association	dataset	threshold value	standardized value
GSE235682_3_v_0_rbl2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE217378_2_v_0_lin28b_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE198380_0_v_1_phgdh_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE226115,GSE226116_2_v_0_doxorubicin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC4777381-pone.0150624.s007.xlsx-dif_exp_AD-ZBTB38_ZBTB38	Rummagene Transcription Factor Associations 2026	1.0	null
A549_JQ1_100nM_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0111041
MCF7_AICAR_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0239154
GSE226233_0_v_1_pccb_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE187006_3_v_2_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE114992,GSE114993_1_v_6_irf5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
NDC80	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76118
GSE188382_4_v_0_sirt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
MCF7_Divalproex Sodium_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0149319
GSE57871_6_v_9_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DNTTIP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.38246
MCF7_BMS-754807_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0131626
NF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23333
GSE136622_7_v_3_srpk3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE116810_5_v_4_selinexor_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE137144_3_v_0_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC5263239-mmc2.xls-SEM_-_MLL-AF4-All_targets_genes_names_2597_unique_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11239565-uxae032_suppl_supplementary_data_s2.pdf-3-ZBTB18_ZBTB18	Rummagene Transcription Factor Associations 2026	1.0	null
GSE206516,GSE206518_3_v_7_ptdss2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE242290_3_v_10_glutathione_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE214823,GSE214824_6_v_7_crtc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE231891_1_v_4_cdk8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158834_2_v_13_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE224877_3_v_0_pctp_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
K562_Andarine_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0196574
A549_Andarine_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0138218
A549_JQ1_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0149379
GSE111247_0_v_7_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE225869_1_v_0_cd44_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE109140_0_v_1_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE180200,GSE180201_12_v_6_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC6157899-pgen.1007642.s019.xlsx-E2F1_Q4_Leading_Edge-Unnamed_12_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
MCF7_CEP-33779_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0162816
GSE239844_7_v_2_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE185519_1_v_5_gilteritinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
A549_BRD4770_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0142369
GSE192689_0_v_1_ricin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_Ki16425_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.021494
MCF7_XAV-939_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0138791
MCF7_UNC1999_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0301693
GSE77178_1_v_3_ccnd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE154577_2_v_12_plagl1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE199204,GSE211619_4_v_7_glutamine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
A549_Bosutinib_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0209282
PMC12619835-41467_2025_66007_MOESM8_ESM.xlsx-Classical_KLF5_peaks-Nearest_Ensembl_1_KLF5	Rummagene Transcription Factor Associations 2026	1.0	null
GSE80537_0_v_2_adhfe1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
BTG3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.40472
GSE202434,GSE202438_6_v_5_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE206502_2_v_1_igf2bp1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE185519_1_v_2_gilteritinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE120612_6_v_3_etoposide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE225218_0_v_3_abcb1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC12364684-DataSheet1.pdf-22-ENSG00000130522_JUND	Rummagene Transcription Factor Associations 2026	1.0	null
DNAJC16	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.28603
GSE48812_0_v_10_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
A549_2-Methoxyestradiol_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0220634
GSE137144_5_v_6_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE262134_0_v_1_dnajc12_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE145628,GSE145629_1_v_0_myrf_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE153867_6_v_3_olaparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE119978,GSE180930_3_v_4_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC10602967-18_2023_4927_MOESM3_ESM.xlsx-MBNL1_KD_HFE-145-Unnamed_1_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PMC12354803-42003_2025_8643_MOESM2_ESM.xlsx-2w_TP63_positive-Gene_TP63	Rummagene Transcription Factor Associations 2026	1.0	null
GSE155031_6_v_0_dextran_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9338531-13046_2022_2445_MOESM18_ESM.xlsx-AASE_EC109_KD-GeneID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
INO80C	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4323
GSE124932_2_v_1_sarm1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE171486_4_v_0_ddx6_human	RummaGEO Gene Perturbation Signatures	1.0	null
MCF7_AT9283_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0122891
GSE158320,GSE183351_0_v_3_lin28b_human	RummaGEO Gene Perturbation Signatures	1.0	null
K562_Temsirolimus_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0143985
MCF7_Clevudine_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0146152
GSE158834_2_v_5_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE135030_8_v_6_fludarabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE126463_5_v_3_pomalidomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_7_v_4_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_Aurora A Inhibitor I_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0179826
PMC11956947-media-4.xlsx-C_GSEA_gene_sets-TGAYRTCA_ATF3_Q6_ATF3	Rummagene Transcription Factor Associations 2026	1.0	null
GSE167224,GSE168147_3_v_5_hnrnpk_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC8224457-MSB-17-e9760-s005.xlsx-C_Ctrl_v_HMGB1-KD_IMR90-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE121319_1_v_0_gprc5a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MCF7_PF-3845_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0177844
K562_Pracinostat_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.013057
PMC10602967-18_2023_4927_MOESM3_ESM.xlsx-MBNL1_KD_HFE-145-Unnamed_2_AR	Rummagene Transcription Factor Associations 2026	1.0	null
K562_AZD1480_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.016212
PMC12619835-41467_2025_66007_MOESM8_ESM.xlsx-Classical_KLF5_peaks-Gene_Name_1_KLF5	Rummagene Transcription Factor Associations 2026	1.0	null
GSE158834_12_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE142210_4_v_7_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MCF7_CEP-33779_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0156178
MGAT4B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.17312
A549_MK-0752_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0243478
PMC12375500-41388_2025_3449_MOESM1_ESM.xlsx-DBP_up-gene_DBP	Rummagene Transcription Factor Associations 2026	1.0	null
A549_Regorafenib_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0156029
GSE96649_1_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9314667-Table_1.xlsx-Regulons-MITF_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE245270_1_v_3_isoproterenol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE206516,GSE206518_2_v_4_ptdss2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158834_0_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE129186,GSE129223_0_v_1_aicda_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC6126969-NIHMS979612-supplement-7.xlsx-Tab_4_Overlap_of_ERM_proteom-Gene_Name_ETV5	Rummagene Transcription Factor Associations 2026	1.0	null
GSE200839,GSE233826_3_v_6_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE133213_6_v_15_znrf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE120370_0_v_3_thrombin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE152937_6_v_5_slc16a13_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE203181_0_v_1_phosphoramidon_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE125219,GSE125221_3_v_8_arid1a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE240896,GSE240899_3_v_0_ccnt1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE213228_1_v_3_irak2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
Cortical surface area (MOSTest)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.839794
A549_EED226_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0170266
PMC6300607-41467_2018_7620_MOESM9_ESM.xlsx-common_BRD4-S_KO_MLL-AF9_loci-Unnamed_13_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
A549_RG108_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0175099
GSE142210_4_v_0_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE158834_7_v_3_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MCF7_Cimetidine_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0183518
GSE211474,GSE212779_8_v_2_phf8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MCF7_Valproic acid sodium salt_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0163327
OSR1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.71685
GSE171175,GSE171181_1_v_2_e7107_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE142210_9_v_1_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE57871_11_v_12_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE119978,GSE180930_3_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
A549_Decitabine_100nM_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0144525
GSE166169_1_v_3_elp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
TINAGL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27927
K562_Celecoxib_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0159904
GSE57871_11_v_2_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC6347712-pnas.1812449116.sd06.xlsx-iPSC_IRF7_48h_rest_RNAExpress-Gene_IRF7	Rummagene Transcription Factor Associations 2026	1.0	null
Brain morphology (MOSTest)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	1.4699
A549_Nintedanib_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0106999
GSE127790_4_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE151119_2_v_0_hsf1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE155695,GSE155696_1_v_0_acetaminophen_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE57871_1_v_12_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MCF7_Quercetin_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0146375
MCF7_PCI-34051_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0138482
TBP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.27183
GSE149901_3_v_0_anlotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_GSK-LSD1 2HCl_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0131993
A549_MC1568_100nM_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0172265
A549_Regorafenib_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0153151
CLIP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08636
MCF7_Decitabine_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0294673
GSE213228_4_v_0_irak2_human	RummaGEO Gene Perturbation Signatures	1.0	null
MCF7_S-Ruxolitinib_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.011903
GSE111247_0_v_6_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC10154349-41418_2023_1142_MOESM6_ESM.xlsx-Sheet1-Supplementary_data_3_Genes_positively_correlated_with_HOXC13-AS_in_skin_granular_cells_correlation_coefficients_cor_0_FDR_0_05_HOXC13	Rummagene Transcription Factor Associations 2026	1.0	null
