association	dataset	threshold value	standardized value
GSE242367_1_v_0_sorafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FOXD4L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47183
DUSP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79176
GOLM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63961
SLC39A13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.40268
FEM1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62015
SPRED3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31735
ARNT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11138
GSE48812_8_v_1_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
POU3F3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45436
DUSP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4391
CERCAM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31329
RTN4RL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36192
CMBL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41909
RREB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6995
HMOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95412
YTHDF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77265
ENC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.31087
GSE115395_2_v_3_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MITD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84647
PDZD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76407
NUP50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85684
MEIOSIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97133
CTTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33109
CCKBR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48358
SHROOM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.35949
GSE101546_3_v_4_setdb1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
OSBPL10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33498
ZNF823	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69841
HMOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4093
RNF227	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92939
GSE196117_1_v_7_clarithromycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PRPS1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39904
GSE193751_1_v_3_oridonin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZBTB10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02947
GSE144443_0_v_6_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
TRIB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92384
LYPLA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60981
PDHA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41955
SPEN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96379
IRGQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5634
C3orf18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45239
CDK5RAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88943
H4C9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23481
AZI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3671
GSE130396_1_v_6_neratinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MRS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62029
FAM167B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50122
ZIK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.26386
MDFI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01168
BABAM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96271
RPS25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3174
GSE88819_1_v_8_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RESF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38224
RIT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64541
CWC15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61678
FSTL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08894
LAMC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.59931
TNFAIP8L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77234
EYA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79468
CYP2A13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7242
PMC12619835-41467_2025_66007_MOESM12_ESM.xlsx-KLF5_activated_H3K27ac_T3M4-Nearest_Gene_Name_KLF5	Rummagene Transcription Factor Associations 2026	1.0	null
NHLRC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3088
EDNRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1381
XXYLT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61614
CCDC120	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76423
GSE247764_5_v_2_nell2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KCND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49919
SPATA24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52464
ABITRAM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36638
GSE182680,GSE182683_7_v_8_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
DUSP26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56904
RYR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47486
PHC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51546
NBPF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75641
TMEM248	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23288
MYPOP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69663
GSE205729,GSE205731_2_v_1_tazemetostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
YIF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98854
PAX9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.17143
NTPCR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12607
GSE211126_3_v_4_hapln1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
OTUD7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8295
ESD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8107
IBTK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38927
GSE186460_3_v_6_baricitinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ST6GAL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79533
PBXIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02043
SNX27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39361
TMEM259	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49761
PMC10245467-mmc3.pdf-259-ZNF701_ZNF701	Rummagene Transcription Factor Associations 2026	1.0	null
H2AB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14457
INSR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39571
UBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25092
SERTAD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74484
GSE191105_2_v_4_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE80098,GSE80366_0_v_8_progesterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC12619835-41467_2025_66007_MOESM13_ESM.xlsx-Sheet1-T3M4_KLF5_activated_H3K27ac_KLF5	Rummagene Transcription Factor Associations 2026	1.0	null
CDK9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69933
CDYL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05073
DLGAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43227
GSE182680,GSE182683_0_v_2_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FKBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61789
UBLCP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69685
RBM15B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19399
GSE196117_1_v_11_clarithromycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE135514_2_v_9_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
QDPR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49538
CDK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07411
PTP4A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81906
NFKBIA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28047
ZXDA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34383
SLC25A52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9781
ECHDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1269
LCORL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23731
KIF4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27838
SMIM10L2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83186
UNC5CL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55219
GSE138938_1_v_2_foxp2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ACAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93467
WDFY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65677
NDOR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70715
HENMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39744
ZUP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56553
GSE226770_1_v_0_atrx_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE200839,GSE233826_2_v_4_tnrc18_human	RummaGEO Gene Perturbation Signatures	1.0	null
TECR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03646
CTSL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23393
GSE182680,GSE182683_0_v_9_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PNPLA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01115
MAST1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4084
GSE182179_5_v_3_kdsr_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF724	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88536
GSE160817_0_v_6_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
HES4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66291
GSE210655_3_v_7_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GFM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94978
HSFX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22766
ANXA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08489
RLIM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98686
KIAA0319L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87175
ETS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86489
EFNA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2899
GSE182680,GSE182683_0_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SLC52A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49491
GSE88819_6_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NPEPPS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85424
APIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73086
GSE201042_2_v_4_ptpmt1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TEK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12688
GSE174701_1_v_0_maml3_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE48812_7_v_5_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF214	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00474
PHF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96607
H3C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69885
FBXO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.05045
CTDSP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88443
COPG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69726
MIB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6094
GSE151612_4_v_3_pracinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
SLC5A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68375
FAM47E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55024
HNRNPAB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.35582
ZNF493	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25557
GSE154253_1_v_0_tnfaip8_human	RummaGEO Gene Perturbation Signatures	1.0	null
BECN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10751
GGA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13346
PRDX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6878
USP24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02449
GSE248770_0_v_1_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
LARGE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92441
ACAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74478
KCTD19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10601
CREBBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30069
GSE210655_3_v_4_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE186647,GSE217287_1_v_3_hnrnpc_human	RummaGEO Gene Perturbation Signatures	1.0	null
RASAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4037
YJEFN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32478
KDELR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21423
CNMD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02791
GSE205163,GSE205164_5_v_7_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
STK24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53897
GSE125014_6_v_3_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158632_2_v_0_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	1.0	null
CEBPB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80217
PAX8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54122
MT-ND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76766
RHOA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14024
HOXC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5436
POU1F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74068
ZNF280D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13373
RSRP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07967
RPL39L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75658
FLT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12507
GSE149901_2_v_0_anlotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
DACT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15857
SGO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32608
ZNF280A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5061
GSE196117_6_v_11_clarithromycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
AGPS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52159
GSE193900,GSE193905_1_v_0_pura_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CSAD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4127
TTC19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.50221
PLA2G4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23469
DNAJC18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12683
GSE174701_5_v_8_maml3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SLC1A5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9803
HDAC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1341
QTRT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87103
ZNF850	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75507
NCAPH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33995
GSE152432_6_v_4_zrsr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95262
PRDM11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94743
KRTCAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3673
PRDM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05036
CCNB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93669
GDPD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6012
GSE183994_1_v_0_scml2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE214685_0_v_1_nsun2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
LIG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68769
ABCA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42927
COBL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7293
VPS45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99373
C1orf52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51266
USP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73945
NMB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95767
GALR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00574
GSE163240_2_v_0_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ATRIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58331
chr13_113973779_C_T_b38	GTEx eQTL 2025	1.0	2.72358
BOD1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65882
RAB24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57163
GSE216273,GSE216292_0_v_7_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41018
KIF22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33122
EIF4EBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84473
SLC35A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23597
GSE210655_3_v_2_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
LPCAT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6228
GSE151612_0_v_8_pracinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
LIPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85294
ZNF230	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94657
PLOD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53387
ACSS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80978
GSE152441,GSE152442_6_v_4_folic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PRKACA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33848
NUP188	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68355
RTN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07289
ASPM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53386
ACOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26849
GSE130396_0_v_2_neratinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE171352_2_v_3_glucagon_human	RummaGEO Drug Perturbation Signatures	1.0	null
PTPN21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05964
PMC11447041-41598_2024_74391_MOESM2_ESM.xlsx-D_ATF4-def_vs_HCT116_Tg2-Unnamed_1_ATF4	Rummagene Transcription Factor Associations 2026	1.0	null
OGFRL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61361
CADM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75142
USP22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64339
GSE246195,GSE246305_1_v_0_sin3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RAD18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.99636
IRF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40249
NAA80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68067
S100A10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37387
GSE224969,GSE224971_3_v_7_chtop_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE110248_1_v_6_romidepsin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE182680,GSE182683_0_v_8_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
UST	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8632
P2RX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7402
GJB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04732
SIK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02479
GSE48812_4_v_5_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
FASTKD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60978
C12orf57	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66389
GSE227698_2_v_4_g0s2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE153064,GSE153065_1_v_0_hdac3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SNCG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33172
GSE151612_4_v_11_pracinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
FAM210B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97157
MB21D2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65918
GSE119603_1_v_0_oxaliplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC12619835-41467_2025_66007_MOESM13_ESM.xlsx-Sheet1-AsPC1_KLF5_activated_H3K27ac_KLF5	Rummagene Transcription Factor Associations 2026	1.0	null
VAMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07787
GSE195568_1_v_0_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ARL2BP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67186
HADH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36372
WIPF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54211
HOXA6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83823
ZNF860	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55332
CFAP68	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57331
ZNF174	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53564
PPP1R3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96708
SCRN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88138
RNASE7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59858
RAB39B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86868
HNF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99249
SEC61A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63642
GSE172295_4_v_2_sh3gl1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
