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Center for Computational Systems Medicine
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Gene summary

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Datasets with differential expression of this gene

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Expression of this gene in the resistant group across all datasets and cell types

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Significant ligand-receptor pairs related to this gene (This gene does not contain this module)

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Known drug resistance mechanisms of this gene (This gene does not contain this module)

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MicroRNAs (miRNAs) regulating this gene

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Motifs and transcription factors (TFs) regulating this gene

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Acts as a transcription factor (This gene does not contain this module)

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Acts as a drug target< (This gene does not contain this module)

Gene: PTMA

Summary for PTMA

Gene informationGene symbol

PTMA

Ensembl ID

ENSG00000187514

Entrez ID

5757

Gene nameprothymosin alpha
SynonymsTMSA
Gene typeprotein_coding
UniProtAcc

NA


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Dataset with differentially expressed gene: PTMA

check buttonDifferentially expression genes between the resistant and sensitive groups. A positive avg_log2FC represents significantly high expression in the resistant group, while a negative avg_log2FC represents significantly low expression in the resistant group.
DatasetSourceTissueCancer type level1Cancer type level2Drug typeRegimenTimepointCell typeavg_log2FCp_val_adj

GSE140440

DU145 and PC cell linesCell lineProstate cancerProstate cancerChemotherapydocetaxelNAMalignant cells-0.7743982.51e-13

GSE186960

Panc1 cell lineCell linePancreatic cancerPancreatic ductal adenocarcinoma (PDAC)ChemotherapygemcitabineNAMalignant cells0.926440.00e+00

GSE138267

CDXTumor tissueLung cancerSmall cell lung cancer (SCLC)ChemotherapyNANAMalignant cells0.8448670.00e+00

GSE169246_PacBlood

patientsPeripheral blood mononuclear cellsBreast cancerAdvanced triple-negative breast cancer (TNBC)ChemotherapypaclitaxelpostcDCs0.5182473.21e-19

GSE169246_PacBlood

patientsPeripheral blood mononuclear cellsBreast cancerAdvanced triple-negative breast cancer (TNBC)ChemotherapypaclitaxelpostProgenitors0.6048232.91e-07

GSE169246_PacBlood

patientsPeripheral blood mononuclear cellsBreast cancerAdvanced triple-negative breast cancer (TNBC)ChemotherapypaclitaxelpostB cells0.4703880.00e+00

GSE169246_PacBlood

patientsPeripheral blood mononuclear cellsBreast cancerAdvanced triple-negative breast cancer (TNBC)ChemotherapypaclitaxelpostCD8+ T cells0.3694410.00e+00

GSE169246_PacTissue

patientsTumor tissueBreast cancerAdvanced triple-negative breast cancer (TNBC)ChemotherapypaclitaxelpostNK cells0.2616265.32e-28

GSE169246_PacTissue

patientsTumor tissueBreast cancerAdvanced triple-negative breast cancer (TNBC)ChemotherapypaclitaxelpreCD8+ T cells-0.3306450.00e+00

GSE169246_PacTissue

patientsTumor tissueBreast cancerAdvanced triple-negative breast cancer (TNBC)ChemotherapypaclitaxelpreCD4+ T cells-0.2858690.00e+00

GSE169246_PacTissue

patientsTumor tissueBreast cancerAdvanced triple-negative breast cancer (TNBC)ChemotherapypaclitaxelprePlasma cells1.181660.00e+00

GSE169246_PacTissue

patientsTumor tissueBreast cancerAdvanced triple-negative breast cancer (TNBC)ChemotherapypaclitaxelpreB cells-0.432389.97e-29

GSE153697

patientsBone marrow aspirateAcute lymphoblastic leukemiaRelapsed B-cell acute lymphoblastic leukemia (B-ALL)Immunotherapyanti-CD19 CAR-TNAMalignant cells0.3130183.99e-31

GSE169246_PacAteBlood

patientsPeripheral blood mononuclear cellsBreast cancerAdvanced triple-negative breast cancer (TNBC)Immunotherapyatezolizumab + paclitaxelpostCD4+ T cells0.4823230.00e+00

GSE169246_PacAteBlood

patientsPeripheral blood mononuclear cellsBreast cancerAdvanced triple-negative breast cancer (TNBC)Immunotherapyatezolizumab + paclitaxelpostCD8+ T cells0.3042240.00e+00

