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: MAPK8

Gene summary for MAPK8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAPK8

Gene ID

5599

Gene namemitogen-activated protein kinase 8
Gene AliasJNK
Cytomap10q11.22
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

A1L4K2


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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
5599MAPK8CCI_1HumanCervixCC4.75e-076.19e-010.528
5599MAPK8CCI_2HumanCervixCC5.03e-081.12e+000.5249
5599MAPK8CCI_3HumanCervixCC7.14e-189.97e-010.516
5599MAPK8HTA11_3410_2000001011HumanColorectumAD4.49e-17-6.47e-010.0155
5599MAPK8HTA11_2487_2000001011HumanColorectumSER2.27e-04-5.57e-01-0.1808
5599MAPK8HTA11_1938_2000001011HumanColorectumAD1.69e-02-3.49e-01-0.0811
5599MAPK8HTA11_3361_2000001011HumanColorectumAD3.07e-05-6.24e-01-0.1207
5599MAPK8HTA11_696_2000001011HumanColorectumAD6.31e-18-5.38e-01-0.1464
5599MAPK8HTA11_866_2000001011HumanColorectumAD8.76e-07-4.62e-01-0.1001
5599MAPK8HTA11_1391_2000001011HumanColorectumAD6.01e-04-4.72e-01-0.059
5599MAPK8HTA11_546_2000001011HumanColorectumAD4.15e-02-5.21e-01-0.0842
5599MAPK8HTA11_866_3004761011HumanColorectumAD2.87e-07-5.14e-010.096
5599MAPK8HTA11_8622_2000001021HumanColorectumSER1.77e-02-6.41e-010.0528
5599MAPK8HTA11_10711_2000001011HumanColorectumAD1.97e-04-5.05e-010.0338
5599MAPK8HTA11_7696_3000711011HumanColorectumAD1.07e-14-5.57e-010.0674
5599MAPK8HTA11_6818_2000001011HumanColorectumAD7.85e-03-5.99e-010.0112
5599MAPK8HTA11_99999970781_79442HumanColorectumMSS5.81e-11-4.24e-010.294
5599MAPK8HTA11_99999973899_84307HumanColorectumMSS1.07e-04-5.96e-010.2585
5599MAPK8HTA11_99999974143_84620HumanColorectumMSS3.58e-12-5.48e-010.3005
5599MAPK8A015-C-203HumanColorectumFAP4.97e-18-1.79e-01-0.1294
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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
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
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
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
∗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:200124312LiverHCCnegative regulation of intrinsic apoptotic signaling pathway67/795898/187231.97e-073.55e-0667
GO:000646912LiverHCCnegative regulation of protein kinase activity126/7958212/187234.55e-077.49e-06126
GO:000863712LiverHCCapoptotic mitochondrial changes70/7958107/187231.39e-062.01e-0570
GO:007121421LiverHCCcellular response to abiotic stimulus183/7958331/187231.59e-062.26e-05183
GO:010400421LiverHCCcellular response to environmental stimulus183/7958331/187231.59e-062.26e-05183
GO:000756822LiverHCCaging185/7958339/187234.28e-065.50e-05185
GO:009015111LiverHCCestablishment of protein localization to mitochondrial membrane25/795830/187235.25e-066.54e-0525
GO:190547711LiverHCCpositive regulation of protein localization to membrane68/7958106/187235.50e-066.82e-0568
GO:000926712LiverHCCcellular response to starvation94/7958156/187235.61e-066.95e-0594
GO:005120511LiverHCCprotein insertion into membrane41/795857/187236.42e-067.83e-0541
GO:004668622LiverHCCresponse to cadmium ion47/795868/187238.13e-069.56e-0547
GO:003109822LiverHCCstress-activated protein kinase signaling cascade138/7958247/187231.43e-051.57e-04138
GO:005140322LiverHCCstress-activated MAPK cascade134/7958239/187231.50e-051.64e-04134
GO:001810511LiverHCCpeptidyl-serine phosphorylation169/7958315/187233.86e-053.81e-04169
GO:005110012LiverHCCnegative regulation of binding94/7958162/187234.69e-054.50e-0494
GO:003209112LiverHCCnegative regulation of protein binding59/795894/187235.79e-055.34e-0459
GO:007190021LiverHCCregulation of protein serine/threonine kinase activity189/7958359/187235.97e-055.47e-04189
GO:000762321LiverHCCcircadian rhythm117/7958210/187237.29e-056.54e-04117
GO:001082211LiverHCCpositive regulation of mitochondrion organization48/795874/187238.50e-057.46e-0448
GO:001820911LiverHCCpeptidyl-serine modification177/7958338/187231.45e-041.17e-03177
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0517120CervixCCCoronavirus disease - COVID-19111/1267232/84651.82e-335.90e-313.49e-31111
hsa0520820CervixCCChemical carcinogenesis - reactive oxygen species92/1267223/84654.71e-225.09e-203.01e-2092
hsa0501220CervixCCParkinson disease102/1267266/84651.81e-211.47e-198.66e-20102
hsa0502018CervixCCPrion disease98/1267273/84652.64e-181.42e-168.42e-1798
hsa0541520CervixCCDiabetic cardiomyopathy76/1267203/84651.40e-156.46e-143.82e-1476
