association	dataset	threshold value	standardized value
RFX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.6193
TCEAL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23092
APBB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27284
Azoospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.34
ROCK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39457
PRR7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88194
EDA2R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54459
496100639_TCx_no dementia_no TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.54024
Nr2e3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	15.0
RNF41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7077
C17orf80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81959
CDKN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43257
Female reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
Male reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PLBD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6722
FOXA2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.3371
LRPPRC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98526
PMC6639357-41467_2019_11150_MOESM4_ESM.xlsx-SupTab1_Activated_genes_diffex-Supplementary_Data_1_Fold_change_and_p-value_of_all_activated_protein_coding_genes_upon_DNMT1-KO_DNMT1	Rummagene Transcription Factor Associations 2026	1.0	null
FOXP2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.4817
ZNF432	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61925
IRF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41346
ZNF547	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.7757
EMC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53761
GSE198165,GSE198166_0_v_10_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
EML2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28329
ATXN10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15631
ESRRB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.1054
TM7SF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76846
Gata3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.2936
GSE191105_2_v_3_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PUS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83635
ETFDH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18966
BCAS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27404
GSE226316_3_v_2_tead2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DDIT4L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59285
COMMD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37789
Testis	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
WDR75	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22282
Cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.254
ZNF75A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.5031
MSI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45606
H1-7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.99308
ACHE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76667
SETBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15779
ZDHHC13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00998
MCFD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82258
ZSCAN9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80728
MAFK	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.3556
Endocrine gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PTGES2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63084
SMC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61464
NXF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39718
Gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
NKX2-8	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.7002
Hematopoietic system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.254
DVL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13396
FOXK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.6364
LDB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52993
AOC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0174
496100443_HIP_no dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.0314
SPRED3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31735
RRP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21255
COL26A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51903
496100305_PCx_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.72601
ZNF414	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12029
SPRED2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90627
496100612_HIP_no dementia_no TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.54497
PMC12000322-41419_2025_7601_MOESM9_ESM.xlsx-H3122-AR_somatic_filtered_PASS-Unnamed_60_AR	Rummagene Transcription Factor Associations 2026	1.0	null
MSC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.8844
Radial spoke	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.87
TBC1D7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80365
496100505_TCx_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	4.28274
ZBTB8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61313
PDCD2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46465
CCDC28A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14572
MAFG::NFE2L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.261
FHL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.18539
Lung	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
USP25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71062
SULF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89262
EMSY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53081
GSE227592_10_v_1_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TARS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38344
9+2 motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.317
GSE214514_1_v_7_bmal1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TNK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17189
ZRANB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39771
KLF15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8213
XPC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39745
GK5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71186
PYGO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15984
ZSCAN31	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.9585
MBLAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02101
HDAC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03569
TOR2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82032
MYC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.9126
Female reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PHC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82962
ELF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.4857
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-8cell_CTCF-Unnamed_2_CTCF	Rummagene Transcription Factor Associations 2026	1.0	null
Tbx6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.8263
496100636_FWM_probable Alzheimer's disease_no TBI_86_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.15407
APMAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.248
RFX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.905
496100556_TCx_no dementia_no TBI_87_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.03546
GSE225901_2_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HSF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.6144
Cauda epididymis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.851
MAF::NFE2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.622
PABPC4L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42242
CCDC9B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95649
ZNF382	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	70.031
FDX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98708
GPHA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01482
ERO1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35691
ZNF143	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.291
PHF14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09595
NRL	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.1687
496100609_TCx_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.87457
sperm flagellum	GO Cellular Component Annotations 2025	1.0	null
SMIM14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15981
Immune system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.254
Immune system cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.254
HMGN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08779
intracellular membrane-bounded organelle	GO Cellular Component Annotations 2025	1.0	null
NR1I2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.2625
DOK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54633
C22orf15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7588
ATG9B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60037
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-Mor_CTCF-Unnamed_2_CTCF	Rummagene Transcription Factor Associations 2026	1.0	null
chr3_119166295_A_G_b38	GTEx eQTL 2025	1.0	1.12745
