association	dataset	threshold value	standardized value
SIRT7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49248
PMC7435699-mmc5.xls-Gene_lists-MITF_ChIP_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
NDUFB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48778
Nr2e3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	15.0435
SOX15	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.3925
NOB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9819
NOL8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06877
ZNF140	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.0674
Arx	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.0734
NUFIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10903
Nidopallium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.554
GSE242199_6_v_5_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GBX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.4839
TAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10332
GSE210655_3_v_0_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
CEP135	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.9248
DGUOK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35197
Epididymal epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.374
Nfatc2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.6388
WAPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83765
Integral component of membrane	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
GSE109285_5_v_2_glucagon_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
TRAPPC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28316
GSE143994_2_v_1_ythdf1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE160001,GSE160670_0_v_2_lapatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
BCL6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.5328
KLKB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18929
ZIM3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.2967
GSE158834_2_v_5_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
WASF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16046
Sperm head-tail coupling apparatus	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.905
GNL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.4756
Sperm flagellum	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	5.0
X-linked Aarskog syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.245
Male infertility due to acephalic spermatozoa	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.954
ZNF782	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37938
FRA10AC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40855
PMC9270251-mmc2.xlsx-4_Filtered_DEGs_Control_vs_KD_3-Gene_ID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PRAF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13108
GSE221633_3_v_1_trim24_human	RummaGEO Gene Perturbation Signatures	-1.0	null
HARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20263
TNKS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04721
Oligoasthenoteratozoospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.754
Ebf4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	34.7699
GLRX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35332
Ovarian cumulus cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.029
Cilium	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	5.0
PMC5263239-mmc2.xls-THP-1_-_MLL-AF9-Non-spreading_targets_gene_names_1900_unique_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
KIRREL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11243
Flagellate	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.725
DLG5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40472
9+2 motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.772
Nr2e1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	24.8106
PMC11588066-pnas.2410331121.sapp.pdf-148-FOXO3_FOXO3	Rummagene Transcription Factor Associations 2026	1.0	null
Axoneme	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.441
NFILZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97999
OSR2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.8794
AGA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44906
Meiotic spindle	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.677
GSPT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04238
GSE143790_0_v_1_bcl9_human	RummaGEO Gene Perturbation Signatures	1.0	null
Adult spinal muscular atrophy	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.45
Disease of anatomical entity	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.111
Lateral loop	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.526
Hmga1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	48.7761
GSE88819_7_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
A549_Ellagic acid_100nM_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0132385
VCAN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22637
Autosomal dominant polycystic kidney disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.047
Spermatozoon	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.195
Azoospermia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.093
Acrosomal vesicle	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.439
Organism form	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
PMC6145927-41467_2018_5729_MOESM6_ESM.xlsx-TF_Activity_Genesets-SNAIL_UP_SNAI1	Rummagene Transcription Factor Associations 2026	1.0	null
9+2 motile cilium	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	5.0
HAUS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77891
GSE209582_1_v_0_chloroquine_human	RummaGEO Drug Perturbation Signatures	1.0	null
PPP1R15B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27488
Ciliary basal body	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.527
PMC4944136-srep28995-s2.xls-DPRX-gene_DPRX	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12224929-ADVS-12-2416784-s006.xlsx-DEG_circGLIS3_KD-Unnamed_6_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Urogenital system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE48812_11_v_1_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
ING5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30793
Infertility	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.844
Whole body	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
BRD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.40215
TFAP2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22004
Oligodendrocytic cell line	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.807
Epididymis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.59
RPS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59842
FAM104B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04678
Spinocerebellar ataxia type 13	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.274
Primary oocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.61
KBTBD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36715
