association	dataset	threshold value	standardized value
GTEX-S3XE-0826-SM-4AD4U	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC9377669-tx1c00392_si_002.xlsx-Lithium_Chloride-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-V955-2026-SM-3GAFA	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
SLC39A6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07305
GTEX-SNMC-1026-SM-4DM7K	GTEx Tissue Sample Gene Expression Profiles	1.0	1.1792
GSE150072,GSE169209_4_v_10_qser1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE129241_4_v_2_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PLPPR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02208
PMC9377669-tx1c00392_si_002.xlsx-Vismodegib-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
Perturb_4765_KO_DLG2_SRP315088	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	8.87613
GTEX-U4B1-0008-SM-4DXUW	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-PSDG-0005-SM-3GADC	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
TMA16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22661
GTEX-S4UY-0826-SM-4AD4Z	GTEx Tissue Sample Gene Expression Profiles	1.0	0.837162
GTEX-V955-0005-SM-3P5ZC	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-R55C-0008-SM-48FCF	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-UTHO-0011-R11A-SM-3GIJE	GTEx Tissue Sample Gene Expression Profiles	1.0	1.05656
GSE139455_7_v_6_stat3_human	RummaGEO Gene Perturbation Signatures	1.0	null
GTEX-T5JC-1926-SM-4DM6Q	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
NOP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.96374
thyroid	GTEx Tissue Gene Expression Profiles	1.0	1.41397
STAT3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.4747
GTEX-REY6-0126-SM-48FDT	GTEx Tissue Sample Gene Expression Profiles	1.0	0.95936
TEX30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04598
Perturb_2543_KD_SNHG7_SRP179498	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	3.05338
ATF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51446
PMC9377669-tx1c00392_si_002.xlsx-Methicilin-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-X4XX-2926-SM-3NMB1	GTEx Tissue Sample Gene Expression Profiles	1.0	1.43699
GSE113817_0_v_1_bach1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-QDVN-1626-SM-48TZC	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-WOFL-0726-SM-3MJG4	GTEx Tissue Sample Gene Expression Profiles	1.0	0.849166
REL	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.3529
GTEX-WOFM-1726-SM-3MJFA	GTEx Tissue Sample Gene Expression Profiles	-1.0	-0.829129
GTEX-WEY5-1326-SM-3GILS	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE160817_3_v_1_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-WFG8-0126-SM-4LVMH	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE205163,GSE205164_5_v_8_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
HEBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17533
GTEX-W5X1-0426-SM-3GILB	GTEx Tissue Sample Gene Expression Profiles	1.0	0.903106
GSE205163,GSE205164_1_v_4_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
HELZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55233
Vagina	GTEx Tissue Gene Expression Profiles 2023	1.0	2.09327
ZKSCAN8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12923
GTEX-XXEK-0005-SM-4BRWJ	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC9377669-tx1c00392_si_002.xlsx-Chlorophenamine-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-WH7G-0005-SM-3NMBX	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-XMD1-0011-R10A-SM-4AT4A	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
METTL23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03154
GTEX-PWCY-0005-SM-33HBP	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
SARS-CoV MA15_Day4-PFU-10^4_None_GSE33266	GEO Signatures of Differentially Expressed Genes for Viral Infections	1.0	1.33052
GTEX-SSA3-0226-SM-32QPN	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-WHSB-1626-SM-3LK6J	GTEx Tissue Sample Gene Expression Profiles	1.0	1.23302
GTEX-OXRP-2326-SM-2S1NL	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE182770,GSE182784_0_v_1_chd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-UJMC-0326-SM-3GAE2	GTEx Tissue Sample Gene Expression Profiles	1.0	2.22774
GTEX-V1D1-2126-SM-4JBH4	GTEx Tissue Sample Gene Expression Profiles	1.0	1.03344
POLR2F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.86204
GTEX-RUSQ-2126-SM-47JXK	GTEx Tissue Sample Gene Expression Profiles	1.0	0.883065
PMC8709578-elife-69843-supp2.xlsx-MIX_Ctr-Gene_Name_MIXL1	Rummagene Transcription Factor Associations 2026	1.0	null
Perturb_8781_KO_DNMT3A/DNMT3B_SRP186642	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-18.0269
GTEX-U3ZH-1526-SM-4DXV1	GTEx Tissue Sample Gene Expression Profiles	1.0	0.852571
GTEX-PLZ4-1226-SM-2I5FE	GTEx Tissue Sample Gene Expression Profiles	1.0	1.35601
GTEX-U8XE-0126-SM-4E3I3	GTEx Tissue Sample Gene Expression Profiles	1.0	1.52733
GTEX-RNOR-2226-SM-2TF5O	GTEx Tissue Sample Gene Expression Profiles	1.0	1.44436
GTEX-U8XE-1526-SM-4E3HT	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC9377669-tx1c00392_si_002.xlsx-9-cis_retinoic_acid-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GPATCH4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36506
ZNF771	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08415
STEEP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12909
GTEX-VJYA-0426-SM-3GIJK	GTEx Tissue Sample Gene Expression Profiles	1.0	0.963244
GSE205163,GSE205164_1_v_8_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE173394_1_v_0_nfatc2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GTEX-S3XE-1826-SM-3K2B4	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Perturb_9922_KD_PCBP2_SRP013565	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	4.11216
PrefrontalCortex	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-0.98718
GSE130396_0_v_2_braf_human	RummaGEO Gene Perturbation Signatures	1.0	null
PCBD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.63233
SGPL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14042
GTEX-NPJ8-2126-SM-3MJGK	GTEx Tissue Sample Gene Expression Profiles	1.0	1.21049
SOX13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.8552
GTEX-SIU7-0006-SM-2XCE6	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE154577_7_v_9_plagl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NANOG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29966
GTEX-X585-0011-R11B-SM-46MUZ	GTEx Tissue Sample Gene Expression Profiles	1.0	1.39698
GTEX-U3ZM-0326-SM-4DXUJ	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-Q2AI-1726-SM-2S1PZ	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC9377669-tx1c00392_si_002.xlsx-Retinol-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
RBM14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09045
GTEX-QVUS-0626-SM-447CC	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-S32W-2426-SM-2XCAT	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
dexamethasone_homo sapiens_gpl6244_gse20963	GEO Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE205976,GSE205978_1_v_4_cep83_human	RummaGEO Gene Perturbation Signatures	1.0	null
FOXH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.38883
GTEX-N7MT-1226-SM-2D7W4	GTEx Tissue Sample Gene Expression Profiles	1.0	1.93128
GTEX-SIU7-1126-SM-2XCDW	GTEx Tissue Sample Gene Expression Profiles	1.0	2.63967
Perturb_8898_KD_IGF2BP1_SRP359044	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-8.61799
GTEX-X261-0011-R11A-SM-4E3JY	GTEx Tissue Sample Gene Expression Profiles	1.0	1.07549
TBC1D3K	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18574
GSE183474_1_v_0_lats1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-S4P3-1526-SM-3K2AV	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Perturb_4764_KO_DLG2_SRP315088	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	7.05759
TM6SF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06081
GSE240444_2_v_3_idasanutlin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE172458_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE74251_2_v_1_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GTEX-Q2AH-0726-SM-2I3EA	GTEx Tissue Sample Gene Expression Profiles	1.0	0.944635
NDUFA8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39761
GSE210662_3_v_1_znf165_human	RummaGEO Gene Perturbation Signatures	-1.0	null
VHL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70521
GTEX-XBED-0126-SM-47JY7	GTEx Tissue Sample Gene Expression Profiles	1.0	0.975841
GTEX-XAJ8-0006-SM-46MVM	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-R55D-0008-SM-48FEV	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE112202_5_v_2_digoxin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE182680,GSE182683_5_v_6_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEX-RWS6-0005-SM-2XCAN	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-T2IS-0826-SM-4DM6L	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-N7MT-0007-SM-3GACQ	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE144500_7_v_6_ventx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-OIZH-2126-SM-3NB1P	GTEx Tissue Sample Gene Expression Profiles	1.0	0.977565
SMARCA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48541
COPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26136
