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: MAPK10

Gene summary for MAPK10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAPK10

Gene ID

5602

Gene namemitogen-activated protein kinase 10
Gene AliasJNK3
Cytomap4q21.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

A0A286YF97


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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
5602MAPK10CCI_1HumanCervixCC1.40e-302.46e+000.528
5602MAPK10CCI_3HumanCervixCC6.47e-031.04e+000.516
5602MAPK10TD9HumanLungIAC5.75e-069.27e-010.088
5602MAPK10RNA-P10T2-P10T2-1HumanLungAAH3.29e-049.52e-01-0.1271
5602MAPK10RNA-P10T2-P10T2-2HumanLungAAH9.24e-101.25e+00-0.1406
5602MAPK10RNA-P10T2-P10T2-3HumanLungAAH5.89e-059.65e-01-0.1408
5602MAPK10RNA-P10T2-P10T2-4HumanLungAAH2.47e-101.26e+00-0.138
5602MAPK10RNA-P17T-P17T-8HumanLungIAC1.46e-035.38e-010.3329
5602MAPK10RNA-P18T-P18T-2HumanLungIAC2.18e-021.21e+000.1129
5602MAPK10RNA-P18T-P18T-4HumanLungIAC1.20e-051.51e+000.1024
5602MAPK10RNA-P18T-P18T-8HumanLungIAC1.77e-041.55e+000.1151
5602MAPK10RNA-P25T1-P25T1-1HumanLungAIS2.23e-251.17e+00-0.2116
5602MAPK10RNA-P25T1-P25T1-2HumanLungAIS4.30e-121.15e+00-0.1941
5602MAPK10RNA-P25T1-P25T1-3HumanLungAIS2.42e-151.09e+00-0.2107
5602MAPK10RNA-P25T1-P25T1-4HumanLungAIS1.26e-231.16e+00-0.2119
5602MAPK10RNA-P6T1-P6T1-1HumanLungMIAC9.11e-081.33e+00-0.0238
5602MAPK10RNA-P6T1-P6T1-2HumanLungMIAC2.11e-071.26e+00-0.0186
5602MAPK10RNA-P6T1-P6T1-3HumanLungMIAC4.76e-061.27e+00-0.0296
5602MAPK10RNA-P6T1-P6T1-4HumanLungMIAC2.06e-131.42e+00-0.0263
5602MAPK10RNA-P6T2-P6T2-1HumanLungIAC1.77e-631.54e+00-0.0166
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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
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
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
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:19907788CervixCCprotein localization to cell periphery78/2311333/187231.22e-089.73e-0778
GO:006219710CervixCCcellular response to chemical stress76/2311337/187231.01e-075.25e-0676
GO:00027644CervixCCimmune response-regulating signaling pathway97/2311468/187231.49e-077.07e-0697
GO:00075689CervixCCaging75/2311339/187232.75e-071.13e-0575
GO:00310988CervixCCstress-activated protein kinase signaling cascade58/2311247/187238.02e-072.89e-0558
GO:00485118CervixCCrhythmic process65/2311298/187232.79e-068.04e-0565
GO:00514038CervixCCstress-activated MAPK cascade55/2311239/187232.96e-068.31e-0555
GO:00380933CervixCCFc receptor signaling pathway19/231150/187233.42e-069.17e-0519
GO:00510904CervixCCregulation of DNA-binding transcription factor activity87/2311440/187234.85e-061.22e-0487
GO:00712148CervixCCcellular response to abiotic stimulus69/2311331/187237.36e-061.73e-0469
GO:01040048CervixCCcellular response to environmental stimulus69/2311331/187237.36e-061.73e-0469
GO:00075695CervixCCcell aging34/2311132/187231.92e-053.53e-0434
GO:00093149CervixCCresponse to radiation86/2311456/187233.50e-055.63e-0486
GO:00988767CervixCCvesicle-mediated transport to the plasma membrane34/2311136/187233.75e-055.91e-0434
GO:0038095CervixCCFc-epsilon receptor signaling pathway11/231124/187235.28e-057.88e-0411
GO:00076238CervixCCcircadian rhythm46/2311210/187236.76e-059.60e-0446
GO:00901509CervixCCestablishment of protein localization to membrane54/2311260/187237.67e-051.05e-0354
GO:00903981CervixCCcellular senescence25/231193/187231.11e-041.40e-0325
GO:00011016CervixCCresponse to acid chemical31/2311135/187234.16e-044.22e-0331
GO:0002768CervixCCimmune response-regulating cell surface receptor signaling pathway59/2311315/187236.64e-046.11e-0359
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0541829ProstateTumorFluid shear stress and atherosclerosis58/1791139/84652.70e-083.44e-072.13e-0758
hsa0406822ProstateTumorFoxO signaling pathway54/1791131/84651.32e-071.51e-069.36e-0754
hsa0516629ProstateTumorHuman T-cell leukemia virus 1 infection78/1791222/84657.99e-078.02e-064.97e-0678
hsa0516927ProstateTumorEpstein-Barr virus infection72/1791202/84651.15e-061.09e-056.73e-0672
hsa0521025ProstateTumorColorectal cancer38/179186/84651.24e-061.14e-057.08e-0638
hsa0501724ProstateTumorSpinocerebellar ataxia54/1791143/84653.50e-063.13e-051.94e-0554
hsa0516728ProstateTumorKaposi sarcoma-associated herpesvirus infection67/1791194/84659.21e-067.81e-054.85e-0567