PMC12000322-41419_2025_7601_MOESM9_ESM.xlsx-H3122-AR_somatic_filtered_PASS-version_2_4_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Male infertility	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.63
GSE88819_6_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC5894239-12864_2018_4591_MOESM9_ESM.xlsx-ST12_mir_downregulated-Ensembl_ID_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
TSC1-TSC2 complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.267
PROP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44557
CARD11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63588
TFAP4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.31
GLB1L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94682
IKZF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.435
TMEM160	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66574
PGK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77099
LEPROTL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99473
CTDSPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11292
MOSPD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08974
ADRA2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07334
TP73	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.8896
WDR6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93115
H1-1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1114
Sox6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	31.8956
PCNX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34011
ZNF433	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44264
FBRS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86966
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-8cell_CTCF-Unnamed_3_CTCF	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF680	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.7305
IRAK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51212
ERCC6L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24832
JDP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18501
NR3C2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5293
NAMPT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38611
Esophagus - Gastroesophageal Junction	GTEx Tissue Gene Expression Profiles 2023	1.0	7.21238
CCDC22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28801
FOXD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1166
TUBA1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40287
PSMC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10003
RCN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00088
KLHL12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86324
OTUD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20393
Lymphatic system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.254
RBL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47228
HSF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.9091
496100451_TCx_no dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.56905
GSE88819_1_v_8_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Hematologic cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.254
Oligospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.26
HIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32764
Sertoli cell-only syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.02
ZFP91	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64534
FANCE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.622
SOX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10088
PIM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68974
BABAM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23655
GSE88819_0_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Urogenital system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
JPT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52311
Gonad	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
CTNNA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30397
GSE137702_2_v_1_selinexor_human	RummaGEO Drug Perturbation Signatures	1.0	null
SP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77759
TUBA1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92201
KIRREL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95846
MARK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4655
METTL26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82773
HSPB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07905
HDAC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77886
RUNX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.036
SLC27A4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2516
YAE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.5319
ACADVL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13444
ZNF470	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44205
Hodgkin's lymphoma	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.254
SLC35E1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12272
GSE219274,GSE219276_2_v_1_doxorubicin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Mafg	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.0568
GABPB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82939
PRUNE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44915
ERICH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91864
Gemcitabine-induced early high-grade neutropenia in pancreatic cancer	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.530103
NPRL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1109
NAGA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.98583
Disease of cellular proliferation	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.254
ARPC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47449
CER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04528
XIAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.23656
nucleus	GO Cellular Component Annotations 2025	1.0	null
FOXO4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.1342
GSE88819_1_v_12_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
REXO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63354
TIMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21922
HBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34311
HNF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99249
Disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.254
Sperm fibrous sheath	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.113
RILPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21253
VPS39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98919
Elongator holoenzyme complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.585
NKX2-3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.9736
CCDC85C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2567
Bronchus	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
GSE88819_1_v_4_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
496100578_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	2.43341
RENBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74642
MLXIPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70456
SLC66A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33752
PMC12000322-41419_2025_7601_MOESM9_ESM.xlsx-H3122-AR_somatic_filtered_PASS-Unnamed_47_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Disease of anatomical entity	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.254
GSE225901_0_v_1_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
Cryptorchidism	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.647
FOXS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.4626
TAL1::TCF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.0227
NLK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83655
GSE213442_1_v_0_kpna2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZSCAN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21747
AGPAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.371
496100375_FWM_dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.47223
RGS14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97119
MSH5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19412
STC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52319
GSE240386,GSE242143_1_v_6_morc2_human	RummaGEO Gene Perturbation Signatures	1.0	null
H4C2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54457
GSE88819_7_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FMO5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86776
HTATIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8938
CAMTA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69885
IL17RA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39338
ZNF768	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.8715
FOXP4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.0161
SEC61A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81406
PRKCG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73376
496100329_FWM_probable Alzheimer's disease_TBI_100+_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.16875
496100594_TCx_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	2.21309
PMC5817105-thnov08p0972s2.xls-SIX3-GeneName_SIX3	Rummagene Transcription Factor Associations 2026	1.0	null