PHLDB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03931
GSE150895,GSE150896_0_v_1_kif15_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-SSA3-0126-SM-32QPU	GTEx Tissue Sample Gene Expression Profiles	1.0	0.869955
GTEX-S32W-1026-SM-4AD5W	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-P4QT-2626-SM-2I3FM	GTEx Tissue Sample Gene Expression Profiles	1.0	1.4612
GTEX-R55C-0005-SM-3GAE9	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
TAF5L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54392
ZNHIT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00952
Perturb_11543_KD_DHX9_SRP175176	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	2.89166
PRR11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.07358
GTEX-Q2AG-2926-SM-2HMJ3	GTEx Tissue Sample Gene Expression Profiles	1.0	1.02084
GTEX-QMR6-0011-R1A-SM-32PKW	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-RU72-0126-SM-2TF6Z	GTEx Tissue Sample Gene Expression Profiles	1.0	1.6614
Perturb_5047_KO_SYTL3_ERP126655	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
CPS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66273
GTEX-WHWD-2426-SM-3LK6S	GTEx Tissue Sample Gene Expression Profiles	-1.0	-0.826438
CDAN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39501
GTEX-XQ8I-1926-SM-4BOOK	GTEx Tissue Sample Gene Expression Profiles	1.0	0.849236
PMC12356745-12015_2025_10896_MOESM2_ESM.pdf-866-ENSG00000141956_PRDM15	Rummagene Transcription Factor Associations 2026	1.0	null
GSE171180,GSE171181_0_v_1_e7107_human	RummaGEO Drug Perturbation Signatures	1.0	null
TAF6L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05938
MDS - Myelodysplastic syndrome_Bone marrow stem cell_GSE4619	GEO Signatures of Differentially Expressed Genes for Diseases	-1.0	-1.35334
GTEX-UTHO-2926-SM-3P5Z9	GTEx Tissue Sample Gene Expression Profiles	1.0	1.12593
GTEX-Q2AG-0011-R11A-SM-2HMKZ	GTEx Tissue Sample Gene Expression Profiles	1.0	2.96786
Perturb_8912_KO_NUDT21_SRP323081	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
FMNL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37477
GTEX-PLZ5-1526-SM-3P5ZX	GTEx Tissue Sample Gene Expression Profiles	1.0	1.07785
PMC2866657-pone.0010547.s003.xls-ERG_corr-Genes_correlated_anticorrelated_to_ERG_ERG	Rummagene Transcription Factor Associations 2026	1.0	null
CBLL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3183
GTEX-XYKS-0008-SM-4BRW6	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-WFG7-0005-SM-3GIKM	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-SIU7-0226-SM-4BRX2	GTEx Tissue Sample Gene Expression Profiles	-1.0	-0.834398
GTEX-QMRM-1726-SM-2S1QG	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
TTC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17727
GTEX-NPJ8-1526-SM-2D7VU	GTEx Tissue Sample Gene Expression Profiles	1.0	0.95261
KDM4C_natural variation_GSE41040_590_human_fibroblasts fron neonatal foreskin	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
GTEX-T5JW-0008-SM-4DM5X	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-PVOW-0008-SM-48TE8	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-T8EM-0006-SM-3DB71	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-S4Q7-1226-SM-4AD5I	GTEx Tissue Sample Gene Expression Profiles	1.0	1.04088
GSE205163,GSE205164_3_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TXNDC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57137
GTEX-QVUS-0008-SM-447AY	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-P4PP-0005-SM-2HMKX	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-XUZC-0126-SM-4BOO6	GTEx Tissue Sample Gene Expression Profiles	1.0	1.00679
Perturb_8658_KO_TP53_SRP251281	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	20.0
GTEX-REY6-0526-SM-2TF5M	GTEx Tissue Sample Gene Expression Profiles	1.0	0.945129
Adenocarcinoma of lung_Lung Tissue_GSE11969	GEO Signatures of Differentially Expressed Genes for Diseases	1.0	1.37545
GSE140997_2_v_1_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-QEL4-0726-SM-3GIJ5	GTEx Tissue Sample Gene Expression Profiles	1.0	1.99738
GTEX-NL3H-0011-R6a-SM-2I3G8	GTEx Tissue Sample Gene Expression Profiles	1.0	1.07893
GTEX-XQ8I-0006-SM-4BOQ5	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-P4QS-2626-SM-2I3EV	GTEx Tissue Sample Gene Expression Profiles	1.0	2.52834
KLHL25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37001
Thymus-thymocyte	Tabula Sapiens Gene-Cell Associations	1.0	5.05301
GTEX-S341-2026-SM-2XCAA	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Perturb_9819_KD_HEB_SRP103740	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-2.34443
GTEX-R55F-0005-SM-2TF4W	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Ebolavirus(EBOV)_2day_PBMCs_17725815_GSE8317	GEO Signatures of Differentially Expressed Genes for Viral Infections	1.0	1.95006
GTEX-XQ3S-2726-SM-4BOP2	GTEx Tissue Sample Gene Expression Profiles	1.0	1.03946
GSE213650_3_v_1_everolimus_human	RummaGEO Drug Perturbation Signatures	1.0	null
GTEX-X4XX-0926-SM-46MV7	GTEx Tissue Sample Gene Expression Profiles	1.0	1.52111
GTEX-NFK9-0726-SM-2HMJW	GTEx Tissue Sample Gene Expression Profiles	1.0	2.71458
ZNF394	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01068
GTEX-XAJ8-0126-SM-47JYG	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-QLQW-1026-SM-447A9	GTEx Tissue Sample Gene Expression Profiles	1.0	0.922371
GTEX-XGQ4-0426-SM-4AT4I	GTEx Tissue Sample Gene Expression Profiles	1.0	1.31117
PMC9950457-mmc3.xlsx-GRHL2_overexpression_DOWN-gene_GRHL2	Rummagene Transcription Factor Associations 2026	1.0	null
CDK4_knockdown_143_GSE31912	GEO Signatures of Differentially Expressed Genes for Kinase Perturbations	1.0	1.1128
FAM220A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70711
GTEX-SE5C-0926-SM-4BRUF	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-WEY5-0526-SM-3GIKZ	GTEx Tissue Sample Gene Expression Profiles	1.0	0.909442
Adrenal Gland	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.644497
TPSG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53625
RRP36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.03985
bcor_22012066_cn_aml_lof_human_gpl570_gds4280	GEO Signatures of Differentially Expressed Genes for Transcription Factor Perturbations	-1.0	-0.040235
Perturb_13689_KD_TFEB_SRP033784	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	13.5431
GSE168587,GSE168752_3_v_1_tp53_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-OIZH-2626-SM-2HMJM	GTEx Tissue Sample Gene Expression Profiles	1.0	1.19332
OARD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52221
GSE147669_2_v_1_tram2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GTEX-PWCY-0426-SM-48TCW	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-QCQG-1726-SM-3GIJ9	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-QCQG-1426-SM-48U22	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-T8EM-1826-SM-4DM7F	GTEx Tissue Sample Gene Expression Profiles	1.0	1.22626
GTEX-WFJO-0626-SM-4LVMC	GTEx Tissue Sample Gene Expression Profiles	1.0	1.08617
PITPNB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60473
GTEX-WWYW-3026-SM-3NB36	GTEx Tissue Sample Gene Expression Profiles	1.0	1.24026
PMC9377669-tx1c00392_si_002.xlsx-MethylMerc-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Teriflunomide-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-T5JC-2326-SM-32PMR	GTEx Tissue Sample Gene Expression Profiles	1.0	0.901772
PMC9377669-tx1c00392_si_002.xlsx-1160_PS-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF677	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.1822
GTEX-UJMC-0726-SM-3GADX	GTEx Tissue Sample Gene Expression Profiles	1.0	0.828148
GTEX-RN64-2326-SM-48FDW	GTEx Tissue Sample Gene Expression Profiles	1.0	1.34502
GTEX-P44H-0011-R4A-SM-2XCEW	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Perturb_8900_KD_SRF_SRP359044	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-17.0236
GTEX-XMD1-0011-R11A-SM-4AT5J	GTEx Tissue Sample Gene Expression Profiles	1.0	1.08318
PAX5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.1445
GTEX-T8EM-0126-SM-4DM5R	GTEx Tissue Sample Gene Expression Profiles	1.0	0.967783
PMC5795782-supp_gad.302646.117_Supplemental_Table_S1.xlsx-Table_S1_1-Supplemental_Table_S1_1_Genes_significantly_downregulated_by_ARID5B_knockdown_ARID5B	Rummagene Transcription Factor Associations 2026	1.0	null
STK33_NOMO	MSigDB Signatures of Differentially Expressed Genes for Cancer Gene Perturbations	-1.0	null
Perturb_8482_KD_DAP5_SRP073613	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	17.2588
GTEX-U3ZM-1626-SM-4DXSK	GTEx Tissue Sample Gene Expression Profiles	1.0	1.4912
GTEX-UTHO-0006-SM-3NMCC	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-U4B1-1426-SM-4DXTX	GTEx Tissue Sample Gene Expression Profiles	1.0	1.45798
GTEX-WFG7-0001-SM-3P61S	GTEx Tissue Sample Gene Expression Profiles	-1.0	-0.841635
GTEX-OOBJ-2126-SM-3NB1N	GTEx Tissue Sample Gene Expression Profiles	1.0	1.56403
FOXP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09304
GTEX-V955-1926-SM-4KL1L	GTEx Tissue Sample Gene Expression Profiles	1.0	1.05657
TMEM214	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00467
PMC9377669-tx1c00392_si_002.xlsx-Entinostat-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
FEZF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.2453
