association	dataset	threshold value	standardized value
GSE216538_1_v_3_mrs2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE148066,GSE157787_11_v_7_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FOXK2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.65
CCDC12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99633
GSE231799_3_v_4_nfkbie_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
C6orf62	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65296
RIMKLA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.73607
FOXM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5293
NR2F2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.8044
EWSR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77336
MTA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81866
NPPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30604
FARSB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34618
EP300	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9591
GSE168596_2_v_3_adiponectin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
COL1A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47188
GSE195582_0_v_1_pim1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
STAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31408
GSE62843,GSE64371_2_v_5_furan_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE198826,GSE198911_1_v_2_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE179002_4_v_1_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ATP2C1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.63439
PPP1R7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16213
GSE148066,GSE157787_8_v_10_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
EML2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28329
GSE136627_3_v_1_hdac4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PACSIN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41885
GSE112860_0_v_7_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE248045,GSE248046_4_v_1_runx1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CXorf38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52222
GSE217405_0_v_1_osimertinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
NUSAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80935
GSE95771_0_v_4_ruxolitinib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE236262_2_v_1_trim28_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ONECUT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.09106
FOXK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.8087
CCDC43	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97599
GSE199660_1_v_3_secretin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MROH6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2434
GSE168076,GSE168080_1_v_0_batf_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CNIH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79693
FOXP4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.1934
WAPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83765
GFPT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35306
PPARG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	28.7857
ORMDL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36663
GLUD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10336
C5orf15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.12092
ARID1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72453
GSE179002_3_v_8_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE109285_5_v_2_glucagon_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ATXN7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0325
GSE149901_2_v_1_anlotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE223008_7_v_1_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CCDC113	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50246
MBOAT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36822
ELP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.58008
ZSCAN4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	45.3534
TBL1Y	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53468
GSE207433_2_v_3_crtc2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
LRRC55	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76515
FLYWCH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67985
OSBPL9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24545
LRCH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55599
EFEMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50445
GSE139992_1_v_0_mboat7_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CRNKL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81045
GSE171292_5_v_2_ehhadh_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE130081,GSE130082_0_v_1_neil2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BNIPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2349
TELO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8273
LAMTOR5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0731
INTS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66063
ZNF511	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66951
NUMB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80672
USP46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.52393
NAGS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80091
ACTR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75243
WARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91653
VIRMA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50249
JMJD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20912
THAP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.89102
GSE239578_5_v_7_cxadr_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FAM53B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.98029
XRN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67227
GSE155305_2_v_1_ifitm3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SLC38A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.58192
PPP2CB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5025
ZNF468	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24236
RORB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.0193
GSE193993_4_v_3_sstr2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE252857_1_v_0_prednisone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE151494_8_v_3_nrp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
USP47	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.96072
GSE60691_0_v_1_glutamine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
NSUN7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29653
USP49	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60674
CSNK2A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12549
GSE215086_0_v_1_batf_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MAGOH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85112
GSE195743_3_v_2_lhx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC11906354-41588_2025_2087_MOESM4_ESM.xlsx-ST12-Unnamed_3_KLF6	Rummagene Transcription Factor Associations 2026	1.0	null
FOXD4L6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.33678
OTUB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63499
ZNF397	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52813
CELSR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3905
DIRAS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49914
DGKA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20016
GSE63048_11_v_8_morc1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FOXO6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.5313
ECHDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.1269
TBX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64093
GSE107505_3_v_2_nanog_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ALCAM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.662
GSE134029_3_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE89018_10_v_8_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF74	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31935
EPC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93452
GSE117730,GSE117732_0_v_2_apobec2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF316	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40224
PSMG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8688
HES2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.5592
GSE44157,GSE44163_1_v_0_nr6a1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
Peritubular contractile cell	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.924
DRG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24981
ATG9B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60037
RPS24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02775
GSE135352_6_v_4_napabucasin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TMEM130	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50525
IZUMO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07647
ZNF644	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46021
ESRRB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.4642
ACTL6B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8439
PLCXD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.54025
GSE107505_0_v_2_nanog_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PCDHB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17975
PIGC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.26374
PROX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	15.387
SMYD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34159
MPDZ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.43313
GSE196671_5_v_0_obox4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NCOA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46061
FEN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.47126
GSE143643,GSE143644_3_v_5_hdac3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CLOCK	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.2774
