association	dataset	threshold value	standardized value
GSE103068_0_v_7_volasertib_human	RummaGEO Drug Perturbation Signatures	1.0	null
POLR3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7805
MPV17L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67019
RPL14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73105
ZSWIM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.38557
TMEM17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15428
ZNF3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65583
CNOT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25986
RBM28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.44253
MRPS28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39965
LAMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65455
TTYH3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.51002
ZNF195	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.60856
PPP1R18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.66802
TAF10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80409
SMIM12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.11463
BYSL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08968
UBXN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9156
DCAF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90521
FHIP2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86227
SERPINB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.9199
ERP44	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23484
NANP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31456
DKKL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94038
FBXL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99909
AOC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0174
SRGAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67528
ENTPD7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72628
EPN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99321
HOXB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.57376
MAPKBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37107
NR5A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.47136
SOS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.5664
GSE103068_0_v_3_volasertib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ADRA2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07334
C11orf96	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1166
THOC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00538
EMP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.87587
TAF13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.04603
ANKRD28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31679
KPNA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.93341
JRK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59812
RASA3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94826
KLF10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41124
VAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7818
ARID4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.81512
NDUFB7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.47722
GSE258991_1_v_0_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
IKZF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68904
PRDM9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49608
ADCK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63871
ZCCHC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55038
AIMP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.14429
FANCD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59459
AMOT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.54153
TTPAL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.61453
KCNC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08389
CHD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.68981
ARMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05533
RPS6KA5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98569
TRIM46	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.14136
GSE142210_11_v_6_panobinostat_human	RummaGEO Drug Perturbation Signatures	1.0	null
SNX16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49139
PTX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.62561
GMEB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44181
PET100	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10244
PLA2G4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23469
CH25H	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28409
ACAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78195
BAIAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18498
DDX18	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.73859
GSE103068_5_v_7_volasertib_human	RummaGEO Drug Perturbation Signatures	1.0	null
C1QTNF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76628
GTF2E2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58853
ZCCHC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.96838
CHRNA9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13968
PMC10614035-2022_281869_LUTGE_SUPPL_TABLES4.xlsx-TP53-Unnamed_0_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
UBE2D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59338
GSE228106_0_v_2_paclitaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
NAPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75783
MAP3K9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62736
DHX38	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31003
EXOSC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90188
PNKD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53877
SPRN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.90691
TMEM126B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67292
ZNF823	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2316
SULT1A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.11071
SSR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78645
NAGLU	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.12198
ZNF771	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8984
SUCLG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.71339
EFNB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.41901
HINT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28469
P2RY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92601
NEUROD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87815
DENND4C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.07081
FAHD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00272
ZFPM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17873
GSE226770_1_v_0_atrx_human	RummaGEO Gene Perturbation Signatures	1.0	null
SPEN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89269
PSMG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39176
GPR176	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91667
DDX56	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11996
CSF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11119
MTMR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.79309
PHRF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.15135
CHD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12452
TNIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58718
C1D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4462
KNOP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.6446
SPEF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88569
PRPF19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28571
C1orf115	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76829
PSMG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60783
FAHD2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.52772
SLC25A23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.58921
SPAG9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.34801
PHKA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32099
SDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.2366
HOXC9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81565
HOXD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.05563
PCNX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.74889
RSL24D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55011
RHEBL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.35035
ZNF736	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20024
FKBP15	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.79975
GTSE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.454
OBSCN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09505
COL16A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72263
MTHFD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.89327
BMP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50565
ZBTB17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34667
SLITRK4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9333
TRAPPC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.43495
MED4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45973
FN3K	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64767
SARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84337
MAGI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47608
RBM14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71002
S100A10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28908
ZNF664	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47219
ENDOD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00951
POLR2F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.98278
UXT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.1274
FEM1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21144
ZNF707	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45556