GSE169246_PacAteBlood

patientsPeripheral blood mononuclear cellsBreast cancerAdvanced triple-negative breast cancer (TNBC)Immunotherapyatezolizumab + paclitaxelpostB cells0.2918750.00e+00

GSE169246_PacAteBlood

patientsPeripheral blood mononuclear cellsBreast cancerAdvanced triple-negative breast cancer (TNBC)Immunotherapyatezolizumab + paclitaxelpreMono/Macro0.2587316.81e-43

GSE169246_PacAteBlood

patientsPeripheral blood mononuclear cellsBreast cancerAdvanced triple-negative breast cancer (TNBC)Immunotherapyatezolizumab + paclitaxelpreCD8+ T cells0.2820010.00e+00

GSE169246_PacAteBlood

patientsPeripheral blood mononuclear cellsBreast cancerAdvanced triple-negative breast cancer (TNBC)Immunotherapyatezolizumab + paclitaxelpreB cells0.4781320.00e+00

GSE169246_PacAteTissue

patientsTumor tissueBreast cancerAdvanced triple-negative breast cancer (TNBC)Immunotherapyatezolizumab + paclitaxelpostPlasma cells-0.5787945.52e-08

GSE169246_PacAteTissue

patientsTumor tissueBreast cancerAdvanced triple-negative breast cancer (TNBC)Immunotherapyatezolizumab + paclitaxelprePlasma cells-0.637241.34e-24

GSE164551

patientsBone marrow aspirateMultiple myelomaRefractory multiple myeloma (MM)ImmunotherapyCAR-TNAMono/Macro-0.3099912.89e-09

GSE164551

patientsBone marrow aspirateMultiple myelomaRefractory multiple myeloma (MM)ImmunotherapyCAR-TNAErythrocytes-1.731632.37e-41

GSE164551

patientsBone marrow aspirateMultiple myelomaRefractory multiple myeloma (MM)ImmunotherapyCAR-TNANK cells-0.7527432.11e-03

GSE164551

patientsBone marrow aspirateMultiple myelomaRefractory multiple myeloma (MM)ImmunotherapyCAR-TNACD8+ T cells-0.5268223.41e-08

PMID34715028

patientsTumor tissueKidney cancerClear cell renal cell carcinoma (ccRCC)ImmunotherapynivolumabpostCD8+ T cells-0.3627550.00e+00

PMID34715028

patientsTumor tissueKidney cancerClear cell renal cell carcinoma (ccRCC)ImmunotherapynivolumabpostCD4+ T cells-0.4666710.00e+00

GSE207422_Sin

patientsTumor tissueLung cancerEGFR/ALK mutation negative non-small cell lung cancer (NSCLC)Immunotherapysintilimab + carboplatin + (docetaxel or pemetrexed or emcitabine)postCD8+ T cells0.3740384.92e-16

GSE207422_Sin

patientsTumor tissueLung cancerEGFR/ALK mutation negative non-small cell lung cancer (NSCLC)Immunotherapysintilimab + carboplatin + (docetaxel or pemetrexed or emcitabine)postNeutrophils0.449168.95e-25

GSE207422_Tor

patientsTumor tissueLung cancerEGFR/ALK mutation negative non-small cell lung cancer (NSCLC)Immunotherapytoripalimab + carboplatin + (docetaxel or pemetrexed or emcitabine)postMalignant cells-0.2646174.35e-11

GSE189460

patientsBone marrow aspirateMultiple myelomaMultiple myeloma (MM)Targeted therapybortezomib + melphalan + prednisolonepreErythrocytes-0.5247892.81e-31

GSE189460

patientsBone marrow aspirateMultiple myelomaMultiple myeloma (MM)Targeted therapybortezomib + melphalan + prednisolonepreMalignant cells0.7487950.00e+00

GSE161801_PI

patientsBone marrow aspirateMultiple myelomaRefractory multiple myeloma (MM)Targeted therapycarfilzomib + dexamethasonepostMalignant cells-0.3562637.99e-13

GSE139386

H3122 cell lineCell lineLung cancerEML4-ALK fusion-positive non-small cell lung cancer (NSCLC)Targeted therapyceritinibNAMalignant cells-0.3970.00e+00

GSE161195

patientsBone marrow aspirateMultiple myelomaRefractory multiple myeloma (MM)Targeted therapyDARA-KRD (daratumumab + carfilzomib + lenalidomide + dexamethasone)postMalignant cells0.7388010.00e+00