GSE68156_3_v_5_dextran_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF219	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.22365
GRHL2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.524
GSE160373_1_v_4_pparg_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.62919
ATRX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.56027
Refractive error	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.09
BNC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.93901
GSE118794_2_v_1_zmynd8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ANKRD54	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69776
EOLA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04831
CDC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57379
POGK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0301
GSE120248,GSE120252_1_v_0_macf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SMIM19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.24732
TRMT6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08294
RBM39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.82096
PCDHB6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.99657
CCDC115	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55114
FTSJ3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19718
METTL24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14467
MFF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.23037
PRRC2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60985
H2BC13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32286
PHOX2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.02817
GSE252857_1_v_3_prednisone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GMEB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49397
BRAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25229
SLC3A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40845
GSE155305_3_v_1_ifitm3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TEAD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.3063
ABHD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21496
AKAP9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15352
ESYT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51625
EIF4A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30403
GSE223008_7_v_3_calhm6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ERCC6L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.24832
GTPBP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22666
TBPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32334
ACBD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7175
MEF2D	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.9849
GSE159148_0_v_1_sdc1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FOXRED2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28437
PTTG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30054
SLU7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.28438
STEEP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31272
LMBRD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87378
GSE242096,GSE242098_1_v_0_med1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE232836_2_v_6_morphine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE179974_3_v_0_carboplatin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
SKP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.43184
TMEM139	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0277
GSE215351,GSE215794_4_v_0_kdm8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RORC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.0513
WDR89	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08218
SPHK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77761
REM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17438
GSE217115_2_v_4_alectinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
EBNA1BP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64546
FOXA2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.3165
ZFP42	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	38.4795
VWA5A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.81596
TCEAL4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00343
GSE240468_3_v_2_nfyc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE112860_9_v_8_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CDKN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35178
ZFP36L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55757
TUBB4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.73106
MSMO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36099
GSE216326_2_v_0_sulodexide_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
ETV5::FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.6549
GSE160246_9_v_1_cpeb4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TMEM79	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65725
SEMA4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84922
SUPT7L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65541
MOSPD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97481
NKX2-8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97312
ZNF439	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71795
SLC25A30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89666
ZNF24	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	32.0454
CARD19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49425
GSE162590_1_v_0_gsx2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE149124,GSE149128_3_v_0_cdk7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ABCD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73351
DFFB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.03951
NOTCH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2366
PMC10020087-41388_2023_2602_MOESM3_ESM.xlsx-MCF10A_KD-GeneName_AR	Rummagene Transcription Factor Associations 2026	1.0	null
ALG10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25826
VEZT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39474
GSE195743_1_v_4_lhx6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FSCN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19424
TPSG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.79168
GSE203308_1_v_3_brf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RBCK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1728
ANKLE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06027
GSE158100,GSE158101_1_v_0_runx1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE217363_2_v_1_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KIF1C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96801
FOXP2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.7063
MRPS33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93429
GSE213632_1_v_5_acod1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE137818_2_v_6_brca2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE164483_2_v_0_venetoclax_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Myopia	DISEASES Text-mining Gene-Disease Association Evidence Scores 2025	1.0	1.211
LAMC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21161
GSE178255_3_v_6_tlr4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
EVX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16297
GSE71385_1_v_0_cdk8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TP53INP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.4926
TOR2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83802
GSE63048_11_v_6_morc1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MAX	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.6038
RNF135	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71105
GSE222574_0_v_2_lmna_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE118794_2_v_4_zmynd8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF385B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6281
GSE127790_11_v_2_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE217405_0_v_1_egfr_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF707	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.64174
MEF2B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.3003
RFX1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.8133
GSE191105_2_v_3_nat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
LCMT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.91339
WBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35975
PAM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.1601
GSE168458_4_v_3_disulfiram_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE139948_3_v_6_metformin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GPR153	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31656
SMAD5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	20.661
OTOL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52524
GSE123002_0_v_1_srsf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
DDX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.96359
DBNL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29156
GSE107505_1_v_2_nanog_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SFRP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.34031
DPM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.76999
SURF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33018
GSE102467_1_v_2_pazopanib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CCKBR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48358
GSE96641_5_v_0_esrp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CD59	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94
GSE199899_3_v_0_diethylnitrosamine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
FKBP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4412
GSE150669_0_v_1_roxadustat_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE173873_10_v_3_stra8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZRANB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39771
MEAK7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.48085
