association	dataset	threshold value	standardized value
NPC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.31157
PMC11694450-Table_1.xlsx-MR_to_MM_at_2_DPI-Supplementary_Table_1_1_Differentially_expressed_genes_in_the_cecal_tonsil_transcriptome_in_the_M_R_group_compared_to_the_M_M_group_at_2_DPI_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
RAX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.6417
PDLIM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32466
GSE203308_4_v_3_brf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SOCS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8597
GSE120612_6_v_5_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
MATCAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5208
NSUN7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49516
KAT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04612
IRF5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.5654
GSE174701_4_v_7_maml3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE146612_2_v_0_amiodarone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC11906354-41588_2025_2087_MOESM4_ESM.xlsx-ST12-Unnamed_3_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
TMEM222	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56161
USP42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16099
ZNF496	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77624
MOSPD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.55949
ANKRD65	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91072
GSE180525,GSE180528_1_v_0_tbx3_human	RummaGEO Gene Perturbation Signatures	1.0	null
UBE2J2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47384
GSE174701_1_v_0_maml3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NRBF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20808
ADCK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.63871
ZBTB18	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.9073
PMC9974104-jci-133-159940-s019.xlsx-GT3-INCP-GATA3_co-bound_genes-Gene_Symbol_GATA3	Rummagene Transcription Factor Associations 2026	1.0	null
GSE239844_11_v_9_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
phi1	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.948
Tcf12	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	41.8398
C1R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1182
GSE238116_3_v_2_egr1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-GV_FIGLA-Unnamed_3_FIGLA	Rummagene Transcription Factor Associations 2026	1.0	null
TPM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71709
TFAP2E	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	48.0549
COX7A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40733
MAFF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60559
ADCY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81167
UBXN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9156
GSE238116_1_v_0_egr1_human	RummaGEO Gene Perturbation Signatures	1.0	null
SOWAHD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.42698
GTF2H3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4971
MRPL40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19884
CREBBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30069
ART5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40507
DRGX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.637
NAGPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.1724
TEX19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19889
TMEM184B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17871
H2BC26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62887
NHLRC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74806
GSE147876,GSE147877_4_v_6_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PEX11B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5578
SVIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17533
DUX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52152
ZNF337	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98863
TMEM129	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82161
CHST7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.98877
PACC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46663
OTUD6B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96463
RPL36AL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18353
POLI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35047
ZNF574	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	39.9619
ZMYM6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33856
SPAG8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38639
RNF182	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38815
TRMT10B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84624
VWCE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84492
SETD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57249
POM121C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.48315
NUDT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79989
INA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81016
MKNK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09413
LRPAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38537
KCTD15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33987
GTF3C5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36185
GSE210655_3_v_7_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
CBFA2T3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60115
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-GV_FIGLA-Unnamed_2_FIGLA	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF417	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.5275
GSE230263,GSE230265_3_v_1_runx1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE102870_7_v_0_nr1h4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE157383_6_v_2_abemaciclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PCYT1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25427
MST1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3763
RASGEF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.93336
LRP10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0923
CD81	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2023
MYSM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15671
GSE212487,GSE212488_0_v_1_gata4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CCDC96	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-5.14946
ZNF852	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84741
GSE202603_3_v_2_bhlhe40_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RUSC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80749
GSE118548_1_v_0_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TRAF3IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79478
HNF1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.36517
COX6A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85818
CPHXL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57806
THUMPD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46398
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-GV_FIGLA-Unnamed_1_FIGLA	Rummagene Transcription Factor Associations 2026	1.0	null
SDHAF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76864
TUBB2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36538
REXO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01927
C1orf216	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04149
H3C7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19464
GSE233548_2_v_0_plscr1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ACVR1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26718
GSE228430_2_v_3_fabp5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MAP2K3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18392
PAX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86071
ERCC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.02729
ZNF107	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27108
MYOCD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3963
HDHD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1754
ATRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02826
ARHGAP11B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50784
EPAS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.1078
GSE236502_1_v_3_paclitaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE150895,GSE150896_0_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
PDGFA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10115
WWP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37628
PSMA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73528
FKTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20859
VILL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3517
NKX6-3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48725
GSE80537_3_v_2_adhfe1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SLC16A14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6463
CTHRC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39933
H2BC17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00478
GSE175787_8_v_9_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE244233_1_v_0_quercetin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HSF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.419
GSE234340_1_v_7_muc2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
IRF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.1327
PTPMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35432
METTL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75791
GSE234289_5_v_2_rfx6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
LMF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26779
ZNF416	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.0261
GCM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62131
