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: MAP2K3

Gene summary for MAP2K3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAP2K3

Gene ID

5606

Gene namemitogen-activated protein kinase kinase 3
Gene AliasMAPKK3
Cytomap17p11.2
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

P46734


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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
5606MAP2K3HTA11_2487_2000001011HumanColorectumSER2.70e-097.55e-01-0.1808
5606MAP2K3HTA11_1938_2000001011HumanColorectumAD3.80e-023.62e-01-0.0811
5606MAP2K3HTA11_347_2000001011HumanColorectumAD5.06e-042.61e-01-0.1954
5606MAP2K3HTA11_696_2000001011HumanColorectumAD3.00e-052.98e-01-0.1464
5606MAP2K3HTA11_866_2000001011HumanColorectumAD4.27e-021.91e-01-0.1001
5606MAP2K3HTA11_1391_2000001011HumanColorectumAD1.80e-044.60e-01-0.059
5606MAP2K3HTA11_7696_3000711011HumanColorectumAD2.98e-093.66e-010.0674
5606MAP2K3HTA11_99999970781_79442HumanColorectumMSS9.71e-093.55e-010.294
5606MAP2K3HTA11_99999971662_82457HumanColorectumMSS5.51e-052.70e-010.3859
5606MAP2K3HTA11_99999974143_84620HumanColorectumMSS1.18e-063.30e-010.3005
5606MAP2K3LZE4THumanEsophagusESCC5.09e-19-1.83e-010.0811
5606MAP2K3LZE7THumanEsophagusESCC9.66e-05-2.55e-010.0667
5606MAP2K3LZE8THumanEsophagusESCC2.36e-08-2.06e-010.067
5606MAP2K3LZE20THumanEsophagusESCC4.55e-10-3.22e-010.0662
5606MAP2K3LZE24THumanEsophagusESCC1.25e-054.59e-010.0596
5606MAP2K3LZE21THumanEsophagusESCC1.59e-028.47e-020.0655
5606MAP2K3LZE6THumanEsophagusESCC1.73e-05-4.00e-010.0845
5606MAP2K3P2T-EHumanEsophagusESCC1.42e-144.44e-010.1177
5606MAP2K3P4T-EHumanEsophagusESCC7.82e-164.54e-010.1323
5606MAP2K3P5T-EHumanEsophagusESCC3.08e-06-1.40e-010.1327
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
∗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:0001667ColorectumADameboidal-type cell migration137/3918475/187232.17e-054.33e-04137
GO:0090132ColorectumADepithelium migration105/3918360/187231.18e-041.73e-03105
GO:0010632ColorectumADregulation of epithelial cell migration88/3918292/187231.19e-041.75e-0388
GO:0033674ColorectumADpositive regulation of kinase activity131/3918467/187231.28e-041.85e-03131
GO:0010631ColorectumADepithelial cell migration104/3918357/187231.33e-041.90e-03104
GO:0090130ColorectumADtissue migration105/3918365/187232.10e-042.77e-03105
GO:0007568ColorectumADaging98/3918339/187232.77e-043.39e-0398
GO:0010634ColorectumADpositive regulation of epithelial cell migration56/3918176/187234.51e-045.03e-0356
GO:0051403ColorectumADstress-activated MAPK cascade72/3918239/187234.77e-045.25e-0372
GO:0031098ColorectumADstress-activated protein kinase signaling cascade74/3918247/187234.80e-045.27e-0374
GO:0045860ColorectumADpositive regulation of protein kinase activity107/3918386/187238.01e-047.92e-03107
GO:0043542ColorectumADendothelial cell migration78/3918279/187232.97e-032.22e-0278
GO:0010595ColorectumADpositive regulation of endothelial cell migration40/3918133/187238.01e-034.73e-0240
GO:00016671ColorectumSERameboidal-type cell migration105/2897475/187236.97e-051.59e-03105
GO:00901321ColorectumSERepithelium migration82/2897360/187231.50e-042.93e-0382
GO:00106311ColorectumSERepithelial cell migration81/2897357/187231.87e-043.44e-0381
GO:00901301ColorectumSERtissue migration82/2897365/187232.40e-044.12e-0382
GO:00106321ColorectumSERregulation of epithelial cell migration68/2897292/187232.72e-044.53e-0368
GO:00336741ColorectumSERpositive regulation of kinase activity95/2897467/187232.62e-032.41e-0295
GO:00435421ColorectumSERendothelial cell migration61/2897279/187232.76e-032.47e-0261
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04714ColorectumADThermogenesis120/2092232/84652.76e-191.16e-177.37e-18120
hsa05014ColorectumADAmyotrophic lateral sclerosis164/2092364/84654.28e-181.27e-168.09e-17164
hsa05022ColorectumADPathways of neurodegeneration - multiple diseases201/2092476/84654.54e-181.27e-168.09e-17201
hsa05132ColorectumADSalmonella infection102/2092249/84657.65e-091.28e-078.17e-08102
hsa05135ColorectumADYersinia infection58/2092137/84653.90e-064.35e-052.78e-0558
hsa05417ColorectumADLipid and atherosclerosis73/2092215/84651.31e-038.27e-035.27e-0373
hsa05170ColorectumADHuman immunodeficiency virus 1 infection72/2092212/84651.40e-038.46e-035.39e-0372