GSE145323,GSE145324_1_v_0_rfx3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE169571_3_v_4_dexamethasone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
Sperm plasma membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.434
CHRNA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.91136
GSE211474,GSE212779_8_v_2_phf8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE179031_3_v_1_foxp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE214596,GSE214598_1_v_2_rosiglitazone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GPBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23967
IKZF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44673
GSE184902_4_v_0_adipor1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PTPN13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09859
DHFR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49865
GSE186065_0_v_1_sirt1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SPEF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.80881
Seminiferous epithelium	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.817
GSE49929,GSE49931_1_v_0_irf4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZSWIM9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.05762
DNALI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.75992
GSE205316,GSE205317_2_v_3_nrip1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FBRSL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.82069
Eye-eye photoreceptor cell	Tabula Sapiens Gene-Cell Associations	1.0	7.57711
CXCL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76537
RCAN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96834
GSE143643,GSE143644_2_v_0_hdac3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DZIP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83222
P2RX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01295
BCL2L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11503
ZNF727	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.74168
TAPBPL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50104
HMCN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19971
GSE188832,GSE188835_0_v_1_irf4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
LENG9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37492
SLC2A4RG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81093
NONO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87625
DMRTA2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.1782
GSE238005_0_v_3_c9orf72_human	RummaGEO Gene Perturbation Signatures	1.0	null
RFX3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.3843
PPP1R2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.83196
ZXDC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3455
GSE148066,GSE157787_5_v_10_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE192689_0_v_1_ricin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
MRPS36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37929
GSE148262,GSE150691_3_v_2_hdlbp_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE72895,GSE72896_0_v_1_progesterone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
BCL6B	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	40.7806
GTF2H2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65637
TRIM65	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45426
GSE173578_1_v_0_atf4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
JAZF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90463
GSE216043_3_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
TMEM35A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.47544
H3C10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01377
C4orf3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21499
GATA4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.5465
VTA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57363
GSE209680,GSE209683_0_v_1_nfat5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PGM2L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47571
POLR2D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.74357
GSE188870,GSE188871_0_v_2_kat7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE148066,GSE157787_0_v_4_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE255432_4_v_0_imeglimin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
TRIM33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35081
RRAGC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89136
KLF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64576
GSE154767_4_v_5_adam10_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MMP23B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66683
ERVMER34-1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82378
GSE131798,GSE131804_2_v_0_igf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FOXP3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.7313
GSE158815_1_v_0_trib1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE100316_5_v_1_mtor_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ANXA9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50157
RPL14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73105
DGKK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92534
BCL6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.02483
GSE252857_1_v_3_klf15_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
AGO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.34029
GSE123502,GSE123504_1_v_0_chd4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FOXD1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.3
UTP14A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90313
H4C9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.21742
ZBTB8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61313
UBE3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34376
GATA1::TAL1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.7986
LRRC4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19367
AFF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51668
GSE252857_1_v_0_klf15_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE211474,GSE212779_8_v_4_phf8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
WDR48	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62608
PSMD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77599
HIPK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77327
ZNF610	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30978
GSE216043_11_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
MSL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92662
RAB11FIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97782
JUN::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.1243
GSE162739_4_v_1_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
EFR3A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37063
SMG5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12404
OFD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30376
GSE76771_1_v_3_atf4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE164757,GSE164759_4_v_3_trametinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MYT1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95898
ZNF639	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01076
GSE225141,GSE225143_2_v_3_mettl3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
EPHA8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17454
GSE184884_7_v_1_gps2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
UBL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48348
KIF22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33122
UTP23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11912
GSX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30191
GSE217363_4_v_1_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CFAP36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.3485
KHNYN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62657
GSE246184,GSE246195_0_v_1_sin3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
BLMH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68621
GSE136627_7_v_1_hdac4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SIRT7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.73248
CGAS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28577
GSE213632_3_v_5_acod1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SLC12A6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32761
VPS25	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99476
MAFG::NFE2L1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.284
GSE112860_0_v_2_prdm16_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE148066,GSE157787_3_v_10_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SSR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0595
SEMA3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90969
SUPT16H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76573
SNRPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.06308
GSE247862,GSE247863_0_v_1_eomes_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PROSER2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21987
MARK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3546
ZNF141	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74075
DCTN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68075
VPS52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0079
BRAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.25902
SYT11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00109
GSE186483_2_v_0_lrrk2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RBM33	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13531
MXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	14.7775
ARAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14169
RANGAP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.36075
FOSB::JUNB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.9307