GSE149903_5_v_2_myd88_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MAFK	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.6634
GSE127790_4_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SLC16A5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.50759
PCDHB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17975
HOXA10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70854
ZNF433	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44264
GFOD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.21385
GSE181521_0_v_1_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE48812_9_v_10_sulforaphane_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SRPK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43175
CHMP4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19359
UBE2NL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.6385
TRAF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84295
HOXD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52224
OSBPL11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65349
GSE164494_0_v_2_angiotensin ii_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE232624_4_v_3_ethanol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ISOC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.62987
CES3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41812
C5orf15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12092
METRNL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11368
CALB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42463
GSE207135_1_v_0_sod2_human	RummaGEO Gene Perturbation Signatures	1.0	null
H2BC13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55219
Nfe2l2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	21.9642
Pole plasm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.099
GSE100863,GSE100864_3_v_0_tet2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF346	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40442
FBXL22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8536
Cell type cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.923
Bhlha15	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	24.2959
ITPR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50531
GSE205163,GSE205164_3_v_4_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NUDT8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69078
GPC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80735
GSE146982_7_v_6_gpd1_human	RummaGEO Gene Perturbation Signatures	1.0	null
NBDY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.31018
SYT12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97421
GSE200673,GSE200691_1_v_3_hmga2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
G3BP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33874
STAT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67922
CAVIN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.95139
TRIM37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13154
NFKB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03179
KLF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62201
MDH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24321
GSE149901_2_v_0_anlotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SLITRK5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68817
RSPO4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61179
SOX7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40327
GSE145915_3_v_2_pcm1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ARID3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33191
AGAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80399
HT-115 cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.892
H2AC20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29913
FADD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80302
GSE164494_0_v_2_rab22a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
HSF4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.1833
ZNF766	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.0984
ERF::NHLH1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.1836
H2BC12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79144
KIF3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57961
CLSPN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45041
TTLL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10914
GSE195663_7_v_3_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GCM1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.6723
Varicocele	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.063
GSE48812_4_v_5_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
EEF1E1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30046
GSE70499_4_v_1_bmal1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-GV_RFX-Unnamed_2_RFX1	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38148
MFAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9641
ZNF674	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.80907
PTPN12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37937
GSE227592_0_v_3_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
NKX2-2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.8741
FAM199X	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16893
GSE149035_1_v_0_hepacam_human	RummaGEO Gene Perturbation Signatures	-1.0	null
TENM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30462
GSE227592_13_v_3_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PCBD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22196
KLC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67434
YY2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	33.1757
MBLAC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02101
GSE207787_1_v_4_pdha1_human	RummaGEO Gene Perturbation Signatures	1.0	null
MBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96336
Ltk	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.56
FDX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28552
URB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.061
RECQL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64004
TRIM21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9329
COQ8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42339
Bach1::Mafk	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	24.6491
CHRD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84434
GTPBP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07183
RTN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35405
PNO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11234
CLOCK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95777
GSE127790_9_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC10824666-43018_2023_699_MOESM2_ESM.xls-Suppl_Table_S4-AM-1882_AUC_vs_Gene_Expression_PRISM_Breast_and_Ovarian_Cancer_Cell_lines_n_58_1_PRDM6	Rummagene Transcription Factor Associations 2026	1.0	null
ACBD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71977
GSE200673,GSE200691_1_v_5_hmga2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PCID2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13886
MYC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.9976
LRRC41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47236
Tcf21	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	28.3628
PMC8387919-mmc2.xlsx-ST6_NEUROG3-KO_downreg-Unnamed_4_NEUROG3	Rummagene Transcription Factor Associations 2026	1.0	null
ADAMTS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17553
NSD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00634
CALHM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11888
DBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92937
DEDD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66932
GSE169356_2_v_4_ivermectin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MEF2C	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	41.8162
KIF20A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53773
MBD3L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.65319
HSPA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27762
STK40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9586
DVL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52389
SELENOM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54223
COPS6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45468
PMC10915192-ab-23-0304-Supplementary-Table-S6.pdf-68-TCF3_TCF3	Rummagene Transcription Factor Associations 2026	1.0	null
EMX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.6297
GSE172016_2_v_5_paclitaxel_human	RummaGEO Drug Perturbation Signatures	1.0	null
SEMA3G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54402
BATF3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.201
YIPF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6571
GSE106661,GSE106665_2_v_3_arid1a_human	RummaGEO Gene Perturbation Signatures	1.0	null
RAB11B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18965
LGALS3BP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87177
GSE158431_5_v_7_pioglitazone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PTCH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91041
KLHL36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94805
LRRC57	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73521
GSE200839,GSE233826_3_v_6_tnrc18_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE120612_7_v_5_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
LDB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52993
GSE76771_1_v_3_atf4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GBX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.1065
ECD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5192
GSE207135_2_v_0_sod2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE125014_1_v_4_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GLIS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62894
Disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.18
ALG10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44918
NLGN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1096
ZNF233	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91112
NEFH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44261
ACLY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37287
ACOT9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40562
HROB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46146
GSE158458_2_v_1_sorafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ASB16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58364
Pericentriolar material	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.714
GSE237984_1_v_2_magi1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CCDC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.08739
PLOD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66298
Disease of cellular proliferation	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.923
SP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.00329
Choanomastigote	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.545
MAU2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70755
GSE239688_2_v_3_canagliflozin_human	RummaGEO Drug Perturbation Signatures	1.0	null
AK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.956
CBX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23854
GSE205163,GSE205164_9_v_8_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE235945_1_v_0_pikfyve_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE202359_1_v_0_rbpms_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MTF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.7111
REV1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65475
GSE157050,GSE157051_2_v_3_metformin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PCBP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00989
ASS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77886
RBM23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23082
MUL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63333
ARL8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53148
ARSI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42989
GSE200673,GSE200691_2_v_0_hmga2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PLXNB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55735
DLX6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.3237
MRPS7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.61584
CPLANE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51275
FUT11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05464
IFT52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32121
PNPLA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14675
CUL4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7319
GSE213588_9_v_12_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
NKAIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47414
Meiotic spindle	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.722
PRPF38A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90368
Ikzf3	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	31.5985
HIF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74489
TMEM14A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64407
GSE174701_1_v_7_maml3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SSNA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18739
ZNF202	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47465
KLC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73086
PTTG1IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.952
GSE205163,GSE205164_1_v_8_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZFP14	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	82.6863
GSE157383_0_v_1_abemaciclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PPHLN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81853
KBTBD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67722
LHX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84531
GSE151090_0_v_4_verteporfin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DOLK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31791
RASSF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04649
TSSK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98452
GSE127790_13_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE200673,GSE200691_2_v_4_hmga2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
H1-10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14438
BICD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.95359
ESYT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56454
HDGF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02554
SH3BGRL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53268
TATDN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30294
WASHC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38145
UNCX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.5928
LMNB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.3678
RAB3IL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07197
PPARA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38089
Trypanosomoid form	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.051
ENOSF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64729
GOLGA6L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68182
ABCD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.35775
CMPK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10269
ARL2BP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67186
GSE169356_0_v_5_ivermectin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
STX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38742
GSE228992_0_v_1_mafb_human	RummaGEO Gene Perturbation Signatures	1.0	null
HEY1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.4766
POLE4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31819
TEAD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8169
GSE159678_4_v_2_chloroquine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE179036_1_v_0_trim24_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE193258,GSE193259_2_v_6_osimertinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
EXO5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.79295
LRRC73	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12128
Hic1	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	21.4012
ARHGEF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21672
H3C13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42201
NSUN6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02265
PMC9533694-MOL2-16-3410-s013.xlsx-FIR20vsREST_DEMs-FIR20_vs_REST_DEMs_Down_REST	Rummagene Transcription Factor Associations 2026	1.0	null
GSE154074_1_v_0_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE185744,GSE185747_2_v_3_sox9_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSPT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98969
GSE125014_1_v_3_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
KIF13A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.91178
GSE228727_2_v_1_dapagliflozin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
Disease of anatomical entity	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.923
PCNP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17653
DGKD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0668
GSE168602,GSE168604_2_v_1_selumetinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE151782_6_v_5_aim2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
KIF17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8261
FOXD2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.9875
Water vascular system	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.706
DHRS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02173
PBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61513
PRIMPOL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07527
GSE111061_1_v_3_tofacitinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HES6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.4674
TMED10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77397
GSE205163,GSE205164_3_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Advanced sleep phase syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.375
RNF113A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65834
FOXE1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	137.469
GSE232624_4_v_5_ethanol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NOP16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40077
NUMBL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33373
MDH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10535
AKIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7062
ALX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.6308
Delayed sleep phase syndrome	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	2.307
ZNF862	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.118
GSE248769_1_v_0_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PKNOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01818
FERD3L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58542
STAR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16331
POU4F3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63321
LARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28371
UBXN10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62575
ANKRA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39644
ARHGAP45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42261
ZNF444	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28453
ZBED5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7337
NDUFS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5249
MXRA7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72865