RABGGTB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20546
Epididymal fluid	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.707
ZBTB42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12224
PMC12696503-mmc2.xlsx-ST15_KD_RNA-seq_diff_expr-symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
NFYB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.2581
Arid3a	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.7407
PMC5967331-41467_2018_4384_MOESM4_ESM.xlsx-Sup_data1_with_CCF_txt-Gene_PITX1	Rummagene Transcription Factor Associations 2026	1.0	null
TENM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30462
PMC7997806-41397_2020_194_MOESM2_ESM.xlsx-MAGMA_GENE_MAP_AA-GENE_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
Ampulla	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.929
LMX1B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.0173
cumulus-oocyte complex	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.849
Internal male genital organ	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
Hmx2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	32.6915
Alx4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	22.2978
follicle-stimulating hormone complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.586
Gonad	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.006
GLYATL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01632
WDR36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23633
SRY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06289
FAM174C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33282
Electric organ	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.644
PSMG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60783
Semimembranosus	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.598
MAP3K9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62736
SDHD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12788
A549_Alisertib_10nM_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0115757
GSE198165,GSE198166_9_v_3_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE118617,GSE118619_0_v_1_foxp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE158834_11_v_8_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE242199_6_v_7_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
High vocal center	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.598
Polycystin complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.956
496100484_FWM_no dementia_no TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.5928
NR2C1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.2542
496100494_HIP_no dementia_TBI_100+_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.41676
Tcf12	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	20.4607
PMC10510228-13287_2023_3481_MOESM7_ESM.xlsx-DEGs-Differentially_expressed_genes_DEGs_in_bone_marrow-derived_MSCs_from_six_human_donors_cultured_at_high_confluency_MSC-HC_versus_low_confluency_MSC-LC_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
NAT10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36425
PANK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4797
GSE88819_1_v_8_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Gonad	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
Female reproductive gland	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.006
BRAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25229
ZNF544	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.98491
Hmx1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.537
PPIL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46428
Tfcp2l1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	36.1014
Endocrine gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
Ebf2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.6166
GSE158834_12_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
CatSper complex	GO Cellular Component Annotations 2025	1.0	null
GSE213442_1_v_0_kpna2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PSD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87497
GSE217685_0_v_1_ddx20_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Male reproductive gland	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.006
Minor vestibular gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.024
Mitochondrial respiratory chain complex III	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.803
GSE216757_4_v_1_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE129293_0_v_1_chd4_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC10246722-pwac062_suppl_supplementary_table_s5.xlsx-sg-HIF1A_vs_sg-GAL4-Differentially_Expressed_Genes_DEGs_of_OE-HIF1A_vs_OE-GAL4_Veh_in_Bulk_RNA-seq_Data_HIF1A	Rummagene Transcription Factor Associations 2026	1.0	null
GSE131377_1_v_0_spocd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DDX52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26195
GSE242199_6_v_11_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CatSper complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	3.015
Caput epididymis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.642
NHLRC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12357
BATF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.6146
Foxj2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.1952
GSE225656_0_v_1_tsc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Female reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE246461,GSE246463_5_v_0_mecp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Atoh1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	34.0799
GSE63048_11_v_6_morc1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TOR4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18003
PMC10015223-can-22-1444_supplementary_data_2_suppsd2.xlsx-RT4-FOXA1_peaks_Context1_2-Gene_Name_FOXA1	Rummagene Transcription Factor Associations 2026	1.0	null
Internal male genital organ	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.006
Spermatogenic failure	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.382
PMC7673140-41467_2020_19575_MOESM4_ESM.xlsx-Data_S1d-List_of_2302_of_genes_differentially_regulated_by_SOX2_FDR_0_1_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE101859_1_v_0_rhoj_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Female reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
Stat5a::Stat5b	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	31.5945
GSE128099,GSE128159_3_v_2_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC7997806-41397_2020_194_MOESM2_ESM.xlsx-MAGMA_GENE_SBP_AA-SYMBOL_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
Cauda epididymis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.438
TM2D2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45866
Sperm mitochondrial sheath	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.166
PMC7021771-41467_2020_14684_MOESM7_ESM.xlsx-CASZ1_ChIPseq_in_SMS-CTR_MEKi-Nearest_Ensembl_CASZ1	Rummagene Transcription Factor Associations 2026	1.0	null
