association	dataset	threshold value	standardized value
GSE199660_1_v_2_secretin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE152441,GSE152442_6_v_4_folic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE185519_4_v_2_gilteritinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE122101,GSE122103_3_v_1_ssu72_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF232	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.16691
GSE158834_10_v_13_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FOSL2::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.8883
GSE152441,GSE152442_7_v_2_folic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
CSNK1E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08827
GSE241402_0_v_1_prmt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
YY1-33199912-293T-HUMAN-KIDNEYEMBRYO	ChEA Transcription Factor Targets 2022	1.0	null
GSE96991,GSE97117_5_v_1_il11_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE57871_1_v_2_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF518B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16885
GSE146074_0_v_11_ly6e_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Natural killer cell	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.464
GSE133213_6_v_13_znrf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE209601_2_v_3_mef2a_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE99875_2_v_0_everolimus_human	RummaGEO Drug Perturbation Signatures	1.0	null
COLO679	DepMap CRISPR Gene Dependency	1.0	7.27394
GSE200673,GSE200691_2_v_4_hmga2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE221633_3_v_1_trim24_human	RummaGEO Gene Perturbation Signatures	-1.0	null
OCILY18	DepMap CRISPR Gene Dependency	1.0	2.57626
BB-86-BE19_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.317443
GSE208435_0_v_1_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ATG4D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32391
GSE115542_2_v_3_digoxin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE78199_2_v_1_tamoxifen_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF692	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.6236
GSE211126_1_v_0_hapln1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE100464,GSE100465_1_v_3_atrx_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
AC-7954	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.39
BIRC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08755
GSE225083_0_v_1_kras_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE160817_3_v_6_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE221577_3_v_0_pik3r1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE84148,GSE96938_3_v_1_nrros_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE218060_5_v_3_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE142210_9_v_7_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
IC-05-AW29_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.29068
GSE128730_7_v_5_neratinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Retina	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.283
PAX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.036
GSE144796_3_v_0_linagliptin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
NEUROD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.2629
PMC11655728-12672_2024_1562_MOESM2_ESM.xlsx-Sheet1-Hs_HSC_MSC_NSC_Huang_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
GSE210101,GSE210114_4_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE191021_1_v_0_nono_human	RummaGEO Gene Perturbation Signatures	1.0	null
RARA::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.4348
PMC9980149-media-17.xlsx-Supp_Table_12_Bulk_Seq_CTH_KD_I-SUPPLEMENTARY_TABLE_12_Bulk_RNA-seq_results_of_invasive_fractions_from_GBM43_CTH_knockdwn_vs_GBM43_control_cells_invading_3D_hydrogels_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE199255,GSE199356_6_v_2_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Adrenal Gland	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.791341
GSE153757,GSE153758_1_v_3_ftsj1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE121198,GSE129782_1_v_0_arid1a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
AP5Z1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24392
ZNF334	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25155
GSE174498,GSE174500_5_v_7_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Brain - Anterior cingulate cortex (BA24)	GTEx Tissue Gene Expression Profiles 2023	-1.0	-2.17954
GSE244518,GSE244520_1_v_0_dnmt3b_human	RummaGEO Gene Perturbation Signatures	1.0	null
NFIB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	55.7124
NR2F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.6034
GSE193685_2_v_3_il11_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE157555,GSE157556_3_v_7_foxa2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE201239_3_v_2_fmr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE140936,GSE140938_0_v_1_slfn11_human	RummaGEO Gene Perturbation Signatures	1.0	null
SF3A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72759
HMS3745G19	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.29
GSE153836_11_v_9_fluoxetine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE147876,GSE147877_4_v_3_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE240386,GSE242143_1_v_4_morc2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
RAB3IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0788
GSE149901_2_v_1_anlotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100554_FWM_no dementia_no TBI_78_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.71442
GSE233647_4_v_5_docetaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE202434,GSE202438_13_v_0_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE224004,GSE224005_0_v_1_chd4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE178532_1_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
HC-63-SV27_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.318906
GSE203485_1_v_0_zdhhc2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE207514,GSE207515_1_v_3_acetylcysteine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE242290_3_v_6_glutathione_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_0_v_13_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE114883_1_v_4_romidepsin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE195503_1_v_0_progesterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE142210_2_v_7_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ENO3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43275
LXR-623	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.3
PMC4082627-12864_2014_6197_MOESM8_ESM.xlsx-ZNF217_ER-Gene_Name_ZNF217	Rummagene Transcription Factor Associations 2026	1.0	null
GSE239844_6_v_12_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Leukemia cell	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.19
496100355_HIP_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.36511
Thyroid	GTEx Tissue Gene Expression Profiles 2023	-1.0	-2.159
NR1D2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.2562
GSE133213_6_v_15_znrf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158834_0_v_4_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE154767_4_v_3_adam10_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC11811132-41598_2025_89334_MOESM5_ESM.xlsx-MECP2-toNode_MECP2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE237053_1_v_0_comt_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE166920_6_v_2_adalimumab_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FOSB::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.0554
RNF14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07868
KANK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28296
GSE152441,GSE152442_0_v_4_folic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Brain - Frontal Cortex (BA9)	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.967236
PMC12518476-10067_2025_7574_MOESM8_ESM.xlsx-Sheet1-Down_regulated_DEGs_of_KD_AR	Rummagene Transcription Factor Associations 2026	1.0	null
JARID2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4155
GSE228619_0_v_1_cdh11_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE157555,GSE157556_5_v_1_foxa2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE195568_2_v_0_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_12_v_6_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE200430_1_v_0_sema3d_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEx Breast 20-29 vs 70-79	GTEx Tissue-Specific Aging Signatures	-1.0	-5.0864
GSE238116_1_v_0_egr1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE209938_0_v_1_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GB-46-CK08_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.265963
Nervous system	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
PMC10709143-41556_2023_1271_MOESM9_ESM.xls-Up_in_PAX7-Target_name_PAX7	Rummagene Transcription Factor Associations 2026	1.0	null
GSE148252_0_v_4_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100572_HIP_possible Alzheimer's disease_no TBI_100+_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.0829
GSE205070_2_v_7_mertk_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RELB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17041
GSE228106_3_v_4_paclitaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC7825356-8844261.f3.docx-47-KLF12_KLF12	Rummagene Transcription Factor Associations 2026	1.0	null
GSE145476_2_v_0_hopx_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE181003_3_v_2_selinexor_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE123943_2_v_0_sox1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PABPC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09754
KPNYN	DepMap CRISPR Gene Dependency	1.0	2.6884
MON	DepMap CRISPR Gene Dependency	1.0	4.19439
Pineal gland	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.288
OVCA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.50345
Leukemia cell line	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.19
GSE203329_0_v_1_mettl5_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE179693,GSE179694_4_v_2_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE174498,GSE174500_0_v_1_asparaginase_human	RummaGEO Drug Perturbation Signatures	1.0	null
MGA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.6607
GSE224969,GSE224971_0_v_1_chtop_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SPRYD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24836
GSE193258,GSE193259_9_v_15_osimertinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Cerebral peduncle	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.812
SP4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	168.374
INSM1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	79.4167
PLAG1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	160.611
EVSAT	DepMap CRISPR Gene Dependency	1.0	14.5049
GSE137818_2_v_6_brca2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE218060_7_v_3_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
Gli2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.1413
EBF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.873
GSE185519_1_v_2_gilteritinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DD-65-SA37_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.28353
GSE239844_6_v_10_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE201309_5_v_0_matrine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE142210_2_v_0_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE60217_1_v_2_inosine_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC8202205-NIHMS1706275-supplement-Table_S1.xlsx-Def_End_D4_GATA6-dependent-ENSEMBL_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE152937_12_v_7_slc16a13_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE229468,GSE229471_0_v_3_znf587_human	RummaGEO Gene Perturbation Signatures	1.0	null
496100330_PCx_possible Alzheimer's disease_no TBI_100+_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.05839
ZNF675	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10478