GSE147876,GSE147877_4_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZBTB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.49129
RSRC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20986
GSE77108_0_v_9_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FOSL1::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.2473
PPP2CB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5025
SRY	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.4643
PRKAB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94127
GDPD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6012
CNOT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25986
NKIRAS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79763
TMEM82	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73899
TXNDC16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9638
DYNLL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30951
RNF187	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70543
GSE234340_3_v_7_muc2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SLC23A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79878
GSE227698_5_v_0_g0s2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
CNST	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2775
INTS11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.92783
GSE202434,GSE202438_15_v_11_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE106661,GSE106665_0_v_3_arid1a_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE149035_3_v_5_hepacam_human	RummaGEO Gene Perturbation Signatures	-1.0	null
DENND4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.83988
ZNF354A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	54.3842
Organ system cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.923
FUNDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83719
GSE158197_2_v_3_egfr_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC10742386-pnas.2311372120.sd05.xlsx-GCM1_EVT-Gene_Symbol_GCM1	Rummagene Transcription Factor Associations 2026	1.0	null
TGFB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39417
SNAI3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.4219
FKBP1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65219
GSE192771_2_v_1_mt1g_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE244072_2_v_1_tfeb_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE239844_6_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Disease of mental health	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.18
HACD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.56466
GSE68156_3_v_5_dextran_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
SUGP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.81759
GSE146687_2_v_3_eribulin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PLPPR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02208
P granule	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.387
GRK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58553
BIN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1554
GSE234340_4_v_7_muc2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE168918_1_v_0_tmprss4_human	RummaGEO Gene Perturbation Signatures	1.0	null
FBXO9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49506
PACS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40676
FHIP1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46976
EDEM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56139
COPS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.15546
LBX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.608
ADAM17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.1056
IPO9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22091
GSE48812_3_v_5_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE175787_8_v_2_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
LIPG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47235
SRSF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95777
SORBS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87988
GAL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44483
EDNRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1381
Seasonal affective disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.299
HES5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.7343
ZNF257	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	47.4812
TMX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83715
HPCAL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01646
GSE169356_0_v_3_ivermectin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
FAM133B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71279
UROS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81978
ISY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.16228
GSE158458_2_v_3_sorafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TNFRSF12A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19199
UGCG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82489
RGL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78106
ZDHHC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11158
TPSG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79168
PRDM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01378
ARPC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47449
PPM1J	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70313
PIGW	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.83176
NLRP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97114
SNX11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76945
ILKAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74303
GSE127790_5_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
VAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7818
DNM1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81683
PCDHB13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81188
HES7	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	50.0526
MRPS23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88304
IDH3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12572
RBM6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6727
CTTNBP2NL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0107
GSE161800_0_v_2_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SERPING1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20142
CDK5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96296
NUB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7888
FRS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5715
CTNNB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84713
PRRX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.246
SELENOI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41635
ATP8B3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32327
SEC14L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19325
AIF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9415
GSE85880,GSE85881_4_v_1_tretinoin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TENT4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06558
LYSMD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50086
SGF29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.35997
PMC9385264-NIHMS1828071-supplement-8.xlsx-AR-gene_symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
gamma-tubulin small complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.095
FAM78A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6839
FZD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86187
ATOSB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20235
CPXM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8771
NEK8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93589
RPAIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53795
PMC9336541-Table_3.XLSX-C-vs-H6-L_filter_annot-Unnamed_18_HMX1	Rummagene Transcription Factor Associations 2026	1.0	null
AXL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49863
KDM5D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33294
NDRG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.53593
RPF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48794
ZNF470	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44205
GSE264621_1_v_6_secretin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Melanoma	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.923
DISP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52616
IGSF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42617
SETD9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97153
GSE205163,GSE205164_2_v_4_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ATG4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.443
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-GV_RFX-Unnamed_3_RFX1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE96649_1_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
STAT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55882
ZBTB11	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.5507
ZFP57	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.4278
ADIPOR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78922
GSE158969_1_v_2_trastuzumab_human	RummaGEO Drug Perturbation Signatures	1.0	null
IBTK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.38927
GSE242096,GSE242098_1_v_0_med1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
COX4I1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99012
SF3B4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38846
CCDC74A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67881
CDX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3395
GSE196671_5_v_0_obox4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ATF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	49.5969
PDX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.3561
