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: MAPKAPK5

Gene summary for MAPKAPK5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAPKAPK5

Gene ID

8550

Gene nameMAPK activated protein kinase 5
Gene AliasMAPKAP-K5
Cytomap12q24.12-q24.13
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q8IW41


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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
8550MAPKAPK5LZE4THumanEsophagusESCC1.37e-079.07e-020.0811
8550MAPKAPK5LZE7THumanEsophagusESCC8.64e-041.42e-010.0667
8550MAPKAPK5LZE22THumanEsophagusESCC2.44e-033.94e-010.068
8550MAPKAPK5LZE24THumanEsophagusESCC8.80e-123.38e-010.0596
8550MAPKAPK5LZE21THumanEsophagusESCC2.45e-032.72e-010.0655
8550MAPKAPK5P1T-EHumanEsophagusESCC2.08e-083.92e-010.0875
8550MAPKAPK5P2T-EHumanEsophagusESCC5.40e-488.80e-010.1177
8550MAPKAPK5P4T-EHumanEsophagusESCC1.02e-214.78e-010.1323
8550MAPKAPK5P5T-EHumanEsophagusESCC2.64e-102.51e-010.1327
8550MAPKAPK5P8T-EHumanEsophagusESCC3.50e-234.02e-010.0889
8550MAPKAPK5P9T-EHumanEsophagusESCC2.85e-131.17e-010.1131
8550MAPKAPK5P10T-EHumanEsophagusESCC2.11e-223.80e-010.116
8550MAPKAPK5P11T-EHumanEsophagusESCC1.67e-104.19e-010.1426
8550MAPKAPK5P12T-EHumanEsophagusESCC1.02e-162.77e-010.1122
8550MAPKAPK5P15T-EHumanEsophagusESCC3.44e-163.81e-010.1149
8550MAPKAPK5P16T-EHumanEsophagusESCC4.71e-244.22e-010.1153
8550MAPKAPK5P17T-EHumanEsophagusESCC2.52e-093.30e-010.1278
8550MAPKAPK5P19T-EHumanEsophagusESCC1.62e-043.63e-010.1662
8550MAPKAPK5P20T-EHumanEsophagusESCC5.32e-214.22e-010.1124
8550MAPKAPK5P21T-EHumanEsophagusESCC6.31e-295.63e-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
∗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:00467779Oral cavityOSCCprotein autophosphorylation123/7305227/187232.31e-062.93e-05123
GO:000700410Oral cavityOSCCtelomere maintenance via telomerase46/730569/187233.00e-063.66e-0546
GO:200057316Oral cavityOSCCpositive regulation of DNA biosynthetic process44/730566/187234.91e-065.57e-0544
GO:200125216Oral cavityOSCCpositive regulation of chromosome organization52/730582/187236.56e-067.24e-0552
GO:001083316Oral cavityOSCCtelomere maintenance via telomere lengthening50/730581/187232.87e-052.64e-0450
GO:00062789Oral cavityOSCCRNA-dependent DNA biosynthetic process46/730575/187237.44e-055.81e-0446
GO:00075698Oral cavityOSCCcell aging73/7305132/187231.05e-047.75e-0473
GO:003220615Oral cavityOSCCpositive regulation of telomere maintenance34/730552/187231.05e-047.81e-0434
GO:00322006Oral cavityOSCCtelomere organization85/7305159/187231.47e-041.04e-0385
GO:00322107Oral cavityOSCCregulation of telomere maintenance via telomerase34/730553/187231.84e-041.25e-0334
GO:005197215Oral cavityOSCCregulation of telomerase activity30/730547/187234.96e-042.92e-0330
GO:190435610Oral cavityOSCCregulation of telomere maintenance via telomere lengthening37/730561/187235.02e-042.95e-0337
GO:00319293Oral cavityOSCCTOR signaling67/7305126/187238.52e-044.50e-0367
GO:190435816Oral cavityOSCCpositive regulation of telomere maintenance via telomere lengthening24/730537/187231.29e-036.44e-0324
GO:00322129Oral cavityOSCCpositive regulation of telomere maintenance via telomerase22/730534/187232.14e-039.81e-0322
