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: MAP4K3

Gene summary for MAP4K3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAP4K3

Gene ID

8491

Gene namemitogen-activated protein kinase kinase kinase kinase 3
Gene AliasGLK
Cytomap2p22.1
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

B3KMM5


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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
8491MAP4K3CCI_1HumanCervixCC2.33e-121.37e+000.528
8491MAP4K3CCI_2HumanCervixCC2.99e-121.07e+000.5249
8491MAP4K3CCI_3HumanCervixCC1.53e-147.80e-010.516
8491MAP4K3AEH-subject1HumanEndometriumAEH1.29e-124.06e-01-0.3059
8491MAP4K3AEH-subject2HumanEndometriumAEH5.01e-113.61e-01-0.2525
8491MAP4K3AEH-subject3HumanEndometriumAEH2.47e-052.34e-01-0.2576
8491MAP4K3AEH-subject4HumanEndometriumAEH4.91e-164.95e-01-0.2657
8491MAP4K3AEH-subject5HumanEndometriumAEH2.27e-114.05e-01-0.2953
8491MAP4K3EEC-subject1HumanEndometriumEEC1.63e-165.24e-01-0.2682
8491MAP4K3EEC-subject2HumanEndometriumEEC4.95e-072.99e-01-0.2607
8491MAP4K3EEC-subject3HumanEndometriumEEC2.53e-041.93e-01-0.2525
8491MAP4K3EEC-subject4HumanEndometriumEEC3.72e-093.34e-01-0.2571
8491MAP4K3EEC-subject5HumanEndometriumEEC6.43e-124.13e-01-0.249
8491MAP4K3GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC5.21e-07-6.40e-02-0.1869
8491MAP4K3GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC6.63e-09-6.95e-02-0.1875
8491MAP4K3GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC5.81e-09-5.08e-02-0.1883
8491MAP4K3GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC4.65e-07-3.18e-02-0.1934
8491MAP4K3GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC2.17e-10-8.70e-02-0.1917
8491MAP4K3GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.03e-07-5.57e-02-0.1916
8491MAP4K3LZE4THumanEsophagusESCC3.02e-061.44e-010.0811
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:00310988CervixCCstress-activated protein kinase signaling cascade58/2311247/187238.02e-072.89e-0558
GO:00514038CervixCCstress-activated MAPK cascade55/2311239/187232.96e-068.31e-0555
GO:00346129CervixCCresponse to tumor necrosis factor55/2311253/187231.75e-053.32e-0455
GO:00093149CervixCCresponse to radiation86/2311456/187233.50e-055.63e-0486
GO:00094112CervixCCresponse to UV33/2311149/187235.51e-045.29e-0333
GO:00072545CervixCCJNK cascade35/2311167/187231.10e-039.09e-0335
GO:00094163CervixCCresponse to light stimulus54/2311320/187231.03e-024.97e-0254
GO:00514039EndometriumAEHstress-activated MAPK cascade50/2100239/187239.33e-062.18e-0450
GO:00310989EndometriumAEHstress-activated protein kinase signaling cascade51/2100247/187231.12e-052.52e-0451
GO:003461210EndometriumAEHresponse to tumor necrosis factor44/2100253/187232.08e-031.61e-0244
GO:000931410EndometriumAEHresponse to radiation70/2100456/187233.99e-032.68e-0270
GO:00072546EndometriumAEHJNK cascade30/2100167/187236.16e-033.70e-0230
GO:005140314EndometriumEECstress-activated MAPK cascade55/2168239/187233.98e-071.56e-0555
GO:003109814EndometriumEECstress-activated protein kinase signaling cascade56/2168247/187235.25e-072.00e-0556
GO:003461215EndometriumEECresponse to tumor necrosis factor48/2168253/187233.77e-044.03e-0348
GO:000725414EndometriumEECJNK cascade33/2168167/187231.44e-031.17e-0233
GO:000931413EndometriumEECresponse to radiation71/2168456/187235.69e-033.42e-0271
GO:000941113EsophagusESCCresponse to UV115/8552149/187233.29e-151.93e-13115
GO:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
GO:003109818EsophagusESCCstress-activated protein kinase signaling cascade154/8552247/187238.53e-081.44e-06154
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa040109CervixCCMAPK signaling pathway62/1267302/84654.89e-031.67e-029.86e-0362
hsa0401012CervixCCMAPK signaling pathway62/1267302/84654.89e-031.67e-029.86e-0362
hsa040108LungIACMAPK signaling pathway62/1053302/84653.54e-056.38e-044.24e-0462
hsa0401011LungIACMAPK signaling pathway62/1053302/84653.54e-056.38e-044.24e-0462
hsa0401021LungAISMAPK signaling pathway57/961302/84656.41e-059.43e-046.03e-0457
hsa0401031LungAISMAPK signaling pathway57/961302/84656.41e-059.43e-046.03e-0457
hsa0401010ProstateBPHMAPK signaling pathway87/1718302/84652.05e-041.13e-036.98e-0487
hsa0401013ProstateBPHMAPK signaling pathway87/1718302/84652.05e-041.13e-036.98e-0487
hsa0401022ProstateTumorMAPK signaling pathway87/1791302/84658.46e-043.94e-032.45e-0387
hsa0401032ProstateTumorMAPK signaling pathway87/1791302/84658.46e-043.94e-032.45e-0387
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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
MAP4K3SNVMissense_Mutationc.602N>Tp.Gly201Valp.G201VQ8IVH8protein_codingdeleterious(0)probably_damaging(1)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
MAP4K3insertionIn_Frame_Insnovelc.763_764insAACTAGGCCp.Thr255delinsLysLeuGlyProp.T255delinsKLGPQ8IVH8protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAP4K3deletionFrame_Shift_Delnovelc.2366delTp.Val789AspfsTer7p.V789Dfs*7Q8IVH8protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
MAP4K3SNVMissense_Mutationnovelc.1927C>Tp.Pro643Serp.P643SQ8IVH8protein_codingtolerated(0.36)possibly_damaging(0.542)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAP4K3SNVMissense_Mutationc.1957N>Ap.Asp653Asnp.D653NQ8IVH8protein_codingdeleterious(0)probably_damaging(0.992)TCGA-C5-A1BI-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
MAP4K3SNVMissense_Mutationnovelc.916G>Cp.Glu306Glnp.E306QQ8IVH8protein_codingdeleterious(0.03)benign(0.044)TCGA-C5-A1BL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MAP4K3SNVMissense_Mutationnovelc.2570N>Cp.Arg857Thrp.R857TQ8IVH8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EK-A2PK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MAP4K3SNVMissense_Mutationnovelc.720N>Ap.Met240Ilep.M240IQ8IVH8protein_codingtolerated(0.15)benign(0.001)TCGA-VS-A9UY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
MAP4K3SNVMissense_Mutationnovelc.2107N>Ap.Glu703Lysp.E703KQ8IVH8protein_codingdeleterious(0.01)probably_damaging(0.976)TCGA-ZJ-AAXU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MAP4K3SNVMissense_Mutationc.80N>Gp.Tyr27Cysp.Y27CQ8IVH8protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-5661-01Colorectumcolon 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
8491MAP4K3DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMEinhibitor384403668
8491MAP4K3DRUGGABLE GENOME, KINASE, SERINE THREONINE KINASE, ENZYMEinhibitor249565855
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