DLG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7622
GSE147876,GSE147877_2_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE74251_2_v_3_decitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE78199_0_v_3_tamoxifen_human	RummaGEO Drug Perturbation Signatures	1.0	null
RSF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.90887
GSE127916_1_v_4_nras_human	RummaGEO Gene Perturbation Signatures	1.0	null
CHKA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67467
ETV5::FOXO1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.849
RNF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81902
NR2F2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88045
CPOX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92287
PATZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60777
DHRS11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68864
TCF7L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.2641
GSE161864,GSE161866_4_v_3_ror2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
THAP1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.7837
ZSCAN5B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53968
ZFYVE27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62777
GSE207471_2_v_0_btla_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF507	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59557
TMF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3159
ZFP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91196
SRC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33034
gamma-tubulin large complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.804
COQ2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27846
MTIF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28026
HEY2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.7639
PKNOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56328
TARS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.38344
GSE182180_1_v_2_secretin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
KIAA0319L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87175
GSE115395_2_v_3_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ARF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56127
GDE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86312
NR1D2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.5118
ACTB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.61168
GSE111385_0_v_1_tgfbr2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TMEM205	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.98597
GSE202434,GSE202438_15_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CBY3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93607
DPYSL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4994
ZNF280C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16951
LRPPRC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98526
PRPS1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39904
LARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.04288
DEF8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.17436
TYSND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63663
ACOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26849
Dendritic microtubule	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.118
Nebenkern	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.436
GSE242333_0_v_2_sorafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE175787_8_v_7_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
SUZ12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30196
MFAP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01212
MPZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65865
GSE205163,GSE205164_5_v_7_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
MRPS30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50904
QRICH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27235
SOCS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09541
chr9_131550651_T_C_b38	GTEx eQTL 2025	1.0	1.01733
MEX3C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82116
BATF	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.7377
POT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10205
TBCA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20449
GSE147876,GSE147877_4_v_5_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE175787_8_v_10_rhoc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158632_2_v_0_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PRRX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.3544
ZNF763	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.91784
CERS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20788
GSE149901_2_v_1_anlotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
MRPS18A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51246
GSE174406_2_v_1_lin28b_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TNFSF11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81752
LGALSL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57105
ZNF439	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56004
SAAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29836
PICALM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71893
LPAR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05882
C19orf81	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22936
Larval brain	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.811
RAX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.9456
GSE234514,GSE234516_2_v_3_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
FOXD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	149.852
MIGA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4327
CXCL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68224
KCNMB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53731
GSE210580_5_v_7_rag2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RMDN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.80291
ABHD13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44663
GSE70499_3_v_1_bmal1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ATF6B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.15416
CCDC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95118
OGFOD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53453
B4GALNT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.14158
ATP6V1F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56232
THRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71734
CHRNA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.705
GSE254526,GSE254528_0_v_1_phf19_human	RummaGEO Gene Perturbation Signatures	-1.0	null
HOXC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47685
jm2	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.12
TCF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.0497
H3-3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00118
NODAL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.71059
MEST	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46957
FZD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77944
CALD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51855
CPT1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.37841
UBXN2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03898
Integumentary system cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.923
EXOSC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86096
PGM2L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47571
Zic1::Zic2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	28.4432
RC3H2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55941
Cytolytic granule	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.591
C18orf54	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51912
NGLY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.69444
TTC30B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.89743
JPH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.02358
CCDC93	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.73338
NRN1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86058
GSE125014_6_v_4_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
HSF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56877
MEIOSIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.97133
STYX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78211
Mafg	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	23.3892
ECEL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.878
ZNF853	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.47111
KARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88446
GSE48812_4_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
NME6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90787
ZNF367	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55612
CORO1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32936
MRGBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17353
H2AB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.14457
VDAC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9268
BST2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82319
MAJIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70716
ANKLE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.81368
UBE2R2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36596
GSE203308_4_v_10_brf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE169713,GSE169715_1_v_2_tert_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE186654_1_v_3_tcpobop_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
LYAR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0653
GALE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.50989
RAD23A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63294
SHKBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28904
LTBR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51711