GSE221327_4_v_9_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PNRC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31091
GSE239844_4_v_5_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE57871_1_v_10_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE193177_1_v_2_st266_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MKN45	DepMap CRISPR Gene Dependency	1.0	2.85726
D423MG	DepMap CRISPR Gene Dependency	1.0	2.65299
GSE147876,GSE147877_2_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CC-17-JL38_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.343322
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-ICM_JUN-Unnamed_3_JUN	Rummagene Transcription Factor Associations 2026	1.0	null
Lymphoblastic leukemia cell line	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.19
GSE180200,GSE180201_3_v_1_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE173232_1_v_0_sf3b1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC8202205-NIHMS1706275-supplement-Table_S1.xlsx-Def_End_D4_GATA6-dependent-SYMBOL_GATA6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE255432_7_v_2_imeglimin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF135	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05314
GSE202434,GSE202438_13_v_11_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE155162,GSE155169_1_v_2_buparlisib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SETD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35899
Corpus callosum	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.335
Integrin alpha6-beta4 complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.105
PMC10037107-JEM_20221755_TableS6.docx-0-IL4-p_E382Q-STAT6_targets_in_Jurkats_2_STAT6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE171179,GSE171181_0_v_1_e7107_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE186810,GSE186813_2_v_5_furin_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PDCD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.36035
GSE200673,GSE200691_2_v_0_hmga2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE101336_1_v_0_decitabine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE120612_4_v_5_etoposide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE147876,GSE147877_2_v_5_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE248045,GSE248046_0_v_2_runx1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZKSCAN3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.7476
Nrf1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	58.6253
Intercellular bridge	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.023
Brain - Hippocampus	GTEx Tissue Gene Expression Profiles 2023	-1.0	-1.67397
GSE147876,GSE147877_4_v_10_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE113106_2_v_4_dnm2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NR2C2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	71.9684
GSE137177_2_v_0_folic acid_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE71491_0_v_1_cyclophosphamide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE132369,GSE132371_3_v_0_cccp_human	RummaGEO Drug Perturbation Signatures	1.0	null
Acute lymphoblastic leukemia cell line	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.19
GSE158834_7_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MARCKS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10507
COGN305	DepMap CRISPR Gene Dependency	1.0	2.62894
GSE118617,GSE118619_0_v_1_foxp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Disease of anatomical entity	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.178
BD-96-HO33_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.292334
GSE199874_4_v_5_gabpb1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
YARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34012
GSE88819_3_v_8_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF564	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84123
GSE133213_11_v_3_znrf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE87615_2_v_3_ascl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC10363146-41598_2023_38681_MOESM1_ESM.pdf-344-ZNF496_ZNF496	Rummagene Transcription Factor Associations 2026	1.0	null
Artery - Aorta	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.880868
GSE135030_11_v_7_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE199204,GSE211619_4_v_6_glutamine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE161846,GSE161849_4_v_0_smarca4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE158715_3_v_0_cyp1b1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE139966_4_v_2_figla_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE87144_3_v_1_rorc_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE213219_0_v_1_st3gal3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE205070_1_v_6_mertk_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE222758_0_v_1_clofazimine_human	RummaGEO Drug Perturbation Signatures	1.0	null
CTCF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	213.137
RORB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.1946
GSE234637_1_v_0_cytarabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE85880,GSE85881_4_v_2_tretinoin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC5195898-NIHMS825571-supplement-3.xlsx-Sheet1-H1975_M1_vs_H1975_M1_CIC_reconstitution_Differential_gene_expression_CIC	Rummagene Transcription Factor Associations 2026	1.0	null
PMC10933434-44319_2024_69_MOESM2_ESM.xls-HRV16-UV_vs_MI-Associated_Gene_Name_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE186471_1_v_2_carnosol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE221327_5_v_9_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ATF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.8242
TFAP2A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	171.883
GSE219274,GSE219276_0_v_1_doxorubicin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FE-64-KC49_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.286108
GSE148200_3_v_2_gemcitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
496100621_TCx_probable Alzheimer's disease_no TBI_86_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.20506
GSE116810_5_v_3_selinexor_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC6744561-41467_2019_12125_MOESM7_ESM.xlsx-BRCA1_201_TCF7_rep1_sorted_peak-Gene_Name_TCF7	Rummagene Transcription Factor Associations 2026	1.0	null
GSE215351,GSE215794_1_v_3_kdm8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100496_FWM_possible Alzheimer's disease_no TBI_88_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.77945
496100405_TCx_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.34889
FUNDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12501
GSE232624_4_v_5_ethanol_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE199606_5_v_7_csf2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE92457_9_v_10_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GTEx BloodVessel 20-29 vs 70-79	GTEx Tissue-Specific Aging Signatures	-1.0	-10.1043
PRADC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12707
KA-81-AG66_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.437495
PAX8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.7135
GSE158834_12_v_4_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC12621392-12864_2025_12212_MOESM2_ESM.xlsx-GSF-F_48h_1-Unnamed_0_PDX1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE173201_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE224547_1_v_0_cftr_human	RummaGEO Gene Perturbation Signatures	1.0	null
GTEx Thyroid 20-29 vs 70-79	GTEx Tissue-Specific Aging Signatures	-1.0	-5.04268
GSE48812_7_v_1_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC8046804-41467_2021_22478_MOESM11_ESM.xlsx-Del_AA-TCGA-Unnamed_34_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE158834_2_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
496100631_PCx_dementia_TBI_77_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.09974
Rolapitant	DeepCoverMOA Drug Mechanisms of Action	1.0	0.39
Kagami-Ogata syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.088
GSE171177,GSE171181_1_v_2_e7107_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE77108_6_v_2_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9314667-Table_1.xlsx-Regulons-FOSL2_FOSL2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE240386,GSE242143_1_v_6_morc2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158834_7_v_4_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE202434,GSE202438_6_v_11_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE226249_2_v_4_pirfenidone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9305137-PATH-256-297-s005.xlsx-CIC_associated_DE_genes_IDH1-R-Unnamed_1_CIC	Rummagene Transcription Factor Associations 2026	1.0	null
GSE218060_1_v_4_decitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE180185_4_v_1_setbp1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE115395_2_v_4_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
STF-31	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.83
GSE166920_6_v_3_adalimumab_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Telencephalon	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
CDKN2D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27813
GSE195663_7_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
UMI-77	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.52
EDNRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05396
GSE247862,GSE247863_4_v_1_eomes_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PPIL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25545
GSE223908,GSE223909_1_v_6_serpinb3_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE128232,GSE128233_1_v_0_phf2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEx Skin 20-29 vs 70-79	GTEx Tissue-Specific Aging Signatures	-1.0	-7.11055
GSE181003_3_v_0_selinexor_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF454	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	193.766
GSE137144_4_v_0_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE120413,GSE120447_3_v_2_bap1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE147876,GSE147877_4_v_8_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE120612_6_v_5_etoposide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
EME1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.06658
PMC9928584-41556_2022_1059_MOESM3_ESM.xlsx-Table_8-Supplementary_Table_8_ETV6-repressed_genes_defined_by_dTAG_at_72_hours_ETV6	Rummagene Transcription Factor Associations 2026	1.0	null
NUBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69283
PMC9992472-41467_2023_36735_MOESM7_ESM.xlsx-SOX11_ChIP_in_IMR-32-Unnamed_12_SOX11	Rummagene Transcription Factor Associations 2026	1.0	null
FBRS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86966
GSE111660_2_v_5_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
H4C16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15888
PMC4905481-oncotarget-07-11397-s003.xlsx-Pinin_KD-Unnamed_2_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Temple syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.785
GSE210101,GSE210114_6_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Peripheral blood	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.19
GSE135030_11_v_5_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
RSU1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04598
496100551_PCx_no dementia_no TBI_87_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.33568
GSE135350_3_v_5_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE100464,GSE100465_0_v_3_atrx_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FOSB::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.0634
GSE205976,GSE205978_2_v_5_cep83_human	RummaGEO Gene Perturbation Signatures	1.0	null
GTEx AdiposeTissue 20-29 vs 50-59	GTEx Tissue-Specific Aging Signatures	-1.0	-14.61
GSE213588_10_v_6_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
UMRC7	DepMap CRISPR Gene Dependency	1.0	3.33775
RFX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.0826
