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: MAPK6

Gene summary for MAPK6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAPK6

Gene ID

5597

Gene namemitogen-activated protein kinase 6
Gene AliasERK3
Cytomap15q21.2
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q16659


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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
5597MAPK6LZE2THumanEsophagusESCC2.25e-022.88e-010.082
5597MAPK6LZE4THumanEsophagusESCC7.85e-135.35e-010.0811
5597MAPK6LZE8THumanEsophagusESCC1.19e-043.18e-020.067
5597MAPK6LZE22D1HumanEsophagusHGIN3.16e-03-3.99e-030.0595
5597MAPK6LZE24THumanEsophagusESCC1.68e-078.59e-020.0596
5597MAPK6LZE21THumanEsophagusESCC1.46e-048.51e-020.0655
5597MAPK6P2T-EHumanEsophagusESCC4.06e-093.05e-020.1177
5597MAPK6P4T-EHumanEsophagusESCC1.08e-185.82e-010.1323
5597MAPK6P5T-EHumanEsophagusESCC5.42e-173.10e-010.1327
5597MAPK6P8T-EHumanEsophagusESCC1.13e-214.33e-010.0889
5597MAPK6P9T-EHumanEsophagusESCC6.97e-185.19e-010.1131
5597MAPK6P10T-EHumanEsophagusESCC1.02e-214.86e-010.116
5597MAPK6P11T-EHumanEsophagusESCC5.98e-083.20e-010.1426
5597MAPK6P12T-EHumanEsophagusESCC1.72e-133.25e-010.1122
5597MAPK6P15T-EHumanEsophagusESCC5.04e-134.80e-010.1149
5597MAPK6P16T-EHumanEsophagusESCC2.81e-185.05e-020.1153
5597MAPK6P17T-EHumanEsophagusESCC2.37e-043.69e-020.1278
5597MAPK6P19T-EHumanEsophagusESCC2.63e-027.84e-010.1662
5597MAPK6P20T-EHumanEsophagusESCC8.49e-122.94e-010.1124
5597MAPK6P21T-EHumanEsophagusESCC4.85e-233.73e-010.1617
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:001635816EsophagusESCCdendrite development130/8552243/187238.33e-032.95e-02130
GO:00163585LiverNAFLDdendrite development43/1882243/187231.70e-043.07e-0343
GO:00609963LiverNAFLDdendritic spine development21/188299/187237.26e-049.27e-0321
GO:00609982LiverNAFLDregulation of dendritic spine development13/188261/187236.77e-034.79e-0213
GO:0060999LiverHCCpositive regulation of dendritic spine development27/795842/187233.60e-031.60e-0227
GO:006099611LiverHCCdendritic spine development54/795899/187231.03e-023.86e-0254
GO:001635811LiverHCCdendrite development121/7958243/187231.26e-024.56e-02121
GO:00609981LiverHCCregulation of dendritic spine development35/795861/187231.35e-024.82e-0235
GO:001635810Oral cavityOSCCdendrite development113/7305243/187231.00e-023.49e-02113
GO:00609967Oral cavityOSCCdendritic spine development50/730599/187231.31e-024.34e-0250
GO:001635815Oral cavityEOLPdendrite development55/2218243/187231.43e-063.42e-0555
GO:006099614Oral cavityEOLPdendritic spine development27/221899/187232.21e-053.37e-0427
GO:00609986Oral cavityEOLPregulation of dendritic spine development18/221861/187231.69e-041.78e-0318
GO:00609993Oral cavityEOLPpositive regulation of dendritic spine development13/221842/187238.03e-046.31e-0313
GO:001635822Oral cavityNEOLPdendrite development55/2005243/187235.38e-082.16e-0655
GO:006099621Oral cavityNEOLPdendritic spine development23/200599/187232.57e-042.62e-0323
GO:006099813Oral cavityNEOLPregulation of dendritic spine development14/200561/187234.41e-032.48e-0214
GO:00609968SkinAKdendritic spine development27/191099/187231.34e-064.15e-0527
GO:001635817SkinAKdendrite development49/1910243/187232.42e-066.72e-0549
GO:00609987SkinAKregulation of dendritic spine development16/191061/187233.03e-043.12e-0316
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0465726EsophagusHGINIL-17 signaling pathway25/138394/84657.52e-034.63e-023.68e-0225
hsa04657113EsophagusHGINIL-17 signaling pathway25/138394/84657.52e-034.63e-023.68e-0225
hsa0465727EsophagusESCCIL-17 signaling pathway66/420594/84653.93e-051.75e-048.99e-0566
hsa0465734EsophagusESCCIL-17 signaling pathway66/420594/84653.93e-051.75e-048.99e-0566
hsa0465724Oral cavityOSCCIL-17 signaling pathway64/370494/84651.48e-067.87e-064.01e-0664
hsa04657112Oral cavityOSCCIL-17 signaling pathway64/370494/84651.48e-067.87e-064.01e-0664
hsa0465725Oral cavityLPIL-17 signaling pathway47/241894/84658.45e-066.25e-054.03e-0547
hsa0465733Oral cavityLPIL-17 signaling pathway47/241894/84658.45e-066.25e-054.03e-0547
hsa0465743Oral cavityEOLPIL-17 signaling pathway24/121894/84652.98e-039.61e-035.67e-0324
hsa0465753Oral cavityEOLPIL-17 signaling pathway24/121894/84652.98e-039.61e-035.67e-0324
hsa0465761Oral cavityNEOLPIL-17 signaling pathway22/111294/84654.40e-031.75e-021.10e-0222
hsa0465771Oral cavityNEOLPIL-17 signaling pathway22/111294/84654.40e-031.75e-021.10e-0222
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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
MAPK6SNVMissense_Mutationc.147N>Cp.Lys49Asnp.K49NQ16659protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A2-A0D2-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
MAPK6SNVMissense_Mutationc.784N>Cp.Val262Leup.V262LQ16659protein_codingdeleterious(0.05)probably_damaging(0.956)TCGA-BH-A202-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
MAPK6SNVMissense_Mutationnovelc.2158N>Gp.Leu720Valp.L720VQ16659protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.952)TCGA-BH-A28O-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanCR
MAPK6SNVMissense_Mutationc.1159G>Tp.Asp387Tyrp.D387YQ16659protein_codingdeleterious(0)probably_damaging(0.997)TCGA-D8-A1XY-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytamoxiphenSD
MAPK6SNVMissense_Mutationnovelc.1460C>Tp.Ser487Phep.S487FQ16659protein_codingtolerated_low_confidence(0.24)benign(0)TCGA-DS-A5RQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinCR
MAPK6SNVMissense_Mutationnovelc.2099C>Gp.Ser700Cysp.S700CQ16659protein_codingtolerated_low_confidence(0.33)benign(0.001)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
MAPK6SNVMissense_Mutationc.140N>Tp.Ala47Valp.A47VQ16659protein_codingdeleterious(0)probably_damaging(0.994)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MAPK6SNVMissense_Mutationc.7G>Ap.Glu3Lysp.E3KQ16659protein_codingdeleterious(0.01)probably_damaging(0.971)TCGA-A6-6648-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinPD
MAPK6SNVMissense_Mutationnovelc.100G>Tp.Val34Phep.V34FQ16659protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MAPK6SNVMissense_Mutationc.533T>Cp.Met178Thrp.M178TQ16659protein_codingtolerated(0.3)possibly_damaging(0.652)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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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
5597MAPK6KINASE, DRUGGABLE GENOME, ENZYME, SERINE THREONINE KINASEsorafenibSORAFENIB20124951
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