association	dataset	threshold value	standardized value
GSE185519_3_v_2_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE214212_2_v_1_chd6_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE60217_1_v_0_inosine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
EIF3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.19181
TDRKH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13483
ZNF174	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2637
TSEN54	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29179
CTTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42386
SKP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65348
GSE131660_2_v_0_piperlongumine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE197555_1_v_3_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GLTP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17078
GSE171572_5_v_2_tp53_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE143994_2_v_1_ythdf1_human	RummaGEO Gene Perturbation Signatures	1.0	null
NUCB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26505
Extrachromosomal DNA	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.997
CREB3L4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.3106
RPS10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14787
GSE60217_1_v_7_inosine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
C4orf46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48854
LONP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00472
EMC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.61718
HES4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02841
SLC38A5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37364
GSE216274,GSE216292_4_v_1_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
RXRA::VDR	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.9
GSE135350_2_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
SREBF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.5759
GSE219195_0_v_5_rbm12_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE80098,GSE80366_0_v_8_progesterone_human	RummaGEO Drug Perturbation Signatures	1.0	null
PDCL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42721
PIP4K2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03153
CIB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11248
POLR2K	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96443
SLC31A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01497
APAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.45024
MED6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64455
GSE165548_2_v_8_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE120612_7_v_0_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9558712-Data_Sheet_2.xlsx-POU3F4_p_C327X_vs_CTRL-gene_name_POU3F4	Rummagene Transcription Factor Associations 2026	1.0	null
NUDT15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48973
TCERG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.95071
TMEM14A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.56904
CHAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52317
TRIOBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51095
SPOP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34478
CAMLG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17162
HCCS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19876
GRB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09948
C15orf62	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.88678
TTC39C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41361
RAI14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07247
GNL3L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60619
PRDM15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48324
GSE60217_1_v_8_inosine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ILF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.76655
LAMTOR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.09382
OTX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.6226
GSE188382_4_v_1_sirt5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE150895,GSE150896_0_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE171572_1_v_2_tp53_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SARNP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20657
MAFK	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.4444
CHMP2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68321
UTY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18794
GSE146840,GSE146842_0_v_2_qrich1_human	RummaGEO Gene Perturbation Signatures	1.0	null
Extrachromosomal circular DNA	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.223
GSE140997_4_v_5_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CETN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00945
PPM1D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22435
SYPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6691
ANKRD17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.57371
DSN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.56553
UQCRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33537
GSE169152_5_v_7_ibrutinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SP5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	50.6172
BRAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.25902
ACACA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53204
SCARA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.80312
PELI3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5603
VPS72	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0063
FOSL2::JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.3112
ZWILCH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61297
PAK6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09234
RRP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32243
TOE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45118
RPS28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25207
TPBGL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.14126
ZNF865	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29221
MFSD12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50964
PMEL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60554
GSE176008_7_v_5_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
DUSP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24545
GRM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38484
ADGRG5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24871
GSE178292_0_v_1_melphalan_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE135030_3_v_1_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.8977
GSE140997_4_v_3_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
DD-75-HY40_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.814074
GSE140997_4_v_1_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SIX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.1661
GSE182680,GSE182683_5_v_8_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
SMPD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46494
COPS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45468
RBBP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.21282
GSE214212_3_v_1_chd6_human	RummaGEO Gene Perturbation Signatures	1.0	null
GAS2L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.91852
VIPAS39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19601
GSE147876,GSE147877_2_v_3_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE123689_1_v_0_cbx8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MRPL10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37284
TBXT	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.1549
ZNF460	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	121.208
LSM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84353
CENPM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29808
GSE120612_7_v_5_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE200839,GSE233826_2_v_6_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FTL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09166
GSE158834_2_v_6_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF214	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.6834
BCL7C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30898
PPP1R3C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56951
MAZ	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	70.0906
GSE143944_2_v_3_ribociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CLDN11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67134
EXOC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04491