GSE157555,GSE157556_4_v_7_foxa2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Nitisinone	DeepCoverMOA Drug Mechanisms of Action	1.0	0.26
GSE134375_0_v_5_stat3_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE213588_10_v_2_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE235390_4_v_2_lurbinectedin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-ICM_JUN-Unnamed_1_JUN	Rummagene Transcription Factor Associations 2026	1.0	null
LRRN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.83796
GSE234637_1_v_0_ikzf1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Rxra	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.5171
GTEx BloodVessel 20-29 vs 50-59	GTEx Tissue-Specific Aging Signatures	-1.0	-15.4754
aminoacyl-tRNA synthetase multienzyme complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.487
496100646_TCx_probable Alzheimer's disease_no TBI_82_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.01646
GSE160817_4_v_9_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF416	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.4232
GSE146156_2_v_3_tagap_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE147876,GSE147877_4_v_7_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE88819_7_v_8_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE210580_5_v_7_rag2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PAX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.2668
ZNF585B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.089
GSE141726,GSE141733_1_v_0_angiotensin ii_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE239844_6_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
TA-19-YA45_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.22087
GSE154464_1_v_3_cdk6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE195663_7_v_2_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE167224,GSE168147_3_v_5_hnrnpk_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE146982_7_v_5_metformin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_12_v_3_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Scutellum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.603
GSE135514_2_v_5_dasatinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE48812_9_v_5_sulforaphane_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CB-31-UO16_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.343401
GSE207514,GSE207515_2_v_3_acetylcysteine_human	RummaGEO Drug Perturbation Signatures	1.0	null
Junctional zone	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.413
GSE156923_2_v_3_rbmx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE77108_6_v_9_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE146074_9_v_11_ly6e_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RPL37A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02272
GSE147210_2_v_5_kmt2d_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TNFAIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.02898
RPL26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39657
GSE244710_3_v_2_srsf1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE97278,GSE97280_2_v_3_nsd2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TA-34-CK62_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.262064
ZNF669	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.12
GSE216274,GSE216292_4_v_2_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE248045,GSE248046_0_v_5_runx1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE240645_1_v_0_u90926_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE160817_3_v_1_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE183413_0_v_2_ash1l_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE235701,GSE261434_0_v_1_enasidenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Household income (MTAG)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.909691
GSE195559_2_v_7_notch1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE88819_5_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE209973_1_v_0_glutamine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE184892_7_v_2_trehalose_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC7480058-95058-2020.08.29.20182899-10.xlsx-1ModuleKeyDrivers-Target_gene_symbol_that_KD_acts_upon_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE116810_2_v_3_selinexor_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE123943_4_v_5_sox1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE189772,GSE189773_3_v_2_fbxo11_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE57871_11_v_12_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Intelligence (MTAG)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.8
IC-05-AW29_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.202241
Head	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
GSE77108_6_v_7_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GTEx Stomach 20-29 vs 60-69	GTEx Tissue-Specific Aging Signatures	-1.0	-7.75387
GSE158834_7_v_3_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE129389_0_v_7_tropifexor_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC8554124-DataSheet2.XLSX-57-CEBPD_CEBPD	Rummagene Transcription Factor Associations 2026	1.0	null
GSE200673,GSE200691_2_v_5_hmga2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BA-84-WN26_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.200777
Sporozoite	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.69
GSE128844_0_v_3_chloroquine_human	RummaGEO Drug Perturbation Signatures	1.0	null
INO80E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14299
STX-0119	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.31
GSE158834_7_v_13_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE135352_2_v_4_napabucasin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Response to ziprazidone in schizophrenia	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.669897
GSE152937_12_v_1_slc16a13_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE160083,GSE160084_2_v_3_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_2_v_4_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PRIM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39501
GNG12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.36636
KIF5C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79537
PMC10534007-Table_2.xlsx-S6_unique_down_MSC_B-914_elements_included_exclusively_in_BFTC905_MSC_down_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
HES6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.1273
Quiflapon	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.24
Frt	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.741
RNF103	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20607
GSE60217_1_v_10_inosine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_7_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE219274,GSE219276_3_v_1_doxorubicin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE169155_5_v_4_acetaminophen_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE188570,GSE188571_3_v_4_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE118077_7_v_2_sprr5_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE210101,GSE210114_0_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE245270_2_v_3_isoproterenol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE178255_2_v_7_tlr4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
496100407_FWM_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.97977
GSE211262,GSE211263_2_v_1_pbrm1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE216538_5_v_6_mrs2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE214212_2_v_0_chd6_human	RummaGEO Gene Perturbation Signatures	1.0	null
COX5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44277
PMC12315868-Supplemental_Data_S1.xlsx-Supplemental_Data_S1F-TP53_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
GSE197562_0_v_3_nox4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE95077_1_v_0_amiloride_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PET100	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10244
Eye	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.283
GSE245270_1_v_3_isoproterenol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE150669_2_v_1_roxadustat_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_12_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE148200_0_v_2_gemcitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HEY1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.9252
GSE201239_6_v_1_fmr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE211126_3_v_4_hapln1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Epithalamus	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.288
GSE240386,GSE242143_8_v_6_morc2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE218060_2_v_4_decitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE147876,GSE147877_4_v_11_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE48812_4_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
Ocellus	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.562
GSE70935_2_v_4_cyfip1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158834_11_v_9_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9753996-jci-132-160767-s182.xlsx-IRF4_assciated-ABCA7_IRF4	Rummagene Transcription Factor Associations 2026	1.0	null
H2BC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11255
R3HCC1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23995
GSE233183,GSE233187_3_v_6_larp1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE157555,GSE157556_3_v_2_foxa2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE137818_5_v_6_brca2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE202434,GSE202438_6_v_5_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_11_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CA-68-KG29_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.228086
CUL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93689
GSE147210_3_v_5_kmt2d_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE241036_4_v_1_ethanol_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
SF3B3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64251
ZNF331	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.7554
GSE148695,GSE167281_0_v_1_satb2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158715_2_v_4_cyp1b1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RFX5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.0783
PMC9992472-41467_2023_36735_MOESM7_ESM.xlsx-SOX11_ChIP_in_IMR-32-Unnamed_13_SOX11	Rummagene Transcription Factor Associations 2026	1.0	null
RARA::RXRG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.8751
GSE202434,GSE202438_3_v_5_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE108614,GSE108615_3_v_2_setd1a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE115542_5_v_3_digoxin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE135350_3_v_6_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE239844_4_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CLDN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67392
Disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.276
PMC4823830-ncomms11171-s3.xlsx-high_in_shRNA_GATA3-GeneSymbol_GATA3	Rummagene Transcription Factor Associations 2026	1.0	null
GSE248045,GSE248046_6_v_5_runx1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF549	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.0839
GRHL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30189
Nr5a2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.1363
GSE111660_1_v_5_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE152441,GSE152442_0_v_3_folic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE148066,GSE157787_0_v_4_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE228106_0_v_5_paclitaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE135030_11_v_2_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
KLF14	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	163.831
TPGS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02421
