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: EPHA6

Gene summary for EPHA6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EPHA6

Gene ID

285220

Gene nameEPH receptor A6
Gene AliasEHK-2
Cytomap3q11.2
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

A0A0B4J1T8


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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
285220EPHA6HTA11_3410_2000001011HumanColorectumAD1.92e-132.90e-010.0155
285220EPHA6HTA11_2487_2000001011HumanColorectumSER2.19e-205.56e-01-0.1808
285220EPHA6HTA11_2951_2000001011HumanColorectumAD5.78e-075.37e-010.0216
285220EPHA6HTA11_1938_2000001011HumanColorectumAD6.54e-298.21e-01-0.0811
285220EPHA6HTA11_78_2000001011HumanColorectumAD4.06e-196.48e-01-0.1088
285220EPHA6HTA11_347_2000001011HumanColorectumAD7.47e-265.04e-01-0.1954
285220EPHA6HTA11_411_2000001011HumanColorectumSER1.02e-044.13e-01-0.2602
285220EPHA6HTA11_2112_2000001011HumanColorectumSER1.02e-094.82e-01-0.2196
285220EPHA6HTA11_3361_2000001011HumanColorectumAD9.33e-174.86e-01-0.1207
285220EPHA6HTA11_83_2000001011HumanColorectumSER2.84e-094.28e-01-0.1526
285220EPHA6HTA11_696_2000001011HumanColorectumAD1.81e-163.96e-01-0.1464
285220EPHA6HTA11_866_2000001011HumanColorectumAD1.01e-062.45e-01-0.1001
285220EPHA6HTA11_1391_2000001011HumanColorectumAD7.05e-143.57e-01-0.059
285220EPHA6HTA11_2992_2000001011HumanColorectumSER6.85e-084.18e-01-0.1706
285220EPHA6HTA11_546_2000001011HumanColorectumAD3.18e-042.50e-01-0.0842
285220EPHA6HTA11_9408_2000001011HumanColorectumAD2.16e-023.47e-010.0451
285220EPHA6HTA11_10623_2000001011HumanColorectumAD7.94e-176.53e-01-0.0177
285220EPHA6HTA11_6801_2000001011HumanColorectumSER4.97e-043.04e-010.0171
285220EPHA6HTA11_6818_2000001011HumanColorectumAD5.79e-301.55e+000.0112
285220EPHA6HTA11_7469_2000001011HumanColorectumAD1.05e-023.49e-01-0.0124
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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
∗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:0007409ColorectumADaxonogenesis122/3918418/187233.36e-056.15e-04122
GO:0061564ColorectumADaxon development132/3918467/187238.40e-051.31e-03132
GO:0033674ColorectumADpositive regulation of kinase activity131/3918467/187231.28e-041.85e-03131
GO:0007411ColorectumADaxon guidance64/3918227/187235.41e-033.55e-0264
GO:0097485ColorectumADneuron projection guidance64/3918228/187236.02e-033.78e-0264
GO:00336741ColorectumSERpositive regulation of kinase activity95/2897467/187232.62e-032.41e-0295
GO:00074111ColorectumSERaxon guidance51/2897227/187233.29e-032.82e-0251
GO:00974851ColorectumSERneuron projection guidance51/2897228/187233.61e-033.03e-0251
GO:00615641ColorectumSERaxon development94/2897467/187233.78e-033.13e-0294
GO:00074091ColorectumSERaxonogenesis84/2897418/187236.20e-034.49e-0284
GO:00336742ColorectumMSSpositive regulation of kinase activity122/3467467/187232.50e-055.21e-04122
GO:00074092ColorectumMSSaxonogenesis105/3467418/187234.32e-045.23e-03105
GO:00615642ColorectumMSSaxon development115/3467467/187235.33e-046.00e-03115
GO:0048013ColorectumMSSephrin receptor signaling pathway17/346751/187238.28e-034.99e-0217
GO:00336743ColorectumMSI-Hpositive regulation of kinase activity53/1319467/187233.99e-048.98e-0353
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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
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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
EPHA6SNVMissense_Mutationc.1720N>Cp.Tyr574Hisp.Y574Hprotein_codingdeleterious(0)probably_damaging(0.998)TCGA-A2-A0T1-01Breastbreast invasive carcinomaFemale<65III/IVTargeted Molecular therapyherceptinSD
EPHA6SNVMissense_Mutationrs748675557c.727N>Ap.Asp243Asnp.D243Nprotein_codingdeleterious(0)probably_damaging(0.996)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
EPHA6SNVMissense_Mutationnovelc.1246N>Ap.Asp416Asnp.D416Nprotein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-A8-A08J-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
EPHA6SNVMissense_Mutationnovelc.1835N>Tp.Arg612Ilep.R612Iprotein_codingdeleterious(0)probably_damaging(0.996)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EPHA6SNVMissense_Mutationnovelc.2171N>Tp.Arg724Ilep.R724Iprotein_codingtolerated(0.38)probably_damaging(0.996)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EPHA6SNVMissense_Mutationrs780254423c.979N>Tp.Arg327Trpp.R327Wprotein_codingdeleterious(0)probably_damaging(0.924)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
EPHA6SNVMissense_Mutationc.1823N>Cp.His608Prop.H608Pprotein_codingdeleterious(0.01)possibly_damaging(0.69)TCGA-GI-A2C8-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificAdriamycinSD
EPHA6deletionFrame_Shift_Delrs765418329c.2494delNp.Arg834GlyfsTer8p.R834Gfs*8protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EPHA6deletionFrame_Shift_Delnovelc.856delNp.Ala287ArgfsTer45p.A287Rfs*45protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
EPHA6SNVMissense_Mutationc.520G>Ap.Glu174Lysp.E174Kprotein_codingdeleterious(0.03)probably_damaging(0.99)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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
285220EPHA6DRUGGABLE GENOME, KINASE, TYROSINE KINASEinhibitorHESPERADINHESPERADIN19035792
285220EPHA6DRUGGABLE GENOME, KINASE, TYROSINE KINASEinhibitorCHEMBL24828VANDETANIB
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