GSE182680,GSE182683_10_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE200839,GSE233826_2_v_0_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ANKRD46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52542
GSE137325_2_v_0_copanlisib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF75A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.8264
GSE221327_5_v_0_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE103068_5_v_4_volasertib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE60217_1_v_2_inosine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
JDP2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.6063
KIF15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82894
ZNF707	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	73.4564
DPP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44704
SLC25A38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80449
PMC10015223-can-22-1444_supplementary_data_2_suppsd2.xlsx-K2-ATF3_peaks_Context3-Gene_Name_ATF3	Rummagene Transcription Factor Associations 2026	1.0	null
GSE184892_4_v_1_trehalose_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC5624885-41537_2017_33_MOESM1_ESM.xlsx-SIT1-SIT1_Top_500_differentially_expressed_genes_with_perturbations_in_CNTNAP2_carrier_NGN2-neurons_using_DESeq2_NEUROG2	Rummagene Transcription Factor Associations 2026	1.0	null
CDKN1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.74324
ZNF770	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	54.1985
DOK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51174
GSE214583,GSE214585_1_v_0_steap1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE143994_0_v_1_ythdf1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE182680,GSE182683_7_v_8_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
AASDH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04932
C15orf40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87012
CCT8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25282
SASS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.5384
LRRC57	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73521
TOP3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4099
INTS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66669
EXOSC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15662
GSE182770,GSE182784_0_v_1_chd2_human	RummaGEO Gene Perturbation Signatures	1.0	null
UQCRQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.78244
NEMF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36891
TET2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85029
FOSL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.3663
ZBTB12	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.6816
GSE182680,GSE182683_10_v_6_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FARSA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37292
GSE216043_11_v_6_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
SMAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74006
RPL27A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48735
OSTC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0957
ATAD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05457
LSG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09075
TMEM234	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.001
CHAMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.24355
RWDD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.63752
EXOC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70117
ERH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03201
GSE103068_5_v_7_volasertib_human	RummaGEO Drug Perturbation Signatures	1.0	null
DPP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64664
DUSP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3602
SQLE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02354
PSMC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61534
PMC12019518-ao5c02459_si_002.xlsx-Table_S3-Table_S3_Screening_of_genes_that_are_commonly_upregulated_in_cells_on_stiff_substrate_and_down-regulated_by_KD_of_UBE2A_B_AR	Rummagene Transcription Factor Associations 2026	1.0	null
MYOD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.4948
LAMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19467
GSE227592_13_v_3_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF135	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	99.6308
PMC9974104-jci-133-159940-s019.xlsx-GT3-INCP-GATA3_co-bound_genes-Gene_Symbol_GATA3	Rummagene Transcription Factor Associations 2026	1.0	null
CD320	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.63713
ABT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54274
GSE111247_2_v_13_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE157894_2_v_0_cystine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
EMB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34574
BNC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.5525
METTL2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31501
TCEAL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46692
GSE135350_3_v_7_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE128730_3_v_6_neratinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
STAT1::STAT2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	53.5323
NCK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37185
SIRPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22555
PPP2R1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12815
GABBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50826
GTF2E1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2398
THRB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	81.083
GSE219195_4_v_2_rbm12_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC7906903-41366_2020_716_MOESM2_ESM.xlsx-DEG_HMGA2-fusion-Gene_Symbol_HMGA2	Rummagene Transcription Factor Associations 2026	1.0	null
FEZF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	56.8415
DHRS13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02362
SIN3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59345
TTC38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46131
PMC12571111-qiaf131_supplementary_data.xlsx-ST2-Supplementary_Table_2_Results_of_the_two-sample_MR_analysis_on_the_causal_role_of_CD4_T_cell_expression_profiles_on_CRC_development_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE81796_0_v_2_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GAMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64432
FA-63-WI26_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	3.0488
MPHOSPH6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85434
BCOR complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.065
MRFAP1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.11275
HSPD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35102
IL17RB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26915
GSE216043_11_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9270251-mmc2.xlsx-2_Filtered_DEGs_Control_vs_KD_2-Gene_ID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
HSPA1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.54238
RUNX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.6485
KLK13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60687
TMEM97	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98961
MYO9B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46695
GSE216274,GSE216292_4_v_3_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE102467_1_v_2_pazopanib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ORC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40283
GSE128730_4_v_5_neratinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SNAPC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34312
KIF3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30369
GSE226408_1_v_0_inpp4b_human	RummaGEO Gene Perturbation Signatures	1.0	null
SUPT6H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.29732
FOS::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.9814
BHLHE40	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.6081
SKA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32396
USP14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85504
PCDHB9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.065
VPS36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79527
GCDH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06785
LRSAM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98469
ANKRD13C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.58829
GSE135350_2_v_7_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC10015223-can-22-1444_supplementary_data_2_suppsd2.xlsx-K2-ATF3_peaks_Context3-Nearest_Ensembl_ATF3	Rummagene Transcription Factor Associations 2026	1.0	null
