association	dataset	threshold value	standardized value
NFILZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33012
GPHA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01482
CRCGN016_MCF10A.WT.HP_24H:M01	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.45589
SIK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52137
DHX35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67497
HAGHL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48327
ZSCAN26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10153
TP53I3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.10307
NTHL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19508
SEMA3F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75669
EMD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79507
CRCGN009_HEPG2_24H:C20	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.24568
SAR1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37969
EDC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44023
NR2F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6048
YWHAZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4804
YAF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08865
PXDN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25653
FANCF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61137
PTMA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55457
MEPCE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44463
NYNRIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31919
ZNF654	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4783
CRCGN008_HEPG2_24H:H24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	7.1994
Perturb_1121_KD_E2APBX1_SRP115954	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	1.5816
SMARCA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82628
FAM177A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63757
TTLL8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47942
ZNF529	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3817
ZSCAN5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2354
TWSG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50776
AP3M1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44075
BMAL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31224
ARPIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95741
RSRC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20986
SCX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21811
PCDHB9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61382
CHMP1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95993
EIF2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13092
MAP1LC3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71337
MTFR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73606
THAP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87073
PCGF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87188
RRM2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8246
CRCGN015_MCF10A_48H:J10	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.87658
CRCGN008_HEPG2_24H:I13	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.13968
IER5L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73072
ACSL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61999
ZNF227	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20543
PBX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66666
ANKIB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07576
NME6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90787
NSD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65129
TTLL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64014
TRIM16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01786
ARID4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75743
CRCGN015_MCF10A.WT.HP_24H:P17	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.08699
ZC3H12A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26965
GALNT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89371
Perturb_6894_KO_TP53_SRP272626	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-1.88955
CRCGN015_MCF10A_48H:B10	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	8.10656
ZNF569	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59402
ARRDC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7842
Perturb_4406_KD_PRDM11_SRP040577	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	7.38886
TBC1D9B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06743
RFX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05043
TBXT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88041
CELF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08673
AATF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51002
Perturb_17278_KO_Upf2_SRP038144	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-20.0
NFX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91138
ATAD3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47611
FTSJ3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14468
NUDT21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80526
UBAC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75721
PCNX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41109
HLA-E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57875
L2HGDH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43993
BAZ1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7048
EBF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92505
ZNF362	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46028
ARL6IP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53387
RGS12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71152
CGAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64727
CRCGN015_MCF10A.WT.HP_24H:H08	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.03584
STARD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59099
RCOR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84112
ZNF75A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87774
CRCGN014_HEPG2_24H:D11	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.08141
CRCGN012_HEPG2_24H:K01	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.02342
CRCGN016_MCF10A.TP53.M_24H:P18	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.3958
TOP3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22237
LPCAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81917
CRCGN016_MCF10A.TP53.M_24H:E17	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.07572
ALOX12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85915
RNASE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33372
CRCGN014_HEPG2_24H:I13	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.14038
ZNF200	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56968
VIM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20435
ANXA9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50157
PHETA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89823
NEDD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42472
MAPK8IP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51938
UBE2N	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33787
ZFHX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89328
CCNT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7535
CRCGN015_MCF10A.TP53.M_24H:B10	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	7.4139
CRCGN017_MCF10A.WT.HP_24H:H24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.84388
SRSF9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06007
CEBPZOS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45379
ARRDC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69579
CUX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68696
GUF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57822
MRPL42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83589
ZNF419	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47005
KIFC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50637
DHRS7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24291
CRCGN016_MCF10A.WT.HP_24H:K20	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.71035
PHOX2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02817
PTPRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04314
CRCGN014_HEPG2_3H:H24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.82879
GTF2F2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44551
CRCGN017_MCF10A.WT.HP_24H:O19	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.29476
CX3CL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00015
CRCGN017_MCF10A.WT.HP_24H:P03	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.26555
CRCGN013_HEPG2_24H:O02	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.76434
FREM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45262
TRIOBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37965
SEPTIN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9302
CRCGN010_HEPG2_24H:K02	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.83036
THG1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.6565
