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: MAPKAPK3

Gene summary for MAPKAPK3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAPKAPK3

Gene ID

7867

Gene nameMAPK activated protein kinase 3
Gene Alias3PK
Cytomap3p21.2
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

A0A024R2W7


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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
7867MAPKAPK3LZE4THumanEsophagusESCC6.94e-039.99e-020.0811
7867MAPKAPK3LZE22THumanEsophagusESCC1.17e-021.89e-010.068
7867MAPKAPK3LZE24THumanEsophagusESCC3.76e-071.36e-010.0596
7867MAPKAPK3LZE6THumanEsophagusESCC1.14e-022.04e-010.0845
7867MAPKAPK3P2T-EHumanEsophagusESCC3.32e-111.18e-010.1177
7867MAPKAPK3P4T-EHumanEsophagusESCC7.49e-082.71e-010.1323
7867MAPKAPK3P5T-EHumanEsophagusESCC2.30e-041.03e-010.1327
7867MAPKAPK3P8T-EHumanEsophagusESCC5.02e-075.04e-020.0889
7867MAPKAPK3P9T-EHumanEsophagusESCC1.08e-059.33e-020.1131
7867MAPKAPK3P10T-EHumanEsophagusESCC7.94e-107.22e-020.116
7867MAPKAPK3P11T-EHumanEsophagusESCC1.01e-022.32e-010.1426
7867MAPKAPK3P12T-EHumanEsophagusESCC1.94e-142.34e-010.1122
7867MAPKAPK3P15T-EHumanEsophagusESCC6.25e-081.74e-010.1149
7867MAPKAPK3P16T-EHumanEsophagusESCC3.41e-132.37e-010.1153
7867MAPKAPK3P17T-EHumanEsophagusESCC2.83e-042.37e-010.1278
7867MAPKAPK3P20T-EHumanEsophagusESCC1.60e-091.03e-010.1124
7867MAPKAPK3P21T-EHumanEsophagusESCC7.11e-275.70e-010.1617
7867MAPKAPK3P22T-EHumanEsophagusESCC7.45e-181.67e-010.1236
7867MAPKAPK3P23T-EHumanEsophagusESCC2.01e-122.74e-010.108
7867MAPKAPK3P24T-EHumanEsophagusESCC4.11e-173.30e-010.1287
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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:00069072Oral cavityOSCCpinocytosis16/730522/187231.40e-036.79e-0316
GO:00022243Oral cavityOSCCtoll-like receptor signaling pathway63/7305121/187232.36e-031.04e-0263
GO:00027646Oral cavityOSCCimmune response-regulating signaling pathway212/7305468/187232.93e-031.27e-02212
GO:004677715SkincSCCprotein autophosphorylation84/4864227/187231.53e-041.35e-0384
GO:001820923SkincSCCpeptidyl-serine modification108/4864338/187237.73e-033.60e-02108
GO:004677716ThyroidPTCprotein autophosphorylation110/5968227/187231.25e-072.44e-06110
GO:001810518ThyroidPTCpeptidyl-serine phosphorylation143/5968315/187232.94e-075.04e-06143
GO:001820916ThyroidPTCpeptidyl-serine modification151/5968338/187234.61e-077.51e-06151
GO:00022215ThyroidPTCpattern recognition receptor signaling pathway77/5968172/187232.56e-041.84e-0377
GO:00069074ThyroidPTCpinocytosis14/596822/187232.16e-031.15e-0214
GO:001810519ThyroidATCpeptidyl-serine phosphorylation153/6293315/187232.28e-084.42e-07153
GO:001820917ThyroidATCpeptidyl-serine modification161/6293338/187235.23e-089.44e-07161
GO:004677717ThyroidATCprotein autophosphorylation114/6293227/187231.54e-072.49e-06114
GO:000222114ThyroidATCpattern recognition receptor signaling pathway80/6293172/187232.89e-041.84e-0380
GO:000690712ThyroidATCpinocytosis13/629322/187231.25e-024.38e-0213
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0401014Oral cavityOSCCMAPK signaling pathway165/3704302/84657.11e-052.74e-041.40e-04165
hsa04370Oral cavityOSCCVEGF signaling pathway37/370459/84652.53e-036.62e-033.37e-0337
hsa0401015Oral cavityOSCCMAPK signaling pathway165/3704302/84657.11e-052.74e-041.40e-04165
hsa043701Oral cavityOSCCVEGF signaling pathway37/370459/84652.53e-036.62e-033.37e-0337
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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
MAPKAPK3SNVMissense_Mutationc.405N>Ap.Asp135Glup.D135EQ16644protein_codingtolerated(0.2)benign(0.072)TCGA-BH-A18H-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
MAPKAPK3SNVMissense_Mutationrs759497061c.335G>Ap.Arg112Hisp.R112HQ16644protein_codingdeleterious(0)probably_damaging(0.939)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAPKAPK3SNVMissense_Mutationc.952G>Ap.Ala318Thrp.A318TQ16644protein_codingtolerated(0.33)benign(0.013)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAPKAPK3SNVMissense_Mutationnovelc.1118N>Ap.Ser373Tyrp.S373YQ16644protein_codingdeleterious(0.01)benign(0.254)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAPKAPK3SNVMissense_Mutationnovelc.539A>Cp.Asp180Alap.D180AQ16644protein_codingdeleterious(0.02)benign(0.309)TCGA-AA-A01I-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MAPKAPK3SNVMissense_Mutationrs372421280c.541N>Ap.Ala181Thrp.A181TQ16644protein_codingtolerated(0.11)benign(0.014)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
MAPKAPK3SNVMissense_Mutationc.1112N>Ap.Gly371Aspp.G371DQ16644protein_codingtolerated(0.09)benign(0.001)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MAPKAPK3SNVMissense_Mutationnovelc.800A>Cp.Asn267Thrp.N267TQ16644protein_codingtolerated(0.1)benign(0.025)TCGA-AJ-A3BG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
MAPKAPK3SNVMissense_Mutationc.1056N>Tp.Lys352Asnp.K352NQ16644protein_codingdeleterious(0.02)possibly_damaging(0.87)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
MAPKAPK3SNVMissense_Mutationnovelc.316N>Gp.Asn106Aspp.N106DQ16644protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
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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
7867MAPKAPK3ENZYME, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTORinhibitor249565857
7867MAPKAPK3ENZYME, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTORLAUROGUADINELAUROGUADINE
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