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: VOPP1

Gene summary for VOPP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

VOPP1

Gene ID

81552

Gene nameVOPP1 WW domain binding protein
Gene AliasECOP
Cytomap7p11.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q96AW1


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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
81552VOPP1LZE2DHumanEsophagusHGIN3.07e-033.39e-010.0642
81552VOPP1LZE4THumanEsophagusESCC1.07e-061.73e-010.0811
81552VOPP1LZE5THumanEsophagusESCC7.87e-032.40e-010.0514
81552VOPP1LZE7THumanEsophagusESCC2.18e-052.44e-010.0667
81552VOPP1LZE20THumanEsophagusESCC2.61e-082.92e-010.0662
81552VOPP1LZE22THumanEsophagusESCC1.27e-044.75e-010.068
81552VOPP1LZE24THumanEsophagusESCC2.83e-194.61e-010.0596
81552VOPP1P1T-EHumanEsophagusESCC1.54e-053.59e-010.0875
81552VOPP1P2T-EHumanEsophagusESCC1.95e-539.41e-010.1177
81552VOPP1P4T-EHumanEsophagusESCC9.19e-256.37e-010.1323
81552VOPP1P5T-EHumanEsophagusESCC3.58e-142.51e-010.1327
81552VOPP1P8T-EHumanEsophagusESCC1.98e-263.01e-010.0889
81552VOPP1P9T-EHumanEsophagusESCC1.31e-133.45e-010.1131
81552VOPP1P10T-EHumanEsophagusESCC8.88e-436.82e-010.116
81552VOPP1P11T-EHumanEsophagusESCC1.66e-123.88e-010.1426
81552VOPP1P12T-EHumanEsophagusESCC5.62e-346.66e-010.1122
81552VOPP1P15T-EHumanEsophagusESCC8.11e-388.95e-010.1149
81552VOPP1P16T-EHumanEsophagusESCC5.18e-162.77e-010.1153
81552VOPP1P17T-EHumanEsophagusESCC3.00e-084.82e-010.1278
81552VOPP1P19T-EHumanEsophagusESCC2.15e-087.28e-010.1662
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid 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
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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
VOPP1SNVMissense_Mutationrs751325594c.257N>Cp.Tyr86Serp.Y86SQ96AW1protein_codingdeleterious(0.02)benign(0.224)TCGA-JL-A3YW-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
VOPP1insertionNonsense_Mutationnovelc.301_302insTCAGGTTGTAGGTCTTAAACATGCACAGCTTTTTGCCTp.Thr101IlefsTer4p.T101Ifs*4Q96AW1protein_codingTCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
VOPP1insertionIn_Frame_Insnovelc.211_212insCAACGGTGTGGCTGAp.Val71delinsAlaThrValTrpLeuMetp.V71delinsATVWLMQ96AW1protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
VOPP1SNVMissense_Mutationrs778245022c.496G>Ap.Glu166Lysp.E166KQ96AW1protein_codingdeleterious_low_confidence(0)probably_damaging(0.988)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
VOPP1SNVMissense_Mutationc.88N>Ap.Glu30Lysp.E30KQ96AW1protein_codingdeleterious(0.02)probably_damaging(0.988)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
VOPP1SNVMissense_Mutationrs778245022c.496N>Ap.Glu166Lysp.E166KQ96AW1protein_codingdeleterious_low_confidence(0)probably_damaging(0.988)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
VOPP1SNVMissense_Mutationc.250C>Tp.Arg84Cysp.R84CQ96AW1protein_codingdeleterious(0.05)probably_damaging(0.997)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
VOPP1SNVMissense_Mutationc.88G>Ap.Glu30Lysp.E30KQ96AW1protein_codingdeleterious(0.02)probably_damaging(0.988)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
VOPP1SNVMissense_Mutationc.323N>Ap.Gly108Aspp.G108DQ96AW1protein_codingdeleterious_low_confidence(0.01)benign(0)TCGA-BG-A0VZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinCR
VOPP1SNVMissense_Mutationc.263N>Tp.Pro88Leup.P88LQ96AW1protein_codingtolerated(0.06)probably_damaging(0.947)TCGA-D1-A167-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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