IRF2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.3333
FAM216A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.95011
MRPS36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.25453
ZSWIM9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.05762
SLX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96502
GSE190534,GSE190536_0_v_2_cyclophosphamide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
EN1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.5715
Oviductal fluid	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.983
ANKRD61	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.09969
GSE205163,GSE205164_9_v_7_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE232624_4_v_2_ethanol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE186620_0_v_1_ascl1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Pparg::Rxra	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	35.0705
RYR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41114
SLC38A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58192
NR1D1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.5085
MRPL30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55379
GSE227698_2_v_4_g0s2_human	RummaGEO Gene Perturbation Signatures	1.0	null
ACTA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67901
ALG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58974
Olig2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	22.8185
GSE241402_0_v_1_prmt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
RBM48	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34538
SHISAL2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47973
SOCS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.13741
GSE158632_2_v_5_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DDX31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28995
NSMAF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70665
GSE195559_8_v_1_notch1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE205163,GSE205164_5_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GLRX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87308
GSE158632_3_v_4_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZDHHC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32631
SLFN12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25397
RAP1GAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76571
TMEM130	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50525
PPA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44948
ASB6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43285
PSD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00797
CYYR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.18977
NOTCH4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.99792
MCTS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.80843
ZIM3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.5116
PTGER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70273
SENP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76378
GPSM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47739
EMILIN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85458
CYB5D2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07569
DUSP16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44206
PMC8387919-mmc2.xlsx-ST6_NEUROG3-KO_downreg-Supplemental_Table_6_Genes_downregulated_in_NEUROG3-_-_hESC_line_differentiated_to_pancreatic_endocrine_progenitors_d13_NEUROG3	Rummagene Transcription Factor Associations 2026	1.0	null
CCDC12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99633
GINM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.453
KLHL9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33318
CASKIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29922
KRBA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80612
CDH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32981
STEEP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31272
KLF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93218
SAP30BP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33334
DND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06314
PHLPP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.1641
GSE143944_2_v_0_ribociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NFIC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.2713
ALKBH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58052
ZNF479	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9709
LETMD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93015
TBL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31052
TMEM87A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54673
FOSL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.4692
NAE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1451
GSE227698_5_v_3_g0s2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE239688_4_v_0_canagliflozin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE264621_1_v_3_secretin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SH3YL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26355
KPNA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.257
SIT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01791
ELF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92723
DIPK2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52041
GSE239844_11_v_10_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
MFSD6L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.04194
RAB5IF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09202
WDHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74242
GSE202434,GSE202438_15_v_0_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE85880,GSE85881_4_v_2_tretinoin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Developmental disorder of mental health	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.18
ZNF362	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46028
FAM177A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63757
PABPC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91396
C6orf136	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29831
Ciliary base	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.733
GSE195559_2_v_7_notch1_human	RummaGEO Gene Perturbation Signatures	1.0	null
SOWAHC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02011
SLC25A19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27732
GSE195559_8_v_5_notch1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF583	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.74211
CACYBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00997
PUS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83635
H1-4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71636
ETFB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31577
CENPP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72022
MYBPC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83288
GCM2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.2811
GSE158969_1_v_0_trastuzumab_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE146982_7_v_6_metformin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GALM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.20911
ZNF641	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36374
PNLDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26141
EXOC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51413
ALDH18A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70625
GSE171837_0_v_2_bortezomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TTLL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03314
RAG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2346
ALDH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85758
FOXJ3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82081
HMGB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80898
ACD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7402
ZNF32	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63099
DHCR7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31981
MIXL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	13.5555
TFAP4::ETV1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.1807
ETV2::HOXB13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.2065
PTS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96516
RNF169	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44182
ANP32E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4171
GSE239844_7_v_9_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
SLC45A4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70849
ZNF438	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21356
SLC25A39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.15243
IQCB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62971
ANKRD46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52542
ABCF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.02961
GSE127790_13_v_2_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE78199_2_v_1_tamoxifen_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Sleep disorder	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.283
OSBPL9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24545
GSE195663_0_v_3_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
HDAC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1341
DKKL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93193
NFIB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	46.1114
EMX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.4891
ASCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.66053
GSE205163,GSE205164_1_v_7_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE227592_8_v_1_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MSX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.0922
