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: MAPK7

Gene summary for MAPK7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAPK7

Gene ID

5598

Gene namemitogen-activated protein kinase 7
Gene AliasBMK1
Cytomap17p11.2
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

A0A024QZ20


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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
5598MAPK7LZE4THumanEsophagusESCC3.03e-031.02e-010.0811
5598MAPK7LZE24THumanEsophagusESCC3.06e-112.33e-010.0596
5598MAPK7P1T-EHumanEsophagusESCC2.41e-073.63e-010.0875
5598MAPK7P2T-EHumanEsophagusESCC1.65e-101.77e-010.1177
5598MAPK7P4T-EHumanEsophagusESCC4.11e-061.17e-010.1323
5598MAPK7P8T-EHumanEsophagusESCC5.87e-061.49e-010.0889
5598MAPK7P9T-EHumanEsophagusESCC7.67e-081.10e-010.1131
5598MAPK7P10T-EHumanEsophagusESCC1.30e-152.87e-010.116
5598MAPK7P11T-EHumanEsophagusESCC3.10e-103.96e-010.1426
5598MAPK7P12T-EHumanEsophagusESCC8.08e-192.91e-010.1122
5598MAPK7P15T-EHumanEsophagusESCC7.19e-091.04e-010.1149
5598MAPK7P16T-EHumanEsophagusESCC4.12e-111.98e-010.1153
5598MAPK7P17T-EHumanEsophagusESCC5.97e-052.65e-010.1278
5598MAPK7P20T-EHumanEsophagusESCC6.13e-112.01e-010.1124
5598MAPK7P21T-EHumanEsophagusESCC9.02e-112.14e-010.1617
5598MAPK7P22T-EHumanEsophagusESCC4.41e-071.30e-010.1236
5598MAPK7P23T-EHumanEsophagusESCC7.41e-072.09e-010.108
5598MAPK7P24T-EHumanEsophagusESCC1.47e-031.10e-010.1287
5598MAPK7P26T-EHumanEsophagusESCC3.62e-031.25e-010.1276
5598MAPK7P27T-EHumanEsophagusESCC4.30e-102.04e-010.1055
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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
∗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:00182099EsophagusESCCpeptidyl-serine modification196/8552338/187233.07e-063.47e-05196
GO:00607595EsophagusESCCregulation of response to cytokine stimulus103/8552162/187233.14e-063.53e-05103
GO:001810515EsophagusESCCpeptidyl-serine phosphorylation184/8552315/187233.22e-063.61e-05184
GO:00380347EsophagusESCCsignal transduction in absence of ligand48/855265/187233.63e-063.97e-0548
GO:00971927EsophagusESCCextrinsic apoptotic signaling pathway in absence of ligand48/855265/187233.63e-063.97e-0548
GO:00073698EsophagusESCCgastrulation115/8552185/187234.35e-064.64e-05115
GO:0036003110EsophagusESCCpositive regulation of transcription from RNA polymerase II promoter in response to stress21/855224/187232.57e-052.17e-0421
GO:1902175110EsophagusESCCregulation of oxidative stress-induced intrinsic apoptotic signaling pathway24/855229/187234.50e-053.55e-0424
GO:0051346110EsophagusESCCnegative regulation of hydrolase activity208/8552379/187231.76e-041.14e-03208
GO:002240720EsophagusESCCregulation of cell-cell adhesion239/8552448/187235.88e-043.19e-03239
GO:003647320EsophagusESCCcell death in response to oxidative stress59/855295/187239.12e-044.65e-0359
GO:20012394EsophagusESCCregulation of extrinsic apoptotic signaling pathway in absence of ligand30/855243/187231.21e-035.88e-0330
GO:190217616EsophagusESCCnegative regulation of oxidative stress-induced intrinsic apoptotic signaling pathway16/855220/187231.85e-038.40e-0316
GO:00714986EsophagusESCCcellular response to fluid shear stress16/855221/187234.47e-031.76e-0216
GO:19010992EsophagusESCCnegative regulation of signal transduction in absence of ligand23/855233/187234.57e-031.78e-0223
GO:20012402EsophagusESCCnegative regulation of extrinsic apoptotic signaling pathway in absence of ligand23/855233/187234.57e-031.78e-0223
GO:190288220EsophagusESCCregulation of response to oxidative stress58/855298/187234.86e-031.88e-0258