GO:005197315Oral cavityOSCCpositive regulation of telomerase activity21/730534/187236.02e-032.28e-0221
GO:00903983Oral cavityOSCCcellular senescence48/730593/187239.03e-033.26e-0248
GO:0006417110Oral cavityLPregulation of translation175/4623468/187234.49e-102.22e-08175
GO:0072331110Oral cavityLPsignal transduction by p53 class mediator72/4623163/187233.99e-081.41e-0672
GO:000072317Oral cavityLPtelomere maintenance59/4623131/187232.88e-078.56e-0659
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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
hsa0401015Oral cavityOSCCMAPK signaling pathway165/3704302/84657.11e-052.74e-041.40e-04165
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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
MAPKAPK5SNVMissense_Mutationnovelc.338G>Tp.Arg113Ilep.R113IQ8IW41protein_codingdeleterious(0)possibly_damaging(0.882)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
MAPKAPK5insertionIn_Frame_Insnovelc.271_272insTCTTTTTGAGACp.Glu91delinsValPheLeuArgGlnp.E91delinsVFLRQQ8IW41protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
MAPKAPK5SNVMissense_Mutationc.1300N>Cp.Asp434Hisp.D434HQ8IW41protein_codingdeleterious(0.02)benign(0.264)TCGA-EA-A3QE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MAPKAPK5SNVMissense_Mutationnovelc.544N>Cp.Thr182Prop.T182PQ8IW41protein_codingdeleterious(0)probably_damaging(0.999)TCGA-ZJ-AB0I-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MAPKAPK5SNVMissense_Mutationrs745405567c.743N>Ap.Arg248Glnp.R248QQ8IW41protein_codingtolerated(0.4)benign(0.051)TCGA-A6-6649-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilSD
MAPKAPK5SNVMissense_Mutationnovelc.490N>Tp.Pro164Serp.P164SQ8IW41protein_codingtolerated(0.06)possibly_damaging(0.549)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MAPKAPK5SNVMissense_Mutationnovelc.73A>Cp.Thr25Prop.T25PQ8IW41protein_codingtolerated(0.11)possibly_damaging(0.581)TCGA-AA-3814-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MAPKAPK5SNVMissense_Mutationrs773408629c.23A>Gp.Asp8Glyp.D8GQ8IW41protein_codingdeleterious_low_confidence(0.03)benign(0.025)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MAPKAPK5SNVMissense_Mutationnovelc.409C>Tp.Arg137Trpp.R137WQ8IW41protein_codingdeleterious(0.04)benign(0.018)TCGA-AA-3976-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfolinicCR
MAPKAPK5SNVMissense_Mutationrs753238884c.1279N>Tp.Arg427Trpp.R427WQ8IW41protein_codingdeleterious(0.02)possibly_damaging(0.646)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=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
8550MAPKAPK5KINASE, ENZYME, DRUGGABLE GENOME, SERINE THREONINE KINASEinhibitor363894142
8550MAPKAPK5KINASE, ENZYME, DRUGGABLE GENOME, SERINE THREONINE KINASEinhibitor249565858
8550MAPKAPK5KINASE, ENZYME, DRUGGABLE GENOME, SERINE THREONINE KINASEGW843682XGW843682X
8550MAPKAPK5KINASE, ENZYME, DRUGGABLE GENOME, SERINE THREONINE KINASEinhibitorCHEMBL3545338GLPG-0259
8550MAPKAPK5KINASE, ENZYME, DRUGGABLE GENOME, SERINE THREONINE KINASEGLPG0259GLPG-0259
8550MAPKAPK5KINASE, ENZYME, DRUGGABLE GENOME, SERINE THREONINE KINASEinhibitor249565857
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