GSE157555,GSE157556_0_v_6_foxa2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE218060_5_v_6_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE115542_5_v_4_digoxin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Night sleep phenotypes	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.51549
BCL11A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.1751
SOX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.4016
TBX5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.2447
BD-49-MD69_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.436192
COX19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09258
PMC9235320-mmc2.xlsx-ST9_eQTL-MR-results-Supplementary_Table_9A_The_effects_of_whole_blood_transcripts_on_COVID-19_severity_with_suggestive_Mendelian_randomization_evidence_P_0_05_using_Genomicc_data_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE158834_10_v_4_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE248045,GSE248046_4_v_1_runx1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE175787_5_v_2_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
496100362_FWM_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.41035
RBM27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06405
GSE152441,GSE152442_7_v_5_folic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
b19	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.79
Cimetidine	DeepCoverMOA Drug Mechanisms of Action	1.0	0.49
GSE114883_0_v_4_romidepsin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE193258,GSE193259_9_v_12_osimertinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SP2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	174.13
SOX10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33918
COL8A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1808
Cecal epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.369
GSE125403_7_v_0_venetoclax_human	RummaGEO Drug Perturbation Signatures	1.0	null
MBTPS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4892
GSE142210_11_v_5_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
STK869906	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.36
GSE159678_6_v_7_chloroquine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
URB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70792
GSE165307_3_v_0_gfi1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE162892_3_v_0_isox_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100345_FWM_no dementia_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.23039
GSE132759_4_v_5_fgfr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE166920_6_v_5_adalimumab_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Syncytiotrophoblast	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.167
PMC5482637-oncotarget-08-36040-s002.xlsx-Table_S5-Table_S5_candidates_of_GATA3_related_genes_in_breast_cancer_GATA3	Rummagene Transcription Factor Associations 2026	1.0	null
GSE247764_5_v_2_nell2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE162892_3_v_0_sox9_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE174498,GSE174500_5_v_1_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE216413_1_v_0_gata3_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE235390_4_v_0_lurbinectedin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
AML193	DepMap CRISPR Gene Dependency	1.0	2.27615
Avian pallium	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.365
GSE140936,GSE140938_2_v_1_slfn11_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE171401_1_v_0_adnp_human	RummaGEO Gene Perturbation Signatures	1.0	null
CDC123	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22534
GSE118490_1_v_0_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE229978_4_v_1_morphine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE87412,GSE92423_2_v_1_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE135030_11_v_1_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE247764_1_v_2_nell2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE120413,GSE120447_4_v_2_bap1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BMS 303141	DeepCoverMOA Drug Mechanisms of Action	1.0	0.25
GSE206729_5_v_1_trps1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE159678_6_v_3_chloroquine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE87412,GSE92423_3_v_4_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE108084_3_v_2_epinephrine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
AGMAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00714
KLF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	131.271
GSE164529_0_v_2_tamoxifen_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE142994_0_v_1_ellagic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE201309_5_v_7_matrine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
COPS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4981
Corticospinal tract	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.339
GSE193541_0_v_3_nifurtimox_human	RummaGEO Drug Perturbation Signatures	1.0	null
KLF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.88718
GSE179002_2_v_7_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE226249_2_v_8_pirfenidone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE234637_2_v_0_cytarabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Leiomyosarcoma cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.665
GSE150669_0_v_1_roxadustat_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
VD-88-MW70_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.310702
GSE134214_0_v_1_ell2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE166920_6_v_4_adalimumab_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE212760_0_v_1_fxr1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE79291_1_v_2_streptozotocin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Human brain microvascular endothelial cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.799
ESR2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	55.9942
GSE225901_2_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE231720,GSE231724_2_v_0_setd2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE158834_2_v_3_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE179002_3_v_7_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE243199_1_v_0_paclitaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
BD-96-HO33_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.230742
GSE154197_1_v_2_ints13_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF320	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	295.84
GSE200839,GSE233826_3_v_4_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE155836,GSE155839_3_v_2_alvocidib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE146982_4_v_1_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE143643,GSE143644_3_v_5_hdac3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE228430_1_v_3_fabp5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
496100651_FWM_probable Alzheimer's disease_TBI_83_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.84064
GSE128730_4_v_5_neratinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Brain	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
TAF1D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3456
MFAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10941
WDR37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17476
GSE115395_2_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE157036,GSE166411_3_v_1_halofuginone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GPN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13627
GSE120612_7_v_2_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GTEx Brain 20-29 vs 70-79	GTEx Tissue-Specific Aging Signatures	-1.0	-15.5552
JUN-27471255-CHONDROCYTES-MOUSE-RIB	ChEA Transcription Factor Targets 2022	1.0	null
PMC7857731-elife-63093-supp1.xlsx-DEG_MITF-X6vsEV-SkMEL28-Unnamed_2_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE110268_0_v_3_foxd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
WDR24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2189
GSE245270_2_v_0_isoproterenol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE115542_2_v_1_digoxin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SNX12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13563
CHEMBL569227	DeepCoverMOA Drug Mechanisms of Action	1.0	0.29
GSE169152_3_v_2_ibrutinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE226249_0_v_6_pirfenidone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE221327_4_v_0_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
2-iminoacetate synthase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.605
GSE228162_2_v_5_nr2f6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE151829,GSE151831_7_v_0_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE120370_0_v_3_thrombin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE180200,GSE180201_3_v_0_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Trophoblast cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.582
FOS	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.1463
GSE192771_2_v_3_sorafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE157555,GSE157556_0_v_1_foxa2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Glucosidase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.568
GSE157296,GSE157298_4_v_3_kbtbd4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NOP53	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09136
ZNF746	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26339
GSE179002_4_v_7_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE206729_4_v_0_trps1_human	RummaGEO Gene Perturbation Signatures	1.0	null
Spongiotrophoblast	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.724
Parietal trophoblast giant cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.558
YY2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.9846
GSE206729_2_v_0_trps1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE195559_6_v_9_notch1_human	RummaGEO Gene Perturbation Signatures	1.0	null
Hic1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.7762
Ganglion	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.365
Mitotic arrest phase fetal germ cell_Fetal gonad_Human	CellMarker Gene-Cell Type Associations	1.0	null
Ectoplacental cone	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.113
PMC10933434-44319_2024_69_MOESM2_ESM.xls-HRV16-UV_vs_MI-Ensembl_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
GTEx AdiposeTissue 20-29 vs 40-49	GTEx Tissue-Specific Aging Signatures	-1.0	-6.65253
ARID3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24166
GSE154577_13_v_5_plagl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE195503_3_v_2_progesterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC7455079-jciinsight-5-140380-s227.xlsx-Supp_Table_8-ILL1_T_Cells_FOXP3_FOXP3	Rummagene Transcription Factor Associations 2026	1.0	null
BB-77-QQ71_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.247869
ZIC4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	68.5807
PMC9980149-media-17.xlsx-Supp_Table_12_Bulk_Seq_CTH_KD_I-Unnamed_12_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE128333_2_v_0_tcf4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE193177_1_v_3_st266_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE137144_4_v_6_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE143944_1_v_0_ribociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
KA-75-LP02_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.228234
GSE96991,GSE97117_5_v_2_il11_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
EFO-27 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.573
RXRA::VDR	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.5
GSE92457_7_v_8_ethanol_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Frontal lobe	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.16
H2BK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11091
GSE150669_2_v_3_roxadustat_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9235320-mmc2.xlsx-ST9_eQTL-MR-results-Unnamed_1_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
496100438_PCx_possible Alzheimer's disease_no TBI_88_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.89755
