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
8550MAPKAPK5P130T-EHumanEsophagusESCC3.65e-458.68e-010.1676
8550MAPKAPK5HCC1_MengHumanLiverHCC6.49e-473.55e-020.0246
8550MAPKAPK5HCC2_MengHumanLiverHCC9.90e-134.16e-020.0107
8550MAPKAPK5HCC2HumanLiverHCC6.07e-042.84e+000.5341
8550MAPKAPK5S014HumanLiverHCC1.26e-095.41e-010.2254
8550MAPKAPK5S015HumanLiverHCC1.29e-107.18e-010.2375
8550MAPKAPK5S016HumanLiverHCC1.47e-126.40e-010.2243
8550MAPKAPK5S027HumanLiverHCC3.67e-046.98e-010.2446
8550MAPKAPK5S028HumanLiverHCC4.05e-096.71e-010.2503
8550MAPKAPK5S029HumanLiverHCC1.49e-086.37e-010.2581
8550MAPKAPK5C04HumanOral cavityOSCC9.76e-208.52e-010.2633
8550MAPKAPK5C21HumanOral cavityOSCC1.16e-368.73e-010.2678
8550MAPKAPK5C30HumanOral cavityOSCC1.43e-269.86e-010.3055
8550MAPKAPK5C38HumanOral cavityOSCC2.60e-046.93e-010.172
8550MAPKAPK5C43HumanOral cavityOSCC6.33e-184.18e-010.1704
8550MAPKAPK5C46HumanOral cavityOSCC9.16e-184.18e-010.1673
8550MAPKAPK5C51HumanOral cavityOSCC1.14e-094.53e-010.2674
8550MAPKAPK5C57HumanOral cavityOSCC3.03e-052.35e-010.1679
8550MAPKAPK5C06HumanOral cavityOSCC8.63e-057.25e-010.2699
8550MAPKAPK5C08HumanOral cavityOSCC1.31e-195.14e-010.1919
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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:003304416EsophagusESCCregulation of chromosome organization145/8552187/187233.80e-194.31e-17145
GO:0006417111EsophagusESCCregulation of translation304/8552468/187231.53e-171.33e-15304
GO:0072331111EsophagusESCCsignal transduction by p53 class mediator121/8552163/187239.61e-144.69e-12121
GO:005105215EsophagusESCCregulation of DNA metabolic process232/8552359/187232.40e-131.13e-11232
GO:000072319EsophagusESCCtelomere maintenance99/8552131/187232.68e-121.08e-1099
GO:007189716EsophagusESCCDNA biosynthetic process127/8552180/187231.04e-113.85e-10127
GO:005105417EsophagusESCCpositive regulation of DNA metabolic process139/8552201/187231.20e-114.33e-10139
GO:200057319EsophagusESCCpositive regulation of DNA biosynthetic process56/855266/187234.51e-111.45e-0956
GO:003220417EsophagusESCCregulation of telomere maintenance65/855280/187236.02e-111.90e-0965
GO:2000278110EsophagusESCCregulation of DNA biosynthetic process81/8552106/187239.81e-112.96e-0981
GO:000700418EsophagusESCCtelomere maintenance via telomerase56/855269/187231.40e-093.30e-0856
GO:200125219EsophagusESCCpositive regulation of chromosome organization64/855282/187231.98e-094.52e-0864
GO:1901796111EsophagusESCCregulation of signal transduction by p53 class mediator70/855293/187235.69e-091.18e-0770
GO:001083319EsophagusESCCtelomere maintenance via telomere lengthening61/855281/187235.24e-089.37e-0761
GO:00322108EsophagusESCCregulation of telomere maintenance via telomerase43/855253/187231.20e-071.95e-0643
GO:000726510EsophagusESCCRas protein signal transduction201/8552337/187231.44e-072.30e-06201
GO:005197217EsophagusESCCregulation of telomerase activity39/855247/187231.48e-072.35e-0639
GO:003220618EsophagusESCCpositive regulation of telomere maintenance42/855252/187232.15e-073.30e-0642
GO:000756820EsophagusESCCaging201/8552339/187232.64e-073.94e-06201
GO:003221210EsophagusESCCpositive regulation of telomere maintenance via telomerase30/855234/187232.73e-074.02e-0630
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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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