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: VEZF1

Gene summary for VEZF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

VEZF1

Gene ID

7716

Gene namevascular endothelial zinc finger 1
Gene AliasDB1
Cytomap17q22
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

J3QSH4


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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
7716VEZF1LZE4THumanEsophagusESCC2.19e-195.27e-010.0811
7716VEZF1LZE5THumanEsophagusESCC1.44e-034.01e-010.0514
7716VEZF1LZE7THumanEsophagusESCC5.21e-065.38e-010.0667
7716VEZF1LZE8THumanEsophagusESCC5.52e-133.19e-010.067
7716VEZF1LZE20THumanEsophagusESCC1.13e-023.60e-020.0662
7716VEZF1LZE22THumanEsophagusESCC1.52e-043.53e-010.068
7716VEZF1LZE24THumanEsophagusESCC1.69e-247.70e-010.0596
7716VEZF1LZE21THumanEsophagusESCC2.79e-043.48e-010.0655
7716VEZF1LZE6THumanEsophagusESCC5.76e-052.21e-010.0845
7716VEZF1P1T-EHumanEsophagusESCC1.42e-104.95e-010.0875
7716VEZF1P2T-EHumanEsophagusESCC5.16e-481.06e+000.1177
7716VEZF1P4T-EHumanEsophagusESCC1.42e-214.83e-010.1323
7716VEZF1P5T-EHumanEsophagusESCC9.21e-119.99e-020.1327
7716VEZF1P8T-EHumanEsophagusESCC4.01e-327.37e-010.0889
7716VEZF1P9T-EHumanEsophagusESCC3.14e-133.76e-010.1131
7716VEZF1P10T-EHumanEsophagusESCC1.79e-327.91e-010.116
7716VEZF1P11T-EHumanEsophagusESCC6.53e-269.22e-010.1426
7716VEZF1P12T-EHumanEsophagusESCC6.66e-389.48e-010.1122
7716VEZF1P15T-EHumanEsophagusESCC4.07e-359.14e-010.1149
7716VEZF1P16T-EHumanEsophagusESCC1.22e-288.01e-010.1153
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
GO:000206420EsophagusESCCepithelial cell development136/8552220/187239.50e-071.21e-05136
GO:000188510EsophagusESCCendothelial cell development44/855264/187231.59e-041.05e-0344
GO:004544610EsophagusESCCendothelial cell differentiation67/8552118/187239.86e-033.40e-0267
GO:000315818EsophagusESCCendothelium development76/8552136/187231.05e-023.59e-0276
GO:000206412LiverCirrhoticepithelial cell development80/4634220/187237.63e-058.44e-0480
GO:00018855LiverCirrhoticendothelial cell development27/463464/187231.63e-031.05e-0227
GO:00031586LiverCirrhoticendothelium development49/4634136/187232.14e-031.32e-0249
GO:00454465LiverCirrhoticendothelial cell differentiation43/4634118/187233.03e-031.72e-0243
GO:000206422LiverHCCepithelial cell development114/7958220/187233.19e-031.47e-02114
GO:000188512LiverHCCendothelial cell development37/795864/187239.63e-033.63e-0237
GO:000206419Oral cavityOSCCepithelial cell development116/7305220/187232.34e-052.21e-04116
GO:00018859Oral cavityOSCCendothelial cell development40/730564/187231.20e-048.57e-0440
GO:000315816Oral cavityOSCCendothelium development71/7305136/187231.18e-035.99e-0371
GO:00454469Oral cavityOSCCendothelial cell differentiation61/7305118/187233.40e-031.44e-0261
GO:000206417ProstateBPHepithelial cell development85/3107220/187233.16e-154.55e-1385
GO:000315814ProstateBPHendothelium development49/3107136/187233.17e-089.07e-0749
GO:00454468ProstateBPHendothelial cell differentiation43/3107118/187231.49e-073.46e-0643
GO:00018858ProstateBPHendothelial cell development28/310764/187232.93e-076.23e-0628
GO:00308565ProstateBPHregulation of epithelial cell differentiation49/3107154/187232.28e-063.74e-0549
GO:000206418ProstateTumorepithelial cell development88/3246220/187231.30e-152.38e-1388
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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
VEZF1pDCBreastDCISTP53I3,TNRC18,LRRC8A, etc.3.14e-02The 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.
VEZF1M2MACBreastIDCTP53I3,TNRC18,LRRC8A, etc.3.21e-02The 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.
VEZF1MYOFIBColorectumCRCKIF3C,POC1A,ARAP2, etc.3.39e-02The 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.
VEZF1GLIAColorectumCRCKIF3C,POC1A,ARAP2, etc.2.06e-02The 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.
VEZF1LYMENDColorectumMSSKIF3C,POC1A,ARAP2, etc.5.23e-02The 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.
VEZF1ABPLungHealthyADGRF5,ITGB6,FABP5, etc.4.58e-02The 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.
VEZF1STMOral cavityLPCUEDC1,NNT-AS1,ANKRD10, etc.5.14e-01The 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.
VEZF1INMONSkinADJCCL3L1,IQCG,NRG1, etc.2.48e-01The 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.
VEZF1INMONSkinHealthyCCL3L1,IQCG,NRG1, etc.2.51e-02The 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.
VEZF1BMEMStomachHealthyCRCP,GNLY,SNORA76, etc.5.08e-03The 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.
∗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
VEZF1SNVMissense_Mutationc.500N>Cp.Ser167Thrp.S167TQ14119protein_codingtolerated(0.4)benign(0.34)TCGA-BH-A0HB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
VEZF1SNVMissense_Mutationc.249N>Ap.Phe83Leup.F83LQ14119protein_codingdeleterious(0)probably_damaging(0.966)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
VEZF1insertionNonsense_Mutationnovelc.1281_1282insACTGTTCTTATCCACAGTACAAAAATGGTTTGTTTTTAATp.Val428ThrfsTer13p.V428Tfs*13Q14119protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
VEZF1SNVMissense_Mutationc.1463N>Ap.Leu488Glnp.L488QQ14119protein_codingdeleterious_low_confidence(0)probably_damaging(0.979)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
VEZF1SNVMissense_Mutationnovelc.208N>Ap.Pro70Thrp.P70TQ14119protein_codingtolerated(0.14)benign(0.276)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
VEZF1SNVMissense_Mutationc.772G>Ap.Glu258Lysp.E258KQ14119protein_codingdeleterious(0)possibly_damaging(0.906)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
VEZF1SNVMissense_Mutationc.893C>Tp.Ala298Valp.A298VQ14119protein_codingdeleterious(0.01)benign(0.288)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
VEZF1SNVMissense_Mutationc.511A>Gp.Lys171Glup.K171EQ14119protein_codingtolerated(0.09)benign(0.345)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
VEZF1SNVMissense_Mutationc.622A>Gp.Asn208Aspp.N208DQ14119protein_codingtolerated(0.64)possibly_damaging(0.807)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
VEZF1SNVMissense_Mutationc.398C>Tp.Ala133Valp.A133VQ14119protein_codingtolerated(0.06)benign(0.201)TCGA-G4-6588-01Colorectumcolon 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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