrutinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE213048_1_v_2_irf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NKX2-8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79801
FF-06-MO73_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.59142
STBD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78429
GSE223008_7_v_8_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
C1QTNF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35596
HBQ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09713
ZNF343	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92054
GSE144484_0_v_3_mllt6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
AA-23-FM46_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.51995
LF-94-HB11_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.597803
RARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41922
ZNF213	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	135.808
FBXW9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64366
KLF15	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	167.973
PLBD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6722
GSE147662_3_v_1_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE133763_0_v_1_chd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GB-73-QS80_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.250094
AA-58-FJ71_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.226252
AA-22-UI44_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.232646
SPOP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61849
PMC11811132-41598_2025_89334_MOESM5_ESM.xlsx-SOX4-toNode_SOX4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE134986_2_v_8_oma1_human	RummaGEO Gene Perturbation Signatures	1.0	null
MN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97218
KLF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	66.0004
B3GALNT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25098
GSE148252_1_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PLAGL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	104.757
AC-76-JB92_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.315618
GSE149096_4_v_3_ascl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Perturb_4425_KO_Eed_SRP172483	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	12.2689
HNRNPLL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21709
GSE216043_7_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE112860_0_v_4_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE174735_1_v_0_il22_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BGN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82234
GSE239578_5_v_7_cxadr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE184884_2_v_1_gps2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE242290_1_v_0_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE174418,GSE174421_2_v_3_mettl5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE130383_2_v_3_gps2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE223008_7_v_1_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE110440_2_v_0_rad21_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE169697,GSE169725_1_v_4_prrx1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FBXO44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30117
IC-05-AW29_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.295473
AB-18-YN11_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.263853
POTEI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90059
GSE226355,GSE226357_1_v_0_ybx1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE213988_0_v_1_rrm2_human	RummaGEO Gene Perturbation Signatures	1.0	null
AE-39-DG66_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.205464
FA-80-DR66_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.219536
Zfp961	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	30.1982
DF-84-RT50_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.31376
GSE130217_0_v_2_sesn2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
VD-76-SO91_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.200212
MYL12B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17776
SIM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40425
CAMSAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49378
GSE228181_2_v_1_idh1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZIC1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	76.4939
GSE241701_4_v_3_daxx_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE239541_11_v_7_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE128076_1_v_0_doxycycline_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE70499_3_v_6_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE147959,GSE147960_5_v_3_stat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZIC4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	145.19
GSE235596_0_v_1_pikfyve_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ARRB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57688
AD-16-HL96_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.386792
Ar	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.043
GLIS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	56.8186
GSE216043_10_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
E2F8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.9184
IC-28-HS37_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.222239
GSE153867_6_v_4_olaparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HC-38-KI38_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.207099
GSE216326_2_v_1_sulodexide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
TMEM248	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23288
GSE113221,GSE113968_4_v_1_prdm1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PAPLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44493
Perturb_8594_KO_Tsc1_SRP300523	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	1.7327
NDUFA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.40347
GSE164463_2_v_1_pax6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TFAP2A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	222.598
LOXL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6972
Zic2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	42.6199
CE-96-GH46_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.452677
BB-77-QQ71_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.355761
GSE147943_2_v_3_cited2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE200352_4_v_8_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE97278,GSE97280_2_v_3_nsd2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TMEM89	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94709
Foxn1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.2071
IFFO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65541
LRIG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84844
GUF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57822
GSE125211_0_v_1_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE143830_0_v_1_trex1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF692	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	59.3655
GA-59-RW04_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.772365
ZIC5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	157.22
MICA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75712
PKNOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56328
TMEM231	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42097
VWA5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81596
ZEB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05939
GSE234289_4_v_2_rfx6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE217115_2_v_5_alectinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE216043_3_v_2_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF148	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	215.221