LRRC37B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.83269
Secondary oocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.626
Sperm principal piece	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	5.0
TCF7L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.562
CHMP2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14279
Zona pellucida	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.662
GATA4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.747
Thap11	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	32.8742
PMC5058748-oncotarget-07-31177-s002.xlsx-ZNF224_gene_peaks_promoter-Table_S3_Genes_that_contain_a_ZNF224_enriched_region_within_1_kb_of_the_transcription_ZNF224	Rummagene Transcription Factor Associations 2026	1.0	null
GSE191105_2_v_3_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE242199_6_v_3_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZKSCAN5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04896
Ar	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.2217
GSE63857_3_v_1_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE63857_3_v_2_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Axonemal outer doublet	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.714
A549_JQ1_1然_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0149114
Cervical mucus	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.926
Vas deferens	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.188
TLX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17622
TSACC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85791
Arcopallium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.855
PMC11749115-loae020_suppl_Supplementary_Table_S2.xlsx-CHOP-high-gene_DDIT3	Rummagene Transcription Factor Associations 2026	1.0	null
GSE143692_2_v_1_trim8_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE211931_0_v_3_ncoa4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE158834_10_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
Urogenital system	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.006
voltage-gated calcium channel complex	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
Subrhabdomeral cisterna	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.517
DRGX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.3524
Reproductive system	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.006
TIMM23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28717
RPL23A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64294
PMC9270251-mmc2.xlsx-2_Filtered_DEGs_Control_vs_KD_2-Gene_ID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
Peritubular cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.541
Ion channel complex	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
PMC7773934-Table_1.XLSX-Table_S2-Supplementary_Table_2_TBX22_co-expressed_genes_detailed_results_TBX22	Rummagene Transcription Factor Associations 2026	1.0	null
TAF13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29028
PMC5095001-oncotarget-07-36293-s002.xlsx-Table_S2-Table_S2_MYCN-correlated_genes_and_their_correlations_with_other_transcription_factors_MYCN	Rummagene Transcription Factor Associations 2026	1.0	null
Dlx4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	32.7546
Male reproductive gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE211931_2_v_3_ncoa4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Inner dynein arm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.878
Secondary spermatocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.907
SAV1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23052
GSE210476_2_v_6_rutaecarpine_human	RummaGEO Drug Perturbation Signatures	1.0	null
Esophagus - Gastroesophageal Junction	GTEx Tissue Gene Expression Profiles 2023	1.0	7.15954
Six4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.7388
IFIT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2056
PMC10099894-NAN-49-0-s001.xlsx-GENIC_INTERSECT_VCF-MID_TBX1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE128634,GSE128636_2_v_0_foxo1_human	RummaGEO Gene Perturbation Signatures	1.0	null
DPH6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15759
HAND2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.7451
GSE200982_0_v_2_plac8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Organelle	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	5.0
PMC9013128-NIHMS1795992-supplement-6.xlsx-ARID2_MUT_Dowregulated-Gene_name_ARID2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE225083_0_v_1_kras_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.308
ESRRB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.1916
ESX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.588
PMC10123531-NIHMS1874945-supplement-Table_S6.xlsx-SOX2_BCAT_cobound_peaks-Gene_Name_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
PMC7997806-41397_2020_194_MOESM2_ESM.xlsx-MAGMA_GENE_SBP_AA-GENE_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
BATF::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.6982
ZNF317	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.3388
Oviductal ampulla	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.446
PMC10015223-can-22-1444_supplementary_data_2_suppsd2.xlsx-K2-ATF3_peaks_Context1_2-Nearest_Ensembl_ATF3	Rummagene Transcription Factor Associations 2026	1.0	null
TRIM22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01412
TRAK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48968
GSE213588_10_v_0_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
A549_PJ34_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0125409
Neurod2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	45.4806
PMC10246722-pwac062_suppl_supplementary_table_s5.xlsx-sg-HIF1A_vs_sg-GAL4-Unnamed_1_HIF1A	Rummagene Transcription Factor Associations 2026	1.0	null
ALDH6A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05915
ZNF707	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	53.3379
Embryonic structure	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
Plasma membrane protein complex	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
Dlx3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	32.1253
RPS27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06024
A549_ENMD-2076_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0135281
GSE213048_1_v_2_irf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Congenital dyserythropoietic anemia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.393
EIF3G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10055
BATF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.8602
GSE88819_1_v_12_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Acrosomal membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.91
Female reproductive system	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.006
Male reproductive system	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.006