GSE161195

patientsBone marrow aspirateMultiple myelomaRefractory multiple myeloma (MM)Targeted therapyDARA-KRD (daratumumab + carfilzomib + lenalidomide + dexamethasone)preMalignant cells0.3045470.00e+00

GSE158457

PDX cellsCell lineAcute lymphoblastic leukemiaT-cell acute lymphoblastic leukemia (ALL)Targeted therapydasatinibNAMalignant cells-0.5494410.00e+00

GSE168668

LNCaP cell lineCell lineProstate cancerProstate cancerTargeted therapyenzalutamideNAMalignant cells0.4092490.00e+00

GSE149214

PC9 cell lineCell lineLung cancerEGFR-mutated non-small cell lung cancer (NSCLC)Targeted therapyerlotinibNAMalignant cells0.754090.00e+00

GSE162117

patientsPeripheral blood mononuclear cellsAcute myeloid leukemiaTefractory acute myeloid leukemia (AML)Targeted therapyficlatuzumabpostCD8+ T cells0.34081.19e-06

GSE162117

patientsPeripheral blood mononuclear cellsAcute myeloid leukemiaTefractory acute myeloid leukemia (AML)Targeted therapyficlatuzumabpostCD4+ T cells0.2790536.47e-19

GSE199333

patientsBone marrow aspirateAcute myeloid leukemiaPrimary FLT3-ITD-mutated acute myeloid leukemia (AML)Targeted therapygilteritinibpostMalignant cells0.2614380.00e+00

GSE199333

patientsBone marrow aspirateAcute myeloid leukemiaPrimary FLT3-ITD-mutated acute myeloid leukemia (AML)Targeted therapygilteritinibpostCD4+ T cells-0.2931570.00e+00

GSE199333

patientsBone marrow aspirateAcute myeloid leukemiaPrimary FLT3-ITD-mutated acute myeloid leukemia (AML)Targeted therapygilteritinibpostB cells0.9905861.74e-02

GSE199333

patientsBone marrow aspirateAcute myeloid leukemiaPrimary FLT3-ITD-mutated acute myeloid leukemia (AML)Targeted therapygilteritinibpostCD8+ T cells-0.3566050.00e+00

GSE199333

patientsBone marrow aspirateAcute myeloid leukemiaPrimary FLT3-ITD-mutated acute myeloid leukemia (AML)Targeted therapygilteritinibpostErythrocytes-0.9045450.00e+00

GSE199333

patientsBone marrow aspirateAcute myeloid leukemiaPrimary FLT3-ITD-mutated acute myeloid leukemia (AML)Targeted therapygilteritinibpostNK cells-0.8521980.00e+00

GSE199333

patientsBone marrow aspirateAcute myeloid leukemiaPrimary FLT3-ITD-mutated acute myeloid leukemia (AML)Targeted therapygilteritinibpreB cells-2.810411.43e-13

GSE111014

patientsPeripheral blood mononuclear cellsChronic lymphocytic leukemiaChronic lymphocytic leukemia (CLL)Targeted therapyibrutinibpostCD8+ T cells0.323819.08e-07

GSE111014

patientsPeripheral blood mononuclear cellsChronic lymphocytic leukemiaChronic lymphocytic leukemia (CLL)Targeted therapyibrutinibpostNK cells0.4124947.44e-11

GSE111014

patientsPeripheral blood mononuclear cellsChronic lymphocytic leukemiaChronic lymphocytic leukemia (CLL)Targeted therapyibrutinibpreCD8+ T cells0.253492.35e-02

GSE131984_JQ1

SUM159 cell lineCell lineBreast cancerTriple-negative breast cancer (TNBC)Targeted therapyJQ1NAMalignant cells-0.3653570.00e+00

GSE131984_JQ1Pac

SUM159 cell lineCell lineBreast cancerTriple-negative breast cancer (TNBC)Targeted therapyJQ1 + paclitaxelNAMalignant cells-0.3518781.36e-31

GSE131984_JQ1Pal

SUM159 cell lineCell lineBreast cancerTriple-negative breast cancer (TNBC)Targeted therapyJQ1 + palbociclibNAMalignant cells-0.6694290.00e+00

GSE131984_Pal

SUM159 cell lineCell lineBreast cancerTriple-negative breast cancer (TNBC)Targeted therapypalbociclibNAMalignant cells-0.7416090.00e+00

GSE161801_IMiD

patientsBone marrow aspirateMultiple myelomaRefractory multiple myeloma (MM)Targeted therapypomalidomide + dexamethasone OR lenalidomide + dexamethasonepostCD8+ T cells-0.3360990.00e+00

