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: VANGL1

Gene summary for VANGL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

VANGL1

Gene ID

81839

Gene nameVANGL planar cell polarity protein 1
Gene AliasKITENIN
Cytomap1p13.1
Gene Typeprotein-coding
GO ID

GO:0001736

UniProtAcc

Q8TAA9


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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
81839VANGL1LZE4THumanEsophagusESCC4.05e-112.96e-010.0811
81839VANGL1LZE7THumanEsophagusESCC1.86e-031.91e-010.0667
81839VANGL1LZE24THumanEsophagusESCC7.38e-127.42e-020.0596
81839VANGL1P1T-EHumanEsophagusESCC2.16e-042.02e-010.0875
81839VANGL1P2T-EHumanEsophagusESCC1.13e-326.15e-010.1177
81839VANGL1P4T-EHumanEsophagusESCC2.38e-112.76e-010.1323
81839VANGL1P5T-EHumanEsophagusESCC1.73e-142.09e-010.1327
81839VANGL1P8T-EHumanEsophagusESCC4.42e-182.88e-010.0889
81839VANGL1P9T-EHumanEsophagusESCC5.84e-111.59e-010.1131
81839VANGL1P10T-EHumanEsophagusESCC7.11e-254.14e-010.116
81839VANGL1P11T-EHumanEsophagusESCC3.19e-114.27e-010.1426
81839VANGL1P12T-EHumanEsophagusESCC1.89e-142.93e-010.1122
81839VANGL1P15T-EHumanEsophagusESCC7.43e-108.23e-020.1149
81839VANGL1P16T-EHumanEsophagusESCC4.88e-129.80e-020.1153
81839VANGL1P17T-EHumanEsophagusESCC5.30e-061.47e-010.1278
81839VANGL1P19T-EHumanEsophagusESCC1.94e-042.39e-010.1662
81839VANGL1P20T-EHumanEsophagusESCC9.63e-172.99e-010.1124
81839VANGL1P21T-EHumanEsophagusESCC2.14e-408.24e-010.1617
81839VANGL1P22T-EHumanEsophagusESCC1.11e-232.01e-010.1236
81839VANGL1P23T-EHumanEsophagusESCC2.30e-235.71e-010.108
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:001605517EsophagusESCCWnt signaling pathway268/8552444/187232.32e-106.58e-09268
GO:019873817EsophagusESCCcell-cell signaling by wnt269/8552446/187232.41e-106.79e-09269
GO:00017387EsophagusESCCmorphogenesis of a polarized epithelium63/855294/187232.34e-052.00e-0463
GO:00600714EsophagusESCCWnt signaling pathway, planar cell polarity pathway36/855252/187235.05e-042.79e-0336
GO:00901753EsophagusESCCregulation of establishment of planar polarity37/855256/187231.65e-037.65e-0337
GO:00434731EsophagusESCCpigmentation59/855298/187232.64e-031.12e-0259
GO:00017361EsophagusESCCestablishment of planar polarity45/855272/187232.97e-031.24e-0245
GO:00071641EsophagusESCCestablishment of tissue polarity45/855272/187232.97e-031.24e-0245
GO:00355671EsophagusESCCnon-canonical Wnt signaling pathway45/855272/187232.97e-031.24e-0245
GO:20000274EsophagusESCCregulation of animal organ morphogenesis71/8552125/187237.97e-032.84e-0271
GO:001605524SkincSCCWnt signaling pathway158/4864444/187233.80e-065.70e-05158
GO:019873824SkincSCCcell-cell signaling by wnt158/4864446/187235.08e-067.38e-05158
GO:000173821SkincSCCmorphogenesis of a polarized epithelium35/486494/187231.05e-024.61e-0235
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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
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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
VANGL1SNVMissense_Mutationrs747601622c.1250N>Gp.Tyr417Cysp.Y417CQ8TAA9protein_codingtolerated(0.2)benign(0.003)TCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
VANGL1SNVMissense_Mutationc.542G>Tp.Arg181Leup.R181LQ8TAA9protein_codingdeleterious(0)probably_damaging(0.943)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
VANGL1SNVMissense_Mutationc.1543G>Tp.Val515Phep.V515FQ8TAA9protein_codingdeleterious(0.03)possibly_damaging(0.717)TCGA-B6-A0WZ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
VANGL1SNVMissense_Mutationrs368071458c.1001N>Ap.Arg334Glnp.R334QQ8TAA9protein_codingtolerated(0.06)benign(0.005)TCGA-BH-A0HL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
VANGL1SNVMissense_Mutationc.682N>Ap.Asp228Asnp.D228NQ8TAA9protein_codingtolerated(0.07)probably_damaging(0.999)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
VANGL1SNVMissense_Mutationc.613G>Cp.Gly205Argp.G205RQ8TAA9protein_codingtolerated(0.12)probably_damaging(1)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
VANGL1SNVMissense_Mutationc.1561G>Cp.Glu521Glnp.E521QQ8TAA9protein_codingdeleterious(0)probably_damaging(0.998)TCGA-E2-A15M-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
VANGL1insertionFrame_Shift_Insnovelc.1252_1253insTTTCTTTCTCCCTTCCTCCCTCTCCACTCTCTGAGGGp.His418LeufsTer49p.H418Lfs*49Q8TAA9protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
VANGL1insertionNonsense_Mutationnovelc.157_158insCATAACTAAATCTGATCAGTTTACCCACCAGCTGAAATGTGTp.Gly53delinsAlaTerLeuAsnLeuIleSerLeuProThrSerTerAsnValTerp.G53delinsA*LNLISLPTS*NV*Q8TAA9protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
VANGL1SNVMissense_Mutationc.1532N>Tp.Ser511Phep.S511FQ8TAA9protein_codingdeleterious(0.03)benign(0.046)TCGA-AA-3685-01Colorectumcolon adenocarcinomaMale>=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
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