Robust nucleus of arcopallium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.032
GSE221577_2_v_0_pik3r1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE168807_2_v_8_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Spermatogenic failure 21	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	3.038
Plasma membrane bounded cell projection	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	5.0
Oviductal fluid	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.965
PMC8530322-pone.0258316.s002.xlsx-GG_778_TH17-AA_778_TH17-Symbol_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
Arid3b	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	26.9995
496100380_FWM_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.32534
chr1_244461333_G_C_b38	GTEx eQTL 2025	1.0	4.38179
496100432_TCx_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.04779
Foxn1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	14.8201
496100474_FWM_possible Alzheimer's disease_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	3.07565
PMC7021771-41467_2020_14684_MOESM7_ESM.xlsx-CASZ1_ChIPseq_in_SMS-CTR_MEKi-Gene_Name_CASZ1	Rummagene Transcription Factor Associations 2026	1.0	null
membrane-bounded organelle	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	5.0
CCDC12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06841
Stat6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	33.7711
A549_Danusertib_100nM_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0103121
PMC7997806-41397_2020_194_MOESM2_ESM.xlsx-MAGMA_GENE_MAP_AA-SYMBOL_TEAD1	Rummagene Transcription Factor Associations 2026	1.0	null
Transmembrane transporter complex	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
EEF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0358
GSE158834_11_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
Lhx8	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	37.3133
ZNF780B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91541
ZNF74	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24148
SCRT1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.1011
GSE158834_7_v_3_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE232631_4_v_3_brca2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Plasma membrane bounded cell projection cytoplasm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.432
FNTA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32731
GSE158834_1_v_8_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE158834_1_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE109285_3_v_2_glucagon_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
HOXB8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74055
Stat4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	44.9927
ATF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.145
SCRT2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.557
GSE123372,GSE123373_10_v_2_mecp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Woodhouse-Sakati syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.286
NRL	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.479
ZBTB26	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.5575
Gemmule	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.057
ZDHHC17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50407
Sperm midpiece	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.535
Prdm5	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	35.0338
CLCN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72177
Spermatid	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.566
GSE88819_1_v_2_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Nr1h3::Rxra	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	39.6162
GSE254848_4_v_13_ptges_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GTEx BloodVessel 20-29 vs 40-49	GTEx Tissue-Specific Aging Signatures	1.0	5.63854
ESRRA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.4683
FBXO34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36026
RBM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.33228
Outer dense fiber	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.138
COPS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31569
Nr5a2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.5409
XRCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00982
GSE139427_2_v_1_ibrutinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PON2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7191
PMC10015223-can-22-1444_supplementary_data_2_suppsd2.xlsx-RT4-FOXA1_peaks_Context1_2-Nearest_Ensembl_FOXA1	Rummagene Transcription Factor Associations 2026	1.0	null
RNF227	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06904
Calcium channel complex	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
Egg coat	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.449
CDC42EP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.26646
GSE121824,GSE121826_0_v_3_scaf8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FOXO1::ELF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	29.5151
PMC10015223-can-22-1444_supplementary_data_2_suppsd2.xlsx-K2-ATF3_peaks_Context1_2-Gene_Name_ATF3	Rummagene Transcription Factor Associations 2026	1.0	null
GSE158502,GSE158506_3_v_0_fat1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE211931_1_v_3_ncoa4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
YKT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11924
MGAT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03883
GATA1::TAL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.8321
GSE138024_2_v_3_rgs4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NHP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59001
NEO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52111
LMX1A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.5332
AACS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30887
PMC10149505-41392_2023_1393_MOESM2_ESM.xlsx-CPCMR-Hugo_Symbol_MEIS2	Rummagene Transcription Factor Associations 2026	1.0	null
tissues, cell types and enzyme sources	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
Sperm principal piece	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.907
ZNF705B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10995
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
RPS29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11703
CEP104	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13934
Follicular fluid	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.719
GSE88819_6_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Congenital bilateral absence of vas deferens	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.541
Epididymosome	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.547
Mecom	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.2593
Zic1::Zic2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	39.8321
Accessory sex gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.584