GO:00344054EsophagusESCCresponse to fluid shear stress24/855235/187235.25e-031.97e-0224
GO:190040720EsophagusESCCregulation of cellular response to oxidative stress52/855289/187231.04e-023.56e-0252
GO:190320120EsophagusESCCregulation of oxidative stress-induced cell death44/855274/187231.18e-023.94e-0244
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05418211EsophagusESCCFluid shear stress and atherosclerosis109/4205139/84652.00e-123.72e-111.90e-11109
hsa0465727EsophagusESCCIL-17 signaling pathway66/420594/84653.93e-051.75e-048.99e-0566
hsa0472225EsophagusESCCNeurotrophin signaling pathway80/4205119/84657.33e-053.07e-041.57e-0480
hsa05418310EsophagusESCCFluid shear stress and atherosclerosis109/4205139/84652.00e-123.72e-111.90e-11109
hsa0465734EsophagusESCCIL-17 signaling pathway66/420594/84653.93e-051.75e-048.99e-0566
hsa04722111EsophagusESCCNeurotrophin signaling pathway80/4205119/84657.33e-053.07e-041.57e-0480
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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
MAPK7SNVMissense_Mutationc.715N>Cp.Tyr239Hisp.Y239HQ13164protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAPK7SNVMissense_Mutationc.671N>Tp.Thr224Metp.T224MQ13164protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
MAPK7SNVMissense_Mutationrs748090158c.1502C>Ap.Ala501Aspp.A501DQ13164protein_codingtolerated_low_confidence(0.17)possibly_damaging(0.543)TCGA-BH-A0HW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
MAPK7SNVMissense_Mutationrs748090158c.1502N>Ap.Ala501Aspp.A501DQ13164protein_codingtolerated_low_confidence(0.17)possibly_damaging(0.543)TCGA-E2-A156-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
MAPK7SNVMissense_Mutationrs201284087c.502N>Tp.Arg168Trpp.R168WQ13164protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAPK7SNVMissense_Mutationc.775N>Tp.Arg259Cysp.R259CQ13164protein_codingdeleterious(0)probably_damaging(0.96)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
MAPK7SNVMissense_Mutationc.1754C>Tp.Ser585Phep.S585FQ13164protein_codingdeleterious(0.01)benign(0.001)TCGA-MA-AA41-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MAPK7SNVMissense_Mutationnovelc.160N>Ap.Glu54Lysp.E54KQ13164protein_codingtolerated(0.38)possibly_damaging(0.845)TCGA-MY-A913-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAPK7SNVMissense_Mutationnovelc.1819N>Tp.Pro607Serp.P607SQ13164protein_codingtolerated(0.44)benign(0)TCGA-VS-A9V5-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
MAPK7SNVMissense_Mutationnovelc.2129T>Cp.Val710Alap.V710AQ13164protein_codingdeleterious(0)benign(0.107)TCGA-AA-3947-01Colorectumcolon 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
5598MAPK7ENZYME, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTORTG02, SB1317
5598MAPK7ENZYME, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTORinhibitor328083508
5598MAPK7ENZYME, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTORsorafenibSORAFENIB20124951
5598MAPK7ENZYME, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTORinhibitor249565744
5598MAPK7ENZYME, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTORinhibitor381118893
5598MAPK7ENZYME, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTORXMD8-85CHEMBL167303921412406
5598MAPK7ENZYME, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTORinhibitor249565737
5598MAPK7ENZYME, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, TRANSCRIPTION FACTORinhibitor328083482
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