CCDC134	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91011
Sperm flagellum	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.417
AGO4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77238
Reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PROM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26903
SDHB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58902
HNF4G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43707
METTL7A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95019
496100385_TCx_dementia_no TBI_84_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.10899
MYF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.8296
TRMU	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45181
PITX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.1368
496100426_PCx_no dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.64003
Lymphoma	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.254
tissues, cell types and enzyme sources	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-ICM_JUN-Unnamed_2_JUN	Rummagene Transcription Factor Associations 2026	1.0	null
ESRRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.3036
GSE247764_5_v_2_nell2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE240386,GSE242143_1_v_4_morc2_human	RummaGEO Gene Perturbation Signatures	1.0	null
TCF7L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.2239
CEP41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.75812
496100523_HIP_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	2.24921
496100542_PCx_no dementia_no TBI_82_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.11516
ELL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74334
Whole body	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
LIMA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24428
GSE198165,GSE198166_8_v_10_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100404_PCx_possible Alzheimer's disease_TBI_87_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.64839
FOXO6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.9424
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-4cell_CTCF-Unnamed_3_CTCF	Rummagene Transcription Factor Associations 2026	1.0	null
PLAGL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0719
ULBP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64885
ATP8B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61696
GSE144919,GSE145177_1_v_0_dazl_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
LACTB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29081
TRIM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01051
Lef1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.1952
DNAJB12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54798
Bronchoalveolar system	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
496100313_HIP_possible Alzheimer's disease_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.06228
AHR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8502
GSE210655_3_v_0_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PUS7L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8546
Prdm5	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.0459
BCL11A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.6926
CLIC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06341
SPAG7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05491
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-ICM_JUN-Unnamed_3_JUN	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF564	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84123
EEF1G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-7.82121
GSE126621,GSE126920_1_v_0_dppa4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC7064149-CAM4-9-2062-s004.xlsx-Table_S5-Table_S5_DEGs_between_low-_and_high-FOXP4-AS1_expression_groups_in_PDAC_tumor_tissues_FOXP4	Rummagene Transcription Factor Associations 2026	1.0	null
PRDM1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.1514
GSE240386,GSE242143_8_v_6_morc2_human	RummaGEO Gene Perturbation Signatures	1.0	null
Respiratory system	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
MYCN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.6144
ZNF563	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82976
GSE247764_4_v_2_nell2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ELOVL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02999
9+2 motile cilium	GO Cellular Component Annotations 2025	1.0	null
TMOD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11651
ZNF597	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00691
Motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.128
BLOC1S2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3038
ZNF341	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.5524
PMC2813300-pone.0008960.s011.xls-SOX2_squamous_signature-Gene_Symbol_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
TGFBR3L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85664
PLXND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50865
EMC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96034
496100361_TCx_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.53709
VDAC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9268
Pou5f1::Sox2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	31.8202
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-4cell_CTCF-Unnamed_2_CTCF	Rummagene Transcription Factor Associations 2026	1.0	null
RHBDF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5291
TRIM11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45218
ERVV-1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63292
CEP97	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94155
RAD21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9756
UHMK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27615
AQP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50822
COPS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18368
PAX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	37.3297
HSF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.5839
SPIN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91915
GSE88819_1_v_2_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Organ system cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.254
RTCA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01286
COL4A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48606
SNAI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35967
496100508_PCx_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	2.47062
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-Mor_CTCF-Unnamed_3_CTCF	Rummagene Transcription Factor Associations 2026	1.0	null
FAM20B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84517
PLOD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85513
GUCD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4847
CACUL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4523
GSE227592_4_v_1_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
REXO5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70702
ZNF708	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.5147
Internal male genital organ	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
BSPRY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82643
Testicular somatic cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.0
S100A16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.94671
MEIS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77985
ZNF449	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.2713
ELF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.5575
NR1H2::RXRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.96
Jun	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.9942
S1PR5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35939
CYP27C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77375
ZNF428	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57471
PPP6R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50781
ABI3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36399
RGS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03144
DMRTC2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.0516
Disorder of sexual development	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.308
Lymphatic system cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.254
Male reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
Runx1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.761
PRKCSH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78487
ZNF732	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.10379
MIB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4065
H2AX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96163
PPP1R3F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8314
496100625_FWM_no dementia_no TBI_95-99_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.08777
ELK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42702
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	2.21213
PRDM12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11937