Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: MYB

Gene summary for MYB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MYB

Gene ID

4602

Gene nameMYB proto-oncogene, transcription factor
Gene AliasCmyb
Cytomap6q23.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

P10242


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
4602MYBHTA11_3410_2000001011HumanColorectumAD1.28e-12-4.18e-010.0155
4602MYBHTA11_2487_2000001011HumanColorectumSER5.82e-04-4.60e-01-0.1808
4602MYBHTA11_3361_2000001011HumanColorectumAD5.87e-05-5.25e-01-0.1207
4602MYBHTA11_7696_3000711011HumanColorectumAD4.52e-03-3.00e-010.0674
4602MYBHTA11_99999974143_84620HumanColorectumMSS1.87e-27-6.64e-010.3005
4602MYBF007HumanColorectumFAP3.46e-04-3.43e-010.1176
4602MYBA001-C-207HumanColorectumFAP3.60e-05-3.00e-010.1278
4602MYBA015-C-203HumanColorectumFAP3.78e-28-3.53e-01-0.1294
4602MYBA015-C-204HumanColorectumFAP3.61e-06-3.38e-01-0.0228
4602MYBA014-C-040HumanColorectumFAP1.96e-03-3.15e-01-0.1184
4602MYBA002-C-201HumanColorectumFAP1.45e-13-3.14e-010.0324
4602MYBA002-C-203HumanColorectumFAP3.70e-07-2.86e-010.2786
4602MYBA001-C-119HumanColorectumFAP1.38e-06-3.48e-01-0.1557
4602MYBA001-C-108HumanColorectumFAP1.36e-17-3.39e-01-0.0272
4602MYBA002-C-205HumanColorectumFAP4.88e-20-3.57e-01-0.1236
4602MYBA001-C-104HumanColorectumFAP2.71e-08-2.79e-010.0184
4602MYBA015-C-005HumanColorectumFAP9.20e-03-1.67e-01-0.0336
4602MYBA015-C-006HumanColorectumFAP2.37e-16-4.75e-01-0.0994
4602MYBA015-C-106HumanColorectumFAP4.39e-10-1.41e-01-0.0511
4602MYBA002-C-114HumanColorectumFAP2.27e-17-3.41e-01-0.1561
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0006979ColorectumADresponse to oxidative stress145/3918446/187235.16e-093.23e-07145
GO:0062197ColorectumADcellular response to chemical stress109/3918337/187235.33e-071.95e-05109
GO:0000302ColorectumADresponse to reactive oxygen species78/3918222/187236.17e-072.21e-0578
GO:0070997ColorectumADneuron death114/3918361/187231.13e-063.72e-05114
GO:0034599ColorectumADcellular response to oxidative stress94/3918288/187232.03e-066.02e-0594
GO:1901214ColorectumADregulation of neuron death99/3918319/187231.26e-052.76e-0499
GO:0042542ColorectumADresponse to hydrogen peroxide52/3918146/187232.83e-055.30e-0452
GO:0006325ColorectumADchromatin organization119/3918409/187234.85e-058.33e-04119
GO:0051402ColorectumADneuron apoptotic process77/3918246/187238.07e-051.28e-0377
GO:0045785ColorectumADpositive regulation of cell adhesion122/3918437/187232.65e-043.28e-03122
GO:0051047ColorectumADpositive regulation of secretion90/3918310/187234.11e-044.66e-0390
GO:0010720ColorectumADpositive regulation of cell development87/3918298/187234.17e-044.71e-0387
GO:0070482ColorectumADresponse to oxygen levels99/3918347/187234.29e-044.82e-0399
GO:0034614ColorectumADcellular response to reactive oxygen species50/3918155/187236.25e-046.49e-0350
GO:1903532ColorectumADpositive regulation of secretion by cell82/3918282/187236.85e-047.00e-0382
GO:0043523ColorectumADregulation of neuron apoptotic process64/3918212/187238.95e-048.63e-0364
GO:0010876ColorectumADlipid localization120/3918448/187231.59e-031.33e-02120
GO:0006869ColorectumADlipid transport108/3918398/187231.67e-031.39e-02108
GO:0001666ColorectumADresponse to hypoxia86/3918307/187231.77e-031.46e-0286
GO:0050767ColorectumADregulation of neurogenesis99/3918364/187232.35e-031.82e-0299
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04151ColorectumFAPPI3K-Akt signaling pathway75/1404354/84651.23e-024.19e-022.55e-0275
