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: ARVCF

Gene summary for ARVCF

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARVCF

Gene ID

421

Gene nameARVCF delta catenin family member
Gene AliasARVCF
Cytomap22q11.21
Gene Typeprotein-coding
GO ID

GO:0007043

UniProtAcc

O00192


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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
421ARVCFLZE24THumanEsophagusESCC5.13e-039.11e-020.0596
421ARVCFP1T-EHumanEsophagusESCC4.62e-031.50e-010.0875
421ARVCFP2T-EHumanEsophagusESCC1.88e-041.14e-010.1177
421ARVCFP4T-EHumanEsophagusESCC1.36e-041.21e-010.1323
421ARVCFP8T-EHumanEsophagusESCC4.31e-061.33e-010.0889
421ARVCFP10T-EHumanEsophagusESCC2.05e-071.41e-010.116
421ARVCFP11T-EHumanEsophagusESCC3.25e-052.22e-010.1426
421ARVCFP12T-EHumanEsophagusESCC1.76e-122.18e-010.1122
421ARVCFP16T-EHumanEsophagusESCC9.21e-121.74e-010.1153
421ARVCFP17T-EHumanEsophagusESCC4.79e-041.59e-010.1278
421ARVCFP20T-EHumanEsophagusESCC3.97e-029.27e-020.1124
421ARVCFP21T-EHumanEsophagusESCC5.46e-184.32e-010.1617
421ARVCFP23T-EHumanEsophagusESCC1.48e-051.41e-010.108
421ARVCFP24T-EHumanEsophagusESCC1.66e-028.04e-020.1287
421ARVCFP26T-EHumanEsophagusESCC2.02e-061.36e-010.1276
421ARVCFP27T-EHumanEsophagusESCC8.40e-041.01e-010.1055
421ARVCFP28T-EHumanEsophagusESCC8.40e-048.49e-020.1149
421ARVCFP30T-EHumanEsophagusESCC1.02e-021.32e-010.137
421ARVCFP37T-EHumanEsophagusESCC6.05e-081.69e-010.1371
421ARVCFP38T-EHumanEsophagusESCC2.66e-021.15e-010.127
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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
∗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:003432918EsophagusESCCcell junction assembly227/8552420/187233.06e-041.83e-03227
GO:004521620EsophagusESCCcell-cell junction organization114/8552200/187238.04e-044.16e-03114
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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
ARVCFSNVMissense_Mutationc.1966N>Cp.Glu656Glnp.E656QO00192protein_codingtolerated(0.17)probably_damaging(0.997)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ARVCFSNVMissense_Mutationc.2294N>Ap.Pro765Glnp.P765QO00192protein_codingtolerated(0.39)benign(0)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ARVCFSNVMissense_Mutationnovelc.1921G>Ap.Asp641Asnp.D641NO00192protein_codingtolerated(0.08)probably_damaging(0.954)TCGA-B6-A0RS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ARVCFSNVMissense_Mutationc.1538N>Ap.Ala513Aspp.A513DO00192protein_codingdeleterious(0.03)possibly_damaging(0.885)TCGA-BH-A1FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ARVCFSNVMissense_Mutationrs756681144c.2468C>Tp.Ser823Leup.S823LO00192protein_codingdeleterious(0)possibly_damaging(0.829)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ARVCFdeletionFrame_Shift_Delc.2588_2595delNNNNNNNNp.Leu863ArgfsTer5p.L863Rfs*5O00192protein_codingTCGA-GM-A2DB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
ARVCFSNVMissense_Mutationrs747415960c.1726N>Tp.Arg576Trpp.R576WO00192protein_codingdeleterious(0)probably_damaging(1)TCGA-BI-A0VR-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
ARVCFSNVMissense_Mutationnovelc.2257N>Cp.Glu753Glnp.E753QO00192protein_codingtolerated(0.06)benign(0.001)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
ARVCFSNVMissense_Mutationc.1274G>Ap.Arg425Hisp.R425HO00192protein_codingdeleterious(0)probably_damaging(0.993)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ARVCFSNVMissense_Mutationc.2051N>Tp.Ala684Valp.A684VO00192protein_codingdeleterious(0.01)probably_damaging(0.934)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=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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