GSE166783_3_v_2_tp53_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE57871_11_v_2_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9714459-DataSheet3.xlsx-Supplement_3A-1037_elements_included_exclusively_in_MSC_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
GSE151829,GSE151831_1_v_0_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MYCN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.9698
GSE77108_0_v_1_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
Lymphoblastoid cell line	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.19
JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.573
SD-69-QA40_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.248207
PMC12621392-12864_2025_12212_MOESM2_ESM.xlsx-GSF-F_48h_2-down-regulated_PDX1	Rummagene Transcription Factor Associations 2026	1.0	null
FD-91-OK66_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.438695
GSE151494_1_v_4_nrp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE162892_3_v_2_isox_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE139966_1_v_2_figla_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC4082627-12864_2014_6197_MOESM8_ESM.xlsx-ZNF217_ER-Nearest_Ensembl_ZNF217	Rummagene Transcription Factor Associations 2026	1.0	null
PMC5497057-ncomms15921-s2.xlsx-AA_PCa_vs_AA_NP-Unnamed_2_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE146982_4_v_1_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
LRRC42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14534
GSE60217_1_v_0_inosine_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100340_TCx_possible Alzheimer's disease_no TBI_100+_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.06081
Prefrontal cortex	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.16
PMC7397849-supp_gad.338681.120_Supplemental_Table_S3.xlsx-S3M_Peaks_YAP1MAMLD1_TEAD4-Unnamed_11_TEAD4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE210101,GSE210114_1_v_9_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
496100484_FWM_no dementia_no TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-3.64328
GSE232631_5_v_3_brca2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE97278,GSE97280_2_v_1_nsd2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE144231_3_v_5_cxcr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE216538_1_v_3_mrs2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE183335,GSE183351_1_v_2_lin28b_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE255432_6_v_2_imeglimin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE137818_3_v_6_brca2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE201239_3_v_4_fmr1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Amygdala	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.365
HD-51-KD29_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.23538
BCL6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.9134
GSE138863_2_v_0_disulfiram_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GCM2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.2527
RD-90-OY66_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.318153
PATZ1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	239.5
GSE241036_0_v_1_ethanol_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE199660_1_v_0_secretin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
TCFL5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.8481
GSE213588_9_v_5_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC6242972-41467_2018_6699_MOESM5_ESM.xlsx-Sheet1-Supplementary_Data_2_Significantly_up-_and_down-regulated_genes_adj_P_Val_0_05_upon_TBX2_knockdown_in_the_IMR-5_75_cell_line_TBX2	Rummagene Transcription Factor Associations 2026	1.0	null
MYC-30127528-KELLY-HUMAN-BRAIN-NEUROBLASTOMA	ChEA Transcription Factor Targets 2022	1.0	null
GSE209598_0_v_3_tgfbr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE220058,GSE220059_0_v_1_prrc2b_human	RummaGEO Gene Perturbation Signatures	-1.0	null
LAGE3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7022
GSE158834_7_v_13_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE101239_5_v_0_valproic acid_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE225901_0_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE132369,GSE132371_2_v_0_cccp_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_12_v_4_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE210101,GSE210114_1_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Cerebral hemisphere	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
PMC5105166-ncomms13331-s5.xlsx-Sheet1-Supplementary_Data_4_Gene_expression_signature_of_MEF2D-rearranged_cases_stranded_data_only_MEF2D	Rummagene Transcription Factor Associations 2026	1.0	null
GSE174751_0_v_1_postn_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE128730_3_v_2_neratinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
HCMEC/D3 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.214
GSE195568_3_v_0_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE238116_3_v_2_egr1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Leukocyte	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.464
GSE151412_2_v_3_sorafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE239844_4_v_10_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Amoeba	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.071
GSE206984_1_v_0_bortezomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE173873_4_v_6_stra8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BD-69-XG81_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.216406
GSE200352_9_v_8_pparg_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Lymphocytic leukemia cell line	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.19
Root primordium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.622
GSE160817_5_v_9_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE227891_5_v_3_ethanol_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE169152_5_v_4_ibrutinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
FA-63-WI26_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.264723
TWIST1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.9713
SMG6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19663
ZNF417	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.7157
RORC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.2155
Yolk sac	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.37
ELK1::HOXA1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.3169
DD-42-PC65_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.204944
GSE221327_4_v_2_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TFAP2B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	157.105
GSE202434,GSE202438_8_v_5_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE218060_2_v_6_decitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Tcf12	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.4607
GSE148263_6_v_0_trim3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE96991,GSE97117_5_v_0_il11_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Zfp335	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.4762
CTR9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8444
GSE146074_10_v_8_ly6e_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEx BloodVessel 20-29 vs 60-69	GTEx Tissue-Specific Aging Signatures	-1.0	-32.5516
GSE145323,GSE145324_1_v_0_rfx3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE206784_3_v_4_ninl_human	RummaGEO Gene Perturbation Signatures	1.0	null
SLC45A4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66717
Acifran	DeepCoverMOA Drug Mechanisms of Action	1.0	0.28
GSE147876,GSE147877_2_v_11_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HES1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.7601
SNU213	DepMap CRISPR Gene Dependency	1.0	2.46684
GSE120612_4_v_3_etoposide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE160817_4_v_1_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Blood	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.464
GSE201401_2_v_0_fgfr1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE133329_2_v_3_trim28_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE100863,GSE100864_2_v_1_tet2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
B800-820 antenna complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.538
LPAR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59557
GSE210580_4_v_7_rag2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE151412_2_v_1_sorafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE135030_11_v_6_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC11743796-41420_2025_2295_MOESM5_ESM.xlsx-aged_LPS_BV-2_vs_human_downreg-human_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
Cells - Cultured fibroblasts	GTEx Tissue Gene Expression Profiles 2023	1.0	1.2067
GSE178267_2_v_0_vemurafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE180200,GSE180201_3_v_11_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE147876,GSE147877_2_v_3_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE158834_10_v_9_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Oocyst	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.754
GSE125403_7_v_6_venetoclax_human	RummaGEO Drug Perturbation Signatures	1.0	null
FOSL1::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.5558
GSE120370_0_v_6_thrombin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Basal ganglion	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.365
GSE169571_5_v_1_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Polyhydramnios	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.34
MLXIPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.95987
GSE130081,GSE130082_5_v_10_neil2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
HD-29-LW24_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.230299
GSE158458_2_v_3_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE135030_11_v_9_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE133329_0_v_3_trim28_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE248045,GSE248046_6_v_1_runx1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE202434,GSE202438_4_v_0_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE77108_4_v_1_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE102870_7_v_0_nr1h4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE202434,GSE202438_3_v_11_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Trophoblast giant cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.242
GSE114883_1_v_2_romidepsin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE116810_2_v_0_selinexor_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE210770_0_v_1_foxp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE142210_2_v_5_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE142210_3_v_0_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE195663_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE77108_3_v_2_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE152441,GSE152442_1_v_5_folic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE174498,GSE174500_3_v_7_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE159893_2_v_0_genistein_human	RummaGEO Drug Perturbation Signatures	-1.0	null
IB-33-TE51_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.28365
ZNF281	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	216.347
GSE195503_1_v_2_progesterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE199606_5_v_7_ricin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
WM3772F	DepMap CRISPR Gene Dependency	1.0	2.37558
GSE98831_1_v_0_brca1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
HES2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	43.6054
PMC7291745-12967_2020_2407_MOESM2_ESM.xlsx-Table_S1D_CCF_pairs-locus_PITX1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE193999,GSE194000_3_v_2_atf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE146982_7_v_1_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE158834_10_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
KLF10	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	176.332