hsa04015ColorectumADRap1 signaling pathway71/2092210/84651.72e-039.68e-036.18e-0371
hsa04912ColorectumADGnRH signaling pathway35/209293/84653.69e-031.90e-021.21e-0235
hsa04218ColorectumADCellular senescence53/2092156/84655.55e-032.48e-021.58e-0253
hsa047141ColorectumADThermogenesis120/2092232/84652.76e-191.16e-177.37e-18120
hsa050141ColorectumADAmyotrophic lateral sclerosis164/2092364/84654.28e-181.27e-168.09e-17164
hsa050221ColorectumADPathways of neurodegeneration - multiple diseases201/2092476/84654.54e-181.27e-168.09e-17201
hsa051321ColorectumADSalmonella infection102/2092249/84657.65e-091.28e-078.17e-08102
hsa051351ColorectumADYersinia infection58/2092137/84653.90e-064.35e-052.78e-0558
hsa054171ColorectumADLipid and atherosclerosis73/2092215/84651.31e-038.27e-035.27e-0373
hsa051701ColorectumADHuman immunodeficiency virus 1 infection72/2092212/84651.40e-038.46e-035.39e-0372
hsa040151ColorectumADRap1 signaling pathway71/2092210/84651.72e-039.68e-036.18e-0371
hsa049121ColorectumADGnRH signaling pathway35/209293/84653.69e-031.90e-021.21e-0235
hsa042181ColorectumADCellular senescence53/2092156/84655.55e-032.48e-021.58e-0253
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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
MAP2K3SNVMissense_Mutationrs748513234c.466G>Tp.Asp156Tyrp.D156YP46734protein_codingdeleterious(0)possibly_damaging(0.526)TCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MAP2K3SNVMissense_Mutationnovelc.545N>Ap.Ser182Asnp.S182NP46734protein_codingtolerated(0.1)benign(0.034)TCGA-D8-A1XR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamideSD
MAP2K3SNVMissense_Mutationrs148304866c.455N>Ap.Arg152Glnp.R152QP46734protein_codingdeleterious(0.02)benign(0.003)TCGA-JL-A3YW-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MAP2K3insertionFrame_Shift_Insnovelc.900_901insATAAAGGAGTACGAGGTTGAAGGp.Phe301IlefsTer14p.F301Ifs*14P46734protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
MAP2K3SNVMissense_Mutationc.778N>Cp.Glu260Glnp.E260QP46734protein_codingdeleterious(0)probably_damaging(0.959)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
MAP2K3SNVMissense_Mutationc.50N>Cp.Gly17Alap.G17AP46734protein_codingtolerated(0.54)benign(0.033)TCGA-FU-A2QG-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MAP2K3SNVMissense_Mutationnovelc.140G>Tp.Arg47Leup.R47LP46734protein_codingtolerated(0.07)benign(0.137)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAP2K3SNVMissense_Mutationc.1028T>Cp.Leu343Prop.L343PP46734protein_codingdeleterious(0)probably_damaging(0.959)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MAP2K3SNVMissense_Mutationrs775653621c.119N>Ap.Pro40Hisp.P40HP46734protein_codingdeleterious(0)possibly_damaging(0.819)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MAP2K3SNVMissense_Mutationc.931N>Tp.Ala311Serp.A311SP46734protein_codingtolerated(0.74)benign(0.009)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=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
5606MAP2K3KINASE, DRUGGABLE GENOME, TRANSPORTER, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASEinhibitorTRAMETINIBTRAMETINIB
5606MAP2K3KINASE, DRUGGABLE GENOME, TRANSPORTER, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASEinhibitorAZD6244SELUMETINIB
5606MAP2K3KINASE, DRUGGABLE GENOME, TRANSPORTER, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASEinhibitorDABRAFENIB MESYLATE
5606MAP2K3KINASE, DRUGGABLE GENOME, TRANSPORTER, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASEWX-554WX-554
5606MAP2K3KINASE, DRUGGABLE GENOME, TRANSPORTER, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASEinhibitorMEK162BINIMETINIB
5606MAP2K3KINASE, DRUGGABLE GENOME, TRANSPORTER, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASEROSIGLITAZONEROSIGLITAZONE11591391
5606MAP2K3KINASE, DRUGGABLE GENOME, TRANSPORTER, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASEinhibitorBAY869766
5606MAP2K3KINASE, DRUGGABLE GENOME, TRANSPORTER, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASEinhibitorGDC-0973COBIMETINIB
5606MAP2K3KINASE, DRUGGABLE GENOME, TRANSPORTER, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASEinhibitor178102628
5606MAP2K3KINASE, DRUGGABLE GENOME, TRANSPORTER, ENZYME, SERINE THREONINE KINASE, TYROSINE KINASEinhibitorSELUMETINIBSELUMETINIB
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