KRT19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41478
FOXK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7147
FAM136A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.16586
DDI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04298
ONECUT3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	141.331
SNRPD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23911
Ampulla	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.708
ZNF776	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.71584
LYRM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26797
GAPVD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42448
GSE146982_4_v_2_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE147876,GSE147877_2_v_5_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ATF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00725
SIK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52137
ANKRD13B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67755
BID	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.08356
GSX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30684
ABLIM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01197
GSE227592_10_v_3_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
FAM200C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0341
PSEN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88989
GSE135350_2_v_5_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE247775_1_v_0_tmprss2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Germ plasm	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.102
Ptf1a	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	66.4147
ZNF564	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84123
SLC16A13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15572
GSE196699_4_v_6_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
HECA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26637
RHBDD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40178
GSE147876,GSE147877_2_v_11_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
FGFRL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57037
Uterine epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.648
CIBAR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49202
GSE95302_2_v_3_tamoxifen_human	RummaGEO Drug Perturbation Signatures	1.0	null
ECE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62606
PTMS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26185
ADCY5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.0213
E2F8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97546
ISX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.2441
Twist2	JASPAR Predicted Mouse Transcription Factor Targets 2025	1.0	17.8894
ALPG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70237
TDRP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51651
ENSG00000230707	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36834
MBD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.37547
OTUB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46241
TFAP2C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.477
FXYD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.27057
BHLHA9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53005
ATF7IP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.03589
UBR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09696
CCNK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74991
SLC5A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68375
OLFML3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4405
GSE155800_1_v_0_imatinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PCDHB9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61382
GSE180951_1_v_4_bleomycin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
CA11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32543
ASF1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.9323
Mitochondrial derivative	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.3
PSME4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3486
NECAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11286
TP53I13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56761
OGFR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80339
DISP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28511
GSE125007,GSE125008_1_v_0_uhrf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NPY1R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.05518
PANX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56343
TM9SF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34906
MYPOP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69663
GSE239844_4_v_9_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF703	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34724
SNAI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	50.3747
PLAGL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0719
NASP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28812
PSMB5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64333
CPD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6794
MED11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47356
GSE150072,GSE169209_4_v_11_qser1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE169356_0_v_4_ivermectin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SETDB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28233
GRINA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.37062
USF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.2005
GSE207471_2_v_3_btla_human	RummaGEO Gene Perturbation Signatures	1.0	null
PRCP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08832
LRP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.07486
BEST2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97602
GSE123638,GSE123639_2_v_1_bortezomib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE192771_2_v_1_sorafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Integumentary system disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.923
GSE133213_6_v_15_znrf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF384	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	196.487
TADA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83335
FEZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.14924
BCAT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39934
GSE152050,GSE152052_1_v_0_arid1a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CREB5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25618
CCN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52076
GSE71529,GSE71558_1_v_0_doxorubicin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
LAMTOR5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82386
BOD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.83226
GSE48812_9_v_1_sulforaphane_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MRPS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4796
CNNM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19852
GSE159678_4_v_3_chloroquine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RNF145	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38637
ARX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24474
H2BC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95119
SMG8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.3805
TCF21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.81716
PRKCD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54357
TNP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07636
DLGAP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16319
TSPAN9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18793
NPAS4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48831
GSE98898_7_v_1_hoxa1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE234514,GSE234516_2_v_0_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
TRUB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.44171
ADIPOR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44085
RNF170	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.71153
GSE77108_3_v_2_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
LYRM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.95925
PHOX2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02817
PBX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30541
Cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.923
ATP5PF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46193
GSE146982_0_v_6_metformin_human	RummaGEO Drug Perturbation Signatures	1.0	null
ATP1A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05511
GSE120612_4_v_5_etoposide_human	RummaGEO Drug Perturbation Signatures	1.0	null
IARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0002
ZNF714	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10606
ZNF442	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13405
YPEL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.10176
NRM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86407
GSE239844_7_v_10_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PAX9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.5802
Skin melanoma	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.923
KRAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40218
FUNDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.05659
AGFG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37219
GSE135030_8_v_9_fludarabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE174701_4_v_0_maml3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MEOX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80627
PARD6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18556
ENSA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95037
GSR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.09111
DLAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04089