Spinal cord	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.158
ZNF343	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	71.3117
GTEx AdiposeTissue 20-29 vs 60-69	GTEx Tissue-Specific Aging Signatures	-1.0	-17.9186
GSE119978,GSE180930_6_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE211357_1_v_3_atg7_human	RummaGEO Gene Perturbation Signatures	-1.0	null
D-(+)-Glucose	DeepCoverMOA Drug Mechanisms of Action	1.0	0.24
GSE134375_0_v_2_stat3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
DMTF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.71505
ZNF835	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5081
GSE211126_3_v_0_hapln1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE164494_1_v_2_rab22a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MXI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20687
ECC4	DepMap CRISPR Gene Dependency	1.0	2.68151
KLF7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	148.457
NR2C1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.5368
GSE146982_4_v_6_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TFAP2E	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	73.078
GSE174498,GSE174500_2_v_7_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE150072,GSE169209_4_v_11_qser1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE77108_4_v_7_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
PRPF19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28571
GSE239844_1_v_10_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE242333_0_v_2_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC10363146-41598_2023_38681_MOESM1_ESM.pdf-460-NFKB2_NFKB2	Rummagene Transcription Factor Associations 2026	1.0	null
PMC4219345-1471-2121-14-52-S3.xlsx-BORIS_hNP1-Gene_Symbol_CTCFL	Rummagene Transcription Factor Associations 2026	1.0	null
GSE142210_3_v_7_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Cerebral peduncle	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.029
TTF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2516
GSE240896,GSE240899_10_v_0_ccnt1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Leaf sheath	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.501
GSE213611_1_v_0_nuf2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158834_0_v_4_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE123502,GSE123504_1_v_0_chd4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SNAP23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01142
Seminal vesicle	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
GSE205070_2_v_9_mertk_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
JUN::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.1055
GSE130715_2_v_3_budesonide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE120415,GSE120447_0_v_1_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CTCFL	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.958
SW-626 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.44
GSE210101,GSE210114_6_v_9_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE218060_5_v_0_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE135030_3_v_1_fludarabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE233647_4_v_0_docetaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HIPK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27335
T-lymphoblastic leukemia cell line	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.19
GSE88819_11_v_8_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE152441,GSE152442_6_v_3_folic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE135350_3_v_0_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE240896,GSE240899_2_v_0_ccnt1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE152441,GSE152442_6_v_5_folic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
JD-81-YX02_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.25692
Extraembryonic tissue	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.334
t60-adrenal_consensus	MoTrPAC Rat Endurance Exercise Training	1.0	2.78251
GSE63048_11_v_12_morc1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE211357_2_v_0_atg7_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE126345_7_v_5_hcrt_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SUDHL8	DepMap CRISPR Gene Dependency	1.0	13.2832
GSE135030_8_v_2_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC6935105-40170_2019_206_MOESM9_ESM.xlsx-HIF1_up_VENN-697_elements_included_exclusively_in_HIF1_genes_HIF1A	Rummagene Transcription Factor Associations 2026	1.0	null
BAG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17558
Rucinol	DeepCoverMOA Drug Mechanisms of Action	1.0	0.28
GSE86507,GSE86509_0_v_8_hoxb7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
AA-86-YY62_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.202064
GSE84462,GSE84762_0_v_7_ezh2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC10181932-41588_2023_1366_MOESM4_ESM.xlsx-Supplementary_Table_2-Supplementary_Table_2_Additional_information_for_all_SOX9-dependent_genes_SOX9	Rummagene Transcription Factor Associations 2026	1.0	null
NR2F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	55.3886
Central nervous system	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
GSE244710_1_v_0_srsf1_human	RummaGEO Gene Perturbation Signatures	1.0	null
RMUGS	DepMap CRISPR Gene Dependency	1.0	2.0927
GSE165682_2_v_1_ptbp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Zfx	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	72.681
GSE143994_2_v_1_ythdf1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE246335_4_v_5_tp53_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Tuber	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.843
STK416816	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.39
Retrotransposon nucleocapsid	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.944
Brain - Cerebellar Hemisphere	GTEx Tissue Gene Expression Profiles 2023	-1.0	-1.59814
GSE168798_0_v_1_isg15_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE57871_1_v_12_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE184892_4_v_2_trehalose_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE126345_11_v_5_hcrt_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE166783_1_v_2_tp53_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TE-15-RO34_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.251116
GSE96544_1_v_0_mebendazole_human	RummaGEO Drug Perturbation Signatures	1.0	null
Brain endothelium cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.762
GSE201309_5_v_3_matrine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ATG13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12848
BEC	DeepCoverMOA Drug Mechanisms of Action	1.0	0.32
GSE169205_3_v_2_sirt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
UCN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02557
U118MG	DepMap CRISPR Gene Dependency	1.0	2.37707
GSE137144_2_v_0_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE218060_1_v_0_decitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
EA-39-YN88_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.279697
GSE169571_5_v_4_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE147626_3_v_0_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE164494_1_v_2_angiotensin ii_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
IF-87-AU84_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.283186
GSE133213_6_v_5_znrf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE142210_9_v_0_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CENPM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29808
BIX 01294	DeepCoverMOA Drug Mechanisms of Action	-1.0	-1.12
GSE248045,GSE248046_6_v_2_runx1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MOLT-4 cell	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.19
GSE147893,GSE147897_2_v_1_rbm4_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC3290552-pone.0032232.s006.xls-MUC4-KD_vs_Mock-Unnamed_3_AR	Rummagene Transcription Factor Associations 2026	1.0	null
SNU81	DepMap CRISPR Gene Dependency	1.0	10.0859
GSE148252_0_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE60217_1_v_7_inosine_human	RummaGEO Drug Perturbation Signatures	1.0	null
EA-18-FP00_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.215852
496100322_FWM_possible Alzheimer's disease_no TBI_100+_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.19882
PMC2694838-1471-2164-10-241-S2.xls-Sheet1-Regulated_genes_by_ZNF191_knockdown_ZNF24	Rummagene Transcription Factor Associations 2026	1.0	null
GSE226316_6_v_2_tead2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC6742760-41467_2019_12079_MOESM10_ESM.xlsx-Data_S8-Supplementary_Data_8_Target_genes_of_FOXA1-bound_enhancers_FOXA1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE138818_1_v_0_nanog_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE226249_0_v_4_pirfenidone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
496100478_HIP_dementia_TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.61655
GSE89154_1_v_0_proscillaridin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE202825_2_v_1_ano1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158834_2_v_4_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CENPI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12292
E2F6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.9884
GSE77108_8_v_2_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BB30HNC	DepMap CRISPR Gene Dependency	1.0	2.58135
GTEx Thyroid 20-29 vs 60-69	GTEx Tissue-Specific Aging Signatures	-1.0	-7.66319
GSE147876,GSE147877_2_v_10_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC5894239-12864_2018_4591_MOESM9_ESM.xlsx-ST12_mir_upregulated-Ensembl_ID_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
Midbrain	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.029
GSE195503_3_v_0_progesterone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF816	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	91.7075
GSE232836_2_v_6_morphine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF550	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04049
CHMP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55008
GSE44157,GSE44163_3_v_0_nr6a1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE116810_5_v_4_selinexor_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE203072_2_v_3_rpl3l_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE221020,GSE221023_2_v_1_pten_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE111660_4_v_6_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE196117_6_v_0_clarithromycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE205070_2_v_5_mertk_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE160442,GSE160444_1_v_0_arid1a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE142588_2_v_0_cinobufagin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FA-92-JL46_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.385798
GSE113106_2_v_5_dnm2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE134375_3_v_2_stat3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
AB-33-EM56_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.2583
E2F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11566
GSE202434,GSE202438_2_v_5_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100436_FWM_no dementia_no TBI_95-99_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.3802
DB-54-GQ68_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.453778
GSE228413_2_v_5_mavs_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE212312_2_v_3_fbxw7_human	RummaGEO Gene Perturbation Signatures	1.0	null
NR4A2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.8562
GSE188832,GSE188835_0_v_1_irf4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
2125_DDX49_P1P2	Replogle et al., Cell, 2022 RPE1 Essential Perturb-seq Gene Perturbation Signatures	1.0	1.23088
PMC10061014-Table5.XLSX-C_vs_L-Table_S5a_Results_of_gene-wise_analysis_of_cd-ASE_depending_on_LPS_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
KLF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	62.2145
