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: EDAR

Gene summary for EDAR

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EDAR

Gene ID

10913

Gene nameectodysplasin A receptor
Gene AliasDL
Cytomap2q13
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q9UNE0


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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
10913EDARHTA11_6818_2000001021HumanColorectumAD4.37e-023.18e-010.0588
10913EDARHTA11_99999970781_79442HumanColorectumMSS3.19e-073.92e-010.294
10913EDARHTA11_99999971662_82457HumanColorectumMSS1.10e-115.77e-010.3859
10913EDARA002-C-010HumanColorectumFAP6.90e-053.06e-010.242
10913EDARA001-C-207HumanColorectumFAP2.25e-075.29e-010.1278
10913EDARA002-C-203HumanColorectumFAP2.54e-032.55e-010.2786
10913EDARA001-C-119HumanColorectumFAP7.28e-064.95e-01-0.1557
10913EDARA001-C-108HumanColorectumFAP5.19e-196.83e-01-0.0272
10913EDARA002-C-021HumanColorectumFAP2.26e-134.75e-010.1171
10913EDARA001-C-104HumanColorectumFAP3.23e-288.37e-010.0184
10913EDARA015-C-006HumanColorectumFAP4.51e-034.19e-01-0.0994
10913EDARA015-C-106HumanColorectumFAP6.49e-105.85e-01-0.0511
10913EDARA001-C-014HumanColorectumFAP5.72e-157.03e-010.0135
10913EDARA001-C-203HumanColorectumFAP5.98e-084.70e-01-0.0481
10913EDARCRC-1-8810HumanColorectumCRC1.76e-095.44e-010.6257
10913EDARP1T-EHumanEsophagusESCC1.05e-094.31e-010.0875
10913EDARP2T-EHumanEsophagusESCC4.40e-092.19e-010.1177
10913EDARP16T-EHumanEsophagusESCC4.48e-651.19e+000.1153
10913EDARP22T-EHumanEsophagusESCC2.06e-081.74e-010.1236
10913EDARP40T-EHumanEsophagusESCC1.70e-031.31e-010.109
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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
∗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:190122414EsophagusESCCpositive regulation of NIK/NF-kappaB signaling44/855269/187231.86e-038.42e-0344
GO:00423033EsophagusESCCmolting cycle64/8552107/187232.24e-039.85e-0364
GO:00426333EsophagusESCChair cycle64/8552107/187232.24e-039.85e-0364
GO:00434731EsophagusESCCpigmentation59/855298/187232.64e-031.12e-0259
GO:00703046EsophagusESCCpositive regulation of stress-activated protein kinase signaling cascade74/8552128/187233.77e-031.53e-0274
GO:00380615EsophagusESCCNIK/NF-kappaB signaling81/8552143/187235.33e-032.00e-0281
GO:00328745EsophagusESCCpositive regulation of stress-activated MAPK cascade72/8552126/187236.24e-032.29e-0272
GO:00463302EsophagusESCCpositive regulation of JNK cascade52/855289/187231.04e-023.56e-0252
GO:00380614Oral cavityOSCCNIK/NF-kappaB signaling78/7305143/187231.14e-048.35e-0478
GO:19012246Oral cavityOSCCpositive regulation of NIK/NF-kappaB signaling40/730569/187231.08e-035.56e-0340
GO:19012224Oral cavityOSCCregulation of NIK/NF-kappaB signaling59/7305112/187232.25e-031.00e-0259
GO:190122212Oral cavityLPregulation of NIK/NF-kappaB signaling44/4623112/187234.38e-044.19e-0344
GO:190122413Oral cavityLPpositive regulation of NIK/NF-kappaB signaling29/462369/187231.15e-039.40e-0329
GO:003806112Oral cavityLPNIK/NF-kappaB signaling52/4623143/187231.20e-039.66e-0352
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa040645EsophagusESCCNF-kappa B signaling pathway67/4205104/84651.62e-034.89e-032.50e-0367
hsa0406412EsophagusESCCNF-kappa B signaling pathway67/4205104/84651.62e-034.89e-032.50e-0367
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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
EDAEDAREDA_EDAREDACervixCC
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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
EDARSNVMissense_Mutationrs144473052c.293G>Cp.Arg98Prop.R98PQ9UNE0protein_codingdeleterious(0)possibly_damaging(0.795)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
EDARSNVMissense_Mutationnovelc.88N>Cp.Asn30Hisp.N30HQ9UNE0protein_codingdeleterious(0.03)benign(0.347)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EDARSNVMissense_Mutationnovelc.352C>Tp.Pro118Serp.P118SQ9UNE0protein_codingdeleterious(0.01)benign(0.388)TCGA-AO-A03P-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyletrozolePD
EDARSNVMissense_Mutationc.1097N>Tp.Ser366Phep.S366FQ9UNE0protein_codingdeleterious(0)possibly_damaging(0.745)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
EDARSNVMissense_Mutationc.1046N>Tp.Pro349Leup.P349LQ9UNE0protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-BH-A18Q-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
EDARSNVMissense_Mutationnovelc.152N>Ap.Gly51Glup.G51EQ9UNE0protein_codingtolerated(1)benign(0)TCGA-D8-A142-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamidSD
EDARdeletionIn_Frame_Delc.100_105delNNNNNNp.Asn34_Glu35delp.N34_E35delQ9UNE0protein_codingTCGA-D8-A147-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
EDARSNVMissense_Mutationc.473N>Cp.Asn158Thrp.N158TQ9UNE0protein_codingtolerated(0.43)benign(0.007)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EDARSNVMissense_Mutationc.1128C>Ap.His376Glnp.H376QQ9UNE0protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
EDARSNVMissense_Mutationrs764390189c.1123C>Tp.Arg375Cysp.R375CQ9UNE0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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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
10913EDARDRUGGABLE GENOME178102765
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