hsa041511ColorectumFAPPI3K-Akt signaling pathway75/1404354/84651.23e-024.19e-022.55e-0275
hsa041512ColorectumCRCPI3K-Akt signaling pathway64/1091354/84652.70e-031.77e-021.20e-0264
hsa041513ColorectumCRCPI3K-Akt signaling pathway64/1091354/84652.70e-031.77e-021.20e-0264
hsa041517EsophagusESCCPI3K-Akt signaling pathway197/4205354/84651.24e-022.83e-021.45e-02197
hsa0415114EsophagusESCCPI3K-Akt signaling pathway197/4205354/84651.24e-022.83e-021.45e-02197
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
MYBSTMBreastHealthyANKRD30A,ESR1,SGK3, etc.1.11e-01The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
MYBMASTBreastIDCNUCB2,SLC39A6,VWA5A, etc.5.30e-02The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
MYBCTColorectumFAPLRGUK,XACT,NINL, etc.4.62e-03The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
MYBSSCColorectumFAPLRGUK,XACT,NINL, etc.3.38e-04The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
MYBASCColorectumSERNREP,APCDD1,FOXA1, etc.1.08e-01The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
MYBMASTColorectumADMAOA,ZNF704,PAM, etc.2.48e-01The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
MYBTREGColorectumADJMAOA,ZNF704,PAM, etc.1.29e-01The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
MYBMASTColorectumADJMAOA,ZNF704,PAM, etc.9.16e-02The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
MYBTREGColorectumFAPMAOA,ZNF704,PAM, etc.1.08e-01The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
MYBMASTColorectumMSI-HMAOA,ZNF704,PAM, etc.6.24e-02The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
MYBSNVMissense_Mutationc.308N>Cp.Val103Alap.V103AP10242protein_codingdeleterious(0.02)probably_damaging(0.965)TCGA-A2-A1FZ-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificArimidexSD
MYBSNVMissense_Mutationc.916N>Ap.Glu306Lysp.E306KP10242protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
MYBSNVMissense_Mutationc.1575C>Gp.Asn525Lysp.N525KP10242protein_codingdeleterious(0)probably_damaging(0.997)TCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MYBSNVMissense_Mutationc.403C>Tp.His135Tyrp.H135YP10242protein_codingdeleterious(0)benign(0.019)TCGA-C8-A133-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
MYBSNVMissense_Mutationc.1570T>Gp.Leu524Valp.L524VP10242protein_codingtolerated(0.05)probably_damaging(0.995)TCGA-D8-A142-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamidSD
MYBinsertionFrame_Shift_Insnovelc.281_282insTp.Trp95LeufsTer37p.W95Lfs*37P10242protein_codingTCGA-A2-A0ET-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
MYBdeletionFrame_Shift_Delnovelc.1946_1947delNNp.Gln649ArgfsTer7p.Q649Rfs*7P10242protein_codingTCGA-A8-A09V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
MYBinsertionFrame_Shift_Insnovelc.1243_1244insCAACCTCTAGCACTATTAAAAACAGGGTCTTGCAp.Phe415SerfsTer13p.F415Sfs*13P10242protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
MYBdeletionFrame_Shift_Delc.1710delNp.Phe571LeufsTer11p.F571Lfs*11P10242protein_codingTCGA-BH-A0E7-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MYBinsertionFrame_Shift_Insnovelc.418_419insCAp.Glu141GlnfsTer81p.E141Qfs*81P10242protein_codingTCGA-BH-A0HQ-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
4602MYBCLINICALLY ACTIONABLERETINOID8670250
4602MYBCLINICALLY ACTIONABLE12-O-TETRADECANOYLPHORBOL-13-ACETATE12354938
4602MYBCLINICALLY ACTIONABLE5-FLUOROURACILFLUOROURACIL15001837
4602MYBCLINICALLY ACTIONABLEDOXORUBICINDOXORUBICIN15001837
4602MYBCLINICALLY ACTIONABLEG4460
4602MYBCLINICALLY ACTIONABLETAXOLPACLITAXEL15001837
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