PMC2866657-pone.0010547.s001.xls-ERG-high-GENES_UPREGULATED_IN_ERGhigh_ERG	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-R55E-0011-R9A-SM-2TC6C	GTEx Tissue Sample Gene Expression Profiles	1.0	0.89545
PMC9377669-tx1c00392_si_002.xlsx-Doxylamine-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GYS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36445
GTEX-TSE9-0005-SM-4DXUF	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-Q2AG-0526-SM-2S1PW	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-WZTO-0011-R11A-SM-4E3K9	GTEx Tissue Sample Gene Expression Profiles	1.0	0.946076
GTEX-T6MN-0011-R9A-SM-32QOZ	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-VJYA-1126-SM-3GIJU	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
HEXIM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13058
SLC25A25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42346
GTEX-QV31-0126-SM-447BP	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Perturb_6630_KO_TEAD1_SRP315348	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-7.92635
COG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00075
GTEX-UTHO-0011-R3A-SM-3GIK8	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-NFK9-0006-SM-3GACS	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-SE5C-0526-SM-2XCE1	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Perturb_8994_KD_CCDC144NLAS1_SRP135858	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	20.0
GSE140936,GSE140938_2_v_1_slfn11_human	RummaGEO Gene Perturbation Signatures	1.0	null
MCM6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17309
GTEX-NFK9-1626-SM-3LK5J	GTEx Tissue Sample Gene Expression Profiles	1.0	0.852752
GTEX-RU72-0011-R6A-SM-2TF71	GTEx Tissue Sample Gene Expression Profiles	1.0	0.878132
GTEX-WOFL-0006-SM-3TW8K	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC7217064-IJC-146-3354-s005.xlsx-Table_S6-Supplementary_Table_S6_Genes_significantly_upregulated_in_OC2-transfected_MKN74_cell_compared_to_control_ONECUT2	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-XLM4-0005-SM-4AT4P	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
IPO13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41605
GTEX-U4B1-1526-SM-4DXSL	GTEx Tissue Sample Gene Expression Profiles	1.0	1.36192
ZNF845	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16405
ANAPC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51987
PLBD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27447
GTEX-QVJO-1325-SM-2S1QX	GTEx Tissue Sample Gene Expression Profiles	1.0	1.70056
GTEX-S33H-0008-SM-4AD6C	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-W5X1-0006-SM-3GIJZ	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
SREBF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.9845
CLEC11A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56545
GTEX-PVOW-0426-SM-2XCF8	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
ZNF135	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	56.2215
USP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04641
GTEX-OXRL-2626-SM-2I3F1	GTEx Tissue Sample Gene Expression Profiles	1.0	1.218
GTEX-XUW1-0008-SM-4BOQH	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-WK11-0006-SM-3NB3J	GTEx Tissue Sample Gene Expression Profiles	-1.0	-0.833456
GTEX-XLM4-0011-R7A-SM-4AT5L	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Perturb_8156_KD_FTO_SRP013565	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	1.6005
LRRC37B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.34137
GSE116930,GSE116935_3_v_0_hes7_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Leflunomide-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
NCAPH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42911
GTEX-XQ3S-0626-SM-4BOOB	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-RVPV-0008-SM-47JYW	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC10679662-mmc2.xlsx-NC-D5-ZEB2-siRNA-Upregulated-Gene_Symbol_ZEB2	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-SJXC-0005-SM-2XCE7	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC6335596-mmc2.xlsx-RNA-seq_Day_3_GATA6_Het-Unnamed_13_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-POMQ-0006-SM-33HBY	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-R55G-0006-SM-2TC6O	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
MAFF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.0159
PMC9377669-tx1c00392_si_002.xlsx-Magnesium_Cl-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-T2IS-0011-R2A-SM-32QPF	GTEx Tissue Sample Gene Expression Profiles	-1.0	-0.837723
GTEX-S4Q7-1026-SM-4AD75	GTEx Tissue Sample Gene Expression Profiles	1.0	2.11519
GTEX-S4P3-0726-SM-4AD57	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-P4QR-0006-SM-2I5GN	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC9377669-tx1c00392_si_002.xlsx-Methorexate-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
CIAPIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25698
GTEX-NPJ7-2826-SM-2I3FU	GTEx Tissue Sample Gene Expression Profiles	1.0	1.94932
GTEX-S7PM-0626-SM-4AD4Q	GTEx Tissue Sample Gene Expression Profiles	1.0	1.66683
BRCA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47068
GSE217776,GSE217829_1_v_6_sgf29_human	RummaGEO Gene 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
GTEX-PLZ6-0008-SM-48TD5	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC9899501-NIHMS1869252-supplement-Table_S4.xlsx-REACTOME_CUTOFF_2_5_TOTAL-HAND1_HAND1	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-TKQ1-0926-SM-4DXU2	GTEx Tissue Sample Gene Expression Profiles	1.0	0.836724
GTEX-QEL4-0326-SM-3GAE5	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE205976,GSE205978_2_v_4_cep83_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE182680,GSE182683_0_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZBTB12	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.3382
KLK5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12597
GTEX-RVPV-0011-R11A-SM-2TF6F	GTEx Tissue Sample Gene Expression Profiles	1.0	1.61552
ATXN7L3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00085
DDX42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22859
Uterus	GTEx Tissue Gene Expression Profiles 2023	1.0	0.848831
GSE154577_7_v_12_plagl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE140997_10_v_1_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-Q2AH-2026-SM-2S1PX	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC9377669-tx1c00392_si_002.xlsx-Famotidine-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
Perturb_2916_KD_FOXO1_SRP192099	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-20.0
PMC12356745-12015_2025_10896_MOESM2_ESM.pdf-417-PRDM15_PRDM15	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-RVPU-0011-R9A-SM-3NM8E	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE174498,GSE174500_2_v_7_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RBM12B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22949
Down Syndrome	DisGeNET Gene-Disease Associations	1.0	null
THOC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49087
GSE235066_4_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GTEX-R55F-1226-SM-2TF59	GTEx Tissue Sample Gene Expression Profiles	1.0	1.80042
SLC35F6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04733
DDX10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5935
TXNDC15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1302
GTEX-QDVN-0926-SM-2I5GL	GTEx Tissue Sample Gene Expression Profiles	1.0	1.21138
GTEX-S95S-1426-SM-2XCDM	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC9377669-tx1c00392_si_002.xlsx-Carbamazepin-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
PMC8185471-mmc6.xlsx-up-_and_downregulated_genes-Day_6_SOX15-_-_upregulated_and_downregulated_genes_nearby_shared_FO_and_FC_regions_respectively_Related_to_Figure_6_SOX15	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-XGQ4-2026-SM-4AT6G	GTEx Tissue Sample Gene Expression Profiles	1.0	0.869634
GTEX-VJYA-1326-SM-3GIJC	GTEx Tissue Sample Gene Expression Profiles	1.0	0.913687
GTEX-XXEK-0426-SM-4BRVW	GTEx Tissue Sample Gene Expression Profiles	1.0	0.920307
GTEX-TSE9-0011-R8A-SM-3DB7R	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-S4Q7-1626-SM-3K2AE	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Perturb_4873_KO_EZH2_SRP095403	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	2.83111
GTEX-WH7G-1526-SM-4LVMX	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-W5WG-0006-SM-3GIJT	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
SZRD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87366
GTEX-SE5C-0006-SM-4BRW5	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-XMK1-1026-SM-4B65H	GTEx Tissue Sample Gene Expression Profiles	1.0	1.69685
GTEX-XMD1-0008-SM-4AT41	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE240896,GSE240899_5_v_4_ccnt1_human	RummaGEO Gene Perturbation Signatures	1.0	null
MOCS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10571
GTEX-OXRK-0626-SM-2HMJ5	GTEx Tissue Sample Gene Expression Profiles	1.0	0.989652
GTEX-OIZI-0005-SM-2XCED	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-R55E-0011-R11A-SM-2TC6I	GTEx Tissue Sample Gene Expression Profiles	1.0	1.99648
CCNA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51545
TP73	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.1383
GTEX-QV44-0826-SM-2S1RG	GTEx Tissue Sample Gene Expression Profiles	1.0	2.23823