GSE158834_12_v_13_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE146074_10_v_7_ly6e_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE208254_3_v_2_irf8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Vagina	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.60702
GSE241701_1_v_0_daxx_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
IER2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18066
PMC12171002-jcav16p2578s1.pdf-68-BAZ2B-A_BAZ2B	Rummagene Transcription Factor Associations 2026	1.0	null
MYBL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.73811
Ionocyte cell_Lung_Human	CellMarker Gene-Cell Type Associations	1.0	null
GSE215351,GSE215794_2_v_3_kdm8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE48812_8_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
Colon - Transverse	GTEx Tissue Gene Expression Profiles 2023	-1.0	-1.27689
GSE92434_1_v_0_ebf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC11408518-41598_2024_73146_MOESM5_ESM.xlsx-Intersection_gene-NCOA1_NCOA1	Rummagene Transcription Factor Associations 2026	1.0	null
TPX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01048
MLN4924	DeepCoverMOA Drug Mechanisms of Action	-1.0	-2.37
GSE176008_0_v_1_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE133213_2_v_3_znrf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE185519_3_v_5_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
AA-52-JS03_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.253394
TFAP2C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	171.87
JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.0996
GTEx Brain 20-29 vs 50-59	GTEx Tissue-Specific Aging Signatures	-1.0	-6.47617
GSE169571_3_v_2_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE147876,GSE147877_4_v_5_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Hematopoietic cell	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.464
GSE157282_0_v_1_doxorubicin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PRPH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61085
GSE246184,GSE246195_0_v_1_sin3a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE135030_3_v_4_fludarabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Zfp961	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	40.8618
GSE146982_7_v_1_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SW1990	DepMap CRISPR Gene Dependency	1.0	3.5275
GSE199660_1_v_3_secretin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PAX9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.6849
GSE218171_1_v_0_foxn3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE142210_2_v_1_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
Arbuscule	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.546
OV7	DepMap CRISPR Gene Dependency	1.0	2.96349
ABCE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51459
GSE195743_1_v_4_lhx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CREB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.9499
GSE247764_0_v_2_nell2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Hypothalamus	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.218
SAP18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.07317
Angelman syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.433
GSE120612_7_v_3_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE172189_0_v_1_venetoclax_human	RummaGEO Drug Perturbation Signatures	1.0	null
p-Tolylboronic acid	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.44
GSE146074_1_v_8_ly6e_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE48812_3_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC11265019-13048_2024_1474_MOESM4_ESM.docx-0-ZHX3_ZHX3	Rummagene Transcription Factor Associations 2026	1.0	null
GSE189609_1_v_2_hax1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE210655_3_v_4_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE193541_1_v_2_nifurtimox_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE174498,GSE174500_5_v_8_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC12775252-18_2025_5991_MOESM3_ESM.xlsx-Sheet1-Supplementary_Table_2_Up-_and_down-regulated_genes_in_TCF7L2-depleted_EVT_compared_to_control_EVT_TCF7L2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE121246_1_v_0_stat5b_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE71385_1_v_0_cdk8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE146962_0_v_1_glucosamine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Diencephalon	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.218
POLR2J	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65631
GSE138019_1_v_5_nudt12_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE137177_1_v_0_folic acid_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
SMAD3-30307970-HCASMC-HUMAN-CORONARYARTERY	ChEA Transcription Factor Targets 2022	1.0	null
GSE146982_7_v_5_gpd1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE203485_1_v_0_sunitinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE179002_3_v_1_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE229468,GSE229471_2_v_1_znf587_human	RummaGEO Gene Perturbation Signatures	-1.0	null
4,4'-Dichlorobenzil	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.54
GSE115542_2_v_4_digoxin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE213588_9_v_0_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE122101,GSE122103_3_v_4_ssu72_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Tongue muscle	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.572
PMC6080909-JEM_20171312_TableS1.xlsx-miR-196_predicted-Table_S1_miR-196a_b_predicted_targets_by_PITA_PicTar_TargetScan_and_DIANA_prediction_algorithms_ZFP1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE167324_1_v_0_eif4e_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Leiomyosarcoma cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.613
GSE173307,GSE173391_0_v_1_rgcc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF708	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.7055
GSE196259_1_v_3_gcm1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE186810,GSE186813_2_v_5_furin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE92457_9_v_12_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Cerebral cortex	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
GSE255432_4_v_3_imeglimin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE180200,GSE180201_3_v_9_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE235066_4_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC7397849-supp_gad.338681.120_Supplemental_Table_S3.xlsx-S3M_Peaks_YAP1MAMLD1_TEAD4-Unnamed_14_TEAD4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE169571_0_v_2_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PAC-1	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.67
GSE121198,GSE129779_3_v_2_arid1a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158834_7_v_4_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC7857731-elife-63093-supp1.xlsx-DEG_MITF-X6vsEV-SkMEL28-Unnamed_1_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE202434,GSE202438_3_v_0_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
NFE4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04
GSE154577_7_v_10_plagl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
AD-51-SS86_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.283378
chr22_44529217_T_C_b38	GTEx eQTL 2025	1.0	3.7935
GSE158834_12_v_9_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Normoblast	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.249
GSE209601_0_v_1_mef2a_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE101748_0_v_1_apela_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Host cellular component	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.793
Brain - Caudate (basal ganglia)	GTEx Tissue Gene Expression Profiles 2023	-1.0	-1.16578
ESR1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.266
GSE193541_1_v_3_nifurtimox_human	RummaGEO Drug Perturbation Signatures	-1.0	null
KLF12	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	191.784
KIAA0930	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53746
GSE179974_3_v_0_carboplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MELK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14376
GSE234043_0_v_1_abcb1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE158834_12_v_13_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE196117_6_v_5_clarithromycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE161800_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE183606_1_v_0_rutaecarpine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE240896,GSE240899_10_v_4_ccnt1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE221577_3_v_5_pik3r1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE120612_4_v_1_etoposide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC3470785-NIHMS377161-supplement-12.pdf-481-ZNF395_ZNF395	Rummagene Transcription Factor Associations 2026	1.0	null
GSE138863_2_v_1_disulfiram_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE167224,GSE168147_1_v_5_hnrnpk_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CACNA1H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2567
Rofecoxib	DeepCoverMOA Drug Mechanisms of Action	-1.0	-0.3
BA-84-WN26_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.431375
GSE173201_2_v_3_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
chr22_44456288_C_G_b38	GTEx eQTL 2025	1.0	2.05023
Tetraamelia syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.246
GSE157555,GSE157556_4_v_2_foxa2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
WD-62-UB45_0.01uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.23034
GSE169152_5_v_6_ibrutinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Null cell	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.464
GSE158834_7_v_6_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE135030_3_v_10_fludarabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE158834_10_v_13_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PRDM9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	255.558
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-ICM_JUN-Unnamed_2_JUN	Rummagene Transcription Factor Associations 2026	1.0	null
HB-06-WU12_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.236495
GSE214842_0_v_1_atf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE58724_1_v_0_oxymetholone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
RTL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39454
GSE157383_0_v_1_abemaciclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Brain microvascular endothelial cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.794
GSE142210_11_v_7_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE226249_5_v_7_pirfenidone_human	RummaGEO Drug Perturbation Signatures	1.0	null
SH4	DepMap CRISPR Gene Dependency	1.0	2.05739
GSE224157_2_v_1_doxorubicin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE233049_1_v_0_atf3_human	RummaGEO Gene Perturbation Signatures	1.0	null
DD-74-PJ26_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.211422
Hair root	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.567
GSE85880,GSE85881_4_v_1_tretinoin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Ezatiostat	DeepCoverMOA Drug Mechanisms of Action	1.0	0.24
496100307_FWM_possible Alzheimer's disease_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.33818
Forebrain	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
PMC5105166-ncomms13331-s11.xlsx-Sheet1-Supplementary_Data_10_Overlap_of_upregulated_genes_in_MEF2D-rearranged_cases_with_public_ChIPseq_RNAseq_data_MEF2D	Rummagene Transcription Factor Associations 2026	1.0	null
NR4A1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.4116
BABAM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12455
GSE158834_1_v_13_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MUTZ8	DepMap CRISPR Gene Dependency	1.0	3.35968
GTEx BloodVessel 20-29 vs 40-49	GTEx Tissue-Specific Aging Signatures	-1.0	-7.54093
Brain - Nucleus accumbens (basal ganglia)	GTEx Tissue Gene Expression Profiles 2023	-1.0	-0.76343
