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: SNAPC1

Gene summary for SNAPC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNAPC1

Gene ID

6617

Gene namesmall nuclear RNA activating complex polypeptide 1
Gene AliasPTFgamma
Cytomap14q23.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

B2RC42


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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
6617SNAPC1LZE4THumanEsophagusESCC5.27e-151.04e+000.0811
6617SNAPC1LZE8THumanEsophagusESCC4.48e-033.24e-010.067
6617SNAPC1LZE22D1HumanEsophagusHGIN1.19e-041.82e-020.0595
6617SNAPC1LZE22THumanEsophagusESCC2.07e-035.95e-010.068
6617SNAPC1LZE24THumanEsophagusESCC6.77e-053.95e-010.0596
6617SNAPC1LZE21THumanEsophagusESCC1.79e-032.26e-010.0655
6617SNAPC1P2T-EHumanEsophagusESCC4.93e-203.74e-010.1177
6617SNAPC1P4T-EHumanEsophagusESCC2.40e-321.17e+000.1323
6617SNAPC1P5T-EHumanEsophagusESCC3.27e-205.70e-010.1327
6617SNAPC1P8T-EHumanEsophagusESCC4.68e-163.48e-010.0889
6617SNAPC1P9T-EHumanEsophagusESCC6.75e-143.75e-010.1131
6617SNAPC1P10T-EHumanEsophagusESCC7.36e-381.02e+000.116
6617SNAPC1P11T-EHumanEsophagusESCC6.33e-161.34e+000.1426
6617SNAPC1P12T-EHumanEsophagusESCC4.63e-196.52e-010.1122
6617SNAPC1P15T-EHumanEsophagusESCC5.75e-451.43e+000.1149
6617SNAPC1P16T-EHumanEsophagusESCC1.90e-202.90e-010.1153
6617SNAPC1P17T-EHumanEsophagusESCC4.37e-043.65e-010.1278
6617SNAPC1P20T-EHumanEsophagusESCC9.18e-124.97e-010.1124
6617SNAPC1P21T-EHumanEsophagusESCC5.71e-175.68e-010.1617
6617SNAPC1P22T-EHumanEsophagusESCC1.04e-225.83e-010.1236
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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:00063833EsophagusESCCtranscription by RNA polymerase III41/855246/187237.69e-101.90e-0841
GO:00987812EsophagusESCCncRNA transcription45/855256/187231.05e-071.72e-0645
GO:00093011EsophagusESCCsnRNA transcription16/855219/187236.45e-043.43e-0316
GO:00427951EsophagusESCCsnRNA transcription by RNA polymerase II13/855216/187234.05e-031.62e-0213
GO:0006383LiverHCCtranscription by RNA polymerase III31/795846/187235.67e-043.61e-0331
GO:0098781LiverHCCncRNA transcription33/795856/187239.64e-033.63e-0233
GO:00063832Oral cavityOSCCtranscription by RNA polymerase III34/730546/187231.61e-062.11e-0534
GO:00987811Oral cavityOSCCncRNA transcription38/730556/187231.15e-051.18e-0438
GO:0009301Oral cavityOSCCsnRNA transcription13/730519/187239.07e-033.26e-0213
GO:0042795Oral cavityOSCCsnRNA transcription by RNA polymerase II11/730516/187231.56e-024.99e-0211
GO:00063831Oral cavityLPtranscription by RNA polymerase III20/462346/187234.03e-032.61e-0220
GO:00987813SkincSCCncRNA transcription28/486456/187239.93e-059.22e-0428
GO:00063834SkincSCCtranscription by RNA polymerase III20/486446/187237.44e-033.50e-0220
GO:00987814ThyroidPTCncRNA transcription27/596856/187237.77e-033.29e-0227
GO:00063835ThyroidPTCtranscription by RNA polymerase III23/596846/187237.89e-033.33e-0223
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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
SNAPC1SNVMissense_Mutationc.1042N>Ap.Glu348Lysp.E348KQ16533protein_codingdeleterious(0.04)benign(0.062)TCGA-AO-A12D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SNAPC1SNVMissense_Mutationrs746058398c.79G>Ap.Glu27Lysp.E27KQ16533protein_codingdeleterious(0)probably_damaging(0.916)TCGA-BH-A0EI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SNAPC1SNVMissense_Mutationc.775G>Ap.Ala259Thrp.A259TQ16533protein_codingdeleterious(0)probably_damaging(0.996)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SNAPC1SNVMissense_Mutationc.434N>Tp.Ser145Leup.S145LQ16533protein_codingdeleterious(0.03)possibly_damaging(0.726)TCGA-D8-A1Y0-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycyclophosphamide+methotrexatum+fluorouracillumSD
SNAPC1deletionFrame_Shift_Delc.633delNp.Phe213LeufsTer7p.F213Lfs*7Q16533protein_codingTCGA-D8-A1Y1-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenPD
SNAPC1SNVMissense_Mutationc.191N>Ap.Arg64Glnp.R64QQ16533protein_codingtolerated(1)benign(0.005)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SNAPC1insertionFrame_Shift_Insnovelc.976_976+1insATGAGp.Gly326AspfsTer15p.G326Dfs*15Q16533protein_codingTCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
SNAPC1SNVMissense_Mutationc.1078N>Tp.Thr360Serp.T360SQ16533protein_codingtolerated(0.47)benign(0.031)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SNAPC1SNVMissense_Mutationrs779670803c.389G>Ap.Arg130Glnp.R130QQ16533protein_codingtolerated(0.05)probably_damaging(0.985)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
SNAPC1SNVMissense_Mutationnovelc.733A>Cp.Lys245Glnp.K245QQ16533protein_codingtolerated(0.14)benign(0)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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