GSE225982_2_v_0_ezetimibe_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100571_FWM_dementia_TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.10204
SIK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.31556
K562_S3I-201_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0148494
GSE214248_0_v_1_cxcl8_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE216273,GSE216292_0_v_3_palbociclib_human	RummaGEO Drug Perturbation Signatures	1.0	null
ETV4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81112
GSE158834_7_v_13_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_AG-490_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0201814
A549_Belinostat_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0149992
MCF7_MK-5108_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.012996
GSE103124_1_v_0_bmpr1a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_ITSA-1_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0201042
GSE217552_3_v_4_fisetin_human	RummaGEO Drug Perturbation Signatures	1.0	null
Subcortical volume (min-P)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	2.3
GSE137144_5_v_7_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE147626_2_v_0_glutathione_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE180147_0_v_1_itga5_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE121866_0_v_3_six4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE167546_1_v_2_atrx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
496100601_TCx_possible Alzheimer's disease_no TBI_100+_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.05173
GSE114883_0_v_4_romidepsin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
A549_Baricitinib_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0137857
A549_Altretamine_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0141091
GSE183335,GSE183351_1_v_2_lin28b_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE158834_0_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_Ivosidenib_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.022684
RBM28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13269
K562_Navitoclax_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0141696
GSE180185_9_v_5_setbp1_human	RummaGEO Gene Perturbation Signatures	1.0	null
MCF7_SNS-314 Mesylate_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0207907
A549_MK-5108_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0122915
GSE168797_4_v_5_cannabidiol_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE135352_2_v_3_napabucasin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE231648_4_v_2_lsm14b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE96777,GSE96778_3_v_2_zbtb4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE172020_0_v_3_testosterone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MCF7_AICAR_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.022744
CNOT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.03334
GSE214842_0_v_1_atf6_human	RummaGEO Gene Perturbation Signatures	-1.0	null
DESI2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30613
GSE206516,GSE206518_6_v_4_ptdss2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC9537523-41467_2022_33364_MOESM7_ESM.xlsx-scores_wilcoxon_1_MONTH_ORG-EN2_n_EN2	Rummagene Transcription Factor Associations 2026	1.0	null
K562_PCI-34051_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0227629
MCF7_Capecitabine_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0238916
K562_Rucaparib_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0191488
GSE213153_1_v_0_ulixertinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE111247_14_v_3_temozolomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE183994_3_v_0_scml2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE165689_0_v_1_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE132369,GSE132371_2_v_0_cccp_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE206226_2_v_3_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE192689_0_v_3_ricin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE186660_2_v_1_nicotine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE137144_4_v_7_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE242555_1_v_0_nicotinamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE182680,GSE182683_5_v_6_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE119978,GSE180930_6_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9327205-11658_2022_358_MOESM7_ESM.xlsx-K562-BP1-Symbol_1_DLX4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE237053_1_v_0_comt_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE231648_1_v_5_lsm14b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE120336_1_v_2_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE227592_4_v_3_adar_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE139966_1_v_0_figla_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_Divalproex Sodium_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0243106
GSE179880_10_v_3_e2f4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE223609,GSE223610_0_v_2_kdm6a_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC6126969-NIHMS979612-supplement-7.xlsx-Tab_3_TurboID_1hr_ERM_proteome-Gene_Name_ETV5	Rummagene Transcription Factor Associations 2026	1.0	null
CDC42BPG	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.81017
Fish- and plant-related diet	GWAS Catalog SNP-Phenotype Associations 2025	1.0	1.32218
K562_Obatoclax Mesylate_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0155136
MCF7_A-366_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0160355
GSE220058,GSE220059_0_v_1_prrc2b_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC12178937-mmc6.xlsx-L_MT1_KDvsD_MT1_KD_deg_all-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE202284,GSE202289_3_v_4_bmal1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC12660214-Supplementaryfile1.xlsx-Genes_Human_with_ATF3-binding-Genes_with_ATF3_combined_ATF3	Rummagene Transcription Factor Associations 2026	1.0	null
A549_AG-14361_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0198857
GSE132369,GSE132371_4_v_0_cccp_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE242290_3_v_11_glutathione_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC7435699-mmc5.xls-Gene_lists-MITF_ChIP_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
MCF7_ENMD-2076 L-Tartaric acid_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0128532
GSE122215,GSE122217_5_v_1_peg10_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE57871_8_v_2_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TRIM22	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.05785
GSE57875_1_v_0_hnrnpl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE242555_1_v_0_fn3k_human	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_A-366_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.013535
ZNF200	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.13688
GSE114883_0_v_5_romidepsin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE221327_6_v_0_clpp_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE77108_3_v_2_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE210101,GSE210114_4_v_10_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE117212,GSE117214_0_v_1_zbtb1_human	RummaGEO Gene Perturbation Signatures	1.0	null
KCTD10	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.12814
K562_JNJ-26854165_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0166779
A549_Nilotinib_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0181058
GSE201657_0_v_1_ash2l_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE57871_6_v_2_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE126463_4_v_2_arid2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE174586_0_v_1_slc4a11_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE159678_6_v_3_chloroquine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_Aminoglutethimide_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0183538
GSE133763_0_v_1_chd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_Pracinostat_1然_72h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0110779
A549_Tazemetostat_10nM_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0142126
GSE247230_0_v_1_anp32b_human	RummaGEO Gene Perturbation Signatures	-1.0	null
K562_Costunolide_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0224859
PAX9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25573
GSE77108_4_v_2_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE197555_1_v_2_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE197630_1_v_0_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE158834_1_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE76425_0_v_3_lenalidomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
A549_Tie2 kinase inhibitor_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0160525
PMC5263239-mmc2.xls-SEM_-_MLL-AF4-Non-spreading_targets_gene_names_2497_unique_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
GSE158834_7_v_4_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE211357_1_v_3_atg7_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC4858740-ncomms11473-s2.xls-HAdV-D9_Cr1b_Library_2-Hit_name_CENPX	Rummagene Transcription Factor Associations 2026	1.0	null
GSE218727_0_v_1_zkscan3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MCF7_Pirarubicin_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0192747
MCF7_PJ34_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0147928
GSE112762,GSE112767_1_v_3_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE196318_0_v_1_xpo4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158834_12_v_9_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
A549_JNJ-7706621_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.012729
GSE139966_1_v_2_figla_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE109140_2_v_3_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE77108_0_v_9_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MCF7_Amisulpride_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0147392
GSE148252_7_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE118548_1_v_3_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CADM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76219
GSE155972_0_v_1_setdb1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_Lapatinib_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0164411
K562_TGX-221_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0184624
GSE213632_3_v_6_acod1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
A549_Panobinostat_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0102769
PMC6126969-NIHMS979612-supplement-7.xlsx-Tab_2_TurboID_10m_ERM_proteome-Gene_Name_ETV5	Rummagene Transcription Factor Associations 2026	1.0	null
GSE185519_6_v_0_gilteritinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MCF7_WHI-P154_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0149573
GTPBP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.43349
GSE229914_2_v_3_keap1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE218727_2_v_1_zkscan3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE155162,GSE155169_1_v_2_buparlisib_human	RummaGEO Drug Perturbation Signatures	1.0	null
K562_Pirarubicin_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.02
MCF7_JQ1_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0138622
GSE155031_6_v_4_dextran_human	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_PFI-1_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.00968232
MCF7_Sodium Phenylbutyrate_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0179393
CKAP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02064
MCF7_Gandotinib_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.017465
GSE93156_1_v_0_idelalisib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE127790_10_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE185944_5_v_1_pth1r_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE119603_1_v_0_oxaliplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE210101,GSE210114_2_v_10_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158834_10_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_PHA-680632_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0108078