IFITM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47364
GSE168602,GSE168604_2_v_1_selumetinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06079
SPIB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.0533
FOS	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.9916
GSE112714_2_v_0_ctnnb1_human	RummaGEO Gene Perturbation Signatures	1.0	null
EYA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.36891
ISLR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78275
GSE164874_5_v_12_prednisolone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
EPN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03096
GSE185519_4_v_2_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PRKAR2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26592
ST6GALNAC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38029
GSE226249_5_v_6_pirfenidone_human	RummaGEO Drug Perturbation Signatures	1.0	null
BB-62-SZ35_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.248214
VAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7818
ITGAV	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86926
ANAPC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45958
OIP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37303
BACH2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.3599
ANKRD28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0803
GOLIM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5978
STRBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.71188
OGFR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.38443
GSE168401_2_v_0_harmine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE224311_3_v_2_chaetocin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC12696503-mmc2.xlsx-ST15_KD_RNA-seq_diff_expr-symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE182680,GSE182683_5_v_13_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GYS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60048
GSE205729,GSE205731_2_v_1_tazemetostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE227592_6_v_3_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE169356_0_v_5_ivermectin_human	RummaGEO Drug Perturbation Signatures	1.0	null
SNAI2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.5698
CHEK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.56491
GSE168401_1_v_0_harmine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE171177,GSE171181_1_v_2_e7107_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SLC38A4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19818
ZNF667	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.5983
GSE139455_7_v_6_stat3_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE182680,GSE182683_7_v_12_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE146982_7_v_5_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
IGFBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34262
FOSL2::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.3954
GSE253089_0_v_1_ephb2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CTNND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.63945
SCML1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47579
GSE182680,GSE182683_10_v_12_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
DCTN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72191
ZNF684	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.8841
FOSL1::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.429
ABI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00036
SRR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4982
GSE111247_2_v_7_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE140997_4_v_7_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
KIRREL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.95846
GSE224294_3_v_2_ngly1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE158320,GSE183351_2_v_3_lin28b_human	RummaGEO Gene Perturbation Signatures	1.0	null
MARCHF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.71158
H3C7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17511
GSE95386_0_v_1_trim24_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE143944_2_v_0_ribociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
DOK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25644
GSE234514,GSE234516_1_v_3_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
TP53INP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36867
APRT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04338
EGR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04374
GSE166783_3_v_2_tp53_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NKX2-5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.5391
GSE182680,GSE182683_5_v_4_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC12696503-mmc2.xlsx-ST15_KD_RNA-seq_diff_expr-ensembl_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE60217_1_v_9_inosine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Autistic disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.033
GSE182680,GSE182683_7_v_13_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
Prolymphocytic leukemia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.128
REL	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.5294
CDC37L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.68259
RAB42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29236
NUPR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19404
GSE143406_1_v_0_carfilzomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
NUTF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23342
BMS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70986
SRSF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32912
GSE210682_0_v_3_methadone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE219195_0_v_2_rbm12_human	RummaGEO Gene Perturbation Signatures	1.0	null
CCZ1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68438
DEGS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.04464
DLG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62962
GSE182680,GSE182683_5_v_11_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
WDR89	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08218
GSE140997_4_v_8_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE151090_2_v_4_verteporfin_human	RummaGEO Drug Perturbation Signatures	1.0	null
ANKRD13A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44603
Immunoglobulin complex, circulating	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.789
ZNF773	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12625
ZNF274	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.5493
ABHD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5093
GSE182680,GSE182683_0_v_2_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RABL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00363
JAK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40296
MGAT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.36072
FOS::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.7625
GSE146982_7_v_5_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC7687904-41598_2020_75770_MOESM1_ESM.xlsx-SP2-ENSGID_SP2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE182680,GSE182683_5_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
CRKL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.07723
GSE162892_4_v_5_isox_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE103068_0_v_1_volasertib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZMYND19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95461
IRF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04659
GSE182680,GSE182683_5_v_12_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
DBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2021
KLF13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.2348
TBC1D20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.04308
CPNE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.50773
SARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01051
FOS::JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.2011
ANAPC7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25039
ESRRA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27959
GEMIN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7697
TMEM170B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83099
TECR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03646
RALB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53796
KLK10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84816