NE-94-VE83_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.261304
GSE152432_1_v_4_zrsr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE146074_6_v_8_ly6e_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158834_10_v_4_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Hematopoietic cell line	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.19
GSE226316_1_v_2_tead2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE158834_0_v_13_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE225656_2_v_3_tsc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE196117_1_v_0_clarithromycin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE149880_2_v_1_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF213	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	93.4221
NEDD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19907
GSE147876,GSE147877_2_v_7_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GXYLT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35831
Blood cancer cell	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.19
GSE173232_2_v_0_sf3b1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE242096,GSE242098_1_v_0_med1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE178255_1_v_7_tlr4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE134375_6_v_2_stat3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE183251_1_v_0_cyp2c70_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE233049_2_v_0_atf3_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE100316_5_v_4_mtor_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE226316_4_v_2_tead2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC8481886-Table_2.xlsx-A_subsets-common_MSC_AF_MSC_UdRPC_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
PMC9305137-PATH-256-297-s005.xlsx-CIC_associated_DE_genes_IDH1-W-Unnamed_1_CIC	Rummagene Transcription Factor Associations 2026	1.0	null
GSE128099,GSE128159_3_v_2_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
TMEM37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26199
GSE158834_0_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE160817_2_v_1_slamf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE202434,GSE202438_10_v_1_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Embryonic brain	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.462
Adipose - Visceral (Omentum)	GTEx Tissue Gene Expression Profiles 2023	-1.0	-2.07685
GSE229671,GSE229673_3_v_1_yrdc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE77108_5_v_2_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE158834_1_v_13_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE232558_0_v_1_fbxl12_human	RummaGEO Gene Perturbation Signatures	1.0	null
IC-28-HS37_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.335052
SP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	182.277
GSE174498,GSE174500_0_v_8_asparaginase_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC5291205-srep41905-s3.xlsx-LPS_datasets_gmx-Unnamed_4_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE114553_0_v_1_lhx6_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE132369,GSE132371_1_v_0_cccp_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE89154_1_v_3_proscillaridin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9509360-41419_2022_5262_MOESM6_ESM.xlsx-Fig_2D_MSC_targeted_RNF4-Up_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
CARM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31956
PMC11426526-ppat.1012555.s014.xlsx-DEG_DC_C91-PL_LPS_vs_DC_Jurkat-DEG_MDDC_C91-PL_LPS_vs_MDDC_Jurkat_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE210101,GSE210114_8_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE137144_5_v_1_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE162590_1_v_0_gsx2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE210101,GSE210114_0_v_9_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE120612_4_v_0_etoposide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Lymphocyte	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.464
PHA 767491	DeepCoverMOA Drug Mechanisms of Action	-1.0	-4.21
GSE238018_3_v_2_mxra8_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE150055_0_v_2_melphalan_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE200673,GSE200691_2_v_3_hmga2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE221327_5_v_0_clpp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC12623973-41467_2025_64981_MOESM3_ESM.xlsx-downregulated-c0_ACKR4_SCS_ceiling_LEC_TWIST1	Rummagene Transcription Factor Associations 2026	1.0	null
BD-49-MD69_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.242975
Lymphoid cell	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.464
GSE130715_1_v_0_budesonide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE114883_0_v_2_romidepsin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE240896,GSE240899_2_v_4_ccnt1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE247862,GSE247863_0_v_5_eomes_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SNAI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.6842
NAA50	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10011
CE-18-AP15_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.251775
CDKN2AIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07526
GSE148200_1_v_2_gemcitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE137144_2_v_1_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE232631_5_v_2_brca2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE142210_4_v_5_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
MON1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26441
496100390_PCx_probable Alzheimer's disease_no TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.52022
SOX10	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.4891
GSE115542_5_v_1_digoxin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZBTB10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00791
GSE168918_1_v_0_tmprss4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE140445,GSE140448_1_v_0_trim28_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE142019,GSE142021_1_v_3_ythdf2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE210667_1_v_0_rfx1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF530	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	110.28
GSE213588_10_v_4_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
AA-87-EI21_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.258749
PGA1	DepMap CRISPR Gene Dependency	1.0	7.79908
GSE247764_4_v_2_nell2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE48812_3_v_5_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
AC-47-YZ27_10uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.20093
HES5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.5001
GSE155852_0_v_2_apigenin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Nance-Horan syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.74
GSE186633_2_v_0_chd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE123943_4_v_0_sox1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SHANK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17256
HCT-116 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.775
MPI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0578
GSE126127_0_v_4_prmt1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NUF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65651
GSE133087_3_v_2_metformin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE185519_3_v_0_gilteritinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
AC-47-YZ27_0.1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	-1.0	-0.263921
Haustorium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.872
HINFP	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.706
GSE140937,GSE140938_0_v_2_slfn11_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE224969,GSE224971_3_v_1_chtop_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE229973_4_v_6_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Fibre tract	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.029
PMC10061014-Table5.XLSX-C_vs_LD-Table_S5c_Results_of_gene-wise_analysis_of_cd-ASE_depending_on_LPS_DEX_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE129241_3_v_0_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Large granular lymphocyte	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.464
RORA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.0133
MDN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11385
GSE151829,GSE151831_1_v_8_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF701	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	62.1407
HEY2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.8142
GSE42805,GSE42811_2_v_3_cocaine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE144231_6_v_5_cxcr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE146982_4_v_6_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE172146_2_v_0_mettl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE167956_4_v_0_trim28_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE219195_4_v_2_rbm12_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE145639_1_v_2_adar_human	RummaGEO Gene Perturbation Signatures	1.0	null
IGROV-1 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.951
Sinusoidal trophoblast giant cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.843
GSE178532_2_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE92614_1_v_0_pten_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Ikzf3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.8478
Flavopiridol	DeepCoverMOA Drug Mechanisms of Action	-1.0	-2.49
PMC4219345-1471-2121-14-52-S4.xlsx-BORIS_6dN-Gene_Symbol_CTCFL	Rummagene Transcription Factor Associations 2026	1.0	null
GSE232218_1_v_0_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE146074_6_v_7_ly6e_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE77108_0_v_2_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC10319804-41467_2023_38747_MOESM9_ESM.xlsx-KHSRP_KD_genes_up-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE116433_1_v_0_glucosamine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE125862_2_v_0_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE134375_0_v_7_stat3_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC5894239-12864_2018_4591_MOESM9_ESM.xlsx-ST12_mir_upregulated-Gene_name_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE248045,GSE248046_0_v_1_runx1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE146074_1_v_7_ly6e_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE229973_4_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE202434,GSE202438_15_v_1_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE166783_8_v_2_tp53_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE147876,GSE147877_2_v_8_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE162892_3_v_2_sox9_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE135030_3_v_0_fludarabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE133087_1_v_2_metformin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE106661,GSE106665_2_v_3_arid1a_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE183251_4_v_0_cyp2c70_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Sulcotrione	DeepCoverMOA Drug Mechanisms of Action	1.0	0.23
GSE214212_2_v_1_chd6_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE202434,GSE202438_13_v_5_talazoparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE120370_4_v_3_thrombin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE151829,GSE151831_7_v_8_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE183271_1_v_0_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE147876,GSE147877_4_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE233647_2_v_0_docetaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GA-88-CF36_1uM	NIBR DRUG-seq U2OS MoA Box Gene Expression Profiles	1.0	0.203302
GSE216538_7_v_4_mrs2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE195663_0_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null