GSE231891_1_v_0_cdk8_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MCF7_Trichostatin A_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0186332
GSE218060_2_v_6_decitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_BMS-536924_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0216337
PMC8224457-MSB-17-e9760-s005.xlsx-C_Ctrl_v_HMGB1-KD_IMR90-Gene_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE119978,GSE180930_0_v_8_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MCF7_NVP-BSK805 2HCl_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0103597
K562_SRT2104_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0173431
MCF7_Lenalidomide_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0195019
PMC6157899-pgen.1007642.s019.xlsx-E2F1_Q4_Leading_Edge-Unnamed_24_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
A549_Cerdulatinib_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0150679
DICER1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.16713
GSE125403_7_v_0_venetoclax_human	RummaGEO Drug Perturbation Signatures	1.0	null
A549_Quisinostat_100nM_72h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0115679
GSE143743_0_v_2_c9orf72_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE215109_0_v_2_ep400_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE48812_11_v_10_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
K562_Ellagic acid_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.016915
K562_Veliparib_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0191164
PMC10623707-13148_2023_1590_MOESM5_ESM.xlsx-S5A_EW-GE_MR-Unnamed_1_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
UFC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7421
HOXC5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.47685
GSE182185_0_v_1_pstk_human	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_Mercaptopurine_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0222404
GSE77108_5_v_1_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE104508_2_v_1_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE211226_1_v_2_sirpa_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE185944_2_v_3_pth1r_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE115542_2_v_3_digoxin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE216043_7_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE158632_2_v_0_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_RG108_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0157564
GTF2H5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3931
CACUL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.20509
PMC7884719-41598_2021_83348_MOESM3_ESM.xlsx-male_port-EGR1_1_EGR1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE206516,GSE206518_5_v_7_ptdss2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE128333_2_v_0_tcf4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE48812_11_v_1_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_Obatoclax Mesylate_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0134359
A549_Quercetin_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0148339
K562_Regorafenib_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0230201
A549_ENMD-2076 L-Tartaric acid_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.016066
K562_MK-0752_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0176973
GSE200430_1_v_0_sema3d_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE112763,GSE112767_0_v_3_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE165122_2_v_1_metformin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
K562_Alisertib_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.013539
GSE239578_0_v_3_cxadr_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE206226_2_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC2813300-pone.0008960.s011.xls-SOX2_squamous_signature-Gene_Symbol_SOX2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE152441,GSE152442_0_v_4_folic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_Abexinostat_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0159751
GSE118617,GSE118619_2_v_3_foxp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MCF7_Ellagic acid_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0187783
GSE202434,GSE202438_13_v_1_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_SRT1720 HCl_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0194872
GSE187006_3_v_1_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE126463_4_v_2_pomalidomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
K562_Glesatinib(MGCD265)_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0159942
K562_WP1066_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0185914
GSE146982_0_v_1_metformin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE125014_1_v_4_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE159893_2_v_0_genistein_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE184892_4_v_1_trehalose_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE114992,GSE114993_8_v_2_irf5_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC11263707-41419_2024_6896_MOESM4_ESM.pdf-13-CREB3L4_CREB3L4	Rummagene Transcription Factor Associations 2026	1.0	null
MCF7_S3I-201_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0159299
GSE226285_3_v_1_nr0b1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE236502_1_v_3_paclitaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TCL1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.48643
GSE218879_1_v_2_acetaminophen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE235066_4_v_0_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE120413,GSE120447_4_v_5_bap1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE115364_0_v_1_idh3a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE103068_5_v_7_volasertib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MCF7_Barasertib_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0216833
GSE166783_1_v_2_tp53_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE166536_1_v_2_docetaxel_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MCF7_Anacardic Acid_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.021617
PTTG1IP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.4728
GSE119978,GSE180930_0_v_7_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE139540_3_v_2_menadione_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE168797_1_v_0_cannabidiol_human	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_WHI-P154_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0161555
VN1R1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.59547
GSE123943_4_v_0_sox1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE119978,GSE180930_2_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE118548_1_v_2_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC5263239-mmc2.xls-SEM_siMLL-AF4-MLL-AF4_gene_targets_with_increase_in_MLL-AF4_ChIP-seq_signal_371_unique_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
MCF7_Luminespib_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0120712
TNKS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.50526
GSE205963_0_v_1_tet2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE57871_5_v_9_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE221356_1_v_0_tfeb_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
K562_Belinostat_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0138912
GSE147959,GSE147960_5_v_3_stat1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE149264,GSE149267_4_v_5_trp53_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE188774_1_v_0_hkdc1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE156454_0_v_1_tamoxifen_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE112763,GSE112767_4_v_3_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
PMC6157899-pgen.1007642.s019.xlsx-E2F1_Q4_Leading_Edge-Unnamed_6_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE142210_9_v_7_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
A549_Decitabine_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0143462
PERP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.10015
PMC3607232-mmc1.xls-RS411_SEM_common_AF4_MLLN_K79Me-MLL_AF4_H3K79me3_SEM_n_2490_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
A549_SL-327_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0203854
GSE57871_1_v_2_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9537523-41467_2022_33364_MOESM7_ESM.xlsx-scores_wilcoxon_1_MONTH_ORG-EN1_n_EN1	Rummagene Transcription Factor Associations 2026	1.0	null
MCF7_Triamcinolone Acetonide_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0118541
GSE183113_1_v_0_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE254649_3_v_0_cstf2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE171837_0_v_2_bortezomib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC10337997-DataSheet_1.pdf-6-NFAT5_NFAT5	Rummagene Transcription Factor Associations 2026	1.0	null
C1orf216	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.07298
GSE102675_2_v_1_atf3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_Ofloxacin_10然_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0213468
PMC9590125-40478_2022_1453_MOESM3_ESM.xlsx-PAX6_UNIQUE_DYS_GENES-NEUN_TLE_vs_TL_log2FoldChange_1_padj_0_1_PAX6	Rummagene Transcription Factor Associations 2026	1.0	null
PMC8384902-mmc7.xlsx-163_NKX2-1_ChIP_3TF-KD-Unnamed_7_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE126463_5_v_2_arid2_human	RummaGEO Gene Perturbation Signatures	1.0	null
A549_Resveratrol_1然_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0155411
GSE196259_2_v_3_gcm1_human	RummaGEO Gene Perturbation Signatures	1.0	null
K562_AC480_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0259456
K562_GSK J1_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0178243
PMC6126969-NIHMS979612-supplement-7.xlsx-Tab_1_BioID_ERM_proteome-Gene_Name_ETV5	Rummagene Transcription Factor Associations 2026	1.0	null
K562_Quercetin_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0201228
GSE227698_2_v_1_g0s2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE210682_2_v_1_methadone_human	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_PD98059_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0212868
MCF7_PCI-34051_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0134505
PLPPR3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.02208
GSE77108_0_v_7_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE110524_2_v_5_metformin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_Streptozotocin_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0248429
GSE193993_1_v_7_sstr2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE115542_2_v_4_digoxin_human	RummaGEO Drug Perturbation Signatures	1.0	null
A549_Pelitinib_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0182919
GSE179693,GSE179694_4_v_2_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Cortical surface area (min-P)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	1.2
K562_Vandetanib_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0176782
MRRF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.27231
GTF3C5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08775
K562_PHA-680632_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0164124
SAYSD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.30977
A549_Pelitinib_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0138089
GSE221327_8_v_0_clpp_human	RummaGEO Gene Perturbation Signatures	1.0	null
MCF7_Aminoglutethimide_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0175173
PMC12500496-262_2025_4178_MOESM2_ESM.xlsx-THP1_enriched_for_control-gene_name_GLI2	Rummagene Transcription Factor Associations 2026	1.0	null
CKS1B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.07867
MCF7_UNC0631_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.014779
A549_Navitoclax_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0135824
GSE205976,GSE205978_1_v_4_cep83_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE131887_1_v_0_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE111247_2_v_7_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_Pracinostat_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0152097