GSE144443_0_v_6_nicotinamide_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE171269_1_v_3_pioglitazone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE179002_4_v_7_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE88819_7_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF496	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.64738
GSE203158_0_v_14_aire_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MKNK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09413
PRKACB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76862
SPO11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64583
BRIX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06304
GSE149123,GSE149128_2_v_0_cdk7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PKP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01911
FAIM	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12272
FOSL1::JUND	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.4272
GSPT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98969
BNIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6254
H3C3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47332
SH3GLB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.84577
RPL5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01366
PARP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23991
FGF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17104
EPS15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.933
AUNIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3116
GSE192663_3_v_2_acly_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CCDC142	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29193
GSE220914_1_v_0_zdhhc2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
AEBP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25698
UBA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.90909
BTN3A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7059
CLEC14A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26651
GSE130383_2_v_0_gps2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE217115_3_v_5_alectinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
UBXN7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17196
COBL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54871
ZIM3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.8246
INO80E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.89143
GSE188870,GSE188871_0_v_5_kat7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF346	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.40442
ZBTB7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.06517
GSE172020_0_v_3_testosterone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
CDKN2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61137
UXS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47327
AP5Z1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85994
GSE203158_5_v_14_aire_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
APOBEC3H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.0602
HOXC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.81565
GSE143643,GSE143644_1_v_5_hdac3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
LPCAT4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.95875
GSE120413,GSE120447_0_v_1_bap1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RAP2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.69801
XRCC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98288
GSE217115_3_v_4_alectinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GABRG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88644
GSE247862,GSE247863_2_v_5_eomes_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF677	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.2169
GINS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22724
ICAM5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28883
GSE127790_11_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ADGRG5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79734
HEY2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	19.1325
GSE184902_4_v_0_adiponectin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
MYBPC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86971
GSE136742,GSE136744_2_v_3_setd2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NOMO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41362
GSE91015_0_v_1_aire_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SLC25A46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45307
SDR42E1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28626
DENND4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.07081
GSE122101,GSE122103_3_v_1_ssu72_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE211126_3_v_4_hapln1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE118794_5_v_4_zmynd8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
DDX47	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02299
SMAD3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	21.7091
GSE165548_2_v_13_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
DEPDC7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.92539
FRAT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09188
RNASE7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59858
KCNQ4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18732
TBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.747
ACYP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09156
GSE160246_0_v_5_cpeb4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RNF170	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.71153
EDA2R	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54459
NFS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59539
GSE216538_1_v_6_mrs2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CEP97	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94155
GSE109285_3_v_2_glucagon_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
SLC22A23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67142
UBXN10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62575
FIGNL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36137
GSE224969,GSE224971_0_v_1_chtop_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
FOSL2::JUN	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.5159
FNDC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13707
ZNF649	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17321
FAM72D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40842
IFFO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40232
GSE125007,GSE125008_1_v_0_uhrf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PPP1R8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23604
GSE132386_2_v_0_ppara_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CDCA7L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67055
TMEM14B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73137
PRPF19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28571
GSE249893_1_v_0_tfam_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ATP11C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18733
GSE120415,GSE120447_0_v_1_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZC3HAV1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98708
GSE148066,GSE157787_9_v_7_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE162688_1_v_4_pink1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NR6A1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.0599
VPS29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47563
GSE124932_2_v_1_sarm1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PRC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.89043
GSE115283_1_v_0_oxaliplatin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
WBP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.36262
TBCEL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.85879
ORMDL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.99664
NUDT9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.56473
GSE137144_2_v_0_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RXRB	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	51.8749
TTLL7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89274
PRSS35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2806
GPX7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17606
ZNF274	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.1267
GSE162739_8_v_1_bap1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE241036_4_v_2_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE60691_2_v_1_glutamine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE171292_1_v_0_ehhadh_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SP110	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37212
RCN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4331
FASN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17242
HNRNPK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44876
EOGT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49769
GSE216043_10_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ALG8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.551
PRDM16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01426
EIF2B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74606
GSE179002_2_v_6_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SHC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.18303
SHLD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29315
GSE157777_2_v_3_foxa3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MCM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46929
Intrinsic component of mitochondrial inner membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.947
UQCRQ	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78244
GSE188870,GSE188871_1_v_5_kat7_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RTEL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54546
ZNF382	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	59.2773
EAF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14492
GSE223334_3_v_2_bcl11b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
