association	dataset	threshold value	standardized value
Reproductive system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.278
SCRT1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.3703
GSE168797_2_v_0_cannabidiol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Endocrine system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.601
PMC10774440-41531_2023_624_MOESM3_ESM.xlsx-MLi2_TRAPD_P_DOM_PD_0_05_allele-Gene_refGene_SOX10	Rummagene Transcription Factor Associations 2026	1.0	null
SEMA4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29305
Gastric gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.279
GSE88819_1_v_2_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Spz1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.6667
GSE234514,GSE234516_2_v_3_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Biceps femoris	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.981
Yy1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.7908
FOXJ2::ELF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.1984
RXRA::VDR	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	52.6
FOSB::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.6626
Rheumatic fever	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.188
GSE140607_0_v_6_pioglitazone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
USF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.7293
ETFBKMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87905
TBX21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.5057
ZBTB17	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.0872
Organ system benign neoplasm	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.278
ETV5::FOXO1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.8243
FOXD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	126.131
ERF::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.2799
Cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.702
GSE88819_5_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Nfatc2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.7416
SLC39A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34239
FMO5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86776
GSE210655_3_v_6_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE112860_5_v_1_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Sperm flagellum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.919
Autoimmune disease of endocrine system	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.601
NFIB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.2192
ELF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.6269
Mastitis	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.467
MYOG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97042
GSE72895,GSE72896_0_v_1_progesterone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Fibula	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.909
GSE88819_0_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FOXO1::FLI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.3802
Hinge joint	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.793
BATF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.1492
CREB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.8953
ONECUT3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	103.283
ZNF766	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.8549
IKZF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.3844
Tfcp2l1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	36.8065
Sox3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	21.9644
Sperm plasma membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.212
FOXO1::ELK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.6068
Heart disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.652
Uterine benign neoplasm	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.278
PMC9558712-Data_Sheet_2.xlsx-POU3F4_WT_vs_CTRL-Unnamed_0_POU3F4	Rummagene Transcription Factor Associations 2026	1.0	null
RND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3411
RUNX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.5937
NR2F1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	61.9998
Biceps	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.764
NR1D2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.2068
TBX15	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.058
Sperm fibrous sheath	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.727
BATF::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.274
NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.6324
IRF9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.3084
JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.2573
Thyroid gland disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.48
Disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.702
BNC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.6814
ALAD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41751
ELF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.8369
MAF::NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	52.9963
Organ system cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.702
GTF2H5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76924
GSE152050,GSE152052_1_v_0_arid1a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MYOD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.0153
GSE168797_2_v_3_cannabidiol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CWF19L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06342
ETV2::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.5758
SOX14	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.026
MAFF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.7348
GSE210655_3_v_2_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF771	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84775
TBCD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15795
Atrial fibrillation	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.652
MAFK	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.9133
Sperm flagellum	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.031
NFIC::TLX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.5
GSE221633_0_v_1_trim24_human	RummaGEO Gene Perturbation Signatures	1.0	null
NKX2-3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.7138
SLC7A5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30726
Cerebrovascular disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.871
Ppara	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.1287
MXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.3961
ZNF526	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69173
Outer dense fiber	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.277
GSE188458_2_v_1_hydrogen peroxide_human	RummaGEO Drug Perturbation Signatures	1.0	null
ERF::FOXO1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.5062
MAF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.0827
PMC10774440-41531_2023_624_MOESM3_ESM.xlsx-MLi2_TRAPD_P_DOM_PD_0_05_allele-GENE_SOX10	Rummagene Transcription Factor Associations 2026	1.0	null
Hypothyroidism	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.48
GSE70499_4_v_6_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Nr1h2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.3829
IRF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	86.7692
NDUFA8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91832
GSE88819_1_v_8_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ETV5::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.2913
PBX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.3262
GSE88819_6_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Cardiovascular system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.652
ZSCAN21	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.4678
GSE171712_0_v_1_scgb1a1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE148200_0_v_2_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
NKX2-4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.0647
GFI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.8241
ZBTB18	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.0039
TFE3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.5452
GSE183994_1_v_0_scml2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TNK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44576
NKX2-5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.4704
GSE237053_1_v_0_comt_human	RummaGEO Gene Perturbation Signatures	1.0	null
FOSL1::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.849
RARA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	53.0718
GSE199255,GSE199356_4_v_5_pds5a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE85880,GSE85881_0_v_1_tretinoin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE144919,GSE145177_1_v_0_dazl_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Intestinal disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.153
Female reproductive organ benign neoplasm	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.278
Sperm principal piece	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.871
BATF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.4577
ZNF85	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.2842
GSE181589_1_v_0_spred1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SLC38A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58192
GSE210655_3_v_7_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PSMC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10003
GSE136742,GSE136744_0_v_3_setd2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BCL11A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.7323
PMC9558712-Data_Sheet_2.xlsx-POU3F4_WT_vs_CTRL-gene_name_POU3F4	Rummagene Transcription Factor Associations 2026	1.0	null
TGIF2LX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.4284
GSE139427_2_v_1_ibrutinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PPARG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.0357
Nr1h4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.2996
Gfi1b	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.5832