BIN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05676
GSE131649_6_v_8_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
H2BC12L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06609
GTEx Brain 20-29 vs 30-39	GTEx Tissue-Specific Aging Signatures	1.0	3.49526
GSE182680,GSE182683_7_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE196962_4_v_3_parg_human	RummaGEO Gene Perturbation Signatures	1.0	null
RIOK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78931
TBCD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15795
SNX22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05181
GSE160817_0_v_1_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE180789_1_v_0_hnrnpc_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC11602576-mmc11.xlsx-ST12-Table_S12_Output_of_mash_model_of_milk_and_GTEx_eQTL_effects_Related_to_Figure_2_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
MDP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23974
ZNF93	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	136.904
RPF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85321
GSE146840,GSE146842_3_v_2_qrich1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PAX9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.6723
SCAMP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00624
GUCA1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81151
WDR36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23024
CREB3L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.7764
GSE165548_2_v_13_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZBED3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39355
DNTTIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27811
GSE150895,GSE150896_0_v_1_kif15_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PLPP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51489
BAX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57334
GSE227592_0_v_3_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FOSL2::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.4293
SULF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.89262
NFKB2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.8873
TCF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.8746
RIPOR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11223
GSE166783_1_v_2_tp53_human	RummaGEO Gene Perturbation Signatures	-1.0	null
interleukin-6 receptor complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.74
GSE110580_1_v_0_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
SNRPB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27991
GSE111247_2_v_6_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE193402_0_v_3_imatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC6335596-mmc2.xlsx-RNA-seq_Day_3_GATA6_Het-Genes_significantly_differentially_expressed_between_H9_and_GATA6_4ins_at_day_3_in_RNA-seq_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE200839,GSE233826_3_v_4_tnrc18_human	RummaGEO Gene Perturbation Signatures	1.0	null
MITF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31104
GSE210662_2_v_0_znf165_human	RummaGEO Gene Perturbation Signatures	1.0	null
PRDM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02794
GSE227592_10_v_3_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
DYNC1I2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03675
GSE168602,GSE168604_2_v_6_selumetinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07412
PMC11392820-41556_2024_1475_MOESM3_ESM.xlsx-Supplementary_Table_9-Supplementary_Table_9_Expression_level_of_OTX2_targeted_genes_n_999_related_to_Figure_6_OTX2	Rummagene Transcription Factor Associations 2026	1.0	null
POLR2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.14782
FBXO22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24698
RNF40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00259
GSE182680,GSE182683_7_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE121824,GSE121826_0_v_3_scaf8_human	RummaGEO Gene Perturbation Signatures	1.0	null
PRDM1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.3754
KRBA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24491
ZMAT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22907
PMC12079334-ADVS-12-2501734-s002.pdf-154-ENSG00000006194_ZNF263	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF222	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41934
CSNK1G3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54469
GSE131649_6_v_0_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE216043_11_v_2_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
HOXB9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.16989
THRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.9341
GSE183335,GSE183351_1_v_2_lin28b_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC12848082-41598_2025_33574_MOESM3_ESM.xlsx-MR-PRESSO_eQTL-Unnamed_1_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE210682_2_v_1_methadone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE182680,GSE182683_10_v_2_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PACS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34807
UMPS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01284
TRIR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33316
SNRPD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69454
ICAM5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02912
SNRPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.50757
FAM210A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48386
RELA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.3333
CDCA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50633
GSE135350_3_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE128730_0_v_2_neratinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PRELID1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.92763
CTAGE6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9923
NRF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.32044
USP19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5562
NXT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.49864
GSK3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48169
BATF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.4072
NMRK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.69012
BATF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.5867
BATF::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.4984
NAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42955
GSE216043_11_v_9_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
NRL	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.5883
QARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09249
GSE182680,GSE182683_7_v_2_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
T-cell prolymphocytic leukemia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.276
PMC8292420-41598_2021_94064_MOESM5_ESM.xlsx-Sheet1-Supplementary_Table_S4_AA_ESCC_SNVs_and_short_InDels_that_were_previously_identified_and_listed_in_COSMIC_database_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
COPS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9512
GSE145171_0_v_1_prox1_human	RummaGEO Gene Perturbation Signatures	1.0	null
chr16_11976565_T_C_b38	GTEx eQTL 2025	1.0	1.28339
SEMA3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52763
LRFN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12715
MPPE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46304
BLOC1S3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.63827
BPNT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.25041
GSE171837_1_v_2_bortezomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PPP2R5C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51285
ERF::SREBF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.7981
ZNF267	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3644
PMC9558712-Data_Sheet_2.xlsx-POU3F4_p_C327X_vs_CTRL-Unnamed_0_POU3F4	Rummagene Transcription Factor Associations 2026	1.0	null
PLBD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16288
HBS1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67484
ELK1::SREBF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.7236
GSE77108_0_v_2_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE171826_1_v_0_rosiglitazone_human	RummaGEO Drug Perturbation Signatures	1.0	null
SREBF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.5506
GSE77108_4_v_7_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MANSC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00812
TNFRSF18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68635