association	dataset	threshold value	standardized value
PRUNE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44915
COPS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16649
ZNF419	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47005
CCAR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66246
CECR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9119
PBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61513
EYA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90822
RASL11A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86942
GSE121824,GSE121826_0_v_3_scaf8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ELF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92723
FUT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71531
H4C3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27793
DNAJC11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13568
NLRX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41186
CCNH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8181
AACS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48736
CHST4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46199
NEK8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93589
S100PBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06672
GSE152699,GSE152723_3_v_1_vemurafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SLU7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.28438
SLC39A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69703
GSE195513_2_v_1_cpeb1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ATG2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36048
NEK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85331
TUSC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9587
MGAT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36072
GRPEL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96692
OSBPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68622
RAB12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38822
TPM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71709
MACC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08599
FIBIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2134
OTUD6B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96463
C3orf80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11113
POU3F4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85117
ZEB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05939
OGG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41114
FAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25902
RFX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76958
OLFML3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4405
TMEM256	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62057
BCL11B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15988
PNMA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69298
TFEB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49438
TMEM181	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03732
PIMREG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86023
NPM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65517
PMC12549544-mmc2.xlsx-AA_D1_VS_D7-Name_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
LDHD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57969
AKAP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93167
PANO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81654
SYNJ2BP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35357
TYRO3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0017
PXDN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25653
RND2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41517
GPR25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34926
TOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00749
NPIPA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68293
PMC12356745-12015_2025_10896_MOESM2_ESM.pdf-7-RUNX3_RUNX3	Rummagene Transcription Factor Associations 2026	1.0	null
OPA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53061
STOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64437
TNIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09588
RASSF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48746
LYSMD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90691
HCN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92884
APLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76981
PGAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00628
MVB12A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38688
ZNF311	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98915
TAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49558
DLX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.98905
TAF1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.354
LYAR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0653
ETNK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33914
MAGED4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29309
RAPGEF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77738
PMC11811132-41598_2025_89334_MOESM5_ESM.xlsx-MECP2-fromNode_MECP2	Rummagene Transcription Factor Associations 2026	1.0	null
SPOP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61849
SOCS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09541
BRSK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90723
CD164	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9396
PMC10836071-media-2.xlsx-Supplementary_Table_5-ELK4_all_ELK4	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33804
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
ZFAND6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31598
SLC49A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20887
PGP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47798
AKAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34636
SMNDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21312
BCR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47916
MMP15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88593
S100A6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74397
H2BC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32958
ZNF664	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47219
COX4I1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99012
RIPK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48191
GDF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86365
THRA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83834
NPEPPS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85424
METTL7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88016
TAGLN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64263
RPP25L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5441
DNAJC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90933
COA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10489
HMOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95412
COL6A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34942
EID3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82615
SNN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34111
COPS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15546
MED23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42893
YTHDF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69971
TACO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50149
HINT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80528
ZCCHC12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.99069
GSE88819_6_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19706
CCS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09899
MRPS30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.50904
KDELR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53265
NMRK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09183
CNOT6L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40383
PF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86345
ZNF180	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87332
CUL7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44457
PKN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83714
NDC80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18948
MST1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3763
IRS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95357
ZNF383	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74839
UGT8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07234
PKN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.35072
URI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10488
TGIF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0519
ZNF493	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25557
PFDN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29278
ST6GALNAC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6251
PA2G4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11414
NMB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05625
TOX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0421
PCDHB9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61382
TSC22D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70989
NT5C3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95497
MGAT4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09023
LMX1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46887
TLE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33306
H3C10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01377
GFPT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70589
ZNF782	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18185
PCDH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77052
FANCG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58305
NDUFB8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76777
PEX11B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5578
HSPA1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74465
NKX2-1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27229
SLC35B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02703
DHTKD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67471
MDH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24321
ROCK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28775
GSE200673,GSE200691_1_v_4_hmga2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
USP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86281
ARRB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57688
AP5B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32535
JADE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.95961
JAK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05473
TSTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59125
CDIPT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71672
HCFC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81204
CREG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56124
RAB5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92439
GPATCH8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32921
ACTRT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28609
RTCB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94591
GOLPH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62112
KLHL9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33318
UNC13D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96322
MARK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4655
BHLHA15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53303
GSE131377_4_v_2_spocd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RPL17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46137
