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: MAP3K20

Gene summary for MAP3K20

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAP3K20

Gene ID

51776

Gene namemitogen-activated protein kinase kinase kinase 20
Gene AliasAZK
Cytomap2q31.1
Gene Typeprotein-coding
GO ID

GO:0000075

UniProtAcc

Q9NYL2


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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
51776MAP3K20HTA11_3410_2000001011HumanColorectumAD5.97e-041.48e-010.0155
51776MAP3K20HTA11_1391_2000001011HumanColorectumAD3.98e-035.21e-01-0.059
51776MAP3K20HTA11_866_3004761011HumanColorectumAD7.02e-135.33e-010.096
51776MAP3K20HTA11_99999970781_79442HumanColorectumMSS1.96e-10-2.54e-010.294
51776MAP3K20HTA11_99999971662_82457HumanColorectumMSS8.94e-11-2.54e-010.3859
51776MAP3K20HTA11_99999974143_84620HumanColorectumMSS9.32e-10-2.54e-010.3005
51776MAP3K20A015-C-203HumanColorectumFAP4.41e-02-5.99e-02-0.1294
51776MAP3K20A015-C-006HumanColorectumFAP4.84e-023.47e-01-0.0994
51776MAP3K20A015-C-104HumanColorectumFAP1.77e-02-1.39e-01-0.1899
51776MAP3K20A002-C-016HumanColorectumFAP4.84e-02-1.30e-010.0521
51776MAP3K20A001-C-007HumanColorectumCRC5.20e-035.82e-010.1899
51776MAP3K20A002-C-116HumanColorectumFAP6.75e-04-1.71e-01-0.0452
51776MAP3K20CRC-1-8810HumanColorectumCRC5.33e-279.89e-010.6257
51776MAP3K20CRC-3-11773HumanColorectumCRC3.31e-096.24e-010.2564
51776MAP3K20AEH-subject1HumanEndometriumAEH1.85e-092.24e-01-0.3059
51776MAP3K20AEH-subject2HumanEndometriumAEH4.29e-061.85e-01-0.2525
51776MAP3K20AEH-subject3HumanEndometriumAEH3.87e-051.92e-01-0.2576
51776MAP3K20AEH-subject4HumanEndometriumAEH9.74e-113.15e-01-0.2657
51776MAP3K20AEH-subject5HumanEndometriumAEH1.30e-143.15e-01-0.2953
51776MAP3K20EEC-subject1HumanEndometriumEEC3.89e-103.18e-01-0.2682
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:2001020ColorectumADregulation of response to DNA damage stimulus71/3918219/187234.38e-057.65e-0471
GO:0051403ColorectumADstress-activated MAPK cascade72/3918239/187234.77e-045.25e-0372
GO:0031098ColorectumADstress-activated protein kinase signaling cascade74/3918247/187234.80e-045.27e-0374
GO:2001022ColorectumADpositive regulation of response to DNA damage stimulus36/3918105/187231.02e-039.47e-0336
GO:0048736ColorectumADappendage development51/3918172/187234.20e-032.89e-0251
GO:0060173ColorectumADlimb development51/3918172/187234.20e-032.89e-0251
GO:0007346ColorectumADregulation of mitotic cell cycle119/3918457/187234.60e-033.14e-02119
GO:0045787ColorectumADpositive regulation of cell cycle85/3918313/187234.76e-033.22e-0285
GO:20010202ColorectumMSSregulation of response to DNA damage stimulus64/3467219/187237.20e-051.21e-0364
GO:00310982ColorectumMSSstress-activated protein kinase signaling cascade67/3467247/187235.28e-045.99e-0367
GO:00514032ColorectumMSSstress-activated MAPK cascade65/3467239/187235.87e-046.49e-0365
GO:20010221ColorectumMSSpositive regulation of response to DNA damage stimulus33/3467105/187239.83e-049.86e-0333
GO:00457871ColorectumMSSpositive regulation of cell cycle80/3467313/187231.15e-031.12e-0280
GO:00487362ColorectumMSSappendage development48/3467172/187231.61e-031.46e-0248
GO:00601732ColorectumMSSlimb development48/3467172/187231.61e-031.46e-0248
GO:00073461ColorectumMSSregulation of mitotic cell cycle108/3467457/187233.30e-032.50e-02108
GO:0090068ColorectumMSSpositive regulation of cell cycle process60/3467236/187235.01e-033.46e-0260
GO:0071480ColorectumMSScellular response to gamma radiation12/346731/187236.80e-034.39e-0212
GO:00310983ColorectumFAPstress-activated protein kinase signaling cascade61/2622247/187234.79e-061.57e-0461
GO:00514033ColorectumFAPstress-activated MAPK cascade59/2622239/187236.90e-062.11e-0459
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04010ColorectumFAPMAPK signaling pathway68/1404302/84654.00e-031.67e-021.02e-0268
