association	dataset	threshold value	standardized value
GSE175787_13_v_9_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE60217_1_v_0_inosine_human	RummaGEO Drug Perturbation Signatures	1.0	null
NFIL3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.4623
SCRT2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.7504
ZNF547	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.5789
GSE164505,GSE164506_3_v_2_indisulam_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC7914369-thnov11p3676s2.xls-BPTF-KOvsCtrl-AccID_BPTF	Rummagene Transcription Factor Associations 2026	1.0	null
FOXH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.3023
HSF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.5435
POU6F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.9136
MSC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.4275
GSE231720,GSE231724_2_v_1_setd2_human	RummaGEO Gene Perturbation Signatures	1.0	null
TFAP4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	52.2908
RXRB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	50.577
HES6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.9071
GSE60217_1_v_2_inosine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE135030_3_v_0_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
FOSL2::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.1566
GSE233679_5_v_15_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
NR4A2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.3799
TP63	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.1079
BACH2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.916
TEF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.4797
MGA::EVX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.3781
ZNF324	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.0875
PMC8554124-DataSheet2.XLSX-57-CEBPD_CEBPD	Rummagene Transcription Factor Associations 2026	1.0	null
MAX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.5919
NR2F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	56.072
MAF::NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.6174
GSE233679_5_v_8_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE201309_4_v_7_matrine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
POU5F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.5599
PRPF19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28571
GSE70935_3_v_5_cyfip1_human	RummaGEO Gene Perturbation Signatures	1.0	null
Insulin receptor complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.913
TCF7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.5951
GSE233679_14_v_13_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
FOSL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.808
chr17_37901254_G_T_b38	GTEx eQTL 2025	1.0	1.7831
MXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.377
NR2F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.8739
GSE120612_4_v_1_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE233679_14_v_15_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
E2F8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.3062
RARA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	61.9486
GSE153867_6_v_4_olaparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Methionine adenosyltransferase complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.228
GSE178907_0_v_3_fkrp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE174701_4_v_0_maml3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
RARA::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.3478
GSE70935_2_v_4_cyfip1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MAFG::NFE2L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.9902
FOSB::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.1675
GSE233679_14_v_8_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC8709578-elife-69843-supp2.xlsx-HSF1_KO_2_Ctr-Gene_Name_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE233679_14_v_1_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE201309_1_v_0_matrine_human	RummaGEO Drug Perturbation Signatures	1.0	null
PSMG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2836
ZBTB24	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.9976
NDUFA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89741
MYC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.984
GSE128634,GSE128636_4_v_5_foxo1_human	RummaGEO Gene Perturbation Signatures	1.0	null
Caki-1 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.71
GSE233679_5_v_3_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE70935_2_v_0_cyfip1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE233679_5_v_13_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE174498,GSE174500_2_v_8_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BAD-BCL-2 complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.562
TWIST1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.9257
GSE233679_14_v_3_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF317	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.7707
RARA::RXRG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.4588
NKX2-5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.4653
TAL1::TCF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.8409
SNAI3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.1295
ZNF416	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.0696
GTPase activator activity	GO Molecular Function Annotations 2025	1.0	null
NEUROD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.872
BATF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.7559
GSE174498,GSE174500_2_v_7_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE174498,GSE174500_2_v_1_asparaginase_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RARB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.58
ZNF675	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.4964
SCRT1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.9056
17q12 copy number variation syndrome	WikiPathways Pathways 2024	1.0	null
Chang cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.017
PMC8423434-mmc7.xlsx-KLF4_HENSM-Genes_n_2172_KLF4	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12211054-spectrum.00100-25-s0002.pdf-34-TAL1_TAL1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE175787_5_v_9_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
MAF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.4692
ZNF75A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.9971
Feather vane	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.945
PRPF4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29125
GSE120612_7_v_1_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF708	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.5159
ETV5::FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.71
GSE175787_11_v_9_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
DMRTC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.8271
GSE201309_5_v_0_matrine_human	RummaGEO Drug Perturbation Signatures	1.0	null
MYF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.8958
ZBTB18	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.9988
GSE233679_6_v_2_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CLOCK	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.1361
MYOG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.5019
GSE109111_2_v_0_stim1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE120612_6_v_1_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
Skin - Sun Exposed (Lower leg)	GTEx Tissue Gene Expression Profiles 2023	1.0	3.67057
BATF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.5093
PMC8709578-elife-69843-supp2.xlsx-HSF1_KO_2_Ctr-Nearest_Ensembl_HSF1	Rummagene Transcription Factor Associations 2026	1.0	null
FOSL1::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.2156
GTPase regulator activity	GO Molecular Function Annotations 2025	1.0	null
PAX6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.8605
GSE174701_4_v_8_maml3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
OSR2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.5834
GSE233679_5_v_1_nicotinamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
MAFA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.3762
MAFK	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.482
DDX27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76455
GSE175787_8_v_9_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
TBXT	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.0215
MYF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.7634
PMC8616957-41467_2021_27270_MOESM4_ESM.xlsx-Sheet1-Supplementary_Data_1_Differentially_expressed_genes_FDR_0_05_edgeR_exact_test_in_MLL-AF4_infant-ALL_vs_MLL-AF4_childhood-ALL_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
RARG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.342
TP53	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.9086
GSE174701_4_v_7_maml3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Ovarian epithelial cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.473
TP73	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.6339
MDN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44617
GSE153867_6_v_8_olaparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Ovary epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.118
GSE225901_0_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
NEUROG2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.6894
THRB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	86.3901
Renal clear cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.129
PPARG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.1786
GSE173232_4_v_3_sf3b1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE174701_4_v_3_maml3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
RXRG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.8795
GSE231720,GSE231724_3_v_0_setd2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Lewis lung carcinoma cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.628
BATF::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.5913
FERD3L	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.0314
HAND2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.4366
SOX21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.9447
PMC10042887-41419_2023_5742_MOESM4_ESM.xlsx-Table_S4-Table_S4_Overlap_genes_of_HOXB3_vs_HOXB3-_and_APC-KO_vs_APC-intact_HOXB3	Rummagene Transcription Factor Associations 2026	1.0	null