GSE171179,GSE171181_0_v_1_e7107_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE146982_3_v_6_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_BMS-911543_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.019202
GSE112995,GSE132079_1_v_0_ezh2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
K562_Glesatinib(MGCD265)_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0279003
GSE236280_0_v_1_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE136622_0_v_3_srpk3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE101537_1_v_3_neurog3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE57871_1_v_9_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SRSF5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.54672
GSE148252_0_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE211151_1_v_4_progesterone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE199660_1_v_0_secretin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC4777381-pone.0150624.s006.xlsx-dif_exp_AD-ZBTB38_ZBTB38	Rummagene Transcription Factor Associations 2026	1.0	null
GSE128333_3_v_0_tcf4_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC10279693-41389_2023_477_MOESM3_ESM.xlsx-N_MYC-WDR5-DMSO-overlap_peaks_a-Unnamed_15_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
GSE202434,GSE202438_7_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE210885_5_v_7_klf4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE111247_2_v_8_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9338531-13046_2022_2445_MOESM18_ESM.xlsx-AASE_U87MG_KD-GeneID_AR	Rummagene Transcription Factor Associations 2026	1.0	null
K562_Toremifene Citrate_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0166455
GSE133213_9_v_15_znrf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MMUT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.30513
GSE118794_5_v_1_zmynd8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
K562_Tranylcypromine_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0144079
GSE121198,GSE129779_3_v_1_arid1a_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE75976_3_v_6_abl1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE123105,GSE124556_0_v_2_pcf11_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE123825_2_v_3_glutamine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE111247_0_v_8_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE224877_2_v_1_pctp_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE158632_2_v_5_oxyquinoline_human	RummaGEO Drug Perturbation Signatures	1.0	null
K562_Tanespimycin_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0139708
GSE211128_3_v_5_angptl4_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE181003_3_v_2_selinexor_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC8384902-mmc7.xlsx-163_NKX2-1_ChIP_3TF-KD-Unnamed_1_AR	Rummagene Transcription Factor Associations 2026	1.0	null
K562_Valproic acid sodium salt_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.019905
GSE188814,GSE188854_0_v_1_wtap_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE188458_2_v_1_hydrogen peroxide_human	RummaGEO Drug Perturbation Signatures	1.0	null
A549_Valproic acid sodium salt_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0196262
GSE77178_2_v_3_ccnd1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
TRAPPC6A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.38506
MANSC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00812
A549_Divalproex Sodium_1然_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0142611
GSE116810_2_v_0_selinexor_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE146840,GSE146842_3_v_2_qrich1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC3355086-pgen.1002728.s003.xlsx-Tabelle1-HEY2_downregulated_HEY2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE178907_4_v_3_fkrp_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE232714_0_v_1_raver1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE228727_2_v_1_dapagliflozin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE151782_3_v_0_aim2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
K562_AZ 960_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0214677
UPK3B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23347
MCF7_BMS-754807_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0141473
GSE114690_2_v_0_tnfsf14_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
BRK1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.11191
GSE146982_3_v_6_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE202434,GSE202438_15_v_1_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE140651,GSE140653_2_v_1_med1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MCF7_CUDC-101_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0115842
PMC3607232-mmc3.xlsx-a_RUNX1_SEM_MLLN_AF4C_H3K79Me-x_RUNX1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE126463_4_v_3_pomalidomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9108619-EMBJ-41-e109191-s016.xlsx-UPF3A_KO_14_3B_KD-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE123825_2_v_3_glud1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
K562_Tacedinaline_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0187215
GSE249544,GSE249637_6_v_5_temozolomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_Tofacitinib_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0177184
GSE146982_0_v_1_gpd1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE119345_2_v_4_bexarotene_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC5749161-supp_gad.305813.117_Supplemental_Table_S1.xlsx-CLOCK_ChIP_database-Supplemental_Table_S1_ChIP_seq_database_and_gene_set_intersections_CLOCK	Rummagene Transcription Factor Associations 2026	1.0	null
GSE165548_2_v_1_gemcitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE211151_1_v_0_progesterone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE126463_0_v_2_pomalidomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE231648_0_v_2_lsm14b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE126463_0_v_3_pomalidomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
A549_Cimetidine_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0204409
MCF7_Aminoglutethimide_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0142286
K562_Mesna_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0211429
MCF7_Mercaptopurine_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.014721
A549_Sirtinol_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0175063
TAF1A	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16267
MCF7_Quisinostat_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.00808823
GSE210101,GSE210114_0_v_10_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE96641_1_v_4_esrp2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_PHA-680632_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0241435
GSE199255,GSE199356_4_v_5_pds5a_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE130676_0_v_1_suds3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE245270_1_v_4_isoproterenol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_Ramelteon_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0177373
GSE184399_0_v_3_cnot1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC11665337-mmc2.pdf-10-ELK1_ELK1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11665337-mmc1.pdf-2-ELK1_ELK1	Rummagene Transcription Factor Associations 2026	1.0	null
MCF7_ZM 447439_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0171292
MCF7_Tofacitinib_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0160592
MCF7_Ellagic acid_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0139829
A549_MC1568_1然_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0180248
GSE207787_3_v_2_pdha1_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC10641274-mmc2.xlsx-FOXK1_Insulin-SYMBOL_FOXK1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE239844_7_v_5_crizotinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE171401_1_v_0_adnp_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE225982_1_v_0_ezetimibe_human	RummaGEO Drug Perturbation Signatures	1.0	null
HSPA9	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.71296
GSE242290_3_v_0_glutathione_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE143782_3_v_11_calcitriol_human	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_IOX2_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0258772
K562_Temsirolimus_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0167203
MAPK8IP2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08948
MCF7_A-366_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.019998
QARS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.09249
GSE198036,GSE198041_4_v_3_sox9_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE226249_2_v_7_pirfenidone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE173873_10_v_3_stra8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
ATF2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0007
A549_Tozasertib_10nM_72h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0149298
GSE115395_2_v_0_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE103068_5_v_1_volasertib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE126463_1_v_3_pomalidomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE76425_0_v_12_lenalidomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_11_v_13_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
A549_CUDC-101_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.016838
GSE77108_8_v_7_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC12178937-mmc6.xlsx-L_MT1_KDvsD_MT1_KD_deg_all-gene_id_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE237426_0_v_1_eif4a1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE126463_0_v_2_arid2_human	RummaGEO Gene Perturbation Signatures	1.0	null
K562_Trametinib_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0114004
GSE146962_0_v_1_glucosamine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
A549_Selisistat_10nM_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0123559
RANGRF	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.39243
MRTO4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01565
GSE168604,GSE183859_1_v_0_selumetinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_Resveratrol_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0278885
GSE158834_2_v_13_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE244233_1_v_0_quercetin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE242290_1_v_0_glutathione_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF676	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.1332
K562_PJ34_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0188564
GSE57871_8_v_9_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_TMP195_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0198342
GSE178907_5_v_3_fkrp_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE190076_0_v_1_metformin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE182680,GSE182683_10_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_Linifanib_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.025923
K562_ZM 447439_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0149057
GSE179031_3_v_1_foxp1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MCF7_Azacitidine_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0166043
GSE126463_6_v_3_pomalidomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC6070530-41398_2018_200_MOESM3_ESM.xlsx-regional_cluster_PFC-MSC-age-bin_11_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
GSE112763,GSE112767_2_v_5_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
Subcortical volume (MOSTest)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.939794
PMC9590125-40478_2022_1453_MOESM3_ESM.xlsx-OLIG2_UNIQUE_DYS_GENES-NEUN_TLE_vs_TL_log2FoldChange_1_padj_0_1_OLIG2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE149621_2_v_1_olaparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_JNJ-26854165_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0194543
CHRDL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24296
GSE185944_5_v_4_pth1r_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PAPSS1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.06277
CDK5RAP3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.52161