SCYL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03484
ZNF180	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87332
CRCGN015_MCF10A.TP53.M_24H:G06	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.55582
PCDHB5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55891
EID2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66236
NAGK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52559
AGA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20698
CRCGN016_MCF10A.TP53.M_24H:P20	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.69598
CDKN2AIPNL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51918
RNF121	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84807
CTSZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78234
MAP3K7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05967
HOXD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57247
DIPK1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9295
PROSER3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57375
COTL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49699
HDHD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1754
PKIA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32443
TMEM81	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32751
GTF3C2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27904
CUL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04219
NEUROD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01735
TSTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59125
PMC6499311-supp_gr.243345.118_Supplemental_Table_S8.xlsx-S8B_Het1A-HNF4A_2d_5x_open-Nearest_Ensembl_HNF4A	Rummagene Transcription Factor Associations 2026	1.0	null
CRCGN011_HEPG2_24H:H15	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.7586
HOXB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4231
FOXD4L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.30813
PMC8569982-41065_2021_205_MOESM1_ESM.xlsx-mono_THP1_a2b_tpm1-gene_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
GOLGA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82395
MYO18A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34277
PC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1925
THBS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21487
SLC11A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49003
GRIN3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8276
TSPAN31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72143
GPANK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34049
CERK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13949
ARMCX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06714
ATP6V0A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07681
ELL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74334
SPOP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61849
ACOT8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07038
KCNK6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5931
H2AB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14457
COQ4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76364
C2orf69	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97829
IP6K2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61641
MAP3K12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62414
CRCGN014_HEPG2_24H:K13	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.36112
MCRS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99814
YTHDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42438
FGD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35666
CLPTM1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30391
NT5C3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.32989
CYB5D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.14458
CRCGN017_MCF10A.WT.HP_24H:E10	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	7.90732
TERB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19408
FEV	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11824
RPSA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32493
AOC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04487
ZNF513	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59128
TAF4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6493
GRAMD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66803
ECE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66715
OTUD6B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96463
SVBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72303
ARSI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42989
CHURC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65349
ASPH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10596
WWC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78146
BRICD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04569
ORC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67655
SLC5A6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38869
PHF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82433
ZNF724	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88536
PHF19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63966
CRCGN015_MCF10A.TP53.M_24H:C07	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	5.49948
SNX16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49139
NR2E1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15938
ZBTB7A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73625
PITX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81416
CRCGN008_HEPG2_24H:O06	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.60219
Perturb_8377_KD_MAGEA3_ERP120445	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
ZNF891	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67608
ZNF418	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95233
RAD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64315
DYNLL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49745
SLC35C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08874
MLLT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.94874
NKTR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36489
FAM222B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43542
INAFM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7735
CRCGN016_MCF10A.TP53.M_24H:A16	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.22104
Perturb_14853_KD_TEAD4_SRP247403	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	3.07538
CRCGN016_MCF10A.TP53.M_24H:P14	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.01486
SUCLG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65753
OLIG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32195
MARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95759
ADSL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29625
MKX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03541
GSTM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.49397
PITRM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76867
TCF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19773
SCAMP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01865
TTLL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.23845
DECR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39099
DYNC2I2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05314
HBA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60802
NRP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03155
TFEB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49438
SEPHS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78893
CLCN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72177
SLC35F5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29728
GATC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57094
CCDC120	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76423
TMX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32482
TP73	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.22411
YLPM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75253
TPP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54361
SCAMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18779
STRBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.08574
CRCGN017_MCF10A.WT.HP_24H:C19	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	5.48809
SDHAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79703
UBE3C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96452
THAP12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6352
C2orf49	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87266
ZNF518B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66288
CDO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48134
LAMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77164
ITGB3BP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09375
DDX3Y	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62084
ZNF836	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66064
ZNF808	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05247
USP17L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78783