GSE161801_IMiD

patientsBone marrow aspirateMultiple myelomaRefractory multiple myeloma (MM)Targeted therapypomalidomide + dexamethasone OR lenalidomide + dexamethasonepostNK cells-0.2775233.45e-14

GSE161801_IMiD

patientsBone marrow aspirateMultiple myelomaRefractory multiple myeloma (MM)Targeted therapypomalidomide + dexamethasone OR lenalidomide + dexamethasonepostMalignant cells-0.3541110.00e+00

GSE161801_IMiD

patientsBone marrow aspirateMultiple myelomaRefractory multiple myeloma (MM)Targeted therapypomalidomide + dexamethasone OR lenalidomide + dexamethasonepostB cells-0.3638692.23e-07

GSE161801_IMiD

patientsBone marrow aspirateMultiple myelomaRefractory multiple myeloma (MM)Targeted therapypomalidomide + dexamethasone OR lenalidomide + dexamethasonepreErythrocytes-0.364.40e-05

GSE161801_IMiD

patientsBone marrow aspirateMultiple myelomaRefractory multiple myeloma (MM)Targeted therapypomalidomide + dexamethasone OR lenalidomide + dexamethasonepreMalignant cells-0.6153350.00e+00

GSE175716

PDXTumor tissueLiver cancerAdvanced hepatocellular carcinomaTargeted therapysorafenibNAMalignant cells1.041910.00e+00

GSE164897_VemCob

A375 cell lineCell lineMelanomaBRAFV600E-mutant melanomaTargeted therapyvemurafenib + combimetinibNAMalignant cells-0.7954290.00e+00

GSE164897_VemTra

A375 cell lineCell lineMelanomaB+E2:E57RAFV600E-mutant melanomaTargeted therapyvemurafenib + trametinibNAMalignant cells-1.780310.00e+00

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Expression of PTMA in the resistant group across all datasets and cell types

check buttonRed dots represent significantly high expression in the resistant group, while blue dots represent significantly low expression in the resistant group. White dots represent that there is no significant difference in the expression of this gene between the resistant and sensitive groups. Blank represents that this cell type is not present in this dataset. (If the image exists, the user can click on it to enlarge it in a new window.)
boxplot

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Significant ligand-receptor pairs related to PTMA

check buttonThis table shows the significant ligand-receptor pairs related to this gene across all datasets, timepoints and conditions. (Complete files can be downloaded from the download section.)

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Known drug resistance mechanisms of this gene

check buttonThis table shows the known drug resistance mechanisms of this gene. Clicking on this gene will link to another database that displays more drug resistance-related information.

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MicroRNAs (miRNA) regulating PTMA

check buttonThis table shows the miRNAs with a score of more than 80 regulating this gene. (Complete files can be downloaded from the download section.)
Gene symbolmiRNAScoreGeneBank accession
PTMAhsa-miR-197297.1905NM_001099285
PTMAhsa-miR-392696.5959NM_001099285
PTMAhsa-miR-545-3p94.3469NM_001099285
PTMAhsa-miR-512-5p94.3297NM_001099285
PTMAhsa-miR-651-3p92.4979NM_001099285
PTMAhsa-miR-5571-5p88.3143NM_001099285
PTMAhsa-miR-365884.5178NM_001099285
PTMAhsa-miR-314882.9449NM_001099285
PTMAhsa-miR-6885-3p82.7342NM_001099285
PTMAhsa-miR-805482.0843NM_001099285
PTMAhsa-miR-548av-5p82.0843NM_001099285
PTMAhsa-miR-548k82.0843NM_001099285
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Motifs and transcription factors (TFs) regulating PTMA