GSE147210_3_v_4_kmt2d_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Zic1::Zic2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	61.5766
CRIPT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59414
GSE67266_7_v_4_etoposide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
FAM234B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13901
GSE68156_3_v_5_dextran_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
FF-34-KW62_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.237549
COQ7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96846
MED29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14503
ATG4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28079
GSE81803,GSE81912_0_v_5_fmr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE217115_2_v_4_alectinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
KB-78-BE93_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.567363
TCEAL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23092
GSE203308_15_v_3_brf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Perturb_8899_KD_IQGAP3_SRP359044	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	20.0
GSE129241_3_v_0_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TNIK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12203
QA-07-KC40_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.318563
PLAG1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	104.0
Perturb_8537_KO_Notch2_SRP152804	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-11.1565
EGR4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	151.795
GB-06-BA49_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.335595
GSE130396_7_v_6_braf_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE218060_2_v_0_decitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
C20orf96	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51809
NOMO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41362
DNPEP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38313
CHST2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65147
MAGEB17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42601
CASP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98359
GSE218060_2_v_4_decitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF565	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59642
GSE182680,GSE182683_0_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
TEP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40646
DNASE1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33262
GE-47-OO30_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.591061
GSE187006_3_v_2_valproic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
NKX2-8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.0856
SSH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31017
GTF3C2-35216376-H9-HUMAN-BONEMARROW-LYMPHOMA	ChEA Transcription Factor Targets 2022	1.0	null
TMEM14B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77881
LRRC75B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46845
NAP1L5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5976
BF-02-AC35_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.230605
GSE119498_0_v_7_setd5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
DCLRE1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80273
GSE149903_3_v_2_myd88_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE225901_0_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE158834_12_v_13_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE248858_6_v_0_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
AE-13-CX28_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.29113
FOXB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49058
DA-35-DU85_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.489783
OSR2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.3751
FLNB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40881
TMEM205	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.98597
GSE183251_1_v_3_cyp2c70_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Perturb_10187_KD_RUNX1|ETO_SRP035930	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-5.39849
UBL7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60063
GSE112860_0_v_7_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE137954_4_v_2_smyd3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SSBP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88456
GSE157960_2_v_3_progesterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PD-05-HV36_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.227985
VA-48-RJ44_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.430735
NHLH2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	112.573
CTNNBIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69543
GSE95685_2_v_3_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
BCCIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90296
PCSK7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31487
GSE179974_3_v_1_carboplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
FF-86-NH56_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.441556
EMP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87587
GSE248858_4_v_2_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF816	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.1766
Perturb_4554_KD_Mcrs1_SRP126769	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	2.54706
GSE97278,GSE97280_2_v_1_nsd2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE165682_4_v_5_ptbp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BC-54-ON71_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.290127
AE-14-NN26_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.466887
ZNF580	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.47541
DUSP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08819
ZNF343	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	99.7944
C1QL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.2152
FE-10-KQ78_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.425583
SLC12A7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82785
S0-EE-Y97N_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.239729
GSE169152_5_v_6_ibrutinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
NECTIN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15783
UFM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82697
GSE112860_3_v_6_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE42805,GSE42811_2_v_3_cocaine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PTPN14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36695
BC-00-YH62_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.22617
ERF::NHLH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	84.4445
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
Perturb_15608_KO_Dnmt1_SRP247926	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-2.87184
GSE158834_12_v_13_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE130383_2_v_0_gps2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SA-32-CC58_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.321485
AC-30-XU83_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.501274
GSE149075_6_v_4_foxa2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE171837_0_v_3_bortezomib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
chr4_517086_A_G_b38	GTEx eQTL 2025	1.0	3.3477
GSE226259_0_v_1_scd2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE79663_2_v_0_tcf4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE131161_1_v_0_rarres1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE157296,GSE157298_4_v_3_kbtbd4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE223008_5_v_1_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
AD-16-HL96_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.459012
EEF1G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-7.82121
OXTR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25502