ZIK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.26386
A4GALT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.55816
ANKRD34B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36296
AHSP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22147
C2CD4D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.42775
DHRS7B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07219
EED	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41254
PSPC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97288
PRPF39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9343
APELA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35762
VIRMA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.2249
H2BC11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4039
DIXDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55205
CARF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40111
ZFP36L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.28271
UBR5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58777
BLACAT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.77476
FAM53B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98029
GSE192362_1_v_0_erastin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
F2RL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05297
FBXW8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.56946
PSMA4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73528
LDAF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25039
ZNF132	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.99372
SLC12A7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31637
TRIM54	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.7385
SLC35E2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.08532
UQCRB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33537
ZFP42	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.37679
SREK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66371
EIF3K	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.06417
UVSSA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97817
BORCS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33726
CDC42EP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.69695
GSE201309_1_v_3_matrine_human	RummaGEO Drug Perturbation Signatures	1.0	null
chr17_4801558_G_GC_b38	GTEx eQTL 2025	1.0	1.19112
PRM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91129
ERVV-1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.63292
SCRT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31476
JMJD6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20828
SLC4A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46531
CCDC22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28801
CDHR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.02044
RNF135	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71105
STX3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20183
RFXAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.51162
ZNF397	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.46937
ATP5ME	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77994
GSE152441,GSE152442_6_v_5_folic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
VARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70785
RDM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.5745
HYCC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49202
SEMA4D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.34241
RTBDN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41829
TSNAX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.91841
SNRPA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54593
WDR36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8381
ATP6V0E2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10357
SMARCC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62494
RAB33A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26069
PROKR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.1888
LRRC41	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47236
TMEM256	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62057
SDC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46681
NDUFB10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.521
ALAS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.01487
ZNF670	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.47766
EIF4G2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.13919
CCZ1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.68438
PRMT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98647
CTNNB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.84713
UBE2Z	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.8093
EFEMP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.81305
PPP6R3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28427
STK36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.96753
GSE184892_4_v_2_trehalose_human	RummaGEO Drug Perturbation Signatures	1.0	null
ATP5PF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46193
PMC10614035-2022_281869_LUTGE_SUPPL_TABLES4.xlsx-TP53-ID_TP53	Rummagene Transcription Factor Associations 2026	1.0	null
CCDC106	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87918
TRMT61B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.26845
IFI16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.87871
DPEP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.63158
H2AZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71811
M6PR	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28552
MBTPS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45213
ZBTB8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.61313
CLPP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57806
STX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44238
COQ3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73815
SQLE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02354
KRI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.15389
NIPAL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.86076
DISP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28511
IPO5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.82304
XRCC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77053
EHD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21695
TBCA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20449
IRF2BP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4902
MAGEH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.94386
ANKRD65	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.91072
MAPK11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.16568
NDUFC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.20536
MCMBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64259
GNPDA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3898
PARN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.72239
FLOT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.06219
WARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.09196
ORMDL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.99664
ISL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.3227
FAM170A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.97593
PINX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0699
CARD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16943
FOXH1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28544
KIF4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.91861
PMPCB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.49946
RRN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.88206
KNTC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.27656
SUDS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31329
SNX19	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75372
AIFM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.56067
GSE182680,GSE182683_10_v_12_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
PARP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56103
LRRC40	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41701
STARD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72068
TMEM191B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.17354
HMGB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.9179
DISP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.52616
H2BC12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.7151
PSMA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44909
GSE242199_6_v_5_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PRKAR2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32379
KCNH2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.12246
AKT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46529
PTPRZ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.08531
SLC35D3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22101
TFPT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30625
ATXN7L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36515
CPEB1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.78045
CDKN2AIP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.40793
GSE235550_1_v_0_hspa9_human	RummaGEO Gene Perturbation Signatures	1.0	null
ZNF517	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.43137
PRKAG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.87242
KANK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48995
DBF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11854
CDK2AP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48942
MORC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.65572
MED14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.73641
UBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30186
