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: MAPK14

Gene summary for MAPK14

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAPK14

Gene ID

1432

Gene namemitogen-activated protein kinase 14
Gene AliasCSBP
Cytomap6p21.31
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

L7RSM2


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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
1432MAPK14CCI_1HumanCervixCC4.24e-056.07e-010.528
1432MAPK14CCI_2HumanCervixCC5.67e-048.48e-010.5249
1432MAPK14CCI_3HumanCervixCC1.05e-086.61e-010.516
1432MAPK14LZE4THumanEsophagusESCC1.68e-038.36e-020.0811
1432MAPK14LZE5THumanEsophagusESCC3.77e-023.41e-010.0514
1432MAPK14LZE7THumanEsophagusESCC5.41e-031.66e-010.0667
1432MAPK14LZE20THumanEsophagusESCC8.53e-061.71e-010.0662
1432MAPK14LZE22THumanEsophagusESCC2.47e-032.04e-010.068
1432MAPK14LZE24THumanEsophagusESCC2.33e-152.31e-010.0596
1432MAPK14LZE21THumanEsophagusESCC4.83e-062.74e-010.0655
1432MAPK14P1T-EHumanEsophagusESCC5.76e-092.83e-010.0875
1432MAPK14P2T-EHumanEsophagusESCC1.15e-375.57e-010.1177
1432MAPK14P4T-EHumanEsophagusESCC5.29e-203.45e-010.1323
1432MAPK14P5T-EHumanEsophagusESCC2.65e-122.43e-010.1327
1432MAPK14P8T-EHumanEsophagusESCC2.20e-222.67e-010.0889
1432MAPK14P9T-EHumanEsophagusESCC4.38e-067.41e-020.1131
1432MAPK14P10T-EHumanEsophagusESCC1.73e-211.97e-010.116
1432MAPK14P11T-EHumanEsophagusESCC8.80e-133.67e-010.1426
1432MAPK14P12T-EHumanEsophagusESCC5.43e-162.57e-010.1122
1432MAPK14P15T-EHumanEsophagusESCC2.20e-121.72e-010.1149
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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
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
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:000717815ProstateTumortransmembrane receptor protein serine/threonine kinase signaling pathway90/3246355/187237.93e-058.19e-0490
GO:000961214ProstateTumorresponse to mechanical stimulus60/3246216/187238.45e-058.46e-0460
GO:000600613ProstateTumorglucose metabolic process55/3246196/187231.22e-041.14e-0355
GO:004277012ProstateTumorsignal transduction in response to DNA damage49/3246172/187231.87e-041.65e-0349
GO:000931415ProstateTumorresponse to radiation109/3246456/187231.94e-041.70e-03109
GO:004230612ProstateTumorregulation of protein import into nucleus22/324660/187232.71e-042.24e-0322
GO:003461217ProstateTumorresponse to tumor necrosis factor66/3246253/187232.87e-042.32e-0366
GO:007259315ProstateTumorreactive oxygen species metabolic process63/3246239/187232.87e-042.32e-0363
GO:004269213ProstateTumormuscle cell differentiation93/3246384/187233.45e-042.73e-0393
GO:004578611ProstateTumornegative regulation of cell cycle93/3246385/187233.79e-042.95e-0393
GO:001810513ProstateTumorpeptidyl-serine phosphorylation78/3246315/187234.95e-043.66e-0378
GO:000181914ProstateTumorpositive regulation of cytokine production109/3246467/187234.98e-043.67e-03109
GO:005087818ProstateTumorregulation of body fluid levels91/3246379/187235.37e-043.91e-0391
GO:001021215ProstateTumorresponse to ionizing radiation42/3246148/187235.67e-044.10e-0342
GO:004592715ProstateTumorpositive regulation of growth66/3246259/187235.73e-044.13e-0366
GO:003806613ProstateTumorp38MAPK cascade20/324655/187235.74e-044.13e-0320
GO:00456485ProstateTumorpositive regulation of erythrocyte differentiation14/324633/187236.47e-044.60e-0314
GO:007135617ProstateTumorcellular response to tumor necrosis factor59/3246229/187238.15e-045.51e-0359
GO:000268314ProstateTumornegative regulation of immune system process101/3246434/187238.70e-045.85e-03101
GO:003017813ProstateTumornegative regulation of Wnt signaling pathway46/3246170/187239.84e-046.37e-0346
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0517120CervixCCCoronavirus disease - COVID-19111/1267232/84651.82e-335.90e-313.49e-31111
hsa0520820CervixCCChemical carcinogenesis - reactive oxygen species92/1267223/84654.71e-225.09e-203.01e-2092
hsa0502018CervixCCPrion disease98/1267273/84652.64e-181.42e-168.42e-1798
hsa0541520CervixCCDiabetic cardiomyopathy76/1267203/84651.40e-156.46e-143.82e-1476
hsa0502218CervixCCPathways of neurodegeneration - multiple diseases128/1267476/84652.87e-129.29e-115.50e-11128
hsa0493218CervixCCNon-alcoholic fatty liver disease58/1267155/84653.58e-121.05e-106.23e-1158