POMC	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35844
THYN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87374
GSE162688_1_v_2_pink1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE241875_1_v_0_huwe1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF563	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87242
GSE139987_1_v_0_rosiglitazone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
NDUFAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68155
FOXO4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.3072
GSE164757,GSE164759_1_v_3_trametinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
NFU1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46613
TENT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32226
C8orf76	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.32861
GSE199899_1_v_0_diethylnitrosamine_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
FBXO48	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55953
CDK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2575
GSE241701_1_v_0_daxx_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TRIM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55389
GSE186483_1_v_4_lrrk2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
ABI3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.36399
GSDMB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17401
GSE201042_2_v_4_ptpmt1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TMEM125	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.896
MRM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29177
CYB5D2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96507
TEAD4	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.1355
RAB32	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34875
FASTK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18905
MRPL36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04811
GSE132386_1_v_0_ppara_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NR2F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.6048
GSE114992,GSE114993_4_v_3_irf5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Gonocyte	TISSUES Text-mining Tissue Protein Expression Evidence Scores 2025	1.0	0.904
GAS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77188
MPV17L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67019
GSE114690_2_v_3_tnfsf14_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
DMRTA1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.7534
ZNF85	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.3185
TM9SF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.85477
BMPR1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71505
ARL4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33912
TRNAU1AP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62095
GSE148066,GSE157787_8_v_6_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
C2CD2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.51731
GSE100863,GSE100864_2_v_1_tet2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CDY1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61273
LRRC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47499
NFATC2IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62147
GSE62843,GSE64371_2_v_0_furan_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE247862,GSE247863_4_v_3_eomes_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
EPAS1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.2656
GSE89018_12_v_8_cry2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CREB3L4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86677
GSE216538_1_v_4_mrs2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RFX2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.2085
ANKRD30A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35754
GSE196104,GSE196106_3_v_1_vsx2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE225218_0_v_3_abcb1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SLF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2663
NR1D2	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	36.7992
MRPL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40652
ITGAV	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.86926
ZNF281	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.42152
UCK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17284
GSE151494_1_v_9_nrp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TIMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4938
NMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.70284
TNFRSF10D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96822
PIAS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72418
GSE211126_1_v_0_hapln1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
USP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86281
TUFT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.51092
GOLIM4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5978
TMEM158	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.01151
CCDC184	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.3152
GSE133213_6_v_13_znrf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TFIP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81218
GSE246053_4_v_3_hnf4a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CCNA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.76399
LINS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.37922
PEX13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12123
GSE212299_2_v_1_abi3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
KIF21B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45203
MDN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.44617
RSBN1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15415
DDX19A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.81524
GSE114690_1_v_0_tnfsf14_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE148066,GSE157787_9_v_4_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
DDX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.2509
ORC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67655
RFX5	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	35.8394
ANKRD34B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.32262
GSE129465_3_v_2_phf6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NHLRC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.3088
ATP13A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97596
GSE157555,GSE157556_4_v_7_foxa2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ALDH1B1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.99777
MRPS11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76848
SSR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.53914
GSE117042_1_v_3_tunicamycin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
MAP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9373
AKIRIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38472
CTAGE4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61345
ERCC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.05451
FOXA1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.5057
ZNF18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6695
RFX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.55813
HNRNPLL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.42139
SYNCRIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02236
GSE196699_4_v_6_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF75A	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	24.6338
RERE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.1023
GSE250534_4_v_1_cabergoline_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GTF2A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68862
GNL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4756
BICRA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.21398
FRS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.5715
VPS35	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.00593
GSE148066,GSE157787_5_v_6_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE61117_0_v_1_trim24_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE206400_3_v_4_nusinersen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
H2BC12L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.18198
GSE92614_1_v_0_pten_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE217115_2_v_0_alectinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PML	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47101
OBI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93325
GSE203158_1_v_14_aire_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE196104,GSE196106_2_v_1_vsx2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
VPS9D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75877
BHMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.9015
IDH3G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.58854
GSE196699_0_v_6_prdm16_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
FOXO6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.9964
ETF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68219
GOLGA6L9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26668
GSE144231_4_v_1_cxcr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE100316_5_v_6_mtor_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
NR1D1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	34.0063
RXRG	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	44.8017
CCDC137	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22071
RAB6D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30175
TMEM63B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25846
WDFY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.65677
AZIN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02268
GSE227634,GSE228381_0_v_7_arid1a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TMTC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2396
