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: TVP23B

Gene summary for TVP23B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TVP23B

Gene ID

51030

Gene nametrans-golgi network vesicle protein 23 homolog B
Gene AliasCGI-148
Cytomap17p11.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

J3QL63


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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
51030TVP23BLZE2THumanEsophagusESCC1.55e-066.03e-010.082
51030TVP23BLZE4THumanEsophagusESCC1.49e-277.68e-010.0811
51030TVP23BLZE5THumanEsophagusESCC4.42e-087.08e-010.0514
51030TVP23BLZE7THumanEsophagusESCC1.42e-157.61e-010.0667
51030TVP23BLZE8THumanEsophagusESCC1.00e-216.02e-010.067
51030TVP23BLZE20THumanEsophagusESCC7.51e-133.96e-010.0662
51030TVP23BLZE22D1HumanEsophagusHGIN6.39e-083.27e-010.0595
51030TVP23BLZE22THumanEsophagusESCC3.68e-108.25e-010.068
51030TVP23BLZE24THumanEsophagusESCC1.52e-441.10e+000.0596
51030TVP23BLZE21THumanEsophagusESCC1.85e-105.54e-010.0655
51030TVP23BLZE6THumanEsophagusESCC2.13e-125.17e-010.0845
51030TVP23BP1T-EHumanEsophagusESCC6.96e-141.10e+000.0875
51030TVP23BP2T-EHumanEsophagusESCC1.23e-447.70e-010.1177
51030TVP23BP4T-EHumanEsophagusESCC3.69e-591.31e+000.1323
51030TVP23BP5T-EHumanEsophagusESCC1.53e-284.48e-010.1327
51030TVP23BP8T-EHumanEsophagusESCC2.18e-661.11e+000.0889
51030TVP23BP9T-EHumanEsophagusESCC3.15e-266.11e-010.1131
51030TVP23BP10T-EHumanEsophagusESCC1.20e-631.05e+000.116
51030TVP23BP11T-EHumanEsophagusESCC9.52e-351.08e+000.1426
51030TVP23BP12T-EHumanEsophagusESCC2.65e-468.06e-010.1122
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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
∗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:000930617EsophagusESCCprotein secretion190/8552359/187233.22e-031.34e-02190
GO:003559217EsophagusESCCestablishment of protein localization to extracellular region190/8552360/187233.77e-031.53e-02190
GO:007169210EsophagusESCCprotein localization to extracellular region193/8552368/187235.01e-031.92e-02193
GO:003559212LiverHCCestablishment of protein localization to extracellular region176/7958360/187237.96e-033.15e-02176
GO:000930612LiverHCCprotein secretion175/7958359/187239.32e-033.57e-02175
GO:000930610Oral cavityOSCCprotein secretion169/7305359/187231.04e-035.34e-03169
GO:003559210Oral cavityOSCCestablishment of protein localization to extracellular region169/7305360/187231.21e-036.08e-03169
GO:00716929Oral cavityOSCCprotein localization to extracellular region172/7305368/187231.40e-036.79e-03172
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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
TVP23BSNVMissense_Mutationnovelc.326N>Ap.Arg109Lysp.R109KQ9NYZ1protein_codingtolerated(0.34)benign(0.381)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
TVP23BSNVMissense_Mutationrs773241562c.449N>Cp.Arg150Thrp.R150TQ9NYZ1protein_codingdeleterious(0.03)benign(0.034)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
TVP23BSNVMissense_Mutationrs761798180c.272N>Ap.Arg91Hisp.R91HQ9NYZ1protein_codingdeleterious(0.04)probably_damaging(0.989)TCGA-AA-3994-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapycapecitabineCR
TVP23BSNVMissense_Mutationc.424G>Ap.Ala142Thrp.A142TQ9NYZ1protein_codingtolerated(0.16)benign(0.17)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TVP23BSNVMissense_Mutationrs768419202c.464N>Tp.Ala155Valp.A155VQ9NYZ1protein_codingtolerated(0.22)benign(0.168)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TVP23BSNVMissense_Mutationnovelc.557N>Tp.Ala186Valp.A186VQ9NYZ1protein_codingtolerated(0.07)probably_damaging(0.998)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TVP23BSNVMissense_Mutationrs769495510c.53N>Tp.Ala18Valp.A18VQ9NYZ1protein_codingtolerated(0.25)benign(0.006)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TVP23BSNVMissense_Mutationrs768419202c.464N>Tp.Ala155Valp.A155VQ9NYZ1protein_codingtolerated(0.22)benign(0.168)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TVP23BSNVMissense_Mutationrs374582039c.530G>Ap.Arg177Hisp.R177HQ9NYZ1protein_codingdeleterious(0)benign(0.003)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
TVP23BSNVMissense_Mutationnovelc.208T>Gp.Leu70Valp.L70VQ9NYZ1protein_codingdeleterious(0.04)probably_damaging(0.999)TCGA-EO-A22U-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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