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: VPS72

Gene summary for VPS72

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

VPS72

Gene ID

6944

Gene namevacuolar protein sorting 72 homolog
Gene AliasCFL1
Cytomap1q21.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q15906


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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
6944VPS72HTA11_1938_2000001011HumanColorectumAD1.49e-023.08e-01-0.0811
6944VPS72HTA11_347_2000001011HumanColorectumAD3.08e-043.22e-01-0.1954
6944VPS72HTA11_696_2000001011HumanColorectumAD2.17e-062.75e-01-0.1464
6944VPS72HTA11_866_2000001011HumanColorectumAD4.16e-032.07e-01-0.1001
6944VPS72HTA11_1391_2000001011HumanColorectumAD3.74e-033.75e-01-0.059
6944VPS72HTA11_866_3004761011HumanColorectumAD1.11e-104.96e-010.096
6944VPS72HTA11_7663_2000001011HumanColorectumSER3.15e-024.49e-010.0131
6944VPS72HTA11_7696_3000711011HumanColorectumAD3.74e-154.19e-010.0674
6944VPS72HTA11_99999970781_79442HumanColorectumMSS6.82e-094.35e-010.294
6944VPS72HTA11_99999965104_69814HumanColorectumMSS3.33e-023.72e-010.281
6944VPS72HTA11_99999971662_82457HumanColorectumMSS3.09e-216.70e-010.3859
6944VPS72HTA11_99999974143_84620HumanColorectumMSS2.41e-062.78e-010.3005
6944VPS72LZE2DHumanEsophagusHGIN1.70e-034.63e-010.0642
6944VPS72LZE2THumanEsophagusESCC2.40e-067.04e-010.082
6944VPS72LZE4THumanEsophagusESCC1.36e-173.67e-010.0811
6944VPS72LZE5THumanEsophagusESCC1.53e-063.42e-010.0514
6944VPS72LZE7THumanEsophagusESCC1.75e-209.88e-010.0667
6944VPS72LZE8THumanEsophagusESCC1.32e-082.44e-010.067
6944VPS72LZE20THumanEsophagusESCC2.13e-102.98e-010.0662
6944VPS72LZE22THumanEsophagusESCC1.06e-086.01e-010.068
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
∗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:0006325ColorectumADchromatin organization119/3918409/187234.85e-058.33e-04119
GO:0006338ColorectumADchromatin remodeling70/3918255/187237.44e-034.53e-0270
GO:00063251ColorectumSERchromatin organization89/2897409/187234.15e-046.17e-0389
GO:00063252ColorectumMSSchromatin organization107/3467409/187237.22e-051.21e-03107
GO:000632516EsophagusHGINchromatin organization92/2587409/187231.05e-064.16e-0592
GO:00198277EsophagusHGINstem cell population maintenance39/2587131/187231.63e-066.14e-0539
GO:00987278EsophagusHGINmaintenance of cell number39/2587134/187233.02e-061.03e-0439
GO:0035019EsophagusHGINsomatic stem cell population maintenance13/258742/187233.32e-033.12e-0213
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:009872714EsophagusESCCmaintenance of cell number90/8552134/187233.94e-075.43e-0690
GO:001982714EsophagusESCCstem cell population maintenance88/8552131/187235.23e-076.97e-0688
GO:0043486EsophagusESCChistone exchange16/855222/187239.46e-033.28e-0216
GO:001982711LiverCirrhoticstem cell population maintenance48/4634131/187231.58e-031.03e-0248
GO:009872711LiverCirrhoticmaintenance of cell number48/4634134/187232.70e-031.58e-0248
GO:00987272LiverHCCmaintenance of cell number77/7958134/187233.32e-042.33e-0377
GO:00198272LiverHCCstem cell population maintenance75/7958131/187234.58e-043.04e-0375
GO:000632511LiverHCCchromatin organization206/7958409/187237.23e-044.41e-03206
GO:00987277Oral cavityOSCCmaintenance of cell number81/7305134/187233.96e-075.90e-0681
GO:00198276Oral cavityOSCCstem cell population maintenance79/7305131/187236.28e-078.96e-0679
GO:000632510Oral cavityOSCCchromatin organization190/7305409/187231.17e-035.97e-03190
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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
VPS72CD8TEXINTLiverHCCSEC61B,BTBD9,FNIP1, etc.9.10e-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.
VPS72BNLiverHealthySEC61B,BTBD9,FNIP1, etc.3.84e-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.
VPS72PLAOral cavityEOLPBTBD3,MYBL1,DAG1, etc.5.07e-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.
VPS72NKOral cavityLPBTBD3,MYBL1,DAG1, etc.1.33e-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.
VPS72ECCSkinADJAC012447.1,BST2,RNASE1, etc.5.10e-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.
VPS72CYCSkinSCCISAC012447.1,BST2,RNASE1, etc.9.95e-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
VPS72SNVMissense_Mutationc.70N>Ap.Glu24Lysp.E24KQ15906protein_codingdeleterious(0.04)probably_damaging(0.992)TCGA-AN-A0XO-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
VPS72SNVMissense_Mutationc.920N>Gp.His307Argp.H307RQ15906protein_codingtolerated(0.63)benign(0.047)TCGA-B6-A402-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamidePD
VPS72SNVMissense_Mutationrs763229765c.991C>Tp.Arg331Cysp.R331CQ15906protein_codingdeleterious(0)probably_damaging(0.986)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
VPS72SNVMissense_Mutationnovelc.614N>Ap.Arg205Glnp.R205QQ15906protein_codingdeleterious(0.01)probably_damaging(0.922)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
VPS72SNVMissense_Mutationc.400C>Tp.Arg134Cysp.R134CQ15906protein_codingdeleterious(0)probably_damaging(0.98)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
VPS72SNVMissense_Mutationc.877C>Tp.Arg293Trpp.R293WQ15906protein_codingtolerated(0.1)possibly_damaging(0.518)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
VPS72SNVMissense_Mutationnovelc.185A>Cp.Asp62Alap.D62AQ15906protein_codingdeleterious(0.01)possibly_damaging(0.642)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
VPS72SNVMissense_Mutationc.682A>Gp.Lys228Glup.K228EQ15906protein_codingdeleterious(0.02)benign(0.217)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
VPS72SNVMissense_Mutationc.488G>Ap.Cys163Tyrp.C163YQ15906protein_codingtolerated(1)benign(0)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
VPS72SNVMissense_Mutationc.473N>Ap.Arg158Glnp.R158QQ15906protein_codingtolerated(0.13)benign(0.122)TCGA-CM-6171-01Colorectumcolon 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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