ZNF432	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61925
CHST4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46199
GSE139455_7_v_6_stat3_human	RummaGEO Gene Perturbation Signatures	1.0	null
SLC35E1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12272
RAD54L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9535
AASDHPPT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5397
GSE131680_1_v_0_macroh2a1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE234514,GSE234516_2_v_0_mitf_human	RummaGEO Gene Perturbation Signatures	1.0	null
BNIP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28924
GSE215849_2_v_1_muc1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE188382_4_v_0_sirt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
Skin disease	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.923
FCHSD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23948
APEH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41587
GSE205163,GSE205164_2_v_6_znf808_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE147876,GSE147877_2_v_0_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
EPHX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14487
SEMA4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23244
L3MBTL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85974
RNF44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53604
MSX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.2905
PAX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.5885
GSE133213_6_v_1_znrf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TES	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16584
GSE228430_1_v_3_fabp5_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE208350_0_v_1_fgfr1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE143782_6_v_5_calcitriol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
JMJD1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.01058
ZNF827	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75965
HELB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56073
GSE156454_0_v_1_tamoxifen_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Skin cancer	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	0.923
PCDHB7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78783
GSE203362_0_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RNF38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90731
SLC7A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30346
SHARPIN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.50295
GSE92364_0_v_5_asparaginase_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
KCTD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.69071
MPPE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59246
GSE146982_0_v_6_gpd1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GLG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81605
DDX47	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02299
ECPAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7001
MTIF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91069
FAM86C2P	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2546
GSE77108_5_v_2_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
PIWIL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84481
APOBEC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22205
293-F FreeStyle cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	1.673
CDC34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39605
SEMA6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07546
WHAMM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77615
SLC44A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27022
SOHLH2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.0012
TRIM46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26619
GSE169356_0_v_1_ivermectin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DHX57	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.67382
CBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23501
PTER	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77138
HAPSTR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53655
GSE150072,GSE169209_6_v_11_qser1_human	RummaGEO Gene Perturbation Signatures	1.0	null
ERCC6L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24832
ZNF460	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81345
PYGO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15984
RAB14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90802
KDM4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8164
ELP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.69778
GSE188721_3_v_1_mesp1_human	RummaGEO Gene Perturbation Signatures	1.0	null
ARMC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18335
ZNF486	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.05111
TLX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.5462
ZFP42	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.9207
DEAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09483
COA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10489
SMIM10L2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83186
GLT8D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00416
GSE228181_4_v_1_idh1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF425	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99428
GSE208350_4_v_1_fgfr1_human	RummaGEO Gene Perturbation Signatures	1.0	null
CCDC17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15518
TMEM74B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.7468
DNAJB12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54798
DCUN1D5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82637
XPNPEP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.81745
GSE172458_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE146982_4_v_2_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PSME1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86704
CTDSPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93333
GCLM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49046
PMC7498599-41467_2020_18508_MOESM11_ESM.xlsx-GV_RFX-Unnamed_1_RFX1	Rummagene Transcription Factor Associations 2026	1.0	null
RNPEP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79315
RPL7L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95228
SKI	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56816
PKIA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32443
GSE133213_6_v_5_znrf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE213228_4_v_5_irak2_human	RummaGEO Gene Perturbation Signatures	1.0	null
APTX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87012
GSE174751_0_v_1_postn_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SLC16A8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16747
MRPS26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98974
HNRNPH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.16852
ZNF248	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61044
GSE161800_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
RBM14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71002
GSK3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48169
MON1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24841
C12orf29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86576
GSE109565_12_v_4_glyphosate_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CDCA7L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61215
ANLN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58428
GSE223334_1_v_2_bcl11b_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FAM210A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48161
GSE100863,GSE100864_2_v_1_tet2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
USHBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78411
GSE207914_5_v_6_nudt7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE242333_0_v_1_sorafenib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GON7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74069
DLX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.0214
DUSP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78949
CHST14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80115
Cervicovaginal fluid	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.676
DSTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60181
CSF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01652
Specific developmental disorder	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.18
GSE233049_1_v_3_atf3_human	RummaGEO Gene Perturbation Signatures	1.0	null
MADD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20274
SLC46A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59968
SPINT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.3235
ALKBH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.60795
LRP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19588
TMEM259	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49761
PTBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19911
GSE169356_2_v_3_ivermectin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BCAS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27404
SCRN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88138
Attention deficit hyperactivity disorder	DISEASES Experimental Gene-Disease Association Evidence Scores 2025	1.0	1.18
DLX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73129
EPCAM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.40051
XBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52227
MRPL32	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37707
BATF::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.8874
Uterine fluid	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.885
TOMM40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69891