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: MAP2K5

Gene summary for MAP2K5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAP2K5

Gene ID

5607

Gene namemitogen-activated protein kinase kinase 5
Gene AliasHsT17454
Cytomap15q23
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q13163


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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
5607MAP2K5CCI_2HumanCervixCC2.03e-035.63e-010.5249
5607MAP2K5CCI_3HumanCervixCC6.87e-086.08e-010.516
5607MAP2K5HTA11_3410_2000001011HumanColorectumAD1.26e-08-4.68e-010.0155
5607MAP2K5HTA11_866_3004761011HumanColorectumAD1.19e-03-4.38e-010.096
5607MAP2K5HTA11_10711_2000001011HumanColorectumAD2.28e-02-4.57e-010.0338
5607MAP2K5HTA11_7696_3000711011HumanColorectumAD1.98e-08-3.39e-010.0674
5607MAP2K5HTA11_99999971662_82457HumanColorectumMSS2.76e-24-6.12e-010.3859
5607MAP2K5HTA11_99999974143_84620HumanColorectumMSS6.47e-21-5.54e-010.3005
5607MAP2K5F007HumanColorectumFAP5.49e-07-4.47e-010.1176
5607MAP2K5A001-C-207HumanColorectumFAP2.03e-03-3.30e-010.1278
5607MAP2K5A015-C-203HumanColorectumFAP4.54e-49-7.04e-01-0.1294
5607MAP2K5A015-C-204HumanColorectumFAP5.01e-13-5.76e-01-0.0228
5607MAP2K5A014-C-040HumanColorectumFAP5.26e-05-4.02e-01-0.1184
5607MAP2K5A002-C-201HumanColorectumFAP3.40e-17-3.81e-010.0324
5607MAP2K5A002-C-203HumanColorectumFAP8.66e-05-2.74e-020.2786
5607MAP2K5A001-C-119HumanColorectumFAP1.28e-14-7.25e-01-0.1557
5607MAP2K5A001-C-108HumanColorectumFAP2.64e-32-5.26e-01-0.0272
5607MAP2K5A002-C-205HumanColorectumFAP5.40e-30-7.12e-01-0.1236
5607MAP2K5A001-C-104HumanColorectumFAP1.20e-13-4.02e-010.0184
5607MAP2K5A015-C-005HumanColorectumFAP5.65e-05-3.84e-01-0.0336
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
∗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:200123313LungAISregulation of apoptotic signaling pathway71/1849356/187236.10e-099.87e-0771
GO:001604912LungAIScell growth83/1849482/187233.26e-072.79e-0583
GO:200123413LungAISnegative regulation of apoptotic signaling pathway46/1849224/187231.19e-068.00e-0546
GO:003367412LungAISpositive regulation of kinase activity77/1849467/187234.67e-062.31e-0477
GO:004586012LungAISpositive regulation of protein kinase activity65/1849386/187231.27e-054.78e-0465
GO:007190012LungAISregulation of protein serine/threonine kinase activity61/1849359/187231.76e-056.17e-0461
GO:009719113LungAISextrinsic apoptotic signaling pathway41/1849219/187234.46e-051.33e-0341
GO:007190211LungAISpositive regulation of protein serine/threonine kinase activity38/1849200/187236.00e-051.65e-0338
GO:200123613LungAISregulation of extrinsic apoptotic signaling pathway31/1849151/187236.27e-051.70e-0331
GO:000166713LungAISameboidal-type cell migration73/1849475/187238.91e-052.20e-0373
GO:200123713LungAISnegative regulation of extrinsic apoptotic signaling pathway22/184997/187231.58e-043.34e-0322
GO:00434101LungAISpositive regulation of MAPK cascade72/1849480/187232.11e-044.32e-0372
GO:004592712LungAISpositive regulation of growth44/1849259/187232.48e-044.83e-0344
GO:004586113LungAISnegative regulation of proteolysis55/1849351/187233.87e-046.72e-0355
GO:009013211LungAISepithelium migration56/1849360/187234.14e-047.14e-0356
GO:005254713LungAISregulation of peptidase activity68/1849461/187235.01e-048.23e-0368
GO:001063211LungAISregulation of epithelial cell migration47/1849292/187235.47e-048.65e-0347
GO:004340511LungAISregulation of MAP kinase activity32/1849177/187235.53e-048.71e-0332
GO:009013011LungAIStissue migration56/1849365/187235.85e-049.03e-0356
GO:000155812LungAISregulation of cell growth62/1849414/187235.85e-049.03e-0362
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0541820CervixCCFluid shear stress and atherosclerosis50/1267139/84655.71e-101.32e-087.81e-0950
hsa0472214CervixCCNeurotrophin signaling pathway32/1267119/84655.01e-042.42e-031.43e-0332
hsa040109CervixCCMAPK signaling pathway62/1267302/84654.89e-031.67e-029.86e-0362
hsa04540CervixCCGap junction22/126788/84659.07e-032.85e-021.69e-0222
hsa049218CervixCCOxytocin signaling pathway34/1267154/84651.12e-023.42e-022.02e-0234
hsa05418110CervixCCFluid shear stress and atherosclerosis50/1267139/84655.71e-101.32e-087.81e-0950