MMADHC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86918
AE-85-LR48_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.241902
GLIS2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	83.9827
NFYB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86468
GSE169152_5_v_4_ibrutinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE217156_2_v_3_trpc1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GE-53-SM76_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.396471
RBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11139
CNOT10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.585
ASF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24605
BE-79-QU25_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.235517
TADA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69777
GSE145476_2_v_3_hopx_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63992
TMEM221	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31419
GSE119498_0_v_10_setd5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TNRC6C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42013
GSE195582_0_v_1_pim1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BE-27-RQ61_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.493749
GSE100528_1_v_0_mettl3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
AB-09-EA37_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.346306
GSE139120_1_v_0_urod_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
OVCA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.66836
GSE248935_1_v_0_cd14_human	RummaGEO Gene Perturbation Signatures	1.0	null
AK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48473
GSE242290_3_v_0_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GB-57-XV52_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.252172
KRBOX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61593
Perturb_13977_KO_H3f3a/H3f3b_ERP109384	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-15.8498
Nkx2-1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.3801
ANAPC7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07755
GSE149075_6_v_5_foxa2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE112714_2_v_0_ctnnb1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE111061_1_v_0_tofacitinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
LE-40-JW92_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.360551
GSE238005_0_v_3_c9orf72_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FB-33-LI31_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.220036
BE-27-RQ61_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.216403
AC-30-XU83_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.211928
TBRG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5025
AB-71-CI37_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.243363
ABTB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98082
HD-29-LW24_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.395404
IL11RA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52129
GSE139911_0_v_4_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZBTB14	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	53.7484
HC-74-HM63_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.228805
GSE220520_5_v_7_ethanol_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
UBE2E3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80705
ESR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65575
ARPC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60528
FE-82-WB22_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.274101
Rhox11	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.457
GSE119498_0_v_5_setd5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CB-16-SY72_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.322063
FAAP24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90451
FA-63-WI26_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.251247
CDC42SE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61871
Perturb_558_OE_Nras_SRP158432	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-3.85086
LMNB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25907
KLF16	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	191.25
METTL9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.162
GSE217115_2_v_0_alectinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PRKACG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56549
GSE128054_1_v_0_myt1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PD-70-VS77_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.249368
NENF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83874
Wt1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	67.3522
CTCFL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7947
YD-49-HM53_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.220097
Perturb_1413_KO_Ift140_SRP324829	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	12.0965
KDM8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19603
SLC35B4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3541
PLAU	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80031
CASC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92679
YA-78-MS95_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.346219
ETV5::FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.1721
CABLES1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9927
GSE179974_3_v_4_carboplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
RAB5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92439
GSE133763_0_v_2_chd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF740	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	184.172
GSE223008_11_v_12_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC12356745-12015_2025_10896_MOESM2_ESM.pdf-95-ZNF595_ZNF595	Rummagene Transcription Factor Associations 2026	1.0	null
GSE182680,GSE182683_5_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RCOR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73592
WC-16-IR43_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.28155
IC-05-AW29_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.218999
ASCL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03841
GLG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81605
GSE68156_0_v_1_dextran_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GB-57-XV52_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.52348
GSE199078_1_v_0_lmna_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE160373_5_v_3_pparg_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE95685_6_v_3_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
VWCE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84492
RHOD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78096
GSE199092_3_v_0_ddx5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE245270_2_v_0_isoproterenol_human	RummaGEO Drug Perturbation Signatures	1.0	null
Tfcp2l1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	50.1311
ZNF688	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87239
SPATA33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65692
TPST2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56041
BD-11-DV28_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.589692
TFAP2E	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	103.532
Nrf1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	113.69
PMC8444148-NIHMS1529754-supplement-1529754_Tab_S2.xlsx-upregulated_in_ATF4OE_txt-RNA-seq_of_C3_ATF4_OE_and_C3_neurons_ATF4	Rummagene Transcription Factor Associations 2026	1.0	null
Perturb_2089_OE_hTR_SRP179030	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
GLIS3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	52.6488
Zic3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	49.2552
GSE128076_1_v_3_doxycycline_human	RummaGEO Drug Perturbation Signatures	-1.0	null
WASHC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93155