check buttonThis table shows the Motifs and transcription factors (TFs) regulating this gene. (Complete files can be downloaded from the download section.)
Gene symbolmotifTF_highConf
PTMAtaipale_tf_pairs__GCM1_ELF1_GTGCGGGCGGAAGTN_CAP_reprELF1; GCM1 (directAnnotation).
PTMAmetacluster_174.3MBD2; NFYA; NFYB; NFYC; PBX3 (directAnnotation).
PTMAmetacluster_174.2CEBPZ; CEBPZ; DRAP1; FOS; FOXI1; FOXI1; HMGXB3; IRF3; NFYA; NFYA; NFYA; NFYA; NFYA; NFYA; NFYA; NFYA; NFYA; NFYB; NFYB; NFYB; NFYB; NFYB; NFYC; NFYC; NFYC; NFYC; NFYC; NFYC; NFYC; PBX3; PBX3; SP2 (directAnnotation). NFYA; NFYA; NFYC; PBX1; PBX3 (inferredBy_Orthology).
PTMAmetacluster_191.2ELK4; NR2C2; NR2C2; NR2C2; NR2C2 (directAnnotation). GABPA (inferredBy_Orthology).
PTMAtaipale_tf_pairs__ETS2_RCCGGAAGTG_HTETS2 (directAnnotation).
PTMAmetacluster_191.3EHF; ELF1; ELF1; ELF1; ELF4; ELK1; ELK3; ELK3; ELK4; ELK4; ERF; ETS1; ETS2; ETV3; ETV4; ETV5; FEV; FEV; FLI1; FLI1; GABPA; GABPA; GABPA; GABPA; GABPA; GABPA; SPDEF; ZNF200 (directAnnotation). ELK1; ELK1; ELK3; ELK3; ELK4; ELK4; ETV1; ETV1; ETV4; ETV4; ETV4; ETV5; GABPA; GABPA (inferredBy_Orthology).
PTMAtaipale_cyt_meth__E2F2_GCGCGCGCGYW_eDBD_reprE2F2 (directAnnotation).
PTMAtaipale_cyt_meth__ZNF385D_NCGTCGCGACGN_eDBD_methZNF385D (directAnnotation).
PTMAmetacluster_197.2E2F4; E2F7; E2F7; E2F7; E2F8; E2F8 (directAnnotation).
PTMAtaipale_tf_pairs__E2F1_ELK1_SGCGCNNNNNCGGAAGN_CAP_reprE2F1; ELK1 (directAnnotation).
PTMAtaipale_tf_pairs__E2F1_HES7_RRCRCGYGYNNNNSGCGCSN_CAP_reprE2F1; HES7 (directAnnotation).
PTMAmetacluster_166.4BCLAF1; EHF; ELF1; ELF1; ELF1; ELF1; ELF1; ELF1; ELF2; ELF2; ELF4; ELK1; ELK1; ELK1; ELK1; ELK1; ELK1; ELK1; ELK1; ELK1; ELK3; ELK3; ELK3; ELK3; ELK4; ERG; ERG; ERG; ERG; ETS1; ETS1; ETS1; ETS1; ETS1; ETV1; ETV1; ETV1; ETV1; ETV2; ETV3; ETV4; ETV4; ETV4; ETV4; ETV4; ETV5; ETV7; FEV; FEV; FLI1; FLI1; FLI1; FLI1; GABPA; GABPA; GABPA; GABPA; GABPA; GABPA; GABPB1; GATAD1; PHF20; ZBTB25; ZBTB40 (directAnnotation). EHF; ELF1; ELF1; ELF3; ELF5; ELK3; ELK4; ERG; ETS1; ETV1; ETV2; ETV4; FLI1; GABPA; GABPA (inferredBy_Orthology).
PTMAswissregulon__hs__ZBTB14ZBTB14 (directAnnotation).
PTMAmetacluster_138.2ELF1; ELF2; ELF4; ELK1; ELK1; ELK1; ELK1; ELK3; ELK4; ELK4; ELK4; ELK4; ELK4; ELK4; ELK4; ERF; ERG; ERG; ERG; ERG; ETS1; ETS1; ETS2; ETS2; ETV1; ETV1; ETV1; ETV2; ETV3; ETV4; ETV5; ETV5; FEV; FLI1; FLI1; GABPA; GABPA; KMT2B; SPDEF; SPDEF; SPDEF; ZBTB11; ZNF518A; ZNF580 (directAnnotation). ELF1; ELF2; ELF4; ELK1; ELK1; ELK3; ELK4; ERG; ETS1; ETS2; ETV1; ETV2; ETV3; ETV4; ETV5; FEV; FLI1; FLI1; GABPA; SPDEF; SPDEF (inferredBy_Orthology).
PTMAmetacluster_34.3EGR1; ETS1; SETDB1; SIX5; SIX5; ZNF143; ZNF76 (directAnnotation).
PTMAtransfac_pro__M05894ZNF565 (directAnnotation).
PTMAmetacluster_31.3ZSCAN20; ZSCAN29 (directAnnotation).
PTMAmetacluster_22.36BACH2 (directAnnotation).
PTMAtransfac_pro__M06005ZNF232 (directAnnotation).