hsa0413727ProstateTumorMitophagy - animal30/179172/84656.31e-054.64e-042.88e-0430
hsa0421025ProstateTumorApoptosis48/1791136/84659.03e-056.10e-043.78e-0448
hsa0514523ProstateTumorToxoplasmosis40/1791112/84652.55e-041.43e-038.87e-0440
hsa0466821ProstateTumorTNF signaling pathway40/1791114/84653.88e-042.07e-031.29e-0340
hsa0401022ProstateTumorMAPK signaling pathway87/1791302/84658.46e-043.94e-032.45e-0387
hsa0541729ProstateTumorLipid and atherosclerosis65/1791215/84659.79e-044.44e-032.75e-0365
hsa0491022ProstateTumorInsulin signaling pathway44/1791137/84651.69e-037.10e-034.40e-0344
hsa0517026ProstateTumorHuman immunodeficiency virus 1 infection62/1791212/84653.05e-031.12e-026.94e-0362
hsa0414023ProstateTumorAutophagy - animal44/1791141/84653.16e-031.15e-027.12e-0344
hsa0493322ProstateTumorAGE-RAGE signaling pathway in diabetic complications33/1791100/84653.79e-031.36e-028.46e-0333
hsa0421721ProstateTumorNecroptosis46/1791159/84651.20e-023.68e-022.28e-0246
hsa0501237ProstateTumorParkinson disease144/1791266/84653.33e-331.10e-306.83e-31144
hsa0502036ProstateTumorPrion disease142/1791273/84652.80e-303.09e-281.92e-28142
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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
MAPK10SNVMissense_Mutationc.545N>Gp.Ser182Cysp.S182CP53779protein_codingdeleterious(0)probably_damaging(0.93)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
MAPK10SNVMissense_Mutationc.644N>Ap.Gly215Aspp.G215DP53779protein_codingtolerated(0.64)benign(0.013)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAPK10SNVMissense_Mutationrs143720396c.242N>Tp.Ala81Valp.A81VP53779protein_codingdeleterious(0.01)probably_damaging(0.954)TCGA-AR-A1AI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanPD
MAPK10SNVMissense_Mutationc.712N>Tp.Met238Leup.M238LP53779protein_codingtolerated(0.1)benign(0.03)TCGA-AR-A24Q-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
MAPK10SNVMissense_Mutationc.328C>Gp.Arg110Glyp.R110GP53779protein_codingdeleterious(0)probably_damaging(1)TCGA-GM-A2DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilPD
MAPK10insertionIn_Frame_Insnovelc.1309_1310insTTGATGATAAGAATCTCTCTCTGGAACTGAGCAGAATTGp.Ser437delinsPheAspAspLysAsnLeuSerLeuGluLeuSerArgIleAlap.S437delinsFDDKNLSLELSRIAP53779protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
MAPK10insertionIn_Frame_Insnovelc.1113_1114insAAAGCTTGCCCCp.Pro371_Pro372insLysAlaCysProp.P371_P372insKACPP53779protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAPK10SNVMissense_Mutationnovelc.1120N>Gp.Gln374Glup.Q374EP53779protein_codingtolerated(0.61)benign(0.001)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
MAPK10SNVMissense_Mutationrs752620406c.680N>Ap.Arg227Hisp.R227HP53779protein_codingdeleterious(0.01)possibly_damaging(0.466)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MAPK10SNVMissense_Mutationrs757125320c.959C>Tp.Ala320Valp.A320VP53779protein_codingtolerated(0.2)benign(0.041)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
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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
5602MAPK10KINASE, TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, SERINE THREONINE KINASEDORAMAPIMODDORAMAPIMOD
5602MAPK10KINASE, TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, SERINE THREONINE KINASEPMID25991433-Compound-P6
5602MAPK10KINASE, TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, SERINE THREONINE KINASEAM-111BRIMAPITIDE, C-TERMINAL ACID
5602MAPK10KINASE, TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, SERINE THREONINE KINASEPMID25991433-Compound-P4
5602MAPK10KINASE, TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, SERINE THREONINE KINASEBLEOMYCIN A514675139
5602MAPK10KINASE, TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, SERINE THREONINE KINASEinhibitor178102620
5602MAPK10KINASE, TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, SERINE THREONINE KINASESB-202190SB-20219022951114
5602MAPK10KINASE, TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, SERINE THREONINE KINASEAG-1879CHEMBL406845
5602MAPK10KINASE, TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, SERINE THREONINE KINASEARSENIC TRIOXIDE17332940
5602MAPK10KINASE, TRANSCRIPTION FACTOR, ENZYME, DRUGGABLE GENOME, SERINE THREONINE KINASEAST-487AST-487
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