TBRG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42306
Stat2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	60.9406
Benign neonatal seizures	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.047
PRDM1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.4589
Prostasome	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.558
Intrinsic component of membrane	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
RNF185	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85169
PBX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.3646
Prdm15	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	41.4336
Zic2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	32.31
Spi1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	53.2124
Ion channel complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.107
Calcium channel complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.527
Gata3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.2644
POLR3H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47553
CLTC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.18107
TRRAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50691
GSE224131_5_v_1_mafb_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MZT2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04233
GSE88819_1_v_4_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
LMAN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00088
BRF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01771
NIFK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00761
APBB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.80135
ATP5PB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82158
Jun	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.1636
Motile cilium	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	5.0
GSE123372,GSE123373_1_v_2_mecp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Polycystic kidney disease 2	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.031
Sperm flagellum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.237
496100395_TCx_no dementia_no TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.04933
Radial spoke head	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.73
496100620_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	3.05943
Polycystic kidney disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.134
Pou5f1::Sox2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	24.2208
SNU-387 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.14
GSE102870_1_v_2_nr1h4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE171177,GSE171181_1_v_2_e7107_human	RummaGEO Drug Perturbation Signatures	1.0	null
Axonemal dynein complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.905
voltage-gated potassium channel complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.938
Sperm annulus	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.07
Nrf1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	46.2305
PMC11161988-12906_2024_4523_MOESM3_ESM.pdf-82-IRX3_IRX3	Rummagene Transcription Factor Associations 2026	1.0	null
Manchette	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.541
ZNF835	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78196
voltage-gated calcium channel complex	GO Cellular Component Annotations 2025	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	-2.55709
GSE185163_3_v_1_clic4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Congenital dyserythropoietic anemia type I	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.71
Placenta	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.091
RPS16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.67677
Sperm head	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.819
PMC12542114-12964_2025_2459_MOESM4_ESM.xlsx-DMOG_-_HIF1A-gene_HIF1A	Rummagene Transcription Factor Associations 2026	1.0	null
Cation channel complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.146
Plagl1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.6416
GSE131649_4_v_10_hemin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Diastrophic dysplasia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.026
Apical hook	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.856
PMC7481169-277_2020_4194_MOESM7_ESM.xlsx-RUNX1_R139G-Unnamed_1_RUNX1	Rummagene Transcription Factor Associations 2026	1.0	null
HDAC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85149
Outer acrosomal membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.704
Water vascular system	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.926
Shox2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	35.1601
NR1I2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.1068
Ascidian	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.923
496100362_FWM_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.22938
IKZF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.2192
CCT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15969
Stat5b	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	38.1141
METRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33216
Secretory granule membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.676
Disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.081
YY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4092
Corpus epididymis	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.867
PMC12696503-mmc2.xlsx-ST15_KD_RNA-seq_diff_expr-ensembl_AR	Rummagene Transcription Factor Associations 2026	1.0	null
CARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51028
TRAPPC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.04592
Visceral mass	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.863
voltage-gated calcium channel complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	2.586
CLDN7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76613
PDCL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42721
HMGB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34757
SMIM10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06443
Prdm4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	34.9831
Spondylometaphyseal dysplasia Sedaghatian type	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.304
Motile cilium	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.622
NFIX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.1232
SKA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47899
Gland	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
A549_Roxadustat_10然_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0124152
MAK16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1576
Npas2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	18.2626
Cell projection	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	5.0
PMC4531812-13058_2015_618_MOESM11_ESM.xlsx-Metabric_Sparse_KM_976-TFAP2B_TFAP2B	Rummagene Transcription Factor Associations 2026	1.0	null