platelet-type bleeding disorder 10	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.125
Chordoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.502
LHX9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04555
APPBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13722
SEL1L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11768
ZFAND5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60405
CLEC2D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81824
GSE191105_2_v_3_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE135514_8_v_9_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
WWTR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19063
ALG12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.80268
TPSD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15142
NFATC2IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62147
RAB5C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18609
PMC12619835-41467_2025_66007_MOESM12_ESM.xlsx-KLF5_activated_H3K27ac_AsPC1-Nearest_Gene_Name_KLF5	Rummagene Transcription Factor Associations 2026	1.0	null
GSE88819_5_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SPN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26462
GSE172494_3_v_1_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GPR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64885
RUFY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23508
ARHGAP33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54712
GSE240896,GSE240899_5_v_4_ccnt1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE174498,GSE174500_3_v_1_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MT-ND2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20324
REV1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68429
ARSA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4173
EDARADD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95107
USP44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92254
CHFR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35015
SEC24C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15747
GFUS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30239
TDRKH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97979
GSE193993_1_v_3_sstr2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CEP135	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8198
GNG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76613
GSE133661_0_v_1_c19orf12_human	RummaGEO Gene Perturbation Signatures	1.0	null
USP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54086
GSE221327_5_v_9_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PDK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4033
GMEB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12045
CDH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.755
MOCS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66678
KPTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56879
ENSG00000284691	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37989
GSE147876,GSE147877_4_v_11_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DIS3L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.21126
GSE80098,GSE80366_0_v_4_progesterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
POLD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35854
RETSAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97062
Childhood medulloblastoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.061
CAB39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76903
EXO5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.79295
TCEAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80531
ZC3H12B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1726
USP6NL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31602
TSSK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98452
CIRBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.18925
RNASEH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95822
GYPC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32851
NSUN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60705
ZNF141	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11876
PRAG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.11753
AS3MT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76768
EIF1AY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31995
HLA-DRB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62541
Notochordal cancer	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.501
TTLL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10914
GSE198434_1_v_0_aspirin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE88819_7_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
UBE2V2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34589
GNG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20211
SLITRK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9333
MT-ATP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31003
TMCO6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55615
SH3PXD2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2961
CX3CL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00015
GSE168797_1_v_0_cannabidiol_human	RummaGEO Drug Perturbation Signatures	1.0	null
BRME1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57963
ABCB10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71724
NAAA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45583
CBLL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55711
NCKIPSD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64626
POGLUT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.80085
GAA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2612
DDX60	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98238
MOCS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43707
CREB3L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8039
SOS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5664
IRF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41346
HLCS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92098
SLC16A13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15572
DCAF17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51062
PAFAH1B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79393
PACS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.06337
GSE143944_1_v_0_ribociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SNTA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99942
NODAL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71059
HELQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14634
GSE111247_2_v_7_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
CDH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53441
TAPBPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50104
TRIL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92216
RPS6KB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62361
LRP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41948
GSE147876,GSE147877_4_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE168401_2_v_0_harmine_human	RummaGEO Drug Perturbation Signatures	1.0	null
NPB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81711
GSE213442_1_v_0_kpna2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KLHL24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40915
AKTIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22066
IKBIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96488
PTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87933
DDAH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34827
TIMM29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48042
COX10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85333
ANKRD27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80227
CAPG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.04598
Rothmund-Thomson syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.116
NEU1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5921
PKP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85391
CDR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14686
ZNF467	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65467
ACSM5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70848
PSMD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84611
MMP24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18616
EHBP1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.71285
DCP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31563
EIF4ENIF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77114
NAA16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73448
POTEE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14004
EHD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14153
CFAP157	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48509
GSE199255,GSE199356_6_v_1_pds5a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CSRP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21659
XPO6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07526
NF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85841
GSE127790_13_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE234289_5_v_2_rfx6_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC11373733-ABR-13-34_Suppl1.pdf-66-ZNF366_ZNF366	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF618	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.264
AKAP8L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19704
GSE127790_10_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SPINT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3235
GSE159893_2_v_1_genistein_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE125014_1_v_3_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GPATCH11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.86556
ZNF879	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26692
CKAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48829