HIPK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77327
INA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.81547
MPHOSPH6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00714
NPIPA8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3904
CTNND1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.73377
NSDHL	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.02573
TANGO2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06409
AP2S1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.63981
ZFP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.14996
NIBAN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46402
ELF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.85758
IRF2BP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21002
GSE210101,GSE210114_1_v_3_urod_human	RummaGEO Gene Perturbation Signatures	1.0	null
UQCC6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77618
B3GALT9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22986
RASAL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.4037
DIS3L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50492
ANKRD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.52311
CALM2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28035
MAPKAPK2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.26128
ZSWIM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32433
MINDY2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99218
DNAAF10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.68526
KANSL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.66098
HROB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.46146
PRDX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72195
NSA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25395
F8A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.9238
ATP13A2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36777
CCAR2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.19971
ARHGAP4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37029
ZNF330	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17699
TBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17542
PASK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.22601
ACER2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3475
HECTD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4152
GTPBP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.21053
CERK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.13949
SNAP29	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05201
PRPF38A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.90368
TENM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.724
FOXO3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39397
CHD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65922
CENPP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.72022
FAM53C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1434
ATP1A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05511
RAB9A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.69942
C18orf32	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.35748
NDN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.54462
ZNF600	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50583
ZNF143	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53936
ZNHIT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.76061
CASC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92679
GTEx Brain 20-29 vs 60-69	GTEx Tissue-Specific Aging Signatures	1.0	11.1798
SLC25A36	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25371
SOCS5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.8597
SLC35A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23597
STX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58748
NOP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	5.64034
DHCR24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.75384
IRF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41346
LRFN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.47732
EMC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96034
GSE228106_0_v_4_paclitaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TCF20	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96335
TGFBR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.75271
GSE227592_2_v_1_adar_human	RummaGEO Gene Perturbation Signatures	1.0	null
DLGAP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18473
SERPINE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41446
CDC37	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53309
ARFIP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.23625
SHQ1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.62367
MELK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.41522
TAF6L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.286
PIAS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72418
PCDHB9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61382
DDX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02476
C22orf39	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.791
ANKLE2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04397
TCF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0656
SNX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99612
SLC29A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52274
DDX43	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.00817
OXLD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29344
OXSR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84941
RTL8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.29704
HMGXB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.66079
SNRPB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.13258
SH3D21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98034
MCTS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70725
DUSP5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30816
UBE2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.45627
OVOL3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.84495
USP49	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.2665
MMP17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.17215
ESCO1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5642
GSE214583,GSE214585_1_v_0_steap1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PPIP5K1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71387
GSE229914_2_v_3_keap1_human	RummaGEO Gene Perturbation Signatures	1.0	null
NDST2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03304
MRPL51	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64582
PPP1R15B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.39962
ZBTB34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23079
ARHGEF10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05506
CTNNA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30397
ZNF429	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.04931
CSNK1E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.50465
FAM181B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24489
PAQR9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50302
GSE228263_0_v_1_elesclomol_human	RummaGEO Drug Perturbation Signatures	1.0	null
PDZD8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.19298
SMYD5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.34159
TBC1D2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50245
HSDL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.29299
MOS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22298
ETV7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.82611
ZNF207	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.25239
TIMM8B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.55384
GSE239844_6_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
RANBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3011
DMRTA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.57647
ELF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.06055
GSE185944_2_v_3_pth1r_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZNF540	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.08158
PPP6C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.91081
RAB4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.60698
SLC4A7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05895
SLFN5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22435
STK11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09227
USP31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.33971
FAN1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.45107
SLC25A30	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89666
HIBADH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62197
PUS7L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8546
GINS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.58825
KDM1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37442
GSE110248_1_v_6_romidepsin_human	RummaGEO Drug Perturbation Signatures	1.0	null
ARAF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.21914
HOOK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.78071
GSE80098,GSE80366_0_v_8_progesterone_human	RummaGEO Drug Perturbation Signatures	1.0	null
TUBA1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92201
NFKBIL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8751
GTEx Brain 20-29 vs 70-79	GTEx Tissue-Specific Aging Signatures	1.0	23.1473
NDFIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.07413
TMEM87B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61795
PURB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28781
RDH10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35328