WDFY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65677
AMOTL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38377
QSOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.39351
ODC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34512
ALDH6A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68025
EMC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01599
PMC12586162-41593_2025_2050_MOESM3_ESM.xlsx-Supplementary_Table_7-ELK4_all_ELK4	Rummagene Transcription Factor Associations 2026	1.0	null
HECTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94301
PINLYP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70784
SREBF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15328
TOMM6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61215
RTRAF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86635
ZNF562	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44809
BEX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01618
COMMD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52471
SNX22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31512
PLEKHG6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06449
GSE158834_1_v_13_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18285
NPTX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97274
TLX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3739
HTR1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68669
RAB40A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99315
NRBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36633
RBM47	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.21769
ARF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82131
PRRC2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46069
CCNI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53154
CST6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85033
STK11IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82033
STK36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96753
IGFBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82788
FAM111B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8345
UBR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81305
SLC25A15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24747
ASH1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.98871
METTL17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3989
PSMB7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62805
SLC35B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43157
ATP6V0A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07681
CDK5R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48425
THOP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11508
NLE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51904
SOWAHD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42698
DMRTA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34985
LSM5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15465
STX7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52375
FTCD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71641
ZNF705A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56583
DNAJB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62685
CAPRIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.06399
MRPL47	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5837
FZD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87516
LSM14A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63862
PDCD6IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34597
SLC7A6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02931
GSE210101,GSE210114_5_v_3_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
ABHD17A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4919
NIF3L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90755
APOBEC3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30235
ISL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3227
GSE210101,GSE210114_2_v_3_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE138024_2_v_3_rgs4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CRTC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17029
SOX9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72425
TM7SF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76279
RNASE7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59858
CCNO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0188
FBXW2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59547
NCK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14948
ZNF592	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58352
NEPRO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1491
GSE158431_5_v_7_pioglitazone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
RPS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41909
SF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7969
PIGC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26374
DNMT3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5498
GSE129241_4_v_2_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ARPC1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14833
RCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87317
ZNF814	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30862
GSE216273,GSE216292_14_v_3_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
RPL28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68985
AHSA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73438
KDM5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.36686
GSE210682_2_v_1_methadone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DNASE1L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70781
GSE210101,GSE210114_7_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE131649_6_v_3_hemin_human	RummaGEO Drug Perturbation Signatures	1.0	null
SIX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73998
ZNF441	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54866
DUX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56727
RBBP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91647
ZNF497	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92643
NPDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87887
RPL14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73105
GSE216273,GSE216292_14_v_1_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
MACROH2A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45983
MAP1LC3C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64058
GEMIN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67732
RNF214	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82647
PICK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77277
KAT6B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59639
TUFT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51092
CLIC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06341
PPT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92715
TSPO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25941
TFAM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32401
ACTB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78616
ZFAND2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88926
TMEM167A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56988
METTL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84647
SLC35E2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99882
ZRANB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39771
RNF139	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55035
MBD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10692
NUCB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90326
NAA15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37955
ERGIC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75805
GOLIM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5978
IKBKB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.24152
SERPING1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20142
SAFB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86909
WDR18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90108
IDI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52126
RAB11FIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.433
IMPA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17728
DENND4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57904
GTF3C6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42295
GPC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80735
EXT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51586
GSE88819_11_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MATN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2562
VAMP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59693
TCAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45263
COX7A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16021
CAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51978
PIGA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78843
VSIG10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67989
ERFL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41828
TEX261	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38809
BDH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46586
NDUFS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18255
DDIT4L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59285
CASP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09465
LANCL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79341
CABIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01379
ZNF585B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69488
MRPS35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90975
TAB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5902
SERF1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51337
IRF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41346
FSCN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83757
RPL29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15908
TFPI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56228
AS3MT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76768
PHACTR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47187
VEGFA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47288
GSE190186,GSE190188_8_v_5_apoe_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
IFT20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53266
HNF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99249
CLCN7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71111
GSE222598_1_v_0_sf3b4_human	RummaGEO Gene Perturbation Signatures	1.0	null
VEZT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39474
ZNF280B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68408
TXNDC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42981
LRRC37B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34137
NKIRAS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79763
SOX7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5078
IDS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01472
IMPACT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91616
AP1G1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85879
NFE2L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44945
chr1_26176185_T_A_b38	GTEx eQTL 2025	1.0	2.04978
MRPL14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26972
TCF23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6617
ZDHHC7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68156
DGKE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3781
NPAS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45693