Perturb_1167_KD_ETV6_ERP128093	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	7.46356
ERI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.61342
SS18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.26742
TEX30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40798
SMARCD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14499
CCN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04704
S100A13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76555
AMIGO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08253
WBP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.47311
APBA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73436
PKIB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45742
CRCGN008_HEPG2_24H:H15	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.69478
ATP6V0D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23053
CRCGN015_MCF10A_48H:M07	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.93268
CRCGN008_HEPG2_24H:C22	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.34019
ZNF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54858
CRCGN015_HEPG2_48H:L03	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.65974
HPRT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07963
Perturb_17486_KO_Otub2_SRP314435	PerturbAtlas Signatures of Differentially Expressed Genes for Mouse Gene Perturbations	-1.0	-1.82528
RSL24D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55011
PLXNB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92823
CCDC174	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.35117
TJP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84426
BMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44319
C12orf4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54344
RXRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69695
DLAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04089
VMAC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55722
PMC9376070-41419_2022_5157_MOESM18_ESM.xlsx-Sheet1-Table_S4_Differentially_expressed_genes_of_HNRNPC-KD_and_NC_cells_identified_in_the_RNA-seq_analysis_AR	Rummagene Transcription Factor Associations 2026	1.0	null
UQCRHL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57763
RHBDL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89598
CCNE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04909
HNRNPA1L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23944
CRCGN015_HEPG2_48H:G05	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.68177
ZFAND2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.36448
ZNF488	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.80461
FBXL14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21048
VAMP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52857
LMTK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63914
PPARG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83096
KMT2E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96052
ZNF394	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49514
CRCGN016_MCF10A.TP53.M_24H:P16	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.24255
ATAD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38839
ZNF831	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65867
CRCGN011_HEPG2_24H:A09	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.05535
EPB41L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70584
RAD9A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27453
NME2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09511
CFAP298	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50696
ZFP69	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89684
MBD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10692
ZNF717	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52355
ADAM10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08641
CNOT11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82637
ZSCAN31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30356
WASHC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53296
NAP1L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13119
PSMC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10003
SEPTIN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90206
PHF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69601
TIFA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24654
STX12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71861
CRCGN013_HEPG2_24H:C21	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.80017
CRCGN015_MCF10A_48H:J24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.1713
IL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08707
PTDSS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9319
CYB561D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98696
CRCGN017_MCF10A.WT.HP_24H:K22	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.79916
SLC35B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02703
COA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86185
HOXB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92444
FCHO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15277
ETV5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.05633
QSOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.39351
FAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25902
CRCGN009_HEPG2_24H:D05	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.63066
PAX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24687
RAB11FIP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32628
ENC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31087
ZNF250	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75837
ADPRM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68432
TRO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4896
NUAK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24952
YKT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61958
TGFBI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66591
CRCGN015_HEPG2_48H:O10	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.55364
RAB23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30757
RXYLT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92334
SETD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97153
TRIM24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7488
UHRF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28941
LONP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45774
SMIM15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61262
CRCGN008_HEPG2_24H:L04	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.74942
CRCGN014_HEPG2_3H:P03	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.46449
CRCGN015_MCF10A_48H:O11	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.86391
RAB17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93004
ZNF165	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80365
SETD1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35411
STON1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13697
RORC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21168
ZNF324	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93555
CRCGN016_MCF10A.WT.HP_24H:N15	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	5.56218
DDX59	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35442
IMPDH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84758
CRCGN011_HEPG2_24H:C24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	5.7444
PRDM13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38787
GNA13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69803
CRCGN011_HEPG2_24H:L13	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.33467
MRPL32	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37707
CHST4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46199
BAG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54388
SNX21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02594
TAPBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29185
CRCGN015_HEPG2_48H:D17	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.25448
EPHA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65462
SNX27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38994
MCHR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74625
CBX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35893
TSPAN17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60282
PHPT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79858
ZNF426	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45931
DBF4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52203
PLD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95295
FZD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77944
TES	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16584
Perturb_13659_KD_FOXO1_SRP192099	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
WDR75	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22282
JUNB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29946
SIX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08422