hsa0501018CervixCCAlzheimer disease113/1267384/84659.67e-143.92e-122.32e-12113
hsa0501618CervixCCHuntington disease94/1267306/84658.49e-133.06e-111.81e-1194
hsa0502218CervixCCPathways of neurodegeneration - multiple diseases128/1267476/84652.87e-129.29e-115.50e-11128
hsa0493218CervixCCNon-alcoholic fatty liver disease58/1267155/84653.58e-121.05e-106.23e-1158
hsa0541820CervixCCFluid shear stress and atherosclerosis50/1267139/84655.71e-101.32e-087.81e-0950
hsa0513020CervixCCPathogenic Escherichia coli infection63/1267197/84659.28e-102.00e-081.19e-0863
hsa0513220CervixCCSalmonella infection74/1267249/84651.33e-092.54e-081.50e-0874
hsa0541720CervixCCLipid and atherosclerosis65/1267215/84656.47e-091.10e-076.52e-0865
hsa0516720CervixCCKaposi sarcoma-associated herpesvirus infection60/1267194/84659.74e-091.58e-079.33e-0860
hsa0414120CervixCCProtein processing in endoplasmic reticulum55/1267174/84651.74e-082.68e-071.58e-0755
hsa0513120CervixCCShigellosis69/1267247/84657.64e-081.03e-066.10e-0769
hsa0451010CervixCCFocal adhesion59/1267203/84651.53e-071.84e-061.09e-0659
hsa0516920CervixCCEpstein-Barr virus infection57/1267202/84657.30e-077.39e-064.37e-0657
hsa0516620CervixCCHuman T-cell leukemia virus 1 infection61/1267222/84658.13e-077.98e-064.72e-0661
hsa0453020CervixCCTight junction49/1267169/84651.87e-061.78e-051.05e-0549
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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
MAPK8SNVMissense_Mutationc.781N>Ap.Glu261Lysp.E261KP45983protein_codingtolerated(0.28)possibly_damaging(0.494)TCGA-A2-A04W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
MAPK8SNVMissense_Mutationc.533N>Tp.Thr178Metp.T178MP45983protein_codingdeleterious(0.01)possibly_damaging(0.838)TCGA-C5-A2LX-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
MAPK8SNVMissense_Mutationnovelc.1083N>Tp.Met361Ilep.M361IP45983protein_codingtolerated(0.29)benign(0)TCGA-C5-A8ZZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificCisplatinSD
MAPK8SNVMissense_Mutationnovelc.1079N>Gp.Val360Glyp.V360GP45983protein_codingdeleterious(0)probably_damaging(0.999)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAPK8SNVMissense_Mutationnovelc.691A>Gp.Ile231Valp.I231VP45983protein_codingtolerated(0.07)benign(0.122)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MAPK8SNVMissense_Mutationnovelc.239N>Gp.Val80Glyp.V80GP45983protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MAPK8SNVMissense_Mutationnovelc.972N>Cp.Trp324Cysp.W324CP45983protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-AD-6965-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinPD
MAPK8SNVMissense_Mutationc.112G>Cp.Gly38Argp.G38RP45983protein_codingdeleterious(0)probably_damaging(1)TCGA-AU-3779-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MAPK8SNVMissense_Mutationc.778N>Ap.Val260Ilep.V260IP45983protein_codingtolerated(0.64)benign(0.046)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
MAPK8SNVMissense_Mutationrs200350498c.124G>Ap.Ala42Thrp.A42TP45983protein_codingdeleterious(0)probably_damaging(0.948)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
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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
5599MAPK8DRUGGABLE GENOME, SERINE THREONINE KINASE, KINASE, ENZYME, TRANSCRIPTION FACTORJNJ-7706621JNJ-7706621
5599MAPK8DRUGGABLE GENOME, SERINE THREONINE KINASE, KINASE, ENZYME, TRANSCRIPTION FACTOROXYTOCINOXYTOCIN11566737
5599MAPK8DRUGGABLE GENOME, SERINE THREONINE KINASE, KINASE, ENZYME, TRANSCRIPTION FACTORCYC-116CYC-116
5599MAPK8DRUGGABLE GENOME, SERINE THREONINE KINASE, KINASE, ENZYME, TRANSCRIPTION FACTORCI-1040CI-1040
5599MAPK8DRUGGABLE GENOME, SERINE THREONINE KINASE, KINASE, ENZYME, TRANSCRIPTION FACTORinhibitorCHEMBL1950289TANZISERTIB
5599MAPK8DRUGGABLE GENOME, SERINE THREONINE KINASE, KINASE, ENZYME, TRANSCRIPTION FACTORCENISERTIBCENISERTIB
5599MAPK8DRUGGABLE GENOME, SERINE THREONINE KINASE, KINASE, ENZYME, TRANSCRIPTION FACTORsorafenibSORAFENIB20124951
5599MAPK8DRUGGABLE GENOME, SERINE THREONINE KINASE, KINASE, ENZYME, TRANSCRIPTION FACTORinhibitor249565738
5599MAPK8DRUGGABLE GENOME, SERINE THREONINE KINASE, KINASE, ENZYME, TRANSCRIPTION FACTORinhibitor374883876
5599MAPK8DRUGGABLE GENOME, SERINE THREONINE KINASE, KINASE, ENZYME, TRANSCRIPTION FACTORKEYHOLE LIMPET HEMOCYANIN15857404
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