hsa0471420CervixCCThermogenesis76/1267232/84654.29e-121.16e-106.85e-1176
hsa0501418CervixCCAmyotrophic lateral sclerosis103/1267364/84651.79e-114.47e-102.64e-10103
hsa0541820CervixCCFluid shear stress and atherosclerosis50/1267139/84655.71e-101.32e-087.81e-0950
hsa0513020CervixCCPathogenic Escherichia coli infection63/1267197/84659.28e-102.00e-081.19e-0863
hsa0513220CervixCCSalmonella infection74/1267249/84651.33e-092.54e-081.50e-0874
hsa0541720CervixCCLipid and atherosclerosis65/1267215/84656.47e-091.10e-076.52e-0865
hsa0516720CervixCCKaposi sarcoma-associated herpesvirus infection60/1267194/84659.74e-091.58e-079.33e-0860
hsa0516318CervixCCHuman cytomegalovirus infection65/1267225/84654.59e-086.47e-073.83e-0765
hsa0513120CervixCCShigellosis69/1267247/84657.64e-081.03e-066.10e-0769
hsa0520516CervixCCProteoglycans in cancer60/1267205/84659.13e-081.18e-067.00e-0760
hsa0421810CervixCCCellular senescence49/1267156/84651.30e-071.63e-069.61e-0749
hsa0516920CervixCCEpstein-Barr virus infection57/1267202/84657.30e-077.39e-064.37e-0657
hsa0467020CervixCCLeukocyte transendothelial migration36/1267114/84655.22e-064.83e-052.86e-0536
hsa0401512CervixCCRap1 signaling pathway56/1267210/84656.23e-065.61e-053.32e-0556
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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
MAPK14SNVMissense_Mutationnovelc.495N>Tp.Lys165Asnp.K165NQ16539protein_codingdeleterious(0)probably_damaging(0.96)TCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAPK14SNVMissense_Mutationrs768171262c.472N>Ap.Val158Metp.V158MQ16539protein_codingdeleterious(0)probably_damaging(0.987)TCGA-D8-A27E-01Breastbreast invasive carcinomaFemale>=65I/IIHormone Therapytamoxiphen+anastrazolumSD
MAPK14SNVMissense_Mutationnovelc.847G>Ap.Asp283Asnp.D283NQ16539protein_codingtolerated(0.16)benign(0.332)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAPK14SNVMissense_Mutationnovelc.337C>Gp.Leu113Valp.L113VQ16539protein_codingdeleterious(0.03)benign(0.357)TCGA-VS-A9V3-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
MAPK14SNVMissense_Mutationc.200N>Tp.Arg67Ilep.R67IQ16539protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
MAPK14SNVMissense_Mutationc.265N>Ap.Val89Ilep.V89IQ16539protein_codingtolerated(0.28)benign(0.015)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MAPK14SNVMissense_Mutationc.937N>Ap.Asp313Asnp.D313NQ16539protein_codingdeleterious(0.01)possibly_damaging(0.485)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MAPK14SNVMissense_Mutationc.403C>Ap.Leu135Ilep.L135IQ16539protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
MAPK14SNVMissense_Mutationc.430N>Ap.Ala144Thrp.A144TQ16539protein_codingdeleterious(0)probably_damaging(0.964)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
MAPK14SNVMissense_Mutationnovelc.244N>Cp.Asn82Hisp.N82HQ16539protein_codingdeleterious(0)probably_damaging(0.998)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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
1432MAPK14TRANSCRIPTION FACTOR, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, ENZYMESORAFENIBSORAFENIB
1432MAPK14TRANSCRIPTION FACTOR, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, ENZYMEinhibitorCHEMBL585902AMG-548
1432MAPK14TRANSCRIPTION FACTOR, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, ENZYMEinhibitorCHEMBL3544930SC-80036
1432MAPK14TRANSCRIPTION FACTOR, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, ENZYMEGEFITINIBGEFITINIB
1432MAPK14TRANSCRIPTION FACTOR, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, ENZYMERHAMNETINRHAMNETIN24397781
1432MAPK14TRANSCRIPTION FACTOR, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, ENZYMEOPHIOBOLIN OOPHIOBOLIN O22130129
1432MAPK14TRANSCRIPTION FACTOR, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, ENZYMEinhibitorCHEMBL2107779SEMAPIMOD
1432MAPK14TRANSCRIPTION FACTOR, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, ENZYMEinhibitor249565642RALIMETINIB
1432MAPK14TRANSCRIPTION FACTOR, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, ENZYMEinhibitorCHEMBL1766582R-1487
1432MAPK14TRANSCRIPTION FACTOR, KINASE, SERINE THREONINE KINASE, DRUGGABLE GENOME, ENZYMEOSI-632OSI-632
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