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: SNCG

Gene summary for SNCG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNCG

Gene ID

6623

Gene namesynuclein gamma
Gene AliasBCSG1
Cytomap10q23.2
Gene Typeprotein-coding
GO ID

GO:0001505

UniProtAcc

F8W754


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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
6623SNCGLZE8THumanEsophagusESCC2.87e-053.65e-010.067
6623SNCGLZE22THumanEsophagusESCC3.38e-041.18e+000.068
6623SNCGP2T-EHumanEsophagusESCC1.31e-246.41e-010.1177
6623SNCGP4T-EHumanEsophagusESCC2.58e-061.43e-010.1323
6623SNCGP5T-EHumanEsophagusESCC5.47e-045.99e-020.1327
6623SNCGP8T-EHumanEsophagusESCC1.37e-431.40e+000.0889
6623SNCGP11T-EHumanEsophagusESCC1.60e-055.22e-010.1426
6623SNCGP12T-EHumanEsophagusESCC1.36e-041.91e-010.1122
6623SNCGP16T-EHumanEsophagusESCC4.22e-071.84e-010.1153
6623SNCGP17T-EHumanEsophagusESCC1.11e-043.89e-010.1278
6623SNCGP20T-EHumanEsophagusESCC5.07e-041.74e-010.1124
6623SNCGP21T-EHumanEsophagusESCC3.59e-214.03e-010.1617
6623SNCGP22T-EHumanEsophagusESCC1.66e-082.32e-010.1236
6623SNCGP24T-EHumanEsophagusESCC2.15e-299.71e-010.1287
6623SNCGP30T-EHumanEsophagusESCC4.48e-085.39e-010.137
6623SNCGP31T-EHumanEsophagusESCC3.59e-143.66e-010.1251
6623SNCGP36T-EHumanEsophagusESCC6.53e-053.66e-010.1187
6623SNCGP37T-EHumanEsophagusESCC2.33e-072.11e-010.1371
6623SNCGP38T-EHumanEsophagusESCC5.85e-231.07e+000.127
6623SNCGP40T-EHumanEsophagusESCC3.64e-064.90e-010.109
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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
∗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:0070997111EsophagusESCCneuron death216/8552361/187233.49e-086.45e-07216
GO:1901214111EsophagusESCCregulation of neuron death186/8552319/187233.35e-063.73e-05186
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:007099722LiverHCCneuron death202/7958361/187231.44e-072.70e-06202
GO:190121412LiverHCCregulation of neuron death179/7958319/187235.65e-079.01e-06179
GO:003559212LiverHCCestablishment of protein localization to extracellular region176/7958360/187237.96e-033.15e-02176
GO:000930612LiverHCCprotein secretion175/7958359/187239.32e-033.57e-02175
GO:007099720Oral cavityOSCCneuron death202/7305361/187233.75e-111.23e-09202
GO:190121420Oral cavityOSCCregulation of neuron death174/7305319/187231.09e-082.23e-07174
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
GO:007099726Oral cavityEOLPneuron death70/2218361/187232.01e-053.18e-0470
GO:190121423Oral cavityEOLPregulation of neuron death60/2218319/187231.83e-041.87e-0360
GO:00990035Oral cavityEOLPvesicle-mediated transport in synapse39/2218200/187231.14e-038.29e-0339
GO:00995044Oral cavityEOLPsynaptic vesicle cycle34/2218181/187234.25e-032.33e-0234
GO:00484885Oral cavityEOLPsynaptic vesicle endocytosis15/221862/187235.00e-032.64e-0215
GO:01402385Oral cavityEOLPpresynaptic endocytosis15/221862/187235.00e-032.64e-0215
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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
SNCGSNVMissense_Mutationc.187N>Ap.Ala63Thrp.A63TO76070protein_codingtolerated(0.1)possibly_damaging(0.545)TCGA-A6-4107-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5SD
SNCGSNVMissense_Mutationnovelc.227N>Gp.Thr76Serp.T76SO76070protein_codingtolerated(0.2)benign(0.092)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
SNCGSNVMissense_Mutationnovelc.44T>Cp.Val15Alap.V15AO76070protein_codingdeleterious(0.03)probably_damaging(0.994)TCGA-AJ-A23O-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SNCGSNVMissense_Mutationrs267602604c.325N>Ap.Gly109Serp.G109SO76070protein_codingdeleterious(0.05)benign(0.028)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SNCGSNVMissense_Mutationnovelc.150G>Tp.Gln50Hisp.Q50HO76070protein_codingtolerated(0.36)benign(0.003)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SNCGSNVMissense_Mutationc.304N>Ap.Pro102Thrp.P102TO76070protein_codingtolerated(0.1)benign(0.096)TCGA-B5-A11V-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SNCGSNVMissense_Mutationrs529452849c.59A>Gp.Glu20Glyp.E20GO76070protein_codingdeleterious(0.04)probably_damaging(0.998)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SNCGSNVMissense_Mutationc.116N>Gp.Tyr39Cysp.Y39CO76070protein_codingtolerated(0.06)probably_damaging(0.999)TCGA-D1-A15X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SNCGSNVMissense_Mutationnovelc.63G>Tp.Lys21Asnp.K21NO76070protein_codingdeleterious(0)probably_damaging(0.998)TCGA-EO-A3B0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SNCGdeletionFrame_Shift_Delnovelc.72delNp.Val26Terp.V26*O76070protein_codingTCGA-AP-A05N-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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