GSE146074_1_v_8_ly6e_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE217363_5_v_1_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DGKK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92534
ZNF146	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.23078
NES	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40166
AP3D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45429
RAD54B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.39053
LRRC73	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12128
GSE240258_0_v_1_prmt1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
APBB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98765
FEZ2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73834
PCNP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17653
DMRTA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57647
RAB11FIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.433
LGALS3BP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87177
ANKRD13A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.59421
MYADM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19073
ZDHHC24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43499
KLHDC8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55611
GSE171311_0_v_1_ellagic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
PPIA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11997
TXNDC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41144
RMND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51445
PEX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.33031
SH3D21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98034
ZSCAN31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30356
GSE207514,GSE207515_1_v_3_acetylcysteine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
COQ5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51814
PANK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36284
MEGF10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86926
MTMR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79309
TRAF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50551
C18orf32	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51478
GFPT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70589
PUS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83635
JUN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43524
GSE155695,GSE155696_1_v_0_acetaminophen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
TCF23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6617
TUG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89323
KIF14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.05257
RTN4R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55911
GSE102132_2_v_1_irf3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SCAF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29522
WDR89	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19429
SLC35F5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29728
TACSTD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38432
ZNF532	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68862
RPUSD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5014
ZBTB7C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89965
SND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65202
GSE147283_1_v_3_arid1a_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF98	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7973
FBXW2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65658
GSE248769_1_v_0_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
MARCHF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01654
MSH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49656
GSE158320,GSE183351_2_v_3_lin28b_human	RummaGEO Gene Perturbation Signatures	1.0	null
COL4A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11009
GSE190316,GSE190324_1_v_11_rbm4_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC11285331-cd-23-0539_table_s1_suppst1.xlsx-Lost_AR_Peaks-Unnamed_19_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE242367_1_v_0_dpp9_human	RummaGEO Gene Perturbation Signatures	-1.0	null
IRF2BPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.09493
HMGN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08615
Familial retinoblastoma	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.188
TARS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38344
CPSF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56669
PLTP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94477
SVIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17533
SOD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26396
ZNF546	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76627
SIX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92357
GSE67266_7_v_4_etoposide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ACY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54119
NRSN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07431
CSRP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39449
PLA2G12A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.20742
ANKRA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39644
ZFY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.86873
IZUMO4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.20174
ARID5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50364
GRHL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2013
LARP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24247
KAT14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82403
OXCT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52027
LTB4R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75568
SIVA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29925
ZFYVE16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34811
RPL41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36019
GSE172494_2_v_1_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
EZR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76977
GSE230646_0_v_2_rbpms_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC12619835-41467_2025_66007_MOESM8_ESM.xlsx-Basal_KLF5_peaks-Gene_Name_KLF5	Rummagene Transcription Factor Associations 2026	1.0	null
ARRDC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81733
TSSK6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03578
GSE190316,GSE190324_10_v_11_rbm4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GCDH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9648
EMX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87629
ANG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04961
C5orf24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33459
MRPL51	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00628
VAX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70696
ARL16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81051
GSE142430_2_v_1_prmt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ORMDL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99664
HEBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08017
GCA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88654
HOXB13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94011
GSE182680,GSE182683_7_v_11_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
NUDT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79688
GSE184087_4_v_3_tert_human	RummaGEO Gene Perturbation Signatures	1.0	null
APOBEC3C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.2701
TMEM219	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64757
COX11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29694
OLIG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32195
DEF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.17436
ERCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67397
GSE174498,GSE174500_0_v_1_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HSFY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.84704
ZNF599	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81054
GSE98898_8_v_1_hoxa1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PNP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8152
MLYCD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70589
PTPRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04314
chr13_114023380_G_A_b38	GTEx eQTL 2025	1.0	1.45188
EPDR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09955
IGF2BP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.12623
GSE100528_1_v_0_mettl3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
YIF1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8695
PMC12629827-mmc8.xlsx-DDR2_KD-symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
CDCP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31721
DTYMK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83299
TNP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48036
ALAS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.01487
RABGEF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90801
EIF3D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56231
PDXDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57125
GSE135514_8_v_5_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
FOXO3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46169
SHD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22173
ATXN7L3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82286
DENND6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52152
SERINC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92682
TXLNA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67228
RUNX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56995
FHIP2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29821
YME1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10654
NTAQ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54537
GSE213588_9_v_4_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
C3orf62	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79613