Pax7	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	27.4372
ZNF547	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.0549
ZNF143	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	27.8748
GSE88819_5_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Testis	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
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	2.61022
GSE195513_0_v_3_cpeb1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Lhx4	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	24.9695
ZCCHC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04566
NCKIPSD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56281
Mitochondrial cloud	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.503
CSE1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80969
CG-4 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.17
Nfe2l2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	21.6529
Mafb	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.7788
EPN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.12368
Nobox	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	35.3684
Sox1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	36.39
Msx3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	35.1249
CatSper complex	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
Alx1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	42.4387
ETV5::FOXO1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.1976
Waist circumference adjusted for body mass index	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.530103
Male reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
GSE171712_0_v_1_scgb1a1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Nfat5	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	30.1152
PAX4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.446
Lhx3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	60.5
GSE242199_9_v_5_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Stat5a	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	32.6502
CTSV	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05181
EXOSC7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18961
PPP3CB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.669
chr1_244427198_G_T_b38	GTEx eQTL 2025	1.0	1.47522
Cystic kidney disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.086
GSE202603_1_v_2_bhlhe40_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
AURKB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19399
GSE101112_0_v_4_j147_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Ciliary plasm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.44
A549_Iniparib_1然_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0133581
PMC7479515-mmc4.xlsx-ST-RELA-variable-Unnamed_6_RELA	Rummagene Transcription Factor Associations 2026	1.0	null
TM7SF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02281
RBIS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16642
PMC8481886-Table_1.xlsx-A_subsets-bone_marrow_MSC_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
Cation channel complex	COMPARTMENTS Curated Protein Localization Evidence Scores 2025	1.0	4.0
ZNF582	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.9863
PMC4944136-srep28995-s2.xls-OTX2-gene_OTX2	Rummagene Transcription Factor Associations 2026	1.0	null
Male reproductive system disease	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.364
HINFP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44602
ZNF354A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17735
Ciliary membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.36
NFIC::TLX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.3125
TCF7L2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.9303
SLC35E3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2855
Seminal plasma	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.003
Hmx3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	19.3017
ZNF384	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20175
Rfx6	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	25.6405
LGALS3BP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.01784
GSE118617,GSE118619_2_v_1_foxp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Male infertility	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.038
Testis	TISSUES Experimental Tissue Protein Expression Evidence Scores 2025	1.0	1.006
BRPF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45814
TAF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29435
ZKSCAN1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.2731
NR2F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.9868
Reproductive system	TISSUES Curated Tissue Protein Expression Evidence Scores 2025	1.0	4.0
PMC5795782-supp_gad.302646.117_Supplemental_Table_S1.xlsx-Table_S1_2-Supplemental_Table_S1_2_Genes_significantly_upregulated_by_ARID5B_knockdown_ARID5B	Rummagene Transcription Factor Associations 2026	1.0	null
Semen	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	2.041
Arid5a	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	16.9228
PBX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30042
Shs	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.763
AXIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2222
Sperm plasma membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.67
Sperm flagellum	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.872
GSE152699,GSE152723_3_v_2_vemurafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ATP6V1D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12517
MYB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.7557
NFATC4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.442
Dmrt1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	37.5953
NCSTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08746
Reproductive gland	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.876
GSE213588_10_v_5_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
Creb3l2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	31.4641
Lef1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.5106
MTHFS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04485
PMC8040704-jcav12p2673s2.xlsx-Up-regulated_genes_in_EBF1-Unnamed_0_EBF1	Rummagene Transcription Factor Associations 2026	1.0	null
THOC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11415
GSE190316,GSE190324_1_v_9_rbm4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE254848_4_v_3_ptges_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9013128-NIHMS1795992-supplement-4.xlsx-501mel_ARID2_KO_Downregulated-Gene__name_ARID2	Rummagene Transcription Factor Associations 2026	1.0	null
PMC4531812-13058_2015_618_MOESM11_ESM.xlsx-TCGA_Sparse_KM-TFAP2B_TFAP2B	Rummagene Transcription Factor Associations 2026	1.0	null
Flagellum	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.763
PMC8040704-jcav12p2673s2.xlsx-Up-regulated_genes_in_EBF1-Unnamed_5_EBF1	Rummagene Transcription Factor Associations 2026	1.0	null