GTEX-QVUS-0011-R9A-SM-3GIJA	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-PWCY-2326-SM-2I3EQ	GTEx Tissue Sample Gene Expression Profiles	1.0	1.4783
GTEX-XOTO-2826-SM-4B65I	GTEx Tissue Sample Gene Expression Profiles	1.0	1.44327
SLITRK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78026
GSE138633_2_v_0_bag3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-QVJO-0526-SM-447CE	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
MRPL19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.11983
GTEX-RN64-0008-SM-48FEZ	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
CFAP126	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02096
GTEX-S3XE-0126-SM-4AD4R	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Complete Trisomy 21 Syndrome	DisGeNET Gene-Disease Associations	1.0	null
GTEX-OHPM-0008-SM-4E3IP	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-R55D-0006-SM-3GIJS	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-UJHI-1226-SM-4IHLR	GTEx Tissue Sample Gene Expression Profiles	1.0	0.909577
GTEX-POYW-0826-SM-2XCEM	GTEx Tissue Sample Gene Expression Profiles	1.0	1.68
GTEX-N7MS-0126-SM-3TW8O	GTEx Tissue Sample Gene Expression Profiles	1.0	1.76912
RDM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20533
GTEX-WFON-0526-SM-4LVLY	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE205163,GSE205164_2_v_8_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE160817_3_v_6_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TSACC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00556
GTEX-U412-0426-SM-3DB9O	GTEx Tissue Sample Gene Expression Profiles	1.0	0.858043
MYB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.7996
MED15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13349
UCHL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18102
GTEX-PWOO-0926-SM-2I3EC	GTEx Tissue Sample Gene Expression Profiles	1.0	1.14638
LGI4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22039
GSE234289_4_v_0_rfx6_human	RummaGEO Gene Perturbation Signatures	1.0	null
RNASE8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35827
GTEX-XBEC-0126-SM-4GIDT	GTEx Tissue Sample Gene Expression Profiles	1.0	0.907166
GTEX-UPK5-0006-SM-3GAD8	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-XK95-0008-SM-4AT5G	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-U3ZN-0008-SM-4DXTL	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
RPL7A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00681
GTEX-WFG7-1826-SM-3GIL1	GTEx Tissue Sample Gene Expression Profiles	1.0	1.69543
GTEX-NPJ8-2526-SM-2HML8	GTEx Tissue Sample Gene Expression Profiles	1.0	1.22542
GTEX-WH7G-1726-SM-4LVKY	GTEx Tissue Sample Gene Expression Profiles	1.0	3.35021
GTEX-X5EB-0006-SM-46MV5	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-SNOS-1026-SM-4DM4Y	GTEx Tissue Sample Gene Expression Profiles	1.0	1.36316
GTEX-XPVG-2226-SM-4B65U	GTEx Tissue Sample Gene Expression Profiles	1.0	1.14506
PRR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.13276
GSE174498,GSE174500_3_v_8_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEX-QDT8-3026-SM-32PKB	GTEx Tissue Sample Gene Expression Profiles	1.0	0.854493
GTEX-WEY5-0006-SM-3GIKG	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-RNOR-0011-R4A-SM-3GAD3	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Heart	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-1.47853
GTEX-V1D1-1926-SM-4JBGX	GTEx Tissue Sample Gene Expression Profiles	1.0	0.854864
GTEX-NL4W-0008-SM-4E3I2	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
ZBTB18	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.2166
Asthma_Epithelial Cell_GSE4302	GEO Signatures of Differentially Expressed Genes for Diseases	1.0	1.55654
METTL7A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55326
GSE163282_12_v_10_aspirin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Dhori Virus_12Hour_20090954_GSE17400	GEO Signatures of Differentially Expressed Genes for Viral Infections	-1.0	-1.95251
ZNF770	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	53.7439
GTEX-WZTO-2826-SM-3NM8P	GTEx Tissue Sample Gene Expression Profiles	1.0	0.920973
PMC9377669-tx1c00392_si_002.xlsx-Sucralose-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-TML8-0005-SM-32QPA	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-XXEK-0004-SM-4BRWO	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-TMZS-0006-SM-3DB8G	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
LTV1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12868
ETV5::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.9519
FOXO1::ELK3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.7857
GTEX-T6MO-1726-SM-33HB8	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
COL16A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72263
PMC9377669-tx1c00392_si_002.xlsx-Favipiravir-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
Perturb_8481_KD_DAP5_SRP073613	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	20.0
GTEX-QDT8-0006-SM-32PL3	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Perturb_8659_KO_TP53_SRP251281	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	20.0
GTEX-T6MN-0011-R2A-SM-32QOW	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-UJHI-0226-SM-4IHJL	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE182680,GSE182683_0_v_8_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE235587_2_v_1_mitoxantrone_human	RummaGEO Drug Perturbation Signatures	1.0	null
prostate	GTEx Tissue Gene Expression Profiles	1.0	1.42045
GTEX-V1D1-0008-SM-4JBIJ	GTEx Tissue Sample Gene Expression Profiles	-1.0	-0.831249
CSPG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03862
GTEX-REY6-2126-SM-48FD9	GTEx Tissue Sample Gene Expression Profiles	1.0	0.986612
GTEX-WWYW-0011-R11A-SM-3NB38	GTEx Tissue Sample Gene Expression Profiles	1.0	1.21624
GTEX-PWOO-2426-SM-2S1OV	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
FUBP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10287
GSE205163,GSE205164_3_v_7_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
nicotine_myzus persicae_gpl9470_gse18658	GEO Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GTEX-RNOR-0008-SM-48FEY	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-Q2AI-1226-SM-48U14	GTEx Tissue Sample Gene Expression Profiles	1.0	0.949446
GTEX-PLZ6-1126-SM-3P5ZR	GTEx Tissue Sample Gene Expression Profiles	1.0	1.43777
Perturb_7930_KD_ZCCHC8/ZFC3H1_SRP222099	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-1.59109
GTEX-RWSA-1426-SM-47JXA	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-WXYG-0226-SM-3NB2Y	GTEx Tissue Sample Gene Expression Profiles	1.0	1.1055
GSE174498,GSE174500_3_v_1_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE150895,GSE150896_0_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE182680,GSE182683_0_v_6_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEX-XAJ8-0226-SM-4GIB2	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-OIZH-0005-SM-2HMJN	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
CardiacMyocytes	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-2.47642
Perturb_8662_KO_TP53_SRP251281	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	20.0
GTEX-QMRM-0008-SM-447B1	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE174498,GSE174500_2_v_1_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEX-R55G-0008-SM-48FEX	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
UBR5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30805
cSARS Bat SRBD_12Hour_None_GSE37827	GEO Signatures of Differentially Expressed Genes for Viral Infections	1.0	1.57893
GTEX-R55D-0926-SM-3GAEU	GTEx Tissue Sample Gene Expression Profiles	1.0	0.992659
KAT8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16125
GTEX-P4PP-1626-SM-2HMJF	GTEx Tissue Sample Gene Expression Profiles	1.0	0.892261
GSE182680,GSE182683_0_v_11_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
OPTN_KD_GDS2892_268_human_HeLa	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
GTEX-QVUS-0006-SM-3GAE8	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Perturb_8936_Mut_RB1_SRP220467	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	2.22799
ZNF574	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.5573
PMC8423434-mmc7.xlsx-KLF4_HENSM-Genes_n_2172_KLF4	Rummagene Transcription Factor Associations 2026	1.0	null
FAM72A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16347
GTEX-OOBK-0008-SM-3NB27	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE85880,GSE85881_0_v_2_tretinoin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE182680,GSE182683_7_v_8_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GTEX-WVLH-0011-R8A-SM-3MJFC	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-XK95-1026-SM-4GIDV	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE240896,GSE240899_3_v_0_ccnt1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-RVPU-0005-SM-2TF6L	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-OIZG-0008-SM-4E3J2	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-S4Z8-0006-SM-3K2AQ	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
TCF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08066
GTEX-T6MO-0226-SM-32QOL	GTEx Tissue Sample Gene Expression Profiles	1.0	1.16958
GTEX-U3ZM-0926-SM-4DXSW	GTEx Tissue Sample Gene Expression Profiles	1.0	0.964803