PAK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02394
GLA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04828
OVCA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7464
SEC31B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25044
HBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34311
LSM14A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63862
NICN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44003
GSE168604,GSE183859_1_v_0_selumetinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE211128_7_v_6_angptl4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE138841_0_v_1_trim6_human	RummaGEO Gene Perturbation Signatures	1.0	null
BMI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.51158
ASPH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10596
NFIX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77601
TRIB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10702
IGF2BP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66289
NOP16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40077
TCTN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11735
GSE150895,GSE150896_0_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
POMGNT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21545
GSE151612_4_v_2_pracinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC12619835-41467_2025_66007_MOESM8_ESM.xlsx-Basal_KLF5_peaks-Nearest_Ensembl_KLF5	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF770	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52011
GSE48812_8_v_5_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
TYW5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.2343
MRPL49	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16078
GSE238116_3_v_2_egr1_human	RummaGEO Gene Perturbation Signatures	1.0	null
CHCHD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69447
GSE114284_4_v_3_irf1_human	RummaGEO Gene Perturbation Signatures	1.0	null
ATAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69133
RANBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70862
SP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77759
TMEM231	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42097
STMN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08196
TGOLN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.63962
GSE44157,GSE44163_3_v_0_nr6a1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF654	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4783
EWSR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77336
BHLHE40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28463
KCNJ14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37215
PPM1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21869
HMBS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10596
MICOS13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90259
BTN3A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7059
OTUD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14525
BEST4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72096
AGMAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66048
ABCF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02961
PRSS27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07224
H2BC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51152
ZNF257	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97295
SPRY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35802
HIBADH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86132
GSE232564,GSE232566_0_v_1_nsd2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
LIN37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35285
TOP2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4309
RNF114	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11493
MRPS36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37929
GGCX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84393
GSE152441,GSE152442_6_v_3_folic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
AIMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2995
BCL6B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92327
MED23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42893
F3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14268
GSE160817_7_v_6_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
C6orf141	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80187
PMC11447041-41598_2024_74391_MOESM2_ESM.xlsx-D_ATF4-def_vs_HCT116_Tg2-Supplementary_Table_2D_Contrast_ATF4-def_Tg_2h_vs_HCT116Tg_2h_ATF4	Rummagene Transcription Factor Associations 2026	1.0	null
BATF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7083
CLSPN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45041
GSE158632_3_v_5_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ELOA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61931
GSE245134_2_v_3_atg5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE210655_3_v_5_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
FBXW11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68006
ATP5F1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46715
H2AB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6314
CMPK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10269
KDM4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7052
MRPS17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87542
PQBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39178
SIX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.98198
GSE163240_3_v_0_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FKTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.2239
FHIP1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83906
KREMEN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25335
GSE67266_7_v_3_etoposide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE162575,GSE162609_3_v_2_tfe3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE174701_1_v_6_maml3_human	RummaGEO Gene Perturbation Signatures	1.0	null
RAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.598
NTHL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19508
BMPR1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71505
FAM20B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81704
ZNF586	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13583
TMEM97	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.002
SDR39U1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52272
CCDC115	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20875
ATAD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38839
TIRAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72792
KRAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40218
TFDP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17772
MLXIPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70456
GSE210655_3_v_6_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
HSPA1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30301
ZBTB38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83218
SNX30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45506
HAUS7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48106
ACTB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78616
ZFHX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53867
HINT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80528
TRIM68	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10868
FDX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98708
GSE157960_0_v_3_progesterone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE130396_0_v_2_braf_human	RummaGEO Gene Perturbation Signatures	1.0	null
PLEKHA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28474
CHST14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80115
EPC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94088
PAK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96702
TEAD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.8169
PHF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82433
CCS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09899
HPF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69645
SYF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47305
CEBPD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07274
GSE180951_1_v_4_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
DHODH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05932
ZNF418	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95233
KHNYN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66276
RAN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50784
SLC25A23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58921
DEDD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67255
SLC50A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70242
HEXD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26687
CRELD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15538
TSPYL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.36989
STX1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22435
AASS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4093
GSE151612_4_v_10_pracinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
C4orf36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65416
DPY19L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22615
SLC38A7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24686
PJA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30598
GSE202434,GSE202438_6_v_1_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
MORF4L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82037
SLC25A35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82524
ZNF821	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92802
LHX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84531
PRR35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4966
MYOZ3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39956
GSE193993_0_v_3_sstr2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PRPF4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29125
