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: EPHB3

Gene summary for EPHB3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EPHB3

Gene ID

2049

Gene nameEPH receptor B3
Gene AliasEK2
Cytomap3q27.1
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

P54753


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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
2049EPHB3HTA11_3410_2000001011HumanColorectumAD3.98e-143.97e-010.0155
2049EPHB3HTA11_2951_2000001011HumanColorectumAD1.10e-078.39e-010.0216
2049EPHB3HTA11_696_2000001011HumanColorectumAD6.84e-057.20e-01-0.1464
2049EPHB3HTA11_1391_2000001011HumanColorectumAD2.56e-127.87e-01-0.059
2049EPHB3HTA11_866_3004761011HumanColorectumAD4.57e-411.14e+000.096
2049EPHB3HTA11_4255_2000001011HumanColorectumSER8.53e-088.69e-010.0446
2049EPHB3HTA11_9408_2000001011HumanColorectumAD2.81e-101.28e+000.0451
2049EPHB3HTA11_8622_2000001021HumanColorectumSER3.08e-131.11e+000.0528
2049EPHB3HTA11_7663_2000001011HumanColorectumSER1.49e-048.81e-010.0131
2049EPHB3HTA11_10623_2000001011HumanColorectumAD9.82e-059.58e-01-0.0177
2049EPHB3HTA11_10711_2000001011HumanColorectumAD1.60e-301.20e+000.0338
2049EPHB3HTA11_7696_3000711011HumanColorectumAD1.55e-722.03e+000.0674
2049EPHB3HTA11_6818_2000001011HumanColorectumAD2.86e-099.59e-010.0112
2049EPHB3HTA11_11156_2000001011HumanColorectumAD3.11e-121.46e+000.0397
2049EPHB3HTA11_6818_2000001021HumanColorectumAD1.30e-301.25e+000.0588
2049EPHB3HTA11_99999970781_79442HumanColorectumMSS4.58e-591.81e+000.294
2049EPHB3HTA11_99999973899_84307HumanColorectumMSS2.73e-108.02e-010.2585
2049EPHB3HTA11_99999974143_84620HumanColorectumMSS1.03e-086.99e-010.3005
2049EPHB3A001-C-207HumanColorectumFAP3.54e-034.39e-010.1278
2049EPHB3A015-C-203HumanColorectumFAP1.01e-084.51e-01-0.1294
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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
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
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:0048732ColorectumADgland development149/3918436/187236.07e-116.33e-09149
GO:0034329ColorectumADcell junction assembly136/3918420/187232.02e-081.15e-06136
GO:0031589ColorectumADcell-substrate adhesion116/3918363/187234.68e-071.76e-05116
GO:0043087ColorectumADregulation of GTPase activity110/3918348/187231.64e-065.03e-05110
GO:0046777ColorectumADprotein autophosphorylation74/3918227/187232.48e-054.76e-0474
GO:0010975ColorectumADregulation of neuron projection development129/3918445/187232.88e-055.37e-04129
GO:0007409ColorectumADaxonogenesis122/3918418/187233.36e-056.15e-04122
GO:0106027ColorectumADneuron projection organization36/391893/187236.58e-051.07e-0336
GO:0061564ColorectumADaxon development132/3918467/187238.40e-051.31e-03132
GO:0034446ColorectumADsubstrate adhesion-dependent cell spreading40/3918108/187238.52e-051.32e-0340
GO:0033674ColorectumADpositive regulation of kinase activity131/3918467/187231.28e-041.85e-03131
GO:0097061ColorectumADdendritic spine organization31/391884/187235.48e-045.83e-0331
GO:0050770ColorectumADregulation of axonogenesis49/3918154/187239.88e-049.28e-0349
GO:1901888ColorectumADregulation of cell junction assembly61/3918204/187231.50e-031.27e-0261
GO:0099173ColorectumADpostsynapse organization51/3918168/187232.47e-031.90e-0251
GO:0016358ColorectumADdendrite development69/3918243/187233.32e-032.42e-0269
GO:0050808ColorectumADsynapse organization112/3918426/187234.25e-032.92e-02112
GO:0007411ColorectumADaxon guidance64/3918227/187235.41e-033.55e-0264
GO:0050807ColorectumADregulation of synapse organization60/3918211/187235.67e-033.64e-0260
GO:0097485ColorectumADneuron projection guidance64/3918228/187236.02e-033.78e-0264