GSE232218_1_v_0_valproic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
FB-66-UU47_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.584496
SMIM10L2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78086
GSE145476_2_v_0_hopx_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
AB-64-ZX70_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.247632
GSE179974_3_v_5_carboplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE129287_0_v_1_cd200_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE169152_3_v_2_ibrutinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE139239_2_v_6_ddr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DCBLD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02665
MT-CO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65857
GSE124410_2_v_4_stk40_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ARID4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.80302
SOX17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63008
ZNF730	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0564
R3HCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27833
GSE112860_0_v_2_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
EF-80-OD07_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.360476
PDE12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98161
CADM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79059
PITPNM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06417
SP8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	79.2046
BLTP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40252
GSE87412,GSE92423_3_v_4_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
USP21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30845
GSE131161_1_v_4_rarres1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CA-48-SW47_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.448147
MBD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.37547
QE-79-XO29_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.22018
HB-06-WU12_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.319405
BAG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05322
TD-29-IN36_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.497728
HSDL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56883
GSE168807_0_v_7_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KLF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	146.609
SP3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	142.083
SMARCB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65296
MGAT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95382
GSE124410_6_v_4_stk40_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NECAB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5742
FLT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12507
GSE142684_0_v_6_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
AD-51-SS86_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.396989
AKR1A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28876
PMC7439574-13148_2020_914_MOESM2_ESM.xlsx-log2_fold_change_-2-1280_genes_are_more_than_four-fold_downregulated_in_PRDM8-_-_compared_to_control_PRDM8	Rummagene Transcription Factor Associations 2026	1.0	null
AFF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46554
NIBAN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03398
GSE239578_1_v_7_cxadr_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
STK31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2712
NPB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81711
GSE261563_0_v_1_atrx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE239373_0_v_1_mettl3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TRMT61A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79567
NB-12-ZK38_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.395705
GSE165682_2_v_5_ptbp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF550	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28461
PKD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31307
GSE126345_9_v_10_hcrt_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE216352,GSE216354_1_v_0_keap1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE158100,GSE158101_1_v_0_runx1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TFCP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.10801
ZNF454	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	254.955
GSE231648_4_v_3_lsm14b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
AB-71-CI37_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.202209
PGM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00267
THAP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73337
GSE92457_9_v_10_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE77178_6_v_3_ccnd1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MTHFD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24669
ZNF549	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	56.2954
APBB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75134
QE-79-XO29_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.236209
ORAI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14238
ZNF93	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	195.116
ZNF445	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15565
GSE72491_0_v_1_pcbp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE223008_5_v_12_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF524	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.7489
STRAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3869
GSE167886_2_v_0_chd7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ELK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81101
LC-12-VN85_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.600057
CB-31-UO16_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.589261
GSE203308_14_v_3_brf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE180185_4_v_1_setbp1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
DE-62-FI29_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.263584
GSE232836_2_v_6_morphine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE153836_14_v_1_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
XRCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12926
Perturb_2028_KO_Dnmt3a_SRP045223	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-11.9876
GSE149075_6_v_9_foxa2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ED-05-LQ40_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.207956
GSE214382,GSE214383_1_v_2_ascl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZSCAN31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30356
CF-61-EH59_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.233908
GSE147662_2_v_5_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GABARAPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93431
ZXDC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3455
SUPT6H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68747
DA-66-OE69_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.300511
GSE216043_3_v_6_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
YY2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.9842
DA-35-DU85_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.31077
ERF::FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.3024
C5orf34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39426
EE-02-BO83_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.233889
IGSF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42617
Perturb_16106_KO_Bap1_SRP360900	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	20.0
BB-87-SF89_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.230886
FF-28-ES17_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.455032
IQGAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88009
Perturb_3487_KO_Kctd13_ERP112326	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	1.94687