K562_Pelitinib_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0230683
GSE200839,GSE233826_2_v_4_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MCF7_TAK-901_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0136596
A549_Linifanib_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0183134
GSE220520_6_v_0_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE112761,GSE112767_1_v_5_ddx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
K562_PD98059_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0210136
K562_WHI-P154_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0157999
ZNF669	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0394
GSE236486_1_v_2_arnt_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MCF7_Mercaptopurine_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0106519
PMC12697342-jem_20250471_tables3.xlsx-ileal_M-ILF_1_TRC-Gene_FOXK2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE114013,GSE114014_1_v_3_itraconazole_human	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_TGX-221_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0242235
GSE135334,GSE136010_2_v_3_tet2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GANAB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.44046
K562_Busulfan_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0182031
GSE213650_3_v_1_everolimus_human	RummaGEO Drug Perturbation Signatures	1.0	null
A549_Barasertib_10nM_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0138685
SMIM26	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.31073
GSE227698_2_v_4_g0s2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE186471_1_v_2_carnosol_human	RummaGEO Drug Perturbation Signatures	1.0	null
A549_TG101209_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0148396
GSE199538,GSE199539_2_v_1_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
SUDS3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.29896
GSE77108_3_v_1_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100596_FWM_dementia_TBI_89_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.55579
PMC10898050-12967_2024_4947_MOESM2_ESM.xlsx-Table_S7-Table_S7_Differentially_expressed_genes_between_the_TCF7_CD8_memory_T_cells_and_the_other_memory_CD8_T_cells_TCF7	Rummagene Transcription Factor Associations 2026	1.0	null
GSE166184,GSE166185_1_v_0_sox2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE160083,GSE160084_2_v_3_tamoxifen_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
SLC16A14	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.34246
K562_Linifanib_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0198553
GSE193751_1_v_3_oridonin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC12364684-DataSheet1.pdf-22-JUND_JUND	Rummagene Transcription Factor Associations 2026	1.0	null
GSE202434,GSE202438_8_v_5_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC6157899-pgen.1007642.s019.xlsx-E2F1_Q4_Leading_Edge-Unnamed_18_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
MCF7_S-Ruxolitinib_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0167917
PIKFYVE	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.16948
K562_A-366_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0190456
GSE158834_1_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC12582692-medi-104-e45093-s001.xlsx-Table_S1-Table_S1_Genetic_instruments_of_plasma_proteins_for_MR_analysis_NR3C2	Rummagene Transcription Factor Associations 2026	1.0	null
OTOL1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.18631
PMC10929187-ijbsv20p1547s3.xlsx-XBP1-dependent_genes-AARS_XBP1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE219195_4_v_2_rbm12_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE116810_5_v_0_selinexor_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE57871_1_v_10_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE203267_0_v_1_alkbh5_human	RummaGEO Gene Perturbation Signatures	1.0	null
MCF7_SRT2104_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0205644
GSE130401_6_v_0_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
A549_XAV-939_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0136636
GSE180200,GSE180201_3_v_11_qpctl_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC12629827-mmc8.xlsx-DDR2_KD-symbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PMC11474056-pnas.2404841121.sd01.xlsx-Supplemental_Table_8_Fig1G-H-Supplemental_Table_8_Transcriptomic_overlap_between_LPS_and_Sepsis_and_or_Tuberculosis_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
A549_Maraviroc_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0192741
GSE202434,GSE202438_3_v_1_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ZNF581	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76379
GSE184892_7_v_3_trehalose_human	RummaGEO Drug Perturbation Signatures	-1.0	null
TRNT1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.65282
MCF7_Alendronate sodium trihydrate_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0173348
GSE237040_6_v_1_notch3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
IRX5	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26934
GSE229671,GSE229673_0_v_1_yrdc_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE214596,GSE214598_1_v_0_rosiglitazone_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
A549_GSK-LSD1 2HCl_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0203992
GSE180200,GSE180201_5_v_6_qpctl_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MCF7_Azacitidine_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0208162
GSE100316_3_v_6_mtor_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
A549_ITSA-1_1然_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0134603
K562_Danusertib_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0156182
K562_Roscovitine_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0143405
MINPP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.21781
GSE118077_7_v_2_sprr5_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE77108_4_v_1_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE245270_2_v_0_isoproterenol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PLEKHG4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.70597
ANKRD24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.64529
GSE213228_2_v_0_irak2_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC10363146-41598_2023_38681_MOESM1_ESM.pdf-409-ZNF98_ZNF98	Rummagene Transcription Factor Associations 2026	1.0	null
MCF7_AG-14361_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0134589
GSE210101,GSE210114_7_v_10_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PRUNE1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0546
A549_Prednisone_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0164297
GSE161846,GSE161849_3_v_0_smarca4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE121866_1_v_3_six4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
K562_Entacapone_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0206924
PMC10709143-41556_2023_1271_MOESM9_ESM.xls-Up_in_PAX7-Target_name_PAX7	Rummagene Transcription Factor Associations 2026	1.0	null
K562_Obatoclax Mesylate_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0174317
K562_Alvespimycin_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.01905
Cortical thickness (MOSTest)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	1.23979
GSE242199_6_v_7_ntrk2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE199092_2_v_0_ddx5_human	RummaGEO Gene Perturbation Signatures	1.0	null
A549_Mercaptopurine_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0141448
GSE129153_0_v_1_forskolin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158975_0_v_1_spp1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE168797_1_v_5_cannabidiol_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC6300607-41467_2018_7620_MOESM9_ESM.xlsx-common_BRD4-S_KO_MLL-AF9_loci-Unnamed_12_KMT2A	Rummagene Transcription Factor Associations 2026	1.0	null
GSE184210_0_v_3_glucagon_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE219195_0_v_2_rbm12_human	RummaGEO Gene Perturbation Signatures	1.0	null
496100494_HIP_no dementia_TBI_100+_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.40961
K562_Sirtinol_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0185652
GSE158834_2_v_3_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_Veliparib_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0171848
GSE188570,GSE188571_5_v_2_decitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE210885_0_v_7_klf4_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE115542_2_v_1_digoxin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE147943_5_v_1_cited2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE199092_1_v_0_ddx5_human	RummaGEO Gene Perturbation Signatures	1.0	null
K562_Givinostat_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0169379
GSE198165,GSE198166_0_v_3_zfp266_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE156923_2_v_3_rbmx_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE178340_1_v_9_carfilzomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE220520_6_v_9_ethanol_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_Carmofur_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0184385
GSE132369,GSE132371_3_v_0_cccp_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE157894_1_v_0_cystine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_Fulvestrant_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0149148
496100537_FWM_no dementia_TBI_87_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.60308
PMC12517359-iovs-66-13-19_s003.xlsx-Supplementary_Table_S2-Differential_gene_expression_in_ERM_macrophages_ETV5	Rummagene Transcription Factor Associations 2026	1.0	null
GSE115542_5_v_1_digoxin_human	RummaGEO Drug Perturbation Signatures	1.0	null
ZNF432	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.22375
K562_Valproic acid sodium salt_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0188684
MCF7_ITSA-1_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0261039
A549_Droxinostat_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0150877
TRIM24	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.7164
GSE211128_7_v_1_angptl4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE228430_1_v_3_fabp5_human	RummaGEO Gene Perturbation Signatures	1.0	null
MCF7_UNC1999_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0189317
GSE112761,GSE112767_4_v_0_ddx6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
A549_Luminespib_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0139796
GSE225869_2_v_0_cd44_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MCF7_Roxadustat_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0160876
MCF7_Maraviroc_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0164467
GSE48812_4_v_6_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE178340_1_v_4_carfilzomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
A549_Bisindolylmaleimide IX_1然_72h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0131089
GSE210101,GSE210114_6_v_10_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE142210_9_v_0_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
A549_Luminespib_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0181999
GSE111247_11_v_9_temozolomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
A549_Anacardic Acid_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0158266
PMC8384902-mmc7.xlsx-163_NKX2-1_ChIP_3TF-KD-Unnamed_15_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE185953_2_v_0_tlr3_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE133329_2_v_3_trim28_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE104508_0_v_3_dnmt3a_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE145915_5_v_4_pcm1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE184356_1_v_2_tfam_human	RummaGEO Gene Perturbation Signatures	1.0	null
K562_Carmofur_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0254252
GSE231648_0_v_5_lsm14b_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE115542_5_v_3_digoxin_human	RummaGEO Drug Perturbation Signatures	1.0	null
PNLDC1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.0734
A549_Roxadustat_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.016605