HOXA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24202
ZNF92	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91346
HES3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64922
NAALADL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47151
TCFL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68842
METTL9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.162
CHD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06491
FECH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81011
RMC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48836
ZNF823	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69841
Refractive error	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.167
LRPPRC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98526
UPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84902
TBC1D25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76973
AKAP8L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15527
ITGB5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79068
LAMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65455
BOK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95923
CHRAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38716
SERINC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82646
GALNT7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59607
CHD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12452
VDR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73972
UQCRC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13407
ZNF800	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92847
HLTF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40956
MYLIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78605
PHACTR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21803
RPUSD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5014
CEP55	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82587
KDM2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82467
IPO8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9802
TCP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21386
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
C14orf132	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60747
LACTB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99515
ZNF44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79497
POU3F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98808
Myopia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.288
SNAP47	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25281
ARF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48558
CTTNBP2NL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0107
DUSP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31864
HNRNPUL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99017
TGIF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28901
ATXN7L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36515
TNP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07636
OCRL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23864
NCBP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08643
MAP4K4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58107
SDHA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12569
ALPK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75942
PRPF4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29125
PIGH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60558
THYN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87374
MRPS21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93638
GSE147366_1_v_4_med13_human	RummaGEO Gene Perturbation Signatures	1.0	null
TEFM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34775
GABRD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48147
PMC10836071-media-2.xlsx-Supplementary_Table_5-ELK1_all_ELK1	Rummagene Transcription Factor Associations 2026	1.0	null
RAB8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46424
MAMLD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15221
RNF168	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59497
BAIAP2L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68041
MIIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25121
NOXO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89008
LY6E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92796
EIF3C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53004
GSE232631_0_v_3_brca2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NNT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48938
PWWP2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60301
TMEM165	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52885
CTXN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51411
MAP3K4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49255
IGLON5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44853
HRC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93944
CD200	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55404
RPS4Y1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40822
GSE158834_1_v_13_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF675	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60519
EPB41L5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91821
REX1BD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22738
ABHD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.39326
TUBA1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92201
EAF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14492
MRPS26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98974
YIPF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44068
PJVK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61496
TMEM127	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75062
NMRAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7098
LUC7L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01096
RNF114	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11493
EPAS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93812
PFKFB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62546
DMRTC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	5.10364
CYB561D2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99363
GSE216273,GSE216292_14_v_6_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC12356745-12015_2025_10896_MOESM2_ESM.pdf-456-ENSG00000020633_RUNX3	Rummagene Transcription Factor Associations 2026	1.0	null
BRD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.41136
RUNX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29435
TSPOAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52812
SNX19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78908
BCL11A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63618
ZNF398	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13524
FKRP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59512
TOB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3018
GSE208350_0_v_1_fgfr1_human	RummaGEO Gene Perturbation Signatures	1.0	null
CREBZF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65516
PMC10709143-41556_2023_1271_MOESM9_ESM.xls-Up_in_PAX7--Target_name_PAX7	Rummagene Transcription Factor Associations 2026	1.0	null
PARP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68379
PIGW	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83176
IPO4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66778
MRS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62029
TMEM94	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05046
YIF1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8695
TYSND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63663
UBE2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39395
MIER3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23395
PSMD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32488
GSE136627_2_v_1_hdac4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
HARBI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55987
ERLIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42523
ZNF540	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12236
ZNF23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96848
TMEM14C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85943
GNB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36761
GSE65617_2_v_3_aire_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
AGL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95729
PMC12586162-41593_2025_2050_MOESM3_ESM.xlsx-Supplementary_Table_7-ELK1_all_ELK1	Rummagene Transcription Factor Associations 2026	1.0	null
PRDM13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38787
ACCS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44391
SP140L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93414
NUP210	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06454
GPAM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30707
SIRT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73302
PFDN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03715
ARPC1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42862
NDUFB7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47722
PNMA8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84107
STARD3NL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96181
PDGFB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88412
LIG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8098
FHL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63592
PAFAH1B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79393
E2F2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55058
SSR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99906
MAP1LC3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71337
GPI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96769
GSTO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87494
KIAA0930	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83791
THUMPD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15321
PHIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27313
PABPC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93199
ZNF687	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84001
SLC7A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30346
TCEA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70216
PHLDA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21569
DNAJB9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60007
ZNF358	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30203
TRMU	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45181
OSBPL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65349
NT5DC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97028
ENTPD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22295
BCKDK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82006
GET1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09568
BLACAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71428
L3MBTL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7246
PRPH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61085
HSDL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34264
MOCS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43707
XPR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09316
MFSD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06264
H2AC21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00805
PGAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29935
CYYR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.18977
SELENOW	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80613
RPL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87616