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: MAP2K6

Gene summary for MAP2K6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAP2K6

Gene ID

5608

Gene namemitogen-activated protein kinase kinase 6
Gene AliasMAPKK6
Cytomap17q24.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A024R8K3


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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
5608MAP2K6HTA11_3410_2000001011HumanColorectumAD6.17e-04-3.89e-010.0155
5608MAP2K6HTA11_347_2000001011HumanColorectumAD2.39e-188.28e-01-0.1954
5608MAP2K6HTA11_7862_2000001011HumanColorectumAD1.43e-02-7.22e-02-0.0179
5608MAP2K6HTA11_7696_3000711011HumanColorectumAD7.73e-07-3.73e-010.0674
5608MAP2K6HTA11_99999974143_84620HumanColorectumMSS2.66e-15-5.03e-010.3005
5608MAP2K6A015-C-203HumanColorectumFAP1.26e-21-4.64e-01-0.1294
5608MAP2K6A015-C-204HumanColorectumFAP2.14e-09-4.69e-01-0.0228
5608MAP2K6A014-C-040HumanColorectumFAP7.05e-03-3.75e-01-0.1184
5608MAP2K6A002-C-201HumanColorectumFAP2.10e-10-3.43e-010.0324
5608MAP2K6A002-C-203HumanColorectumFAP2.38e-02-1.95e-010.2786
5608MAP2K6A001-C-119HumanColorectumFAP3.92e-06-4.68e-01-0.1557
5608MAP2K6A001-C-108HumanColorectumFAP4.07e-12-3.98e-01-0.0272
5608MAP2K6A002-C-205HumanColorectumFAP6.26e-17-4.23e-01-0.1236
5608MAP2K6A001-C-104HumanColorectumFAP9.48e-08-3.86e-010.0184
5608MAP2K6A015-C-006HumanColorectumFAP1.16e-15-5.99e-01-0.0994
5608MAP2K6A015-C-106HumanColorectumFAP3.13e-11-3.11e-01-0.0511
5608MAP2K6A002-C-114HumanColorectumFAP1.31e-13-4.43e-01-0.1561
5608MAP2K6A015-C-104HumanColorectumFAP5.82e-24-5.07e-01-0.1899
5608MAP2K6A001-C-014HumanColorectumFAP9.73e-13-4.15e-010.0135
5608MAP2K6A002-C-016HumanColorectumFAP1.08e-14-3.55e-010.0521
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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
∗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:0009743ColorectumADresponse to carbohydrate86/3918253/187238.43e-072.90e-0586
GO:0030522ColorectumADintracellular receptor signaling pathway87/3918265/187233.69e-061.03e-0487
GO:0048511ColorectumADrhythmic process94/3918298/187231.00e-052.34e-0494
GO:0072331ColorectumADsignal transduction by p53 class mediator58/3918163/187231.04e-052.40e-0458
GO:0071322ColorectumADcellular response to carbohydrate stimulus56/3918163/187234.61e-057.97e-0456
GO:1901796ColorectumADregulation of signal transduction by p53 class mediator36/391893/187236.58e-051.07e-0336
GO:0033674ColorectumADpositive regulation of kinase activity131/3918467/187231.28e-041.85e-03131
GO:0009410ColorectumADresponse to xenobiotic stimulus128/3918462/187232.69e-043.31e-03128
GO:0007568ColorectumADaging98/3918339/187232.77e-043.39e-0398
GO:0001649ColorectumADosteoblast differentiation70/3918229/187233.59e-044.18e-0370
GO:0051047ColorectumADpositive regulation of secretion90/3918310/187234.11e-044.66e-0390
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:1903532ColorectumADpositive regulation of secretion by cell82/3918282/187236.85e-047.00e-0382
GO:0045860ColorectumADpositive regulation of protein kinase activity107/3918386/187238.01e-047.92e-03107
GO:0015732ColorectumADprostaglandin transport10/391818/187231.31e-031.15e-0210
GO:0010876ColorectumADlipid localization120/3918448/187231.59e-031.33e-02120
GO:0006869ColorectumADlipid transport108/3918398/187231.67e-031.39e-02108
GO:0071900ColorectumADregulation of protein serine/threonine kinase activity98/3918359/187232.18e-031.73e-0298
GO:2000191ColorectumADregulation of fatty acid transport14/391832/187233.03e-032.25e-0214
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05014ColorectumADAmyotrophic lateral sclerosis164/2092364/84654.28e-181.27e-168.09e-17164
hsa05022ColorectumADPathways of neurodegeneration - multiple diseases201/2092476/84654.54e-181.27e-168.09e-17201
hsa05132ColorectumADSalmonella infection102/2092249/84657.65e-091.28e-078.17e-08102
hsa05135ColorectumADYersinia infection58/2092137/84653.90e-064.35e-052.78e-0558
hsa05418ColorectumADFluid shear stress and atherosclerosis54/2092139/84651.41e-041.16e-037.37e-0454
hsa05417ColorectumADLipid and atherosclerosis73/2092215/84651.31e-038.27e-035.27e-0373
hsa05170ColorectumADHuman immunodeficiency virus 1 infection72/2092212/84651.40e-038.46e-035.39e-0372
hsa04015ColorectumADRap1 signaling pathway71/2092210/84651.72e-039.68e-036.18e-0371
hsa05163ColorectumADHuman cytomegalovirus infection75/2092225/84652.00e-031.10e-027.01e-0375