retina	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-0.847365
HSP90AA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71116
DYNC1I2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74363
GTEX-OIZH-2026-SM-3NB1M	GTEx Tissue Sample Gene Expression Profiles	1.0	1.52975
GTEX-SN8G-0006-SM-32PLD	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC5682285-41467_2017_1744_MOESM8_ESM.xlsx-Change_in_both_CSDE1_KD_hESCs-hgnc_symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
RTCA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18257
PDIK1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08521
GTEX-QV31-1426-SM-2S1QD	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-OXRK-0008-SM-3NB28	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
adrenal gland	GTEx Tissue Gene Expression Profiles	-1.0	-0.999951
GTEX-WWYW-0826-SM-3NB2X	GTEx Tissue Sample Gene Expression Profiles	1.0	1.39402
GTEX-OIZI-0226-SM-2XCEE	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
RBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44329
GSE130396_0_v_2_neratinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GTEX-QVJO-0011-R6A-SM-2S1QN	GTEx Tissue Sample Gene Expression Profiles	1.0	1.35821
PMC12082684-NIHMS2076719-supplement-6.xlsx-HAND1_bound_LTR2B-Entrez_ID_HAND1	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-S4Q7-0006-SM-3K2AT	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-P44H-0011-R8A-SM-2XCEL	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GOT1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10617
WDR75	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66063
PMC5682285-41467_2017_1744_MOESM8_ESM.xlsx-Change_in_both_CSDE1_KD_hESCs-gene_short_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE216043_7_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MIB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78052
GTEX-XYKS-0426-SM-4BRW4	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
pioglitazone_mus musculus_gpl2897_gse8806	GEO Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
GSE262134_0_v_1_dnajc12_human	RummaGEO Gene Perturbation Signatures	1.0	null
RBM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13847
GTEX-S7PM-0008-SM-3NM9Q	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Perturb_4889_OE_BCL2L1_SRP131666	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-2.07921
GTEX-UJMC-0005-SM-3GACU	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-RN64-0126-SM-2TC68	GTEx Tissue Sample Gene Expression Profiles	1.0	1.01707
SPCS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26936
GSE182680,GSE182683_0_v_2_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SLC35E2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10895
GTEX-XBED-1326-SM-4AT4F	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE205163,GSE205164_5_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
UBAP2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04745
PMC12082684-NIHMS2076719-supplement-6.xlsx-HAND1_peaks-Entrez_ID_HAND1	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-NPJ8-0011-R11A-SM-2YUMS	GTEx Tissue Sample Gene Expression Profiles	1.0	2.29088
Perturb_5243_KO_E2A_SRP272063	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	20.0
GTEX-X4EP-0626-SM-3P621	GTEx Tissue Sample Gene Expression Profiles	1.0	0.921513
GTEX-NPJ8-0326-SM-2D7VV	GTEx Tissue Sample Gene Expression Profiles	1.0	0.963494
GTEX-PSDG-0726-SM-2I5FN	GTEx Tissue Sample Gene Expression Profiles	1.0	2.07154
GTEX-SUCS-0226-SM-32PLQ	GTEx Tissue Sample Gene Expression Profiles	1.0	0.953069
GTEX-SNOS-0226-SM-32PLR	GTEx Tissue Sample Gene Expression Profiles	1.0	1.1675
RB1_KD_GSE50532_659_human_OSTEOBLASTS	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
EEF1D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72936
PAX5_OE_GDS4978_547_human_L428	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	null
YTHDF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14239
GTEX-NPJ8-2626-SM-2D7W2	GTEx Tissue Sample Gene Expression Profiles	1.0	3.7283
PTTG1IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01033
GTEX-T2IS-1126-SM-4DM6Z	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-UPIC-0005-SM-3GACV	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-O5YT-2126-SM-3MJGD	GTEx Tissue Sample Gene Expression Profiles	1.0	0.937292
HINFP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44602
GTEX-WFG8-2326-SM-3GILF	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-VJYA-1426-SM-4KL1Y	GTEx Tissue Sample Gene Expression Profiles	1.0	0.841206
ASGR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42295
FOXR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26405
GTEX-RM2N-1426-SM-2TF4H	GTEx Tissue Sample Gene Expression Profiles	1.0	1.15979
OTX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.6199
GTEX-S341-0226-SM-2XCAX	GTEx Tissue Sample Gene Expression Profiles	1.0	1.41495
GTEX-SJXC-0226-SM-2XCDU	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC9377669-tx1c00392_si_002.xlsx-5_5-Diphenylhydantoin-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
BCAS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27404
GTEX-WHSE-0011-R11A-SM-3P5YY	GTEx Tissue Sample Gene Expression Profiles	1.0	1.24517
GTEX-S4P3-0326-SM-4AD6P	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
METAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41029
GTEX-P4PP-2026-SM-3P61N	GTEx Tissue Sample Gene Expression Profiles	1.0	1.00697
GTEX-NL3H-0006-SM-2I3FW	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE226249_2_v_8_pirfenidone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEX-S7SE-2526-SM-2XCDL	GTEx Tissue Sample Gene Expression Profiles	1.0	1.01136
GTEX-PX3G-0008-SM-48U2L	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
ZNF524	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.7498
PFDN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25441
GTEX-SNOS-1126-SM-4DM67	GTEx Tissue Sample Gene Expression Profiles	1.0	1.00735
GTEX-QVJO-0126-SM-3GIK4	GTEx Tissue Sample Gene Expression Profiles	1.0	0.82869
GTEX-RU72-0011-R11A-SM-2TF6J	GTEx Tissue Sample Gene Expression Profiles	1.0	1.38924
GTEX-SNMC-0926-SM-4DM5U	GTEx Tissue Sample Gene Expression Profiles	1.0	1.11551
GTEX-SE5C-1226-SM-4BRWV	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-N7MS-2526-SM-2D7W3	GTEx Tissue Sample Gene Expression Profiles	1.0	1.46812
GTEX-V1D1-0926-SM-4JBHQ	GTEx Tissue Sample Gene Expression Profiles	1.0	0.948039
TADA2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40553
GTEX-S33H-1826-SM-4AD65	GTEx Tissue Sample Gene Expression Profiles	1.0	1.47792
GTEX-R3RS-0126-SM-3GIJL	GTEx Tissue Sample Gene Expression Profiles	1.0	0.970169
PMC5682285-41467_2017_1744_MOESM8_ESM.xlsx-Change_in_both_CSDE1_KD_hESCs-gene_id_AR	Rummagene Transcription Factor Associations 2026	1.0	null
16397242-Table1	GeneSigDB Published Gene Signatures	1.0	null
Perturb_7916_KD_TOP3A/TOP1MT_SRP372079	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	3.7341
BTN2A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12448
GTEX-SIU8-0006-SM-2XCE5	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-RWS6-0008-SM-47JYV	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-XAJ8-1326-SM-47JYT	GTEx Tissue Sample Gene Expression Profiles	1.0	1.98915
GSE147366_3_v_2_med13_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE140936,GSE140938_0_v_1_slfn11_human	RummaGEO Gene Perturbation Signatures	1.0	null
THOC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11415
TFEC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.5006
UBE2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33165
Brain - Cortex	GTEx Tissue Gene Expression Profiles 2023	1.0	2.2592
GTEX-XOTO-0006-SM-4B64T	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-U4B1-0226-SM-4DXU8	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-QV31-1626-SM-2S1QC	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-XMK1-2026-SM-4B65K	GTEx Tissue Sample Gene Expression Profiles	1.0	1.05037
AKR1A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15142
COPZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76943
GTEX-SJXC-1226-SM-4DM78	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
ARGLU1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.61414
SPIRE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36234
GTEX-S3XE-0426-SM-3K2AC	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-PLZ5-0006-SM-2S1NZ	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE212330_1_v_0_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GTEX-X4XX-0011-R11A-SM-46MWQ	GTEx Tissue Sample Gene Expression Profiles	1.0	1.31151
GTEX-T2YK-0005-SM-32QOV	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PNISR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73249
GTEX-R55E-0726-SM-48FCZ	GTEx Tissue Sample Gene Expression Profiles	1.0	1.66686
DPH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39379
NMU	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32621
GTEX-XGQ4-0005-SM-4AT5U	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE153907,GSE153908_0_v_1_azathioprine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GTEX-U3ZN-0006-SM-3DB7Y	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-T2IS-1026-SM-32QP1	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-SUCS-1326-SM-4DM5T	GTEx Tissue Sample Gene Expression Profiles	1.0	1.28209