AGXT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39778
SULT1C4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.02975
HMGXB3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.51528
ZCCHC10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12693
VPS52	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0079
UBE2W	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9113
RNASEK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70563
AP1M2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.4307
SP7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.1103
INO80D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.44166
NOS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.69046
PEMT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.72622
MAML1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.03576
RPL23	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64262
FUCA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.06291
DNASE1L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.70781
UBE2L3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.41699
SRSF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.06325
TMEM68	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64483
GPR107	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.25223
STK24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.53897
ZIC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.44636
EPN3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.20435
GAS8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.77188
HMOX2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.849
EIF3L	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.12489
GSE190384,GSE190386_0_v_8_fulvestrant_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF250	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.75837
ZNF697	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.6582
CCDC136	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.53744
VTI1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.94082
LIG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23594
TCF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19773
GSE127970_1_v_0_ebf1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GLRX	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98101
FARP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.50978
COQ8A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.31179
RPS10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55251
HSFX4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.07638
FOXK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.6646
PGAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.01588
MATN4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.19882
FBXO34	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.93319
EIF1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.44772
TOB2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34672
ACTR1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27909
PMM1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.31839
KCTD21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.57171
POLDIP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.10398
ITLN2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.363
CSDE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.95695
GMNN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.60919
VPS45	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99373
CYB5D2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.96507
SEC14L2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19929
TSHZ2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.46288
ANKRD27	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80227
INSIG1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.9587
ZNF800	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.62187
ATOH7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.56848
DIABLO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31092
TRAPPC11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43829
IFIT5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8973
FAM210A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48161
RNF31	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.80894
MYOG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.97042
LRIG2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11967
SP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.77759
GSE189789_0_v_1_oridonin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE185944_0_v_3_pth1r_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ZMPSTE24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.0245
ZNF189	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19874
SPECC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.5405
DNASE1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.33262
TBC1D1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49683
DBX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.59702
RRP8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23076
HDAC2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.11418
GDI1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.65377
SNAPC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23734
PCNX1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.28362
VTA1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.57363
ACP6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.64521
RHOH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.19432
PPP1R7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.16213
EPS8L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.03443
STON1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.13697
MANSC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.00812
MCRS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.99814
PMC4595011-pgen.1005555.s003.xlsx-BPTF_UP-regulated-Ensembl_gene_id_BPTF	Rummagene Transcription Factor Associations 2026	1.0	null
MT2A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.34936
SLC25A3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49139
ARTN	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01491
LCK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.67369
NDRG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46493
NKX2-2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.12046
GSE103068_5_v_3_volasertib_human	RummaGEO Drug Perturbation Signatures	1.0	null
CRISPLD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.73289
DPAGT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.16035
WT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.28841
S100A6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.74397
SPRR2F	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.57296
YIF1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.07969
MAP4K5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27816
GTF2IRD2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.02323
KBTBD4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.67722
LSM8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12476
C1orf21	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.46558
HELLS	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.6043
ANKS1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.64123
DNAJC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.33197
C11orf71	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.18014
TUBB4A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.32027
CD164	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.89834
ELP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	4.13294
GSE184356_3_v_0_tfam_human	RummaGEO Gene Perturbation Signatures	1.0	null
VIPR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18466
NTF4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.69082
DEF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.98201
H2AC14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0547
ARMC7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67096
ZNF12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.12961
RPL35A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.55306
SPATA13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.70325
LPAR4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.05882
TRO	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44607
WRAP73	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49276
DDX6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.2509
EIF4E	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.47933
ANGEL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.56338
HOXB4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.92444
LAT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.5308
KYAT3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.30474
RNF7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.28894
BOD1L1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.53871
LRRC32	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52963
USP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.23107
GDPD3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-4.66328
PPP1R15A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.37268
RTN4IP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.88166
OSBPL7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.00918
L2HGDH	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.43993
INO80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.17754
TMEM11	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.61246
ZDHHC8	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.1127
FOXA2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24819
GOLT1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.24781