hsa040101ColorectumFAPMAPK signaling pathway68/1404302/84654.00e-031.67e-021.02e-0268
hsa040102ColorectumCRCMAPK signaling pathway56/1091302/84652.76e-031.77e-021.20e-0256
hsa040103ColorectumCRCMAPK signaling pathway56/1091302/84652.76e-031.77e-021.20e-0256
hsa040108LungIACMAPK signaling pathway62/1053302/84653.54e-056.38e-044.24e-0462
hsa0401011LungIACMAPK signaling pathway62/1053302/84653.54e-056.38e-044.24e-0462
hsa0401021LungAISMAPK signaling pathway57/961302/84656.41e-059.43e-046.03e-0457
hsa0401031LungAISMAPK signaling pathway57/961302/84656.41e-059.43e-046.03e-0457
hsa040104LungAAHMAPK signaling pathway27/348302/84651.13e-046.32e-035.08e-0327
hsa040105LungAAHMAPK signaling pathway27/348302/84651.13e-046.32e-035.08e-0327
hsa040106LungMIACMAPK signaling pathway32/507302/84651.12e-031.36e-029.81e-0332
hsa040107LungMIACMAPK signaling pathway32/507302/84651.12e-031.36e-029.81e-0332
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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
∗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
MAP3K20SNVMissense_Mutationrs565333842c.5N>Tp.Ser2Leup.S2LQ9NYL2protein_codingtolerated_low_confidence(0.45)benign(0.003)TCGA-C8-A275-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MAP3K20SNVMissense_Mutationc.1061A>Gp.Lys354Argp.K354RQ9NYL2protein_codingtolerated(0.23)possibly_damaging(0.596)TCGA-D8-A27I-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadrimycin+cyclophosphamideSD
MAP3K20SNVMissense_Mutationc.2218N>Tp.Pro740Serp.P740SQ9NYL2protein_codingdeleterious_low_confidence(0.02)benign(0.015)TCGA-E2-A15A-06Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
MAP3K20insertionFrame_Shift_Insnovelc.2347_2348insAGCCTCAGGATCTCTCCTGTGGACACGTGAAp.Ala783GlufsTer15p.A783Efs*15Q9NYL2protein_codingTCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MAP3K20SNVMissense_Mutationc.1456N>Ap.Glu486Lysp.E486KQ9NYL2protein_codingdeleterious(0.01)possibly_damaging(0.836)TCGA-C5-A1BK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MAP3K20SNVMissense_Mutationnovelc.1024N>Ap.Asp342Asnp.D342NQ9NYL2protein_codingdeleterious(0.02)benign(0.21)TCGA-VS-A8EK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
MAP3K20SNVMissense_Mutationnovelc.1288N>Ap.Glu430Lysp.E430KQ9NYL2protein_codingtolerated(0.57)benign(0.007)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAP3K20SNVMissense_Mutationnovelc.407C>Tp.Ser136Leup.S136LQ9NYL2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-ZJ-AAXJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MAP3K20deletionFrame_Shift_Delc.659delNp.Asn222ThrfsTer4p.N222Tfs*4Q9NYL2protein_codingTCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAP3K20SNVMissense_Mutationc.1129C>Tp.Arg377Trpp.R377WQ9NYL2protein_codingdeleterious(0)probably_damaging(0.966)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
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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
51776MAP3K20KINASE, DRUGGABLE GENOME, SERINE THREONINE KINASE, ENZYMECYC-116CYC-116
51776MAP3K20KINASE, DRUGGABLE GENOME, SERINE THREONINE KINASE, ENZYMEGNF-PF-3023CHEMBL535331
51776MAP3K20KINASE, DRUGGABLE GENOME, SERINE THREONINE KINASE, ENZYMELAS38096CHEMBL375293
51776MAP3K20KINASE, DRUGGABLE GENOME, SERINE THREONINE KINASE, ENZYMECENISERTIBCENISERTIB
51776MAP3K20KINASE, DRUGGABLE GENOME, SERINE THREONINE KINASE, ENZYMESP-600125SP-600125
51776MAP3K20KINASE, DRUGGABLE GENOME, SERINE THREONINE KINASE, ENZYMEILORASERTIBILORASERTIB
51776MAP3K20KINASE, DRUGGABLE GENOME, SERINE THREONINE KINASE, ENZYMEinhibitor384403681
51776MAP3K20KINASE, DRUGGABLE GENOME, SERINE THREONINE KINASE, ENZYMEDOVITINIBDOVITINIB
51776MAP3K20KINASE, DRUGGABLE GENOME, SERINE THREONINE KINASE, ENZYMEGW441756XGW441756X
51776MAP3K20KINASE, DRUGGABLE GENOME, SERINE THREONINE KINASE, ENZYMESNS-314SNS-314
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