IFITM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47364
PEG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46691
SPTSSA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98175
GSE140576_0_v_2_plag1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE215461_0_v_1_topotecan_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TUBA1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96659
ZNF414	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12029
TLE5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99414
TMEM147	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42008
NIPAL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90703
GSE184399_0_v_2_cnot1_human	RummaGEO Gene Perturbation Signatures	1.0	null
C6orf132	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92754
GLRX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98101
PMC11447041-41598_2024_74391_MOESM2_ESM.xlsx-D_ATF4-def_vs_HCT116_Tg2-Unnamed_2_ATF4	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12619835-41467_2025_66007_MOESM13_ESM.xlsx-Sheet1-Basal_like_KLF5_peaks_KLF5	Rummagene Transcription Factor Associations 2026	1.0	null
DRGX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48634
ZNF469	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9927
BAMBI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37152
GSE182680,GSE182683_0_v_6_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TMEM254	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91999
GSE224969,GSE224971_3_v_5_chtop_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TUBA1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92201
ZNF581	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80177
CTDNEP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78223
LACC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78201
RIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1365
ZDHHC12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62961
SENP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0266
GNRH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66869
PFDN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03715
MACROH2A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55974
ELMO3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15141
CDKN1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49067
GSE125014_6_v_4_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
WASHC2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.21047
GSE74490_0_v_1_triptolide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ACTC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8761
MRPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40652
TIMM17B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88712
GSE163240_3_v_4_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SPECC1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73963
AMIGO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08253
IVNS1ABP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80791
SPEGNB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08787
LIN54	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38715
MMP25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41682
CCNA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.76399
IGDCC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46293
GNG5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03775
GSE230744,GSE237803_0_v_3_hira_human	RummaGEO Gene Perturbation Signatures	1.0	null
RASD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65596
TNFAIP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40982
EFNA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83218
SH2D2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14153
C1QTNF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35596
C22orf23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73006
KRTCAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.416
CD55	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31747
COQ8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51311
TUBB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77131
EPS15L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85218
BCL9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.08632
COCH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98995
GSE174701_1_v_2_maml3_human	RummaGEO Gene Perturbation Signatures	1.0	null
PCM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9041
TMEM19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2618
HERC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5783
CD63	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49011
PLCD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47913
TTLL12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49454
GSE242199_6_v_5_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
OCIAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66366
C1orf109	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20626
BLVRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23234
GPR176	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64395
LACTB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71234
PMC11285331-cd-23-0539_table_s1_suppst1.xlsx-Lost_AR_Peaks-Unnamed_20_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PGM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84771
BPNT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37657
GSE135352_6_v_4_napabucasin_human	RummaGEO Drug Perturbation Signatures	1.0	null
SYNRG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88033
NFU1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46613
TPRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19783
GSE174701_1_v_7_maml3_human	RummaGEO Gene Perturbation Signatures	1.0	null
ARMCX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.99612
PSPC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12143
CLP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15946
GSE211151_1_v_4_progesterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
METTL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18039
SNRPB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13258
GSE139948_3_v_2_metformin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
DLG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.35561
TRAPPC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04592
TMEM70	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.678
THEM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72522
MAP1LC3B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98488
REM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14913
PIP5K1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68956
PPP1R18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66802
NR0B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7851
C18orf21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0916
TLCD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41366
ASPHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66951
EFNB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38046
PAPSS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29065
GSE206226_2_v_3_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PFDN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11286
CAPNS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05712
GSE172295_0_v_2_sh3gl1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PSMD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32488
MED20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99742
PCK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05631
POGK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17246
GLI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82064
WASHC2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60736
ICE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48102
OTUD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3895
DPP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6784
GSE200839,GSE233826_3_v_4_tnrc18_human	RummaGEO Gene Perturbation Signatures	1.0	null
SRSF9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06007
SPATA20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.96548
CAMSAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07204
ARHGAP39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2901
FASLG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10088
CDKN2D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18954
ANXA9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38179
CALM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19596
NID2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87377
MTERF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.22479
CERS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57571
DCAF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76784
ZNF461	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42581
GSE228106_0_v_4_paclitaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
CRB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29215
MAST3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37231
PNPLA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14675
POGLUT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80027
SYTL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16502
GSE48812_4_v_1_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE151083_0_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PGPEP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48326
TMEM59	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09076
NATD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78399
PPP1R15B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39962
FLNC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71467
ZNF320	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03503
PCF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41587
CDCA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50633