hsa0472215CervixCCNeurotrophin signaling pathway32/1267119/84655.01e-042.42e-031.43e-0332
hsa0401012CervixCCMAPK signaling pathway62/1267302/84654.89e-031.67e-029.86e-0362
hsa045401CervixCCGap junction22/126788/84659.07e-032.85e-021.69e-0222
hsa0492111CervixCCOxytocin signaling pathway34/1267154/84651.12e-023.42e-022.02e-0234
hsa04722ColorectumADNeurotrophin signaling pathway50/2092119/84652.28e-052.24e-041.43e-0450
hsa05418ColorectumADFluid shear stress and atherosclerosis54/2092139/84651.41e-041.16e-037.37e-0454
hsa047221ColorectumADNeurotrophin signaling pathway50/2092119/84652.28e-052.24e-041.43e-0450
hsa054181ColorectumADFluid shear stress and atherosclerosis54/2092139/84651.41e-041.16e-037.37e-0454
hsa054184ColorectumMSSFluid shear stress and atherosclerosis51/1875139/84656.06e-055.80e-043.55e-0451
hsa047224ColorectumMSSNeurotrophin signaling pathway45/1875119/84657.04e-056.55e-044.02e-0445
hsa054185ColorectumMSSFluid shear stress and atherosclerosis51/1875139/84656.06e-055.80e-043.55e-0451
hsa047225ColorectumMSSNeurotrophin signaling pathway45/1875119/84657.04e-056.55e-044.02e-0445
hsa054188ColorectumFAPFluid shear stress and atherosclerosis45/1404139/84653.05e-064.63e-052.81e-0545
hsa047226ColorectumFAPNeurotrophin signaling pathway38/1404119/84652.49e-052.78e-041.69e-0438
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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
MAP2K5SNVMissense_Mutationrs766339386c.650N>Gp.Tyr217Cysp.Y217CQ13163protein_codingdeleterious(0.01)probably_damaging(0.921)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
MAP2K5SNVMissense_Mutationnovelc.532N>Tp.Gly178Cysp.G178CQ13163protein_codingdeleterious(0)probably_damaging(1)TCGA-OL-A97C-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
MAP2K5deletionIn_Frame_Delc.78_83delNNNNNNp.Ser26_Ala28delinsArgp.S26_A28delinsRQ13163protein_codingTCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
MAP2K5SNVMissense_Mutationnovelc.218G>Cp.Arg73Thrp.R73TQ13163protein_codingdeleterious(0)probably_damaging(0.977)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
MAP2K5SNVMissense_Mutationrs532904399c.343N>Tp.Arg115Trpp.R115WQ13163protein_codingdeleterious(0)probably_damaging(0.972)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MAP2K5SNVMissense_Mutationrs771473899c.320N>Tp.Arg107Ilep.R107IQ13163protein_codingdeleterious(0)possibly_damaging(0.809)TCGA-A6-6782-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MAP2K5SNVMissense_Mutationc.82G>Ap.Ala28Thrp.A28TQ13163protein_codingtolerated(0.24)benign(0.18)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MAP2K5SNVMissense_Mutationnovelc.206N>Ap.Arg69Glnp.R69QQ13163protein_codingdeleterious(0.01)probably_damaging(0.939)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MAP2K5SNVMissense_Mutationc.971N>Tp.Ala324Valp.A324VQ13163protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
MAP2K5SNVMissense_Mutationnovelc.40N>Cp.Asn14Hisp.N14HQ13163protein_codingdeleterious_low_confidence(0.02)benign(0)TCGA-F5-6814-01Colorectumrectum 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
5607MAP2K5KINASE, SERINE THREONINE KINASE, TYROSINE KINASE, ENZYME, DRUGGABLE GENOMEinhibitorAZD6244SELUMETINIB
5607MAP2K5KINASE, SERINE THREONINE KINASE, TYROSINE KINASE, ENZYME, DRUGGABLE GENOMEinhibitorSELUMETINIBSELUMETINIB
5607MAP2K5KINASE, SERINE THREONINE KINASE, TYROSINE KINASE, ENZYME, DRUGGABLE GENOMEWX-554WX-554
5607MAP2K5KINASE, SERINE THREONINE KINASE, TYROSINE KINASE, ENZYME, DRUGGABLE GENOMEinhibitorTRAMETINIBTRAMETINIB
5607MAP2K5KINASE, SERINE THREONINE KINASE, TYROSINE KINASE, ENZYME, DRUGGABLE GENOMEinhibitor328083482
5607MAP2K5KINASE, SERINE THREONINE KINASE, TYROSINE KINASE, ENZYME, DRUGGABLE GENOMEinhibitorMEK162BINIMETINIB
5607MAP2K5KINASE, SERINE THREONINE KINASE, TYROSINE KINASE, ENZYME, DRUGGABLE GENOMEinhibitorDABRAFENIB MESYLATE
5607MAP2K5KINASE, SERINE THREONINE KINASE, TYROSINE KINASE, ENZYME, DRUGGABLE GENOMEinhibitor249565744
5607MAP2K5KINASE, SERINE THREONINE KINASE, TYROSINE KINASE, ENZYME, DRUGGABLE GENOMEinhibitorGDC-0973COBIMETINIB
5607MAP2K5KINASE, SERINE THREONINE KINASE, TYROSINE KINASE, ENZYME, DRUGGABLE GENOMEinhibitorBAY869766
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