hsa04912ColorectumADGnRH signaling pathway35/209293/84653.69e-031.90e-021.21e-0235
hsa04218ColorectumADCellular senescence53/2092156/84655.55e-032.48e-021.58e-0253
hsa050141ColorectumADAmyotrophic lateral sclerosis164/2092364/84654.28e-181.27e-168.09e-17164
hsa050221ColorectumADPathways of neurodegeneration - multiple diseases201/2092476/84654.54e-181.27e-168.09e-17201
hsa051321ColorectumADSalmonella infection102/2092249/84657.65e-091.28e-078.17e-08102
hsa051351ColorectumADYersinia infection58/2092137/84653.90e-064.35e-052.78e-0558
hsa054181ColorectumADFluid shear stress and atherosclerosis54/2092139/84651.41e-041.16e-037.37e-0454
hsa054171ColorectumADLipid and atherosclerosis73/2092215/84651.31e-038.27e-035.27e-0373
hsa051701ColorectumADHuman immunodeficiency virus 1 infection72/2092212/84651.40e-038.46e-035.39e-0372
hsa040151ColorectumADRap1 signaling pathway71/2092210/84651.72e-039.68e-036.18e-0371
hsa051631ColorectumADHuman cytomegalovirus infection75/2092225/84652.00e-031.10e-027.01e-0375
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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
MAP2K6SNVMissense_Mutationc.994N>Ap.Leu332Ilep.L332IP52564protein_codingdeleterious(0.03)probably_damaging(0.997)TCGA-A7-A26H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
MAP2K6SNVMissense_Mutationc.637N>Tp.Asp213Tyrp.D213YP52564protein_codingdeleterious(0.02)probably_damaging(1)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAP2K6SNVMissense_Mutationc.95N>Tp.Asp32Valp.D32VP52564protein_codingdeleterious(0.01)possibly_damaging(0.766)TCGA-BH-A0HX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadrimycinSD
MAP2K6deletionFrame_Shift_Delnovelc.591delNp.Phe198LeufsTer28p.F198Lfs*28P52564protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
MAP2K6SNVMissense_Mutationc.21N>Tp.Lys7Asnp.K7NP52564protein_codingdeleterious(0.03)benign(0.033)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAP2K6SNVMissense_Mutationnovelc.352G>Ap.Ala118Thrp.A118TP52564protein_codingdeleterious(0.01)probably_damaging(0.969)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MAP2K6SNVMissense_Mutationc.279G>Tp.Gln93Hisp.Q93HP52564protein_codingdeleterious(0)probably_damaging(0.976)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
MAP2K6SNVMissense_Mutationc.26G>Ap.Arg9Glnp.R9QP52564protein_codingdeleterious(0.01)benign(0.035)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
MAP2K6SNVMissense_Mutationc.550N>Gp.Asn184Aspp.N184DP52564protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CM-5868-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfluorouracilSD
MAP2K6SNVMissense_Mutationnovelc.469N>Gp.Lys157Glup.K157EP52564protein_codingtolerated(0.05)benign(0.03)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<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
5608MAP2K6KINASE, TRANSCRIPTION FACTOR, DRUGGABLE GENOME, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASE, TUMOR SUPPRESSORinhibitorTRAMETINIBTRAMETINIB
5608MAP2K6KINASE, TRANSCRIPTION FACTOR, DRUGGABLE GENOME, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASE, TUMOR SUPPRESSORinhibitorBAY869766
5608MAP2K6KINASE, TRANSCRIPTION FACTOR, DRUGGABLE GENOME, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASE, TUMOR SUPPRESSORinhibitorSELUMETINIBSELUMETINIB
5608MAP2K6KINASE, TRANSCRIPTION FACTOR, DRUGGABLE GENOME, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASE, TUMOR SUPPRESSORinhibitorGDC-0973COBIMETINIB
5608MAP2K6KINASE, TRANSCRIPTION FACTOR, DRUGGABLE GENOME, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASE, TUMOR SUPPRESSORinhibitorDABRAFENIB MESYLATE
5608MAP2K6KINASE, TRANSCRIPTION FACTOR, DRUGGABLE GENOME, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASE, TUMOR SUPPRESSORinhibitor135652717STAUROSPORINE
5608MAP2K6KINASE, TRANSCRIPTION FACTOR, DRUGGABLE GENOME, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASE, TUMOR SUPPRESSORinhibitorMEK162BINIMETINIB
5608MAP2K6KINASE, TRANSCRIPTION FACTOR, DRUGGABLE GENOME, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASE, TUMOR SUPPRESSORinhibitorAZD6244SELUMETINIB
5608MAP2K6KINASE, TRANSCRIPTION FACTOR, DRUGGABLE GENOME, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASE, TUMOR SUPPRESSORinhibitorPD 0325901
5608MAP2K6KINASE, TRANSCRIPTION FACTOR, DRUGGABLE GENOME, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASE, TUMOR SUPPRESSORVX-745NEFLAMAPIMOD
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