GSE158197_6_v_10_egfr_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE77108_8_v_9_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC6138936-13059_2018_1512_MOESM2_ESM.xlsx-SE_H1-_MSC-Gene-symbol_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
GSE239688_2_v_5_canagliflozin_human	RummaGEO Drug Perturbation Signatures	1.0	null
FBXL12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.37882
GSE210101,GSE210114_7_v_9_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE112763,GSE112767_4_v_5_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE169205_3_v_5_sirt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE116930,GSE116935_1_v_6_hes7_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE182680,GSE182683_7_v_4_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE222103_0_v_1_ybx1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE207135_2_v_0_sod2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE246660_1_v_0_glycerol_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC6157899-pgen.1007642.s019.xlsx-E2F1_Q4_Leading_Edge-E2F1_Q4_216_Genes_E2F1	Rummagene Transcription Factor Associations 2026	1.0	null
PMC5640240-ppat.1006668.s013.xlsx-MAX_ChIP_shEP400-1-Unnamed_6_MAX	Rummagene Transcription Factor Associations 2026	1.0	null
ZNF382	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.2084
GSE118548_1_v_0_trametinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MCF7_BMS-754807_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0147147
MCF7_G007-LK_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0167752
GSE112761,GSE112767_1_v_3_ddx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE215351,GSE215794_4_v_3_kdm8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MCF7_Capecitabine_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0124132
MCF7_Filgotinib_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0130442
PMC10244410-41467_2023_39054_MOESM5_ESM.xlsx-PIE-LIN28B-GeneSymbol_LIN28B	Rummagene Transcription Factor Associations 2026	1.0	null
MCF7_TGX-221_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0173303
MCF7_CEP-33779_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0116902
K562_Rucaparib_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0217138
GSE211931_1_v_3_ncoa4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
K562_S-Ruxolitinib_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.02
PMC9338531-13046_2022_2445_MOESM18_ESM.xlsx-AASE_U87MG_KD-geneSymbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE135514_8_v_0_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
A549_Crizotinib_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.019509
GSE152441,GSE152442_0_v_3_folic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE146612_1_v_0_amiodarone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE200839,GSE233826_3_v_4_tnrc18_human	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_Tazemetostat_1然_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0133495
MCF7_Costunolide_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0158015
GSE158834_7_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MCF7_Fedratinib_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0124124
Cortical thickness (min-P)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	0.939794
MCF7_MK-5108_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0154011
GSE236437_0_v_3_aldosterone_human	RummaGEO Drug Perturbation Signatures	1.0	null
ORC3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0531
GSE113106_0_v_5_dnm2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE142210_2_v_7_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE115542_5_v_4_digoxin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE155031_6_v_2_dextran_human	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_G007-LK_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0169321
PMC4944136-srep28995-s2.xls-DPRX-gene_DPRX	Rummagene Transcription Factor Associations 2026	1.0	null
GSE169697,GSE169725_0_v_4_prrx1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE112763,GSE112767_4_v_1_dgcr8_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE113005_0_v_1_sorafenib_human	RummaGEO Drug Perturbation Signatures	1.0	null
A549_UNC0631_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0145235
PMC7423359-abb8771_Table_S4.xlsx-Sheet1-Genes_detected_at_least_twice_in_h4E_BP1-hyperTRIBE_711_genes_DLX4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE185519_6_v_2_gilteritinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE227698_5_v_3_g0s2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PPIA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.08555
PIGT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.25234
GSE168797_2_v_5_cannabidiol_human	RummaGEO Drug Perturbation Signatures	1.0	null
496100349_HIP_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.5354
GSE131887_1_v_4_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
CCNY	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.46397
GSE158834_7_v_6_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
BEND6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.09676
GSE135030_3_v_2_fludarabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MCF7_Entinostat_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0157877
MCF7_Glesatinib(MGCD265)_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0277586
PMC12697342-jem_20250471_tables3.xlsx-large_int_SM-ILF_4_FDC-Gene_FOXK2	Rummagene Transcription Factor Associations 2026	1.0	null
K562_RG108_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0149548
GSE139540_4_v_1_menadione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_Tozasertib_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0164276
HADHA	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.67398
GSE149355_0_v_1_esrp1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE57871_5_v_2_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE226316_1_v_2_tead2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE185944_0_v_3_pth1r_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MCF7_Divalproex Sodium_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.023747
A549_AT9283_100nM_72h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0103626
MCF7_Aurora A Inhibitor I_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0202987
GSE157894_1_v_3_cystine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE228106_0_v_4_paclitaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MCF7_Fasudil_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0130296
K562_Altretamine_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0248911
VRK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.05264
GSE140074_1_v_0_kif20a_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE216540_10_v_6_fulvestrant_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE164757,GSE164759_1_v_2_trametinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC9013128-NIHMS1795992-supplement-4.xlsx-SKmel147_ARID2_KO_Downregulated-Gene_name_ARID2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE158834_7_v_8_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_Enzastaurin_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0164209
PMC9338531-13046_2022_2445_MOESM18_ESM.xlsx-AASE_EC109_KD-geneSymbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE140607_0_v_6_pioglitazone_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE154219_0_v_2_cholestyramine_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
GSE206784_2_v_4_ninl_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MCF7_Glesatinib(MGCD265)_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.019293
POGLUT2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.23673
PMC4944136-srep28995-s2.xls-DUXA-gene_DUXA	Rummagene Transcription Factor Associations 2026	1.0	null
TIMM23B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.74973
GSE151090_2_v_1_verteporfin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE131887_5_v_3_doxycycline_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE217115_3_v_5_alectinib_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC8390679-41467_2021_25186_MOESM5_ESM.xlsx-KDM5B-Unnamed_5_KDM5B	Rummagene Transcription Factor Associations 2026	1.0	null
A549_SRT3025 HCl_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.019523
GSE76425_0_v_5_lenalidomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
SBK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04636
A549_GSK1070916_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.012932
K562_Ruxolitinib_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.019034
GSE153189_2_v_3_interferon gamma_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE166315_1_v_0_docetaxel_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
PMC5689001-supp_061432.117_Supplemental_Table_1.xlsx-A_Seq_KD_cassette_exons-Unnamed_1_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE111247_2_v_13_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE160077,GSE160084_3_v_0_bin1_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MCF7_Tranylcypromine_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0219732
GSE129241_4_v_0_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE197555_1_v_3_trametinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE160817_7_v_1_slamf6_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE227698_5_v_0_g0s2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC2742312-1479-7364-3-3-221-S3.PDF-27-CREB3L4_CREB3L4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE223609,GSE223610_0_v_1_kdm6a_human	RummaGEO Gene Perturbation Signatures	1.0	null
IL17RD	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.03119
GSE139966_4_v_3_figla_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE137144_4_v_6_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100626_FWM_no dementia_TBI_86_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.82768
GSE202434,GSE202438_12_v_5_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE185519_1_v_0_gilteritinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MCF7_JNJ-7706621_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0237422
MCF7_Aurora A Inhibitor I_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0131882
GSE149621_3_v_1_olaparib_human	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_ENMD-2076 L-Tartaric acid_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0117337
K562_Sodium Phenylbutyrate_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0290856
PMC9746874-DataSheet1.PDF-10-BBX_BBX	Rummagene Transcription Factor Associations 2026	1.0	null
A549_Maraviroc_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0172697
A549_Bosutinib_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0178792
GSE242083,GSE242098_2_v_4_med1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE109140_2_v_1_valproic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE249404_0_v_1_oxytocin_human	RummaGEO Drug Perturbation Signatures	1.0	null
K562_KW-2449_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0171715
A549_Lapatinib_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0180242
GSE142210_2_v_1_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC10929187-ijbsv20p1547s4.xlsx-JQ1-dep_XBP1_signature-ABLIM3_XBP1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE169205_0_v_5_sirt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
MCF7_INO-1001_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0177286
A549_Tucidinostat_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0218816
GSE148200_3_v_5_gemcitabine_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC12500934-41408_2025_1358_MOESM3_ESM.xlsx-Table_S6-DEGs_p_0_05_between_surviving_or_deceased_DLBCL_patients_that_received_R-CHOP_therapy_DDIT3	Rummagene Transcription Factor Associations 2026	1.0	null
A549_Fulvestrant_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0199274
GSE182680,GSE182683_5_v_4_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE202434,GSE202438_12_v_14_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
H2BC4	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.25314
GSE153867_6_v_8_olaparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MCF7_Tubastatin A HCl_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0253075
