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: SVBP

Gene summary for SVBP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SVBP

Gene ID

374969

Gene namesmall vasohibin binding protein
Gene AliasCCDC23
Cytomap1p34.2
Gene Typeprotein-coding
GO ID

GO:0001667

UniProtAcc

Q8N300


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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
374969SVBPLZE4THumanEsophagusESCC1.04e-031.78e-010.0811
374969SVBPLZE5THumanEsophagusESCC9.61e-033.22e-010.0514
374969SVBPLZE7THumanEsophagusESCC1.42e-074.42e-010.0667
374969SVBPLZE8THumanEsophagusESCC2.75e-051.61e-010.067
374969SVBPLZE20THumanEsophagusESCC2.06e-103.53e-010.0662
374969SVBPLZE22THumanEsophagusESCC5.85e-085.15e-010.068
374969SVBPLZE24THumanEsophagusESCC1.11e-164.94e-010.0596
374969SVBPLZE22D3HumanEsophagusHGIN2.50e-023.47e-010.0653
374969SVBPLZE21THumanEsophagusESCC6.85e-051.61e-010.0655
374969SVBPLZE6THumanEsophagusESCC1.91e-082.61e-010.0845
374969SVBPP1T-EHumanEsophagusESCC4.23e-072.72e-010.0875
374969SVBPP2T-EHumanEsophagusESCC4.96e-477.86e-010.1177
374969SVBPP4T-EHumanEsophagusESCC8.79e-315.51e-010.1323
374969SVBPP5T-EHumanEsophagusESCC2.69e-142.66e-010.1327
374969SVBPP8T-EHumanEsophagusESCC2.69e-304.89e-010.0889
374969SVBPP9T-EHumanEsophagusESCC9.52e-153.75e-010.1131
374969SVBPP10T-EHumanEsophagusESCC4.63e-508.85e-010.116
374969SVBPP11T-EHumanEsophagusESCC4.16e-105.48e-010.1426
374969SVBPP12T-EHumanEsophagusESCC1.32e-356.61e-010.1122
374969SVBPP15T-EHumanEsophagusESCC1.40e-224.46e-010.1149
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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
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:190332027EsophagusHGINregulation of protein modification by small protein conjugation or removal78/2587242/187231.40e-132.26e-1178
GO:003139627EsophagusHGINregulation of protein ubiquitination64/2587210/187233.02e-102.71e-0864
GO:190332127EsophagusHGINnegative regulation of protein modification by small protein conjugation or removal33/258795/187232.07e-079.95e-0633
GO:003139727EsophagusHGINnegative regulation of protein ubiquitination30/258783/187232.72e-071.28e-0530
GO:005254726EsophagusHGINregulation of peptidase activity102/2587461/187236.29e-072.72e-05102
GO:1903320111EsophagusESCCregulation of protein modification by small protein conjugation or removal181/8552242/187231.80e-202.60e-18181
GO:0031396111EsophagusESCCregulation of protein ubiquitination154/8552210/187232.70e-162.04e-14154
GO:0052547111EsophagusESCCregulation of peptidase activity275/8552461/187237.54e-101.88e-08275
GO:0031397111EsophagusESCCnegative regulation of protein ubiquitination63/855283/187231.87e-083.65e-0763
GO:1903321111EsophagusESCCnegative regulation of protein modification by small protein conjugation or removal69/855295/187238.54e-081.44e-0669
GO:006156415EsophagusESCCaxon development251/8552467/187232.41e-041.49e-03251
GO:000166720EsophagusESCCameboidal-type cell migration250/8552475/187231.22e-035.97e-03250
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:001063120EsophagusESCCepithelial cell migration187/8552357/187236.05e-032.23e-02187
GO:009013220EsophagusESCCepithelium migration188/8552360/187236.96e-032.54e-02188
GO:009013020EsophagusESCCtissue migration190/8552365/187237.91e-032.82e-02190
GO:005254712LiverCirrhoticregulation of peptidase activity185/4634461/187231.32e-131.09e-11185
GO:190332012LiverCirrhoticregulation of protein modification by small protein conjugation or removal105/4634242/187231.43e-107.43e-09105
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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
SVBPSNVMissense_Mutationnovelc.159N>Cp.Gln53Hisp.Q53HQ8N300protein_codingtolerated(0.12)benign(0.431)TCGA-AC-A2QI-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
SVBPSNVMissense_Mutationc.53N>Cp.Arg18Thrp.R18TQ8N300protein_codingdeleterious(0.01)benign(0.306)TCGA-BH-A0H5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
SVBPSNVMissense_Mutationc.104N>Gp.Gln35Argp.Q35RQ8N300protein_codingdeleterious(0.01)probably_damaging(0.954)TCGA-D8-A1X6-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
SVBPdeletionFrame_Shift_Delrs563737990c.72_73delNNp.Lys25IlefsTer30p.K25Ifs*30Q8N300protein_codingTCGA-AR-A5QQ-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycarboplatinPD
SVBPSNVMissense_Mutationc.29C>Ap.Thr10Asnp.T10NQ8N300protein_codingtolerated(0.11)benign(0)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SVBPSNVMissense_Mutationnovelc.5A>Gp.Asp2Glyp.D2GQ8N300protein_codingtolerated_low_confidence(0.12)benign(0.104)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SVBPSNVMissense_Mutationnovelc.88N>Ap.Glu30Lysp.E30KQ8N300protein_codingtolerated(0.07)probably_damaging(0.981)TCGA-92-8065-01Lunglung squamous cell 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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