GSE203158_12_v_14_aire_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE101239_3_v_2_valproic acid_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
SEMA3G	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.54402
CUL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29383
SLC35F2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74933
GSE232624_4_v_5_ethanol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE173873_10_v_11_stra8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SNAI3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	31.4106
PAN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.73861
GSE217405_0_v_2_egfr_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
AGO3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13786
ADCYAP1R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03411
MOB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44572
GSE100316_5_v_2_mtor_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE88819_0_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE246195,GSE246305_1_v_0_sin3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE149943_1_v_3_cd8a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0452
ABLIM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.01197
MT-ATP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84965
GSE88819_5_v_9_tug1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Intrinsic component of mitochondrial membrane	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	0.945
TRMT44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72621
CRIPT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59414
TDRKH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97979
GNPDA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52139
GSE147943_5_v_1_cited2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SLC25A11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35913
GSE239541_5_v_7_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE168458_1_v_3_disulfiram_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE254770_0_v_1_sin3b_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
CD1D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64559
GSE100863,GSE100864_3_v_0_tet2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
RXRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.57637
UBAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.38373
TMEM184A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32508
ATP5PB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82158
RXRA::VDR	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	26.6
ACAA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.29844
GNL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.86045
GSE63857_3_v_1_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
ABCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61281
GSE88819_3_v_10_tug1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MZF1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	23.2436
CYC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23809
LRRC10B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37977
GSE179002_0_v_1_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
SPIC	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	30.4907
GSE137144_2_v_6_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
AKIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74733
EFHD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62874
ZNF514	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93449
ZNF547	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	16.6476
GSE203655_0_v_1_stat1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
EIF2S3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.35991
EOLA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.09257
HOXD12::ELK1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.2645
GSE223334_3_v_0_bcl11b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SIX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73998
GSE173873_10_v_13_stra8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE129389_0_v_4_tropifexor_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
FOXI1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	22.6046
ZNF184	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	42.5527
GSE218060_2_v_4_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
INA complex	COMPARTMENTS Text-mining Protein Localization Evidence Scores 2025	1.0	1.153
ELK1::HOXB13	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.9249
TRIO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88726
GSE193999,GSE194000_4_v_0_atf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE217405_0_v_2_osimertinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
DCAF17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.51062
GSE217115_3_v_0_alectinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE179002_3_v_1_caprin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PRDX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39307
PRR7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00231
ZC3H12A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.26965
GSE148066,GSE157787_9_v_1_n4bp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
KLHL12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87649
SEPTIN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.36253
LINGO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18619
FOXG1	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	18.0352
CCM2L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74786
GSE211126_3_v_0_hapln1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
H2BC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22764
GSE124471,GSE124488_1_v_0_lats1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NXF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.39718
TBC1D16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30654
GSE255432_4_v_3_imeglimin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
POLR2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14782
PJVK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61496
TMEM132B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.79562
ERFL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41828
RAB22A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07979
RORA	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	54.9167
ARMCX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.59088
ZNF292	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31852
GSE186483_6_v_4_lrrk2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE144231_3_v_1_cxcr2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE179531_1_v_0_metformin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
STPG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.21659
GSE202603_3_v_2_bhlhe40_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
SHISA8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19031
GSE157777_2_v_0_foxa3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ELOVL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86427
NFRKB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44868
SEMG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05634
PPARD	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	25.809
ENSG00000284691	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30719
GSE89032,GSE89033_0_v_1_sfpq_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
YJEFN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36034
KLF9	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	66.1861
GSE192689_0_v_2_ricin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
NKX2-3	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.3035
ZNF597	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00691
GSE138001_5_v_4_rorb_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
RNASE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69043
ATP6V1G1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.924
GABPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17793
NCBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63863
PRB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17076
H4C6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.70545
RTF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29879
GSE229978_4_v_1_morphine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
CXCL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4663
NAGPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1724
USP11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0381
AKAP8L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17418
RCC1L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60592
TMEM131L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65995
SDHD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17371
GSE112174_5_v_7_runx1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NCOR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.735
SAMD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09767
ZNF763	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.91784
GSE114690_1_v_3_tnfsf14_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
CNEP1R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.78888
RSC1A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.971
DCPS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64007
PMC9974104-jci-133-159940-s019.xlsx-GT3-INCP-GATA3_co-bound_genes-Gene_Symbol_GATA3	Rummagene Transcription Factor Associations 2026	1.0	null
ATF6	JASPAR Predicted Human Transcription Factor Targets 2025	1.0	17.5241
PPP1R12A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.69088
GSE158285_0_v_1_ddx5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE212486,GSE212488_0_v_1_gata4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE109530,GSE109531_1_v_3_hdac3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MRGPRF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.47895
GSE212628_6_v_1_mier1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null