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04360ColorectumADAxon guidance61/2092182/84654.36e-032.17e-021.38e-0261
hsa043601ColorectumADAxon guidance61/2092182/84654.36e-032.17e-021.38e-0261
hsa043602ColorectumMSSAxon guidance54/1875182/84651.03e-023.69e-022.26e-0254
hsa043603ColorectumMSSAxon guidance54/1875182/84651.03e-023.69e-022.26e-0254
hsa043604ColorectumFAPAxon guidance47/1404182/84659.09e-045.20e-033.16e-0347
hsa043605ColorectumFAPAxon guidance47/1404182/84659.09e-045.20e-033.16e-0347
hsa0436016EsophagusESCCAxon guidance108/4205182/84655.13e-031.30e-026.67e-03108
hsa0436017EsophagusESCCAxon guidance108/4205182/84655.13e-031.30e-026.67e-03108
hsa0436014Oral cavityOSCCAxon guidance97/3704182/84655.59e-031.33e-026.76e-0397
hsa0436015Oral cavityOSCCAxon guidance97/3704182/84655.59e-031.33e-026.76e-0397
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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
EFNB1EPHB3EFNB1_EPHB3EPHBCRCMSI-H
EFNB2EPHB3EFNB2_EPHB3EPHBCRCMSI-H
EFNB1EPHB3EFNB1_EPHB3EPHBCRCMSS
EFNB2EPHB3EFNB2_EPHB3EPHBCRCMSS
EFNB1EPHB3EFNB1_EPHB3EPHBCRCSER
EFNB2EPHB3EFNB2_EPHB3EPHBCRCSER
EFNB1EPHB3EFNB1_EPHB3EPHBEsophagusESCC
EFNB2EPHB3EFNB2_EPHB3EPHBEsophagusESCC
EFNB3EPHB3EFNB3_EPHB3EPHBEsophagusESCC
EFNB1EPHB3EFNB1_EPHB3EPHBHNSCCOSCC
EFNB2EPHB3EFNB2_EPHB3EPHBHNSCCOSCC
EFNB1EPHB3EFNB1_EPHB3EPHBHNSCCPrecancer
EFNB2EPHB3EFNB2_EPHB3EPHBHNSCCPrecancer
EFNB2EPHB3EFNB2_EPHB3EPHBLungAAH
EFNB1EPHB3EFNB1_EPHB3EPHBSkinADJ
EFNB1EPHB3EFNB1_EPHB3EPHBTHCACancer
EFNB2EPHB3EFNB2_EPHB3EPHBTHCACancer
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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
EPHB3SNVMissense_Mutationc.2456N>Cp.Ser819Thrp.S819TP54753protein_codingdeleterious(0)probably_damaging(0.994)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
EPHB3SNVMissense_Mutationc.2839N>Tp.Val947Phep.V947FP54753protein_codingdeleterious(0.04)benign(0.279)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
EPHB3SNVMissense_Mutationc.2642N>Ap.Leu881Hisp.L881HP54753protein_codingtolerated(0.22)probably_damaging(0.985)TCGA-A7-A26G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
EPHB3SNVMissense_Mutationc.2983N>Tp.Pro995Serp.P995SP54753protein_codingtolerated(0.26)probably_damaging(0.996)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
EPHB3SNVMissense_Mutationc.1946G>Cp.Arg649Prop.R649PP54753protein_codingdeleterious(0.02)probably_damaging(1)TCGA-B6-A0X1-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
EPHB3SNVMissense_Mutationnovelc.1202G>Cp.Arg401Prop.R401PP54753protein_codingtolerated(0.05)probably_damaging(0.959)TCGA-B6-A400-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
EPHB3SNVMissense_Mutationc.151N>Cp.Glu51Glnp.E51QP54753protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
EPHB3SNVMissense_Mutationc.2458G>Ap.Asp820Asnp.D820NP54753protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EW-A1OV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyepirubicinSD
EPHB3SNVMissense_Mutationnovelc.175G>Ap.Glu59Lysp.E59KP54753protein_codingtolerated(0.7)benign(0.056)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
EPHB3insertionNonsense_Mutationnovelc.2045_2046insCGTGCCCGCACAGTAGCTGGCTATp.Glu682delinsAspValProAlaGlnTerLeuAlaMetp.E682delinsDVPAQ*LAMP54753protein_codingTCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
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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
2049EPHB3DRUGGABLE GENOME, TYROSINE KINASE, KINASEinhibitorCHEMBL24828VANDETANIB
2049EPHB3DRUGGABLE GENOME, TYROSINE KINASE, KINASEinhibitor249565821
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