FUCA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28952
CRIPT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59414
SLC9A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23935
ESYT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56454
WBP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.47311
PDE6B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48694
RNF213	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95653
CHP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49188
OPTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47038
ZNF567	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.42462
ZNHIT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76061
GSE144919,GSE145177_1_v_0_dazl_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
IFT52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32121
MEST	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44312
DHX34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93459
SPART	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84878
SHH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52199
SOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.99377
TNNT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13726
UBN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23788
GSE86507,GSE86509_7_v_5_hoxb7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
OTULINL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77083
GSE207514,GSE207515_0_v_3_acetylcysteine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TFB2M	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82784
PDXP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2125
C22orf15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7588
FANCA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32228
MRPL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10517
TMEM229A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75062
SNX22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31512
BCOR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76832
GSE80098,GSE80366_0_v_5_progesterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
WBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24796
GSE224969,GSE224971_0_v_1_chtop_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
JAK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61152
PLA2G15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14335
SNRNP40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69059
RPE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.32931
PYGO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15984
XRCC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98288
ILF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.21798
GSE247764_3_v_2_nell2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SRRD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.22713
ZKSCAN7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.5078
CLDN19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29956
PTPRF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8012
GSE203308_15_v_3_brf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE48812_7_v_1_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
CHAMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44451
GPRC5C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50798
GSE188870,GSE188871_1_v_3_kat7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PKM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85478
QPCT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41321
ODC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34512
DPYSL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85741
SLU7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10788
POLH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22551
TDRD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34738
ID1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40117
AZIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.0143
FSTL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77051
TCAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78903
PPID	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18477
SLC2A4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45229
GSE142430_3_v_0_prmt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
FBXO11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30108
TENT4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18491
CCDC17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15518
VWDE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81369
GSE210476_9_v_0_rutaecarpine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CD37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77802
SNX17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54674
GSE143944_2_v_0_ribociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
WDR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22377
GSE150895,GSE150896_0_v_1_kif15_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SPACA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04052
C16orf87	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01454
BEND3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79365
UGGT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99951
H4C3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27793
DDX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86265
IMPDH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84758
LPIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71251
ARHGEF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55757
GSE148096_1_v_0_erlotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
FBLIM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25225
PGM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84443
C13orf42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42391
SSR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65482
GSE226770_1_v_6_atrx_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE130956_2_v_1_icaritin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GCLC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54541
ATPAF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18833
GSE175787_8_v_6_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE169617_1_v_2_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
ARFGEF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87184
PRDM6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51435
RASA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47658
GSE165636_0_v_4_tofacitinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF518B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66288
RAB3D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.43274
ZDHHC23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32207
TBC1D3K	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.45735
ZNF140	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.877
PSKH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55992
PIGH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60558
CNOT6L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40383
RNF41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7077
GSE200839,GSE233826_2_v_6_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
C17orf75	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48651
GSE48812_4_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
NOTCH4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99792
SEC62	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14138
GSE230744,GSE237803_5_v_3_hira_human	RummaGEO Gene Perturbation Signatures	1.0	null
CGREF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92742
BCAP31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89928
MECOM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28401
B3GNT8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56531
GTEx Thyroid 20-29 vs 70-79	GTEx Tissue-Specific Aging Signatures	1.0	3.9657
TMEM51	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02219
OXA1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32198
JARID2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32952
GSE149901_3_v_1_anlotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE216273,GSE216292_0_v_2_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CHST6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53428
KIF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09943
GSE125014_6_v_5_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
RBM26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54489
SLC38A9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.54366
SMARCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.07451
SERBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70989
CSDE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95695
STAT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43007
GSE202587_1_v_0_xrn1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PALD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92898
VIPAS39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30656
PLPBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89867
GPR108	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44459
GSE61117_0_v_1_trim24_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ARMC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77317
CRLF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8717
PTGFRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26532
ZMYM6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33856
TRMT61A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79567
UNC5D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02985
ZNF114	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59162
ZNF81	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19508
GSE182680,GSE182683_7_v_13_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
STK40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.9586
GSE239844_1_v_10_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null