GSE158834_11_v_13_palm_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE239844_4_v_0_crizotinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
496100620_FWM_possible Alzheimer's disease_no TBI_90-94_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.48547
MCF7_Lapatinib_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0112614
A549_MLN8054_10然_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0127563
PMC10319804-41467_2023_38747_MOESM10_ESM.xlsx-cARID1A_KD_genes_down-gene_name_AR	Rummagene Transcription Factor Associations 2026	1.0	null
GSE208350_4_v_1_fgfr1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
496100414_TCx_probable Alzheimer's disease_no TBI_87_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.08353
MITD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.01069
GSE166783_8_v_2_tp53_human	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_GSK1070916_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0122262
GSE92589_0_v_1_sirolimus_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
MCF7_Prednisone_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0126312
GSE211128_4_v_6_angptl4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE103068_0_v_1_volasertib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC8758144-elife-74272-supp3.xlsx-AP2_REP2-GeneName_GTF3A	Rummagene Transcription Factor Associations 2026	1.0	null
GSE95386_0_v_1_trim24_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE171177,GSE171181_1_v_2_e7107_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE125403_7_v_6_venetoclax_human	RummaGEO Drug Perturbation Signatures	1.0	null
K562_Cediranib_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0294682
GSE132369,GSE132371_5_v_0_cccp_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE103068_0_v_7_volasertib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC7346435-12864_2020_6860_MOESM6_ESM.xlsx-H1_ZF_Oocyte_Specific-GeneH_CREBZF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE256181_1_v_0_etv2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE164463_4_v_1_pax6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE146982_3_v_5_metformin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_Streptozotocin_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0168621
GSE207122_1_v_0_metformin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE226249_0_v_3_pirfenidone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE132369,GSE132371_1_v_0_cccp_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE228727_2_v_0_dapagliflozin_mouse	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE120756_2_v_9_tet2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE114992,GSE114993_7_v_11_irf5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_Capecitabine_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0163475
GSE185944_5_v_3_pth1r_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE77108_4_v_9_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE158834_0_v_9_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
C2CD4D	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.00234
A549_AC480_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0134732
496100608_FWM_no dementia_no TBI_78_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.63785
GSE95077_5_v_4_amiloride_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE171837_3_v_2_bortezomib_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_NVP-BSK805 2HCl_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.016194
RWDD1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.49964
MCF7_Luminespib_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.012647
PMC8384902-mmc6.xlsx-DEG_3TF_KD_unique-GeneSymbol_AR	Rummagene Transcription Factor Associations 2026	1.0	null
PLK3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19691
GSE114992,GSE114993_7_v_10_irf5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE199204,GSE211619_4_v_3_glutamine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
Brain morphology (min-P)	GWAS Catalog SNP-Phenotype Associations 2025	1.0	1.0
GSE102675_3_v_0_atf3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE115395_2_v_3_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE214931_4_v_5_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE124375_13_v_0_chd2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE127790_11_v_3_zcchc8_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
MCF7_Patupilone_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0149325
FCF1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.03469
K562_Costunolide_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0165256
POU4F1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	3.36606
GSE226285_3_v_1_glutathione_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE48812_0_v_1_sulforaphane_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC10641274-mmc2.xlsx-FOXK1_Insulin-ENSEMBL_FOXK1	Rummagene Transcription Factor Associations 2026	1.0	null
XPOT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.55068
GSE158834_7_v_13_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE96777,GSE96778_1_v_0_zbtb4_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE142588_2_v_0_cinobufagin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
A549_Dacinostat_100nM_72h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.00988153
PMC12660214-Supplementaryfile1.xlsx-Genes_Human_with_ATF3-binding-ATF3_TGAYRTCA_ATF3	Rummagene Transcription Factor Associations 2026	1.0	null
A549_Enzastaurin_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0138229
GSE236502_2_v_3_paclitaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_Abexinostat_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0146126
GSE210101,GSE210114_0_v_9_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MCF7_Regorafenib_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0152077
GSE148252_1_v_4_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
A549_Bisindolylmaleimide IX_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.015944
GSE111247_2_v_6_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC7346435-12864_2020_6860_MOESM6_ESM.xlsx-H1_ZF_Oocyte_Specific-Gene_SymbolH_CREBZF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE216540_0_v_6_fulvestrant_human	RummaGEO Drug Perturbation Signatures	-1.0	null
DUSP28	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.0472
GSE138938_1_v_3_foxp2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MCF7_BMS-265246_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0164854
MCF7_Busulfan_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0154418
ARSK	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.32326
PMC12480243-262_2025_4179_MOESM2_ESM.pdf-15-PLSCR1_PLSCR1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE205163,GSE205164_2_v_4_znf808_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE135514_2_v_0_dasatinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_Lomustine_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0155818
GSE147056_0_v_1_actl6b_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
PMC10279693-41389_2023_477_MOESM3_ESM.xlsx-N_MYC-WDR5-DMSO-overlap_peaks_a-Unnamed_14_MYC	Rummagene Transcription Factor Associations 2026	1.0	null
PEX12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.04029
A549_Ramelteon_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0158353
PMC12048643-44318_2025_409_MOESM3_ESM.xlsx-regulonTargets-ETV4_ETV4	Rummagene Transcription Factor Associations 2026	1.0	null
GSE114992,GSE114993_0_v_3_irf5_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE169205_3_v_1_sirt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
A549_WHI-P154_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0144611
PMC5640240-ppat.1006668.s013.xlsx-BETA4-379_common_elements_in_shEP400-1_BETA_shEP400-3_BETA_shMYCL_BETA_and_shEP400-2_BETA_BHLHE23	Rummagene Transcription Factor Associations 2026	1.0	null
A549_Busulfan_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0302152
GSE135030_3_v_5_fludarabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE147613_1_v_2_cisplatin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
NDUFA6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.75192
K562_Regorafenib_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0191752
GSE137144_2_v_0_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
C1orf43	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.69959
GSE210101,GSE210114_11_v_3_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE146982_4_v_1_metformin_human	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_Filgotinib_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0166511
GSE240386,GSE242143_8_v_6_morc2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MCF7_Roscovitine_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.019569
PMC11465086-mmc2.xlsx-Table_ES_1_markers_c0_LPS_Vs_Co-Gene_Expression_Data_1_markers_c0_LPS_Vs_Control_related_to_Figure_5_IRF6	Rummagene Transcription Factor Associations 2026	1.0	null
GSE130246_2_v_3_enzalutamide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE57871_11_v_9_vorinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MCF7_Tanespimycin_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0124372
PMC12575911-43556_2025_329_MOESM2_ESM.xlsx-SD2_MITF_CoBindingGenes-Gene_MITF	Rummagene Transcription Factor Associations 2026	1.0	null
GSE44157,GSE44163_3_v_0_nr6a1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE77108_6_v_7_saha_human	RummaGEO Drug Perturbation Signatures	-1.0	null
A549_UNC1999_10然_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0160202
INTS12	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.98456
GSE135352_0_v_1_napabucasin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE202434,GSE202438_8_v_1_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE230263,GSE230265_0_v_1_runx1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE246461,GSE246463_5_v_2_mecp2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE218949_0_v_1_cep20_human	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_GSK-LSD1 2HCl_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.018375
GSE217452_3_v_0_docetaxel_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE211262,GSE211263_2_v_1_pbrm1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_Thiotepa_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0184733
GSE213650_0_v_1_everolimus_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC8384902-mmc5.xlsx-H128_PROX1_ChIP-Symbol_PROX1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE158834_12_v_9_palmitic acid_human	RummaGEO Drug Perturbation Signatures	1.0	null
PLA2G3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3282
GSE178340_5_v_6_carfilzomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
K562_Ramelteon_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0167745
GSE77108_6_v_2_saha_human	RummaGEO Drug Perturbation Signatures	1.0	null
K562_Dasatinib_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0112871
GSE119978,GSE180930_3_v_5_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_Ellagic acid_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.014345
GSE137144_2_v_1_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
496100484_FWM_no dementia_no TBI_86_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.17922
A549_Entacapone_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0164843
ZSWIM7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.19601
MCF7_2-Methoxyestradiol_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0153696
MCF7_Droxinostat_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0207597
MCF7_AG-14361_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0174163
GSE96649_1_v_2_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
MCF7_SRT1720 HCl_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0189989
GSE114232_10_v_6_mavs_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE149075_6_v_5_foxa2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
K562_Maraviroc_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0214069
GSE146612_2_v_0_amiodarone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE178340_1_v_6_carfilzomib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC10824666-43018_2023_699_MOESM2_ESM.xls-Suppl_Table_S4-AM-1882_AUC_vs_Gene_Expression_PRISM_Breast_and_Ovarian_Cancer_Cell_lines_n_58_1_PRDM6	Rummagene Transcription Factor Associations 2026	1.0	null