PTMAtransfac_pro__M06614ZNF594 (directAnnotation).
PTMAtaipale_tf_pairs__ETV5_HOXA2_RSCGGWAATKR_CAPETV5; HOXA2 (directAnnotation).
PTMAtransfac_pro__M04748GABPA (directAnnotation).
PTMAmetacluster_174.6NFYA; NFYB; NFYB; NFYC (directAnnotation).
PTMAtransfac_public__M00024E2F1 (directAnnotation).
PTMAswissregulon__mm__E2f7E2F7 (inferredBy_Orthology).
PTMAtaipale_tf_pairs__FOXO1_ELK3_RCCGGAWGTKKW_CAPELK3; FOXO1 (directAnnotation).
PTMAtaipale_tf_pairs__TEAD4_ETV1_RSCGGAAATRCM_CAPETV1; TEAD4 (directAnnotation).
PTMAtaipale_tf_pairs__ETV5_EVX1_RSCGGWAATKR_CAPETV5; EVX1 (directAnnotation).
PTMAhdpi__FLI1FLI1 (directAnnotation).
PTMAjaspar__MA1708.1ETV7 (directAnnotation).
PTMAtaipale_tf_pairs__TEAD4_ERG_RSCGGAAATRCC_CAPERG; TEAD4 (directAnnotation).
PTMAcisbp__M02645ETS1 (directAnnotation).
PTMAtaipale_tf_pairs__TEAD4_ERG_RSCGGAAATRCC_CAP_reprERG; TEAD4 (directAnnotation).
PTMAtaipale_tf_pairs__HOXB2_ETV4_ACCGGAAATGAN_CAPETV4; HOXB2 (directAnnotation).
PTMAtransfac_pro__M05560AEBP2 (directAnnotation).
PTMAtransfac_pro__M06939ZBTB11 (directAnnotation).
PTMAtransfac_pro__M02279CREB1 (directAnnotation).
PTMAmetacluster_144.10ZNF100 (directAnnotation).
PTMAmetacluster_97.2GTF3A (inferredBy_Orthology).
PTMAtransfac_pro__M04923ZBTB33 (directAnnotation).
PTMAtaipale_tf_pairs__TEAD4_ETV4_RCCGGAAATRCC_CAPETV4; TEAD4 (directAnnotation).
PTMAkznf__GLI4_Schmitges2016_ChIP-seqGLI4 (directAnnotation).
PTMAtransfac_pro__M05464SALL1 (directAnnotation).
PTMAmetacluster_2.9IRF2; IRF2; IRF2; PRDM1; PRDM1 (directAnnotation). PRDM1 (inferredBy_Orthology).
PTMAtransfac_pro__M06104ZNF16 (directAnnotation).
PTMAtfdimers__MD00079E2F1; FOXM1 (directAnnotation).
PTMAtransfac_pro__M05647ZNF875 (directAnnotation).
PTMAmetacluster_141.2E2F2; E2F3 (directAnnotation).
PTMAtransfac_pro__M06781ZNF107 (directAnnotation).
PTMAmetacluster_140.5NR2E1 (directAnnotation). NR2E1; NR2E1; NR2E1 (inferredBy_Orthology).
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Acts as a transcription factor

check buttonThis table shows that this differential gene acts as a transcription factor.

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Acts as a drug target

check buttonThis table shows that this differential gene acts as a drug target.



1"Sun X, Zhang Y, Li H, Zhou Y, Shi S, Chen Z, He X, Zhang H, Li F, Yin J, Mou M, Wang Y, Qiu Y, Zhu F. DRESIS: the first comprehensive landscape of drug resistance information. Nucleic Acids Res. 2023 Jan 6;51(D1):D1263-D1275. doi: 10.1093/nar/gkac812. PMID: 36243960; PMCID: PMC9825618."
2"Wishart DS, Feunang YD, Guo AC, Lo EJ, Marcu A, Grant JR, Sajed T, Johnson D, Li C, Sayeeda Z, Assempour N, Iynkkaran I, Liu Y, Maciejewski A, Gale N, Wilson A, Chin L, Cummings R, Le D, Pon A, Knox C, Wilson M. DrugBank 5.0: a major update to the DrugBank database for 2018. Nucleic Acids Res. 2018 Jan 4;46(D1):D1074-D1082. doi: 10.1093/nar/gkx1037. PMID: 29126136; PMCID: PMC5753335."