FBXO33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06775
GSE124410_6_v_0_stk40_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE149124,GSE149128_3_v_0_cdk7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SHOX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02157
Perturb_2027_KO_Dnmt3a_SRP045223	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-5.49023
GC-04-UF36_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.638043
GSE169697,GSE169725_0_v_5_prrx1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
DF-00-BU08_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.445051
ARL8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3537
BC-54-ON71_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.517223
PMC12670081-mct-24-0704_supplementary_table_s10_suppst10.xlsx-Supplementary_Table_S10-Supplementary_Table_S10_Differential_expression_of_TFCP2-rearranged_RMS_Vs_Other_RMS_FC_3_padj_0_01_TFCP2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE221633_3_v_1_trim24_human	RummaGEO Gene Perturbation Signatures	-1.0	null
IER5L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73072
SFRP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42675
GSE70499_4_v_6_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE174498,GSE174500_3_v_8_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
EA-18-FP00_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.584172
S100A14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95286
TENT4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06558
KLF17	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	56.7108
FAM193A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1702
AD-99-SN88_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.318797
GSE216147_0_v_3_rbm20_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE146894_3_v_8_hira_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FB-66-UU47_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.227062
STX12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71861
GSE70499_5_v_2_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RNF38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90731
SE-15-AV21_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.320228
GA-88-CF36_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.211223
BRD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81121
H2AC16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41174
GSE175787_5_v_0_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE70499_4_v_2_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE223008_4_v_12_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF135	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	68.8787
AKR7A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90455
SMO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98382
chr4_519039_T_C_b38	GTEx eQTL 2025	1.0	4.42806
ZNF630	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67049
GSE179974_3_v_2_carboplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
CC-17-JL38_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.589174
GSE133764_2_v_0_chd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GABARAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61522
AC-74-ZA35_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.565016
GSE157960_0_v_1_progesterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE224096_3_v_0_cocaine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE112860_0_v_8_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE60837_0_v_3_bcl9_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
AE-13-CX28_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.294981
ABCF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02961
CE-23-HP88_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.233551
KLF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	129.144
GSE235550_1_v_0_hspa9_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF500	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88737
GSE140997_4_v_1_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BB-87-SF89_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.214379
CES3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37544
ED-71-GA72_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.208208
GSE248858_5_v_0_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Perturb_16866_Mut|KO_Htt_SRP255943	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-1.54797
GSE92457_9_v_12_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ABRAXAS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65552
GSE133087_5_v_0_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
EA-39-YN88_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.599505
GSE214382,GSE214383_6_v_2_ascl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
HES4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66291
ZBTB6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33342
GSE200099_3_v_1_honokiol_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE167886_2_v_1_chd7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE190947_1_v_0_xbp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
S0-EE-YEKU_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.20808
NBEAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3675
C2CD4D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32719
GSE210580_0_v_1_rag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
REST	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	53.3248
FF-28-ES17_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.601175
LRIG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81322
YA-85-VH07_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.49626
Perturb_1733_OE_Wwtr1_SRP280028	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	10.8923
GSE229671,GSE229673_3_v_1_yrdc_human	RummaGEO Gene Perturbation Signatures	1.0	null
Perturb_16849_KO_Hnrnph1_SRP068520	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	16.0425
BB-79-AG41_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.206908
GSE225901_2_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE223008_0_v_1_calhm6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SNAPC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55154
Perturb_14443_KO_Mtor_SRP106322	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	1.0	8.48396
Perturb_11901_KO_Irf8_SRP265303	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-20.0
EGR3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	187.609
GSE150665,GSE150667_4_v_5_mysm1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FBXO48	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55953
GSE218580_1_v_5_fentanyl_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE168807_0_v_8_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70707
GSE226408_1_v_0_inpp4b_human	RummaGEO Gene Perturbation Signatures	1.0	null
HSF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27201
SGF29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3686
TSC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02604
DC-22-OP01_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.200977
FC-20-EQ58_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.436461
SWSAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87919
CC-61-HH09_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.340704
DD-65-SA37_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.740545
GSE70499_5_v_6_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BB-62-SZ35_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.216074
FAM110D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96818
GSE149903_4_v_2_myd88_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MEIS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70747
GPBP1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74624
WC-16-IR43_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.259781