HNRNPDL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11452
POU3F3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45436
NHLH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53444
RIGI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11081
PMC9235320-mmc2.xlsx-ST9_eQTL-MR-results-Supplementary_Table_9A_The_effects_of_whole_blood_transcripts_on_COVID-19_severity_with_suggestive_Mendelian_randomization_evidence_P_0_05_using_Genomicc_data_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
HSF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27201
CHTOP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24802
JTB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84568
BTBD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42798
C1orf116	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82576
DNMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85424
UBXN2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54147
CRCGN009_HEPG2_24H:N04	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.202
DYRK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15694
ZNF345	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83371
TMEM250	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5837
SDF2L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87546
NRN1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66505
URM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3015
ACAD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69093
KLHL34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94119
SSTR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53084
SMS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1784
SPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48728
MAPK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74249
ZNF273	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71292
PMC7673140-41467_2020_19575_MOESM4_ESM.xlsx-Data_S1d-List_of_2302_of_genes_differentially_regulated_by_SOX2_FDR_0_1_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
CLTA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63012
FAM161A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29615
RTCB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94591
GNPDA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66227
C15orf61	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95299
APH1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46543
CRCGN013_HEPG2_24H:H15	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.92446
RTN4RL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36192
CYB5R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18763
CRCGN015_MCF10A_48H:G14	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	5.01727
TXNDC12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97352
ZNF211	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38419
CIZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63529
OARD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59453
GLS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90483
ZNF649	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17321
FOXO3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10733
EOLA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09615
C6orf89	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44367
SDHA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12569
CRCGN017_MCF10A.WT.HP_24H:O21	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.5005
MATN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7002
NOMO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35034
SAP18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6787
CRCGN014_HEPG2_24H:H24	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.90458
PRR12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31636
CRCGN015_MCF10A.TP53.M_24H:C23	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.92648
ZFP69B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34106
LY6E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92796
PDCD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14861
UPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84902
TMED10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77397
CRCGN014_HEPG2_3H:N04	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.20754
LHB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29919
UBXN7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17196
CRCGN011_HEPG2_24H:C20	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.78043
NCS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93274
ANKRD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45092
GMEB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12045
CRCGN015_HEPG2_48H:M16	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.50894
TCEA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28581
GFPT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70589
NUDT22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46131
Perturb_2916_KD_FOXO1_SRP192099	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
ZNF22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49918
CIRBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.18925
KLF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62201
ARHGAP12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89471
TBX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94722
C1orf216	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04149
TRIP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39834
SLC35A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49488
ZFP57	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90916
UBTD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48919
TFB1M	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24426
SULT2A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87832
ZSWIM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60299
RGS14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97119
CRCGN015_HEPG2_48H:G13	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.25468
CSTB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47677
CRCGN011_HEPG2_24H:L03	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.4251
PDZD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76407
CRCGN016_MCF10A.WT.HP_24H:D05	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.38493
GTF3C4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.99215
IFFO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65541
PIK3R2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86333
DGAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49233
DCAF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76784
HSPA12B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69252
CRCGN010_HEPG2_24H:K13	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.83995
TIPARP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45461
VAV1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08002
PMC12498101-cd-24-1904_supplementary_tables_s1-s12_suppst1.xlsx-S7-Supplementary_Table_7_Human_tissue_RNA-seq_differential_analysis_for_SPOPmut_vs_SPOPwt_AA_vs_AG_and_AG_vs_GG_clone_data_DEG_set_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
IMPACT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91616
RNF126	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.11025
TMEM54	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7054
RENBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74642
DCAF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72686
TMEM179B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98841
TOP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56106
RAI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64977
EML4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3767
SYCP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11375
H2BC15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07314
MBD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95527
CYREN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89022
HIBADH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83565
CRCGN015_MCF10A_48H:G15	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	6.15955
CRCGN015_MCF10A_48H:J23	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	3.2766
GALM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20911
GAA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2612
APOBEC3F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12656
ACAD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03574
CRCGN012_HEPG2_24H:N04	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	4.98208
HACD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83425
RBMS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10183
INO80E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97589
CRCGN013_HEPG2_24H:O05	Carcinogenome Chemical Perturbation Carcinogenicity Signatures	1.0	2.45244
ADGRG5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79734
MCIDAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48644