SREBF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	54.6943
MZF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.1325
FIGLA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.3834
Vascular disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.871
MYF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.2401
MYF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.938
Hand1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	32.1365
Benign neoplasm	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.278
GSE211357_1_v_3_atg7_human	RummaGEO Gene Perturbation Signatures	1.0	null
TBX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.7289
Uterine disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.278
NR1D1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.3064
MYC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.3634
Dux	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	22.5093
SNAI2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.338
TBX5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.4305
GSE84462,GSE84762_2_v_7_ezh2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE191105_2_v_3_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE88819_7_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Nervous system cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.702
MEF2C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	67.8144
FOSL1::JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.2667
GSE131649_6_v_0_hemin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Immune system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.601
Hip joint	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.868
GSE199606_6_v_0_ricin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
RARB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.2829
USF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.5212
GSE131649_4_v_0_hemin_human	RummaGEO Drug Perturbation Signatures	1.0	null
RARG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.2103
C1orf109	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20626
Anisometropia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.764
Pinealocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.825
ATF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.4565
SREBF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.1489
Gastrointestinal system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.153
PIGO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88012
ETV6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.9913
TOX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2358
SCRT2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.8797
GSE154577_7_v_9_plagl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE129725_1_v_5_bmal1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE150215_1_v_0_etl4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Primary immunodeficiency disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.601
Nfatc1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.3754
Amblyopia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.245
Vastus medialis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.26
GSE210655_3_v_0_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MITF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.6879
Ankle joint	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.797
GSE168797_1_v_6_cannabidiol_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE148200_3_v_2_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
CEBPG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.696
SELENOW	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80613
FOXO1::ELF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.2095
TBR1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.7089
C17orf75	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48651
GSE169263_1_v_0_armc5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PEX12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04284
FOXO1::ELK3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.7498
GSE154577_2_v_9_plagl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FOSL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	48.1399
Nervous system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.702
Acrosomal vesicle	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.456
Rarb	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	51.2339
SOCS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8597
ZNF384	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	208.77
GSE139540_0_v_2_menadione_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE193282_3_v_1_cd44_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
IRF8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.5157
9+2 motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.931
RASSF10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01859
GSE74490_0_v_1_triptolide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
FOSL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.9776
ZBED2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.872
NR2C1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.0188
Rarg	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	58.5655
GSE199606_1_v_0_csf2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE168797_2_v_5_cannabidiol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE247764_3_v_2_nell2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FOXD2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.7762
TADA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69777
Psp	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.227
MAFA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.1868
PAX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.6625
SPIC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.1654
ZBTB12	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.669
GSE191105_2_v_4_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE112860_5_v_8_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE210655_3_v_5_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
SIX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.486
GSE131649_2_v_0_hemin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Disease of cellular proliferation	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.702
FOXE1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	123.773
ESR1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.3217
TBX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.0742
GSE211126_3_v_4_hapln1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE199606_1_v_0_ricin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Uterine fibroid	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.278
AMOTL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01355
ZEB1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.3065
Esrrg	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.9734
Reproductive organ benign neoplasm	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.278
Scarlet fever	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.501
FOSL1::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.301
Spi1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	47.5293
Female reproductive system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.278
EWSR1-FLI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	118.638
COPS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15546
Brain disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.871
Oxyntic cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.347
GSE133329_2_v_3_trim28_human	RummaGEO Gene Perturbation Signatures	1.0	null
EOMES	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.8041
FLI1::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.2296
NFIL3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.1689
METTL9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.162
Heart conduction disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.652
GSE84462,GSE84762_0_v_7_ezh2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NKX2-8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.0835
GSE176555,GSE176556_1_v_0_acriflavine_human	RummaGEO Drug Perturbation Signatures	1.0	null
Central nervous system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.702
MGA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.5255
GSE228181_3_v_1_idh1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE148200_4_v_2_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE199606_6_v_0_csf2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PKNOX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.2604
GSE133329_0_v_3_trim28_human	RummaGEO Gene Perturbation Signatures	1.0	null
Sperm connecting piece	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.027
JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.4602
BACH2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.3442
RAN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50784
MAFG::NFE2L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.0781
PTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87933
CEBPD	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.0112
PMC8724844-bt-30-1-98-supple2.xlsx-GO_BP-TFAP4_TFAP4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE169571_0_v_1_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE118765_1_v_5_rreb1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Autoimmune thyroiditis	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.601
TBX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.2233
GSE88819_3_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Tbx6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.6247
Nr2f6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	46.0233
Ebf4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	28.3372
Central nervous system cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.702
Disease of anatomical entity	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.702
ZSCAN31	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.9281
GSN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19873
Autoimmune disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.601