PMC9377669-tx1c00392_si_002.xlsx-Ascorbic_Acid-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-OXRL-2126-SM-3NM98	GTEx Tissue Sample Gene Expression Profiles	1.0	0.992584
PMC5682285-41467_2017_1744_MOESM8_ESM.xlsx-Decreased_in_both_CSDE1_KD_hESC-hgnc_symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE218060_2_v_4_decitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Perturb_12970_KO_PRMT7_SRP342313	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	20.0
PMC12824661-BLOOD_BLD-2024-027020-mmc6.xls-Table_S14-HES4_Down_HES4	Rummagene Transcription Factor Associations 2026	1.0	null
CASP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05483
GTEX-OOBJ-2626-SM-2I3F6	GTEx Tissue Sample Gene Expression Profiles	1.0	2.32135
PMC9377669-tx1c00392_si_002.xlsx-Atrovastatin-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
L1CAM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97494
GTEX-X4XY-0008-SM-46MVL	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Pregnancy Associated Hypertension	DisGeNET Gene-Phenotype Associations	1.0	null
GTEX-R55C-1426-SM-48FED	GTEx Tissue Sample Gene Expression Profiles	1.0	1.11737
CYB5RL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65513
GTEX-P4PQ-0008-SM-48TDX	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Perturb_9936_KD_CCDC124_SRP013565	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-1.56081
PTEN_KD_GDS2958_99_human_A431 - EPIDERMOID carcinoma cell line	GEO Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	null
GTEX-RNOR-0926-SM-2TF56	GTEx Tissue Sample Gene Expression Profiles	1.0	0.934592
GTEX-XBED-2026-SM-4AT5D	GTEx Tissue Sample Gene Expression Profiles	1.0	1.29953
PMC10679662-mmc3.xlsx-NC-D5-ZEB2-Mutant-Downregulated-Gene_Symbol_ZEB2	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-REY6-1726-SM-48FDL	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
RELA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.5556
GTEX-XUZC-1626-SM-4BRVP	GTEx Tissue Sample Gene Expression Profiles	1.0	1.08142
Down Syndrome Critical Region	DisGeNET Gene-Disease Associations	1.0	null
GSE158182_5_v_0_pnpla3_human	RummaGEO Gene Perturbation Signatures	1.0	null
GTEX-X4XY-0011-R8A-SM-46MVC	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-RU1J-0008-SM-46MV9	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-T5JC-1226-SM-4DM7C	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE182680,GSE182683_10_v_11_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GTEX-X4XX-0005-SM-3NMCS	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-XLM4-1526-SM-4AT6D	GTEx Tissue Sample Gene Expression Profiles	1.0	1.56232
PLD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02176
OlfactoryBulb	BioGPS Human Cell Type and Tissue Gene Expression Profiles	1.0	0.919925
GTEX-SE5C-0426-SM-4BRUI	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
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
GTEX-S7SE-0326-SM-4AT5Q	GTEx Tissue Sample Gene Expression Profiles	1.0	1.35049
GTEX-Q2AI-0326-SM-2I3EK	GTEx Tissue Sample Gene Expression Profiles	1.0	1.16984
GTEX-X5EB-2026-SM-4E3KA	GTEx Tissue Sample Gene Expression Profiles	1.0	1.59136
GTEX-NPJ7-0011-R11A-SM-2I3E8	GTEx Tissue Sample Gene Expression Profiles	1.0	2.1672
estradiol_mus musculus_gpl4134_gse23241	GEO Signatures of Differentially Expressed Genes for Small Molecules	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Paroxetine-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GSE116810_5_v_0_selinexor_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE211151_1_v_0_progesterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEX-PSDG-0426-SM-2S1OF	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-PX3G-2626-SM-2I3EG	GTEx Tissue Sample Gene Expression Profiles	1.0	1.01605
GTEX-S33H-0126-SM-4AD62	GTEx Tissue Sample Gene Expression Profiles	1.0	1.10098
GTEX-Q2AH-1526-SM-48TZG	GTEx Tissue Sample Gene Expression Profiles	1.0	0.836562
BNIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12846
GTEX-T6MN-2026-SM-4DM7L	GTEx Tissue Sample Gene Expression Profiles	1.0	1.07036
GTEX-XYKS-0005-SM-4BRUD	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
ZKSCAN1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.1113
PMC9377669-tx1c00392_si_002.xlsx-Buspirone-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
ARMCX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28846
GTEX-X4XY-0626-SM-4E3IN	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
RFC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71087
GTEX-SUCS-0008-SM-4DM53	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-P4PQ-1626-SM-2HMKK	GTEx Tissue Sample Gene Expression Profiles	1.0	0.936617
ACTR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01287
GTEX-VUSG-0926-SM-3GIK6	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
RPS6KL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00145
GTEX-U3ZG-0001-SM-47JYF	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-SIU7-0926-SM-4BRX1	GTEx Tissue Sample Gene Expression Profiles	1.0	1.13811
GTEX-T5JC-0005-SM-4DM7B	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
MTMR12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07839
Perturb_14397_KD_XPR1_SRP347870	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-2.87808
PMC4521181-oncsis201520x8.pdf-57-GLI1_GLI1	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-QMR6-0011-R11A-SM-32PKK	GTEx Tissue Sample Gene Expression Profiles	1.0	0.957983
PMC9377669-tx1c00392_si_002.xlsx-L-Thyronine-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-TSA-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-VJYA-0005-SM-3P5ZD	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE228017_0_v_1_parthenolide_human	RummaGEO Drug Perturbation Signatures	1.0	null
PSMG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8688
GTEX-P4PQ-0005-SM-2HMKJ	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-RUSQ-1026-SM-2TF6V	GTEx Tissue Sample Gene Expression Profiles	1.0	0.924724
CMPK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06548
GTEX-X5EB-1826-SM-4E3K8	GTEx Tissue Sample Gene Expression Profiles	1.0	1.68679
GTEX-OXRN-0005-SM-2I5EU	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Perturb_6629_KO_TEAD1_SRP315348	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-9.38074
GTEX-XUZC-0726-SM-4BOPH	GTEx Tissue Sample Gene Expression Profiles	1.0	0.999525
EAF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18801
GSE223893_2_v_10_setd2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GTEX-RWSA-0226-SM-2XCBA	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-VUSG-0426-SM-3GIKD	GTEx Tissue Sample Gene Expression Profiles	1.0	1.62026
PPP6C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64516
GTEX-XLM4-0008-SM-4AT4W	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE196259_2_v_0_gcm1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Dextrometh-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-T2IS-3026-SM-32QPM	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Perturb_8480_KD_CSDE1_SRP117243	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-1.92815
GTEX-TSE9-2926-SM-3DB77	GTEx Tissue Sample Gene Expression Profiles	1.0	0.974102
GTEX-OXRP-0526-SM-2I3EW	GTEx Tissue Sample Gene Expression Profiles	1.0	1.17963
GTEX-R3RS-0008-SM-48FF1	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE156923_2_v_3_rbmx_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE212330_1_v_3_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GTEX-Y8E5-0006-SM-47JWQ	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
FOXO1::FLI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.3488
RAB11FIP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65498
GTEX-PWO3-1026-SM-2I5F2	GTEx Tissue Sample Gene Expression Profiles	1.0	0.895957
Perturb_7201_KD_DHX9_SRP080966	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	3.16857
GTEX-P4QS-2126-SM-3NMCF	GTEx Tissue Sample Gene Expression Profiles	1.0	1.0526
GTEX-OOBK-0625-SM-3LK5P	GTEx Tissue Sample Gene Expression Profiles	-1.0	-0.840154
GTEX-S341-1626-SM-3K2B8	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
HSD17B12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35277
GTEX-XLM4-2926-SM-4AT59	GTEx Tissue Sample Gene Expression Profiles	1.0	0.827639
GSE116810_5_v_3_selinexor_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEX-S4UY-0006-SM-3K2A7	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE146687_2_v_5_eribulin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEX-S95S-1026-SM-4B64M	GTEx Tissue Sample Gene Expression Profiles	1.0	1.87317
Liver	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-1.21635
GTEX-XUW1-0005-SM-4BOQ7	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-RN64-0626-SM-2TC5V	GTEx Tissue Sample Gene Expression Profiles	1.0	0.830752
GTEX-OHPL-0008-SM-4E3I9	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC9377669-tx1c00392_si_002.xlsx-Ampicilin-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
PITX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1995
GTEX-RU1J-0226-SM-2TF5Y	GTEx Tissue Sample Gene Expression Profiles	1.0	1.93588
ATP5F1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00672
