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: EDN2

Gene summary for EDN2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EDN2

Gene ID

1907

Gene nameendothelin 2
Gene AliasET-2
Cytomap1p34.2
Gene Typeprotein-coding
GO ID

GO:0001516

UniProtAcc

P20800


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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
1907EDN2sample1HumanCervixCC2.90e-106.38e-010.0959
1907EDN2T1HumanCervixCC4.38e-176.37e-010.0918
1907EDN2LZE8THumanEsophagusESCC1.08e-025.21e-010.067
1907EDN2LZE20THumanEsophagusESCC1.21e-027.34e-010.0662
1907EDN2LZE24THumanEsophagusESCC2.80e-141.24e+000.0596
1907EDN2P1T-EHumanEsophagusESCC3.89e-041.00e+000.0875
1907EDN2P4T-EHumanEsophagusESCC1.46e-139.51e-010.1323
1907EDN2P10T-EHumanEsophagusESCC1.35e-074.59e-010.116
1907EDN2P20T-EHumanEsophagusESCC1.74e-051.11e+000.1124
1907EDN2P21T-EHumanEsophagusESCC3.43e-321.48e+000.1617
1907EDN2P22T-EHumanEsophagusESCC4.23e-021.68e-010.1236
1907EDN2P23T-EHumanEsophagusESCC3.44e-041.04e+000.108
1907EDN2P26T-EHumanEsophagusESCC1.06e-089.00e-010.1276
1907EDN2P27T-EHumanEsophagusESCC1.27e-146.98e-010.1055
1907EDN2P31T-EHumanEsophagusESCC2.18e-076.70e-010.1251
1907EDN2P37T-EHumanEsophagusESCC1.66e-054.76e-010.1371
1907EDN2P42T-EHumanEsophagusESCC1.52e-061.11e+000.1175
1907EDN2P48T-EHumanEsophagusESCC1.09e-034.28e-010.0959
1907EDN2P52T-EHumanEsophagusESCC3.03e-116.75e-010.1555
1907EDN2P54T-EHumanEsophagusESCC3.44e-131.09e+000.0975
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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
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
∗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:00321035CervixCCpositive regulation of response to external stimulus95/2311427/187235.44e-095.03e-0795
GO:00603267CervixCCcell chemotaxis73/2311310/187232.82e-081.96e-0673
GO:00975298CervixCCmyeloid leukocyte migration56/2311220/187237.21e-084.15e-0656
GO:00305957CervixCCleukocyte chemotaxis57/2311230/187231.48e-077.07e-0657
GO:00716218CervixCCgranulocyte chemotaxis37/2311125/187232.16e-079.56e-0637
GO:00509007CervixCCleukocyte migration78/2311369/187231.09e-063.80e-0578
GO:00975308CervixCCgranulocyte migration39/2311148/187232.67e-067.87e-0539
GO:00026857CervixCCregulation of leukocyte migration50/2311210/187232.95e-068.31e-0550
GO:00026888CervixCCregulation of leukocyte chemotaxis34/2311122/187233.00e-068.38e-0534
GO:00305938CervixCCneutrophil chemotaxis30/2311103/187234.24e-061.09e-0430
GO:00509203CervixCCregulation of chemotaxis51/2311223/187238.03e-061.86e-0451
GO:00026878CervixCCpositive regulation of leukocyte migration35/2311135/187231.25e-052.60e-0435
GO:19902666CervixCCneutrophil migration32/2311122/187232.25e-054.00e-0432
GO:00026906CervixCCpositive regulation of leukocyte chemotaxis26/231194/187234.85e-057.34e-0426
GO:00509213CervixCCpositive regulation of chemotaxis34/2311141/187238.19e-051.11e-0334
GO:00482464CervixCCmacrophage chemotaxis14/231138/187239.80e-051.27e-0314
GO:00192213CervixCCcytokine-mediated signaling pathway84/2311472/187233.25e-043.44e-0384
GO:19055174CervixCCmacrophage migration16/231155/187237.23e-046.51e-0316
GO:00303245CervixCClung development36/2311177/187231.64e-031.26e-0236
GO:00303235CervixCCrespiratory tube development36/2311181/187232.46e-031.71e-0236
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
EDN2EDNRAEDN2_EDNRAEDNCervixCC
EDN2EDNRAEDN2_EDNRAEDNEsophagusESCC
EDN2EDNRBEDN2_EDNRBEDNEsophagusESCC
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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
EDN2SNVMissense_Mutationnovelc.196G>Cp.Asp66Hisp.D66HP20800protein_codingdeleterious(0)probably_damaging(1)TCGA-IR-A3LL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EDN2SNVMissense_Mutationc.491C>Ap.Ala164Aspp.A164DP20800protein_codingtolerated(0.15)benign(0.102)TCGA-F5-6810-01Colorectumrectum adenocarcinomaUnknownUnknownI/IIUnknownUnknownUnknown
EDN2SNVMissense_Mutationrs764912588c.496C>Tp.Arg166Trpp.R166WP20800protein_codingdeleterious(0)benign(0)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
EDN2SNVMissense_Mutationc.475N>Gp.Lys159Glup.K159EP20800protein_codingtolerated(0.12)benign(0)TCGA-D1-A174-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EDN2SNVMissense_Mutationnovelc.311C>Ap.Pro104Hisp.P104HP20800protein_codingtolerated(0.15)benign(0.007)TCGA-DD-AADD-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownSD
EDN2SNVMissense_Mutationc.260N>Tp.Arg87Leup.R87LP20800protein_codingdeleterious(0)probably_damaging(0.98)TCGA-55-1595-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownSD
EDN2SNVMissense_Mutationrs759554381c.349N>Cp.Glu117Glnp.E117QP20800protein_codingtolerated(0.47)benign(0.011)TCGA-CN-4723-01Oral cavityhead & neck squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
EDN2SNVMissense_Mutationc.242T>Ap.Leu81Glnp.L81QP20800protein_codingdeleterious(0)probably_damaging(0.994)TCGA-CH-5754-01Prostateprostate adenocarcinomaMale>=659UnknownUnknownSD
EDN2SNVMissense_Mutationc.167N>Gp.Asp56Glyp.D56GP20800protein_codingdeleterious(0)probably_damaging(1)TCGA-BR-8680-01Stomachstomach adenocarcinomaMale<65III/IVChemotherapyoxaliplatinCR
EDN2SNVMissense_Mutationrs764912588c.496N>Tp.Arg166Trpp.R166WP20800protein_codingdeleterious(0)benign(0)TCGA-VQ-AA6D-01Stomachstomach adenocarcinomaFemale<65III/IVChemotherapyfluorouracilCR
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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
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