K562_ITSA-1_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0172327
A549_Linifanib_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0127865
GSE138863_3_v_0_disulfiram_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE249098_1_v_2_mthfd1l_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE158834_1_v_8_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
PHF13	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.72561
MCF7_Ivosidenib_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0251114
A549_Selisistat_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0175518
MCF7_CUDC-101_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0152145
GSE227592_2_v_1_adar_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE149264,GSE149267_2_v_5_trp53_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE198683_1_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE169334,GSE169336_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
A549_Thiotepa_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0160541
YARS2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.76545
GSE146982_3_v_5_gpd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE214823,GSE214824_5_v_7_crtc2_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE206226_0_v_3_cisplatin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
ATP1B2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.22745
MCF7_Cediranib_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0166508
PMC6138936-13059_2018_1512_MOESM2_ESM.xlsx-MXE_H1-_MSC-Gene-symbol_MSC	Rummagene Transcription Factor Associations 2026	1.0	null
TMEM127	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.35146
496100416_FWM_dementia_TBI_90-94_F	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.03562
GSE137144_3_v_1_nlrp3_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE185519_4_v_5_gilteritinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE193993_1_v_2_sstr2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
MCF7_Entinostat_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0123023
GSE147056_2_v_1_actl6b_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_SRT3025 HCl_100nM_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0131579
GSE74251_0_v_3_decitabine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE146612_1_v_3_amiodarone_human	RummaGEO Drug Perturbation Signatures	1.0	null
A549_EED226_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0212471
PMC12048643-44318_2025_409_MOESM3_ESM.xlsx-regulonTargets-TFDP1_TFDP1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE225869_1_v_0_temozolomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
A549_Bisindolylmaleimide IX_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0250167
A549_NVP-BSK805 2HCl_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0147732
GSE211262,GSE211263_3_v_1_pbrm1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE243879_1_v_0_elapor1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE111247_0_v_13_temozolomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
K562_Fluorouracil_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0147495
GSE148252_1_v_6_npas4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE122215,GSE122217_0_v_4_peg10_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE105170,GSE105175_1_v_0_dhx36_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE128730_0_v_2_neratinib_human	RummaGEO Drug Perturbation Signatures	1.0	null
PMC9218776-ADVS-9-2104640-s002.xlsx-SIM_-_Nurr1-Nurr1_modulation_mediates_neuroprotective_effects_of_statins_SIM2	Rummagene Transcription Factor Associations 2026	1.0	null
DDT	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.45335
GSE197562_0_v_3_nox4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
A549_Capecitabine_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0211131
MCF7_Meprednisone_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0187919
GSE242083,GSE242098_3_v_0_med1_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE136622_2_v_3_srpk3_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE158834_7_v_5_palmitic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE125014_1_v_3_enzalutamide_human	RummaGEO Drug Perturbation Signatures	1.0	null
K562_M344_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0147179
COMMD2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.03588
PMC5787244-13229_2018_191_MOESM1_ESM.xlsx-FOXO1_GSEA_txt-PROBE_FOXO1	Rummagene Transcription Factor Associations 2026	1.0	null
GSE221327_1_v_0_clpp_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE210718_1_v_0_shmt2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE214442_0_v_1_pak4_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
496100480_HIP_no dementia_TBI_88_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	-1.0	-2.27895
MCF7_Aurora A Inhibitor I_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0188772
GSE210662_2_v_0_znf165_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE206516,GSE206518_0_v_7_ptdss2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE175787_13_v_9_rhoc_human	RummaGEO Gene Perturbation Signatures	1.0	null
PMC5689001-supp_061432.117_Supplemental_Table_1.xlsx-A_Seq_KD_cassette_exons-Unnamed_2_AR	Rummagene Transcription Factor Associations 2026	1.0	null
A549_Toremifene Citrate_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0147889
ACSM3	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.49066
GSE216274,GSE216292_4_v_1_palbociclib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
K562_Glesatinib(MGCD265)_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0203241
PMC6744561-41467_2019_12125_MOESM7_ESM.xlsx-Normal_309_TCF7_rep1_sorted_pea-Gene_Name_TCF7	Rummagene Transcription Factor Associations 2026	1.0	null
496100589_PCx_dementia_TBI_81_M	Allen Brain Atlas Aging Dementia and Traumatic Brain Injury Tissue Sample Gene Expression Profiles	1.0	2.04558
GSE193993_4_v_3_sstr2_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE182680,GSE182683_10_v_4_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE176008_8_v_3_azacitidine_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE165560_0_v_1_cisplatin_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE168473_0_v_1_isoniazid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
CCSAP	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.14713
RBM17	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.10277
GSE210101,GSE210114_6_v_9_urod_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE112765,GSE112767_1_v_0_ddx6_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_Motesanib Diphosphate_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0186206
GSE209582_1_v_0_chloroquine_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE76425_0_v_10_lenalidomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE191105_2_v_3_nat1_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
A549_SGI-1776 free base_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0171296
K562_Mocetinostat_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0120329
PRKAR2B	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.26308
GSE235390_4_v_0_lurbinectedin_human	RummaGEO Drug Perturbation Signatures	1.0	null
A549_Tozasertib_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0150824
A549_Aurora A Inhibitor I_10nM_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0218107
A549_Maraviroc_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0160525
GSE242290_3_v_2_glutathione_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE223008_6_v_1_calhm6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE227592_8_v_1_adar_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE155162,GSE155169_1_v_3_buparlisib_human	RummaGEO Drug Perturbation Signatures	1.0	null
K562_Filgotinib_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0149037
PMC4944136-srep28995-s2.xls-ARGFX-gene_ARGFX	Rummagene Transcription Factor Associations 2026	1.0	null
CARMIL2	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	1.0	2.3767
GSE247862,GSE247863_0_v_5_eomes_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
MCF7_G007-LK_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0166956
A549_Roscovitine_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0173394
GSE133329_0_v_3_trim28_human	RummaGEO Gene Perturbation Signatures	1.0	null
A549_Pracinostat_10nM_72h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0157308
GSE152441,GSE152442_0_v_2_folic acid_human	RummaGEO Drug Perturbation Signatures	-1.0	null
A549_FLLL32_10然_72h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.01487
GSE146612_2_v_3_amiodarone_human	RummaGEO Drug Perturbation Signatures	1.0	null
K562_Zileuton_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0171121
TFDP1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.24875
GSE182680,GSE182683_5_v_3_dexamethasone_human	RummaGEO Drug Perturbation Signatures	-1.0	null
PMC12697342-jem_20250471_tables3.xlsx-ileal_M-ILF_3_SED-Gene_FOXK2	Rummagene Transcription Factor Associations 2026	1.0	null
GSE114883_1_v_4_romidepsin_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE126463_5_v_2_pomalidomide_human	RummaGEO Drug Perturbation Signatures	1.0	null
A549_Busulfan_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0153034
PMC9218776-ADVS-9-2104640-s002.xlsx-SIM_-_Nurr1-Unnamed_1_SIM2	Rummagene Transcription Factor Associations 2026	1.0	null
GTF2A1	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.60195
K562_AICAR_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0173308
A549_SRT2104_10然_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0123695
GSE225869_2_v_0_temozolomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE226770_1_v_6_atrx_human	RummaGEO Gene Perturbation Signatures	-1.0	null
GSE169205_4_v_7_sirt5_human	RummaGEO Gene Perturbation Signatures	1.0	null
GSE142210_9_v_8_panobinostat_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE213611_1_v_0_nuf2_human	RummaGEO Gene Perturbation Signatures	-1.0	null
K562_Gandotinib_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0204292
GSE184892_4_v_5_trehalose_human	RummaGEO Drug Perturbation Signatures	1.0	null
GSE185519_6_v_5_gilteritinib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
A549_Lenalidomide_10然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0142297
A549_Tazemetostat_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0150669
BORCS7	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-3.13295
GSE158834_1_v_9_palm_human	RummaGEO Gene Perturbation Signatures	1.0	null
A549_ABT-737_10nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0193563
GSE220813_0_v_1_zfp750_mouse	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_Tubastatin A HCl_100nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0198093
RFLNB	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.8933
GSE123022,GSE123030_2_v_6_trem2_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
GSE133763_0_v_2_chd1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_Ofloxacin_1然_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0174944
GSE155852_0_v_1_apigenin_mouse	RummaGEO Drug Perturbation Signatures	1.0	null
MCF7_Selisistat_100nM_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0219794
GSE111247_11_v_3_temozolomide_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE223008_6_v_2_calhm6_mouse	RummaGEO Gene Perturbation Signatures	1.0	null
K562_TGX-221_1然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0178099
GSE202434,GSE202438_15_v_5_talazoparib_human	RummaGEO Drug Perturbation Signatures	-1.0	null
GSE236437_2_v_3_aldosterone_human	RummaGEO Drug Perturbation Signatures	1.0	null
A549_AZ 960_10然_24h	Sci-Plex Drug Perturbation Signatures	1.0	0.0170273
GSE70935_3_v_5_cyfip1_human	RummaGEO Gene Perturbation Signatures	-1.0	null
A549_G007-LK_10nM_72h	Sci-Plex Drug Perturbation Signatures	1.0	0.0137003
MYF6	CM4AI KOLF21J CRISPRi Gene Perturbation Atlas	-1.0	-2.06452
MCF7_Epothilone A_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0197539
K562_Tazemetostat_1然_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0154562
K562_Vandetanib_10nM_24h	Sci-Plex Drug Perturbation Signatures	-1.0	-0.0149088