GTEX-SNMC-0006-SM-2XCFE	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC9377669-tx1c00392_si_002.xlsx-Thalidomide-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-RU72-0006-SM-2TF65	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Perturb_8911_KO_YAP1_SRP132362	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	16.5638
GTEX-WH7G-0002-SM-4LVN9	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE140997_4_v_6_nsun6_human	RummaGEO Gene Perturbation Signatures	1.0	null
PHF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26433
GTEX-OHPK-0008-SM-4E3JL	GTEx Tissue Sample Gene Expression Profiles	-1.0	-0.839064
GTEX-XBEC-0006-SM-4AT5T	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-XUZC-0005-SM-4BOQ8	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Testis	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.727459
GTEX-X8HC-2826-SM-46MWJ	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Perturb_13782_KD_IFNAR2_SRP329434	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	1.39146
GTEX-RU72-0626-SM-46MUI	GTEx Tissue Sample Gene Expression Profiles	1.0	0.915137
GSE193993_0_v_3_sstr2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GTEX-OOBJ-2026-SM-3NB1R	GTEx Tissue Sample Gene Expression Profiles	1.0	1.18191
GTEX-PWN1-0008-SM-48TEA	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Perturb_8897_KD_FOXM1_SRP359044	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-11.538
GTEX-RM2N-0326-SM-48FD8	GTEx Tissue Sample Gene Expression Profiles	1.0	0.870718
GTEX-S95S-1126-SM-4B64E	GTEx Tissue Sample Gene Expression Profiles	1.0	1.09015
GTEX-OXRO-1226-SM-48TDL	GTEx Tissue Sample Gene Expression Profiles	1.0	0.996013
GTEX-S4P3-1626-SM-3K2AZ	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-SJXC-2026-SM-4DM6N	GTEx Tissue Sample Gene Expression Profiles	1.0	2.02701
GSE236504,GSE236505_0_v_1_atmin_human	RummaGEO Gene Perturbation Signatures	1.0	null
GTEX-S7SF-0226-SM-3K2BI	GTEx Tissue Sample Gene Expression Profiles	1.0	1.16502
Ovary	BioGPS Human Cell Type and Tissue Gene Expression Profiles	1.0	1.86115
GTEX-XPT6-1626-SM-4B655	GTEx Tissue Sample Gene Expression Profiles	1.0	1.25048
GTEX-XUJ4-2526-SM-4BOO4	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
KAT2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50403
GTEX-PLZ4-0926-SM-2S1OI	GTEx Tissue Sample Gene Expression Profiles	1.0	1.48218
GTEX-WY7C-2826-SM-3NB3Q	GTEx Tissue Sample Gene Expression Profiles	-1.0	-0.833403
Simian Acquired Immune Deficiency Syndrome_T lymphocyte_GSE4785	GEO Signatures of Differentially Expressed Genes for Diseases	-1.0	-3.38321
GTEX-QEG4-0126-SM-48TZE	GTEx Tissue Sample Gene Expression Profiles	1.0	0.990252
PMC6879454-Data_Sheet_1.xlsx-AA_disease-Unnamed_4_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-WH7G-1926-SM-4LVMM	GTEx Tissue Sample Gene Expression Profiles	1.0	1.06566
GTEX-P4PQ-2626-SM-33HC9	GTEx Tissue Sample Gene Expression Profiles	1.0	1.08059
GTEX-XUW1-1026-SM-4BONY	GTEx Tissue Sample Gene Expression Profiles	1.0	1.04715
GTEX-OIZI-0726-SM-2XCEI	GTEx Tissue Sample Gene Expression Profiles	1.0	0.958124
GTEX-NFK9-0008-SM-4E3JE	GTEx Tissue Sample Gene Expression Profiles	-1.0	-0.828757
POU1F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.9643
GTEX-QCQG-1926-SM-2S1PI	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC5682285-41467_2017_1744_MOESM8_ESM.xlsx-Decreased_in_both_CSDE1_KD_hESC-gene_id_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-P44H-2426-SM-2XCEJ	GTEx Tissue Sample Gene Expression Profiles	1.0	1.3332
GSE205976,GSE205978_3_v_0_cep83_human	RummaGEO Gene Perturbation Signatures	-1.0	null
HCN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07544
GTEX-QDVN-0626-SM-2I3FP	GTEx Tissue Sample Gene Expression Profiles	1.0	1.8424
GSE131649_4_v_11_hemin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GTEX-QDVN-0006-SM-48U1R	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-QDVN-1326-SM-48TZ3	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-P4QS-1026-SM-3NMCW	GTEx Tissue Sample Gene Expression Profiles	1.0	0.843673
GTEX-UPIC-0726-SM-3GADW	GTEx Tissue Sample Gene Expression Profiles	1.0	1.42427
GTEX-P4QS-0008-SM-48TDY	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE123943_4_v_0_sox1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CEBPA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.8577
GTEX-Q2AI-1126-SM-48U19	GTEx Tissue Sample Gene Expression Profiles	1.0	1.25876
Squamous Cell Carcinoma Of Lung	DisGeNET Gene-Disease Associations	1.0	null
GTEX-WL46-0011-R11A-SM-3MJFT	GTEx Tissue Sample Gene Expression Profiles	1.0	1.0941
GTEX-OXRP-0926-SM-48TC1	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-X8HC-0726-SM-46MWG	GTEx Tissue Sample Gene Expression Profiles	1.0	1.39371
GTEX-U8T8-1126-SM-4DXUE	GTEx Tissue Sample Gene Expression Profiles	1.0	0.868109
SERINC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19653
PMC9377669-tx1c00392_si_002.xlsx-DPH-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GSE251992_1_v_0_saracatinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEX-UJHI-0006-SM-3DB8H	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-S32W-0726-SM-2XCBL	GTEx Tissue Sample Gene Expression Profiles	1.0	1.56779
GSE193993_4_v_3_sstr2_human	RummaGEO Gene Perturbation Signatures	1.0	null
KBTBD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25851
GTEX-R55C-0626-SM-2TF4Q	GTEx Tissue Sample Gene Expression Profiles	1.0	0.826869
ZNF143	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.1022
GTEX-QMR6-0011-R7A-SM-32PKL	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-QEG4-1226-SM-2S1P6	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-T6MN-0011-R11A-SM-32QOX	GTEx Tissue Sample Gene Expression Profiles	1.0	1.09296
GSE213410_2_v_3_calcitriol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE205976,GSE205978_1_v_0_cep83_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE140997_10_v_7_nsun6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MAFK	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.9778
Perturb_4848_KD_NKX25_SRP059197	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-3.49091
GTEX-QCQG-1826-SM-2S1P2	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-NL3H-0011-R11A-SM-2I3E6	GTEx Tissue Sample Gene Expression Profiles	1.0	1.94457
Thymus	BioGPS Human Cell Type and Tissue Gene Expression Profiles	1.0	0.963468
OGT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16144
GTEX-WYVS-0326-SM-3NM9V	GTEx Tissue Sample Gene Expression Profiles	1.0	0.934152
GTEX-RVPV-0006-SM-2TF6Q	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-XOTO-0011-R11B-SM-4B64O	GTEx Tissue Sample Gene Expression Profiles	1.0	0.990861
GTEX-XUW1-1726-SM-4BOOZ	GTEx Tissue Sample Gene Expression Profiles	1.0	0.875539
PMC2866657-pone.0010547.s003.xls-ESE3_corr-Genes_correlated_anticorrelated_to_ESE3_EHF	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-QLQW-1226-SM-2S1Q9	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC9377669-tx1c00392_si_002.xlsx-Folic_Acid-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
Perturb_5275_OE_TPRX2_SRP361145	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-4.13945
Perturb_13912_KD_TARDBP_SRP169127	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	3.93573
GTEX-T8EM-0826-SM-4DM76	GTEx Tissue Sample Gene Expression Profiles	1.0	0.90685
GTEX-WFG8-1726-SM-4LVM6	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
ZNF57	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19387
GSE174498,GSE174500_2_v_8_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Levothyrox-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-RVPV-0011-R5A-SM-2TF69	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
CAPZA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07668
TMEM234	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18131
ETV5::FOXO1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.6995
GTEX-XUJ4-0726-SM-4BOOP	GTEx Tissue Sample Gene Expression Profiles	1.0	1.03869
GTEX-X5EB-0726-SM-46MVR	GTEx Tissue Sample Gene Expression Profiles	1.0	1.22565
GTEX-X3Y1-0006-SM-3P5ZG	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC5414054-ncomms15013-s11.xlsx-SupplementaryData10-Supplementary_Data_10_Genes_differentially_expressed_due_to_infection_in_IRF5-_-_compared_to_parent_KOLF2_cells_IRF5	Rummagene Transcription Factor Associations 2026	1.0	null
ZBTB14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42475
GlobusPallidus	BioGPS Human Cell Type and Tissue Gene Expression Profiles	1.0	0.964235
GTEX-T8EM-1126-SM-3DB7D	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC5682285-41467_2017_1744_MOESM8_ESM.xlsx-Decreased_in_both_CSDE1_KD_hESC-gene_short_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-VJWN-0005-SM-3GIKF	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE205163,GSE205164_2_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC12082684-NIHMS2076719-supplement-6.xlsx-HAND1_bound_LTR2B-Gene_Name_HAND1	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-V955-1826-SM-4JBIL	GTEx Tissue Sample Gene Expression Profiles	1.0	1.26168
GTEX-SN8G-1526-SM-4DM79	GTEx Tissue Sample Gene Expression Profiles	1.0	0.98882
GTEX-WWYW-0005-SM-3NB3K	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-S4Q7-1326-SM-4AD74	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
Perturb_7639_KD_PCF11_SRP169609	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	6.91641
GSE125014_6_v_2_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
RBMX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.31661
MRPL49	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31914
GSE125862_2_v_0_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEX-QVUS-0011-R4A-SM-3GAE7	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE182680,GSE182683_0_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PGR	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.8634
GTEX-S32W-0826-SM-4AD5Z	GTEx Tissue Sample Gene Expression Profiles	1.0	0.874168
GTEX-PWCY-0726-SM-48TCS	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-TKQ1-0526-SM-4DXTG	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC10679662-mmc3.xlsx-NC-D3-ZEB2-Mutant-Downregulated-Unnamed_7_ZEB2	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-UPIC-0226-SM-3GADO	GTEx Tissue Sample Gene Expression Profiles	1.0	1.71652
GTEX-NFK9-2226-SM-3MJGP	GTEx Tissue Sample Gene Expression Profiles	1.0	1.41286
GTEX-O5YW-3026-SM-3MJHI	GTEx Tissue Sample Gene Expression Profiles	-1.0	-0.842219
ZNF589	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02125
GTEX-U412-0006-SM-3DB8J	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-P4QT-0008-SM-48TDZ	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-T6MN-0011-R4A-SM-32QPG	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-RM2N-0526-SM-2TF4N	GTEx Tissue Sample Gene Expression Profiles	1.0	1.55755
SOX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.9328
GSE195559_8_v_4_notch1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GTEX-PSDG-1626-SM-48TCQ	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
DGKA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25489
PMC8047442-EMBJ-40-e105492-s003.xlsx-MR_plot_analysis-Gene_names_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-Q734-0526-SM-2I3EH	GTEx Tissue Sample Gene Expression Profiles	1.0	1.44438
blood	GTEx Tissue Gene Expression Profiles	-1.0	-1.5933
GTEX-OXRP-0006-SM-2I3FN	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
ADNP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20148
GTEX-RU72-2926-SM-2TF66	GTEx Tissue Sample Gene Expression Profiles	1.0	1.23445
LSM8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12476
GTEX-X4EP-0005-SM-3P5ZE	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-Q2AG-0008-SM-48U2K	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-OHPM-2126-SM-3LK75	GTEx Tissue Sample Gene Expression Profiles	1.0	1.35984
GTEX-QV44-0008-SM-447AX	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
STK33	MSigDB Signatures of Differentially Expressed Genes for Cancer Gene Perturbations	-1.0	null
PMC9377669-tx1c00392_si_002.xlsx-Valproic_Acid-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-PWO3-0926-SM-2I5EY	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-T5JC-0011-R11A-SM-32PMB	GTEx Tissue Sample Gene Expression Profiles	1.0	1.13062
GTEX-WFG8-2526-SM-3GILR	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE140937,GSE140938_0_v_2_slfn11_human	RummaGEO Gene Perturbation Signatures	1.0	null
Lymphoma_burkitts(Raji)	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-1.81846
GTEX-S95S-1626-SM-2XCDJ	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
MORC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16776
GTEX-WHSE-0126-SM-3NMBT	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-VUSG-0006-SM-3GIK9	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
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
GTEX-QCQG-2026-SM-2S1PH	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
DNMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74829
GTEX-QXCU-0326-SM-2TC63	GTEx Tissue Sample Gene Expression Profiles	1.0	0.977973
GTEX-R53T-0526-SM-3GADL	GTEx Tissue Sample Gene Expression Profiles	1.0	1.36111
GTEX-NPJ7-0006-SM-3GACR	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
JPH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02358
GTEX-T8EM-0226-SM-3DB7C	GTEx Tissue Sample Gene Expression Profiles	1.0	0.91625
GTEX-TKQ1-0126-SM-33HB3	GTEx Tissue Sample Gene Expression Profiles	1.0	1.20926
Perturb_438_KO_HNRNPA2B1/HNRNPA1_SRP067568	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	1.0	3.00677
GTEX-PWN1-1826-SM-2S1PE	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE205332_1_v_0_queuine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE182680,GSE182683_7_v_11_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GTEX-PSDG-0008-SM-48TE5	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-QVUS-2926-SM-3GIJB	GTEx Tissue Sample Gene Expression Profiles	1.0	1.38504
GSE133087_1_v_0_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEX-P44H-0011-R10A-SM-2XCEK	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
LHX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28379
GTEX-S4Q7-0326-SM-3K2B1	GTEx Tissue Sample Gene Expression Profiles	1.0	1.48853
SPDEF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.0243
DAAM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79982
GSE195514_0_v_1_stk25_human	RummaGEO Gene Perturbation Signatures	1.0	null
TRMT44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73387
GTEX-S341-1726-SM-3K2AK	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-RM2N-1326-SM-48FCW	GTEx Tissue Sample Gene Expression Profiles	1.0	1.07595
ATF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.1156
GSE213410_0_v_3_calcitriol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEX-T5JW-1326-SM-4DM5G	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
MESP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.99968
GTEX-Q2AG-0826-SM-2HMKF	GTEx Tissue Sample Gene Expression Profiles	1.0	1.48179
TMEM190	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49359
GTEX-S7SE-0005-SM-2XCEA	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
EMSY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71105
RNF139	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03458
GSE127261_1_v_2_ezh2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-WH7G-0526-SM-3NMBI	GTEx Tissue Sample Gene Expression Profiles	1.0	0.836103
NUS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1189
Perturb_8479_KD_CSDE1_SRP117243	PerturbAtlas Signatures of Differentially Expressed Genes for Gene Perturbations	-1.0	-2.17974
GTEX-QMR6-0008-SM-447AV	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-PSDG-0526-SM-2S1OH	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-X4LF-0426-SM-3NMB5	GTEx Tissue Sample Gene Expression Profiles	1.0	1.87176
RPL38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39621
GTEX-RNOR-1326-SM-48FDE	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE193993_1_v_3_sstr2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GTEX-XQ3S-1726-SM-4BOOD	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-V955-0426-SM-3GAEL	GTEx Tissue Sample Gene Expression Profiles	1.0	0.965104
GTEX-WFG8-0426-SM-3GILD	GTEx Tissue Sample Gene Expression Profiles	1.0	1.47705
DCAF16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07585
GEMIN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86042
GTEX-QDT8-0011-R11A-SM-32PKD	GTEx Tissue Sample Gene Expression Profiles	1.0	2.06722
PHF14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09034
GTEX-QCQG-0006-SM-2S1OW	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
PMC9377669-tx1c00392_si_002.xlsx-Ranitidine-ZNF503_ZNF503	Rummagene Transcription Factor Associations 2026	1.0	null
AGO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79227
GTEX-S7SE-0011-R1A-SM-2XCDE	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-U8XE-1926-SM-3DB98	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-WHSE-2926-SM-3NMBG	GTEx Tissue Sample Gene Expression Profiles	1.0	1.23764
GTEX-UPJH-0126-SM-4IHLL	GTEx Tissue Sample Gene Expression Profiles	1.0	0.843565
GTEX-Q2AG-2826-SM-2HMJQ	GTEx Tissue Sample Gene Expression Profiles	1.0	1.0947
GTEX-RM2N-0008-SM-48FF3	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-XBEW-0126-SM-4AT66	GTEx Tissue Sample Gene Expression Profiles	1.0	0.999545
GSE110268_1_v_3_foxd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEX-OOBJ-0426-SM-3NB1S	GTEx Tissue Sample Gene Expression Profiles	-1.0	-0.83591
Lymphoma_burkitts(Daudi)	BioGPS Human Cell Type and Tissue Gene Expression Profiles	-1.0	-0.834225
Squamous Cell Carcinoma Of Tongue	DisGeNET Gene-Disease Associations	1.0	null
RCL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84937
RNF25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52634
SP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11066
GTEX-WHSB-0005-SM-3LK7C	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GSE205163,GSE205164_3_v_4_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9899501-NIHMS1869252-supplement-Table_S4.xlsx-REACTOME_UP_2_5-HAND1_HAND1	Rummagene Transcription Factor Associations 2026	1.0	null
GTEX-S4Q7-1426-SM-3K2B9	GTEx Tissue Sample Gene Expression Profiles	-1.0	-1.18798
GTEX-U4B1-0626-SM-3DB8L	GTEx Tissue Sample Gene Expression Profiles	1.0	1.27618
PRPS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1437
HIV-1_LAI_12Hour-UV_treatment_None_GSE56484	GEO Signatures of Differentially Expressed Genes for Viral Infections	-1.0	-1.77296
PUM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32475
GTEX-OHPK-2626-SM-2HMK9	GTEx Tissue Sample Gene Expression Profiles	1.0	1.25991
GTEX-RWSA-2426-SM-47JXR	GTEx Tissue Sample Gene Expression Profiles	1.0	1.50129