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: SNAP47

Gene summary for SNAP47

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNAP47

Gene ID

116841

Gene namesynaptosome associated protein 47
Gene AliasC1orf142
Cytomap1q42.13
Gene Typeprotein-coding
GO ID

GO:0001505

UniProtAcc

A0A087X0B7


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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
116841SNAP47LZE4THumanEsophagusESCC1.58e-062.95e-010.0811
116841SNAP47LZE7THumanEsophagusESCC7.56e-157.09e-010.0667
116841SNAP47LZE20THumanEsophagusESCC2.61e-051.89e-010.0662
116841SNAP47LZE22THumanEsophagusESCC2.47e-043.74e-010.068
116841SNAP47LZE24THumanEsophagusESCC2.11e-082.70e-010.0596
116841SNAP47LZE21THumanEsophagusESCC3.31e-051.89e-010.0655
116841SNAP47LZE6THumanEsophagusESCC2.92e-042.40e-010.0845
116841SNAP47P1T-EHumanEsophagusESCC7.55e-125.00e-010.0875
116841SNAP47P2T-EHumanEsophagusESCC1.92e-345.89e-010.1177
116841SNAP47P4T-EHumanEsophagusESCC1.06e-133.34e-010.1323
116841SNAP47P5T-EHumanEsophagusESCC8.31e-234.57e-010.1327
116841SNAP47P8T-EHumanEsophagusESCC3.62e-121.81e-010.0889
116841SNAP47P9T-EHumanEsophagusESCC5.69e-183.27e-010.1131
116841SNAP47P10T-EHumanEsophagusESCC3.29e-223.79e-010.116
116841SNAP47P11T-EHumanEsophagusESCC1.09e-156.11e-010.1426
116841SNAP47P12T-EHumanEsophagusESCC3.19e-203.52e-010.1122
116841SNAP47P15T-EHumanEsophagusESCC7.26e-326.25e-010.1149
116841SNAP47P16T-EHumanEsophagusESCC2.46e-456.83e-010.1153
116841SNAP47P17T-EHumanEsophagusESCC2.67e-114.15e-010.1278
116841SNAP47P19T-EHumanEsophagusESCC6.26e-105.04e-010.1662
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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:001605014EsophagusESCCvesicle organization211/8552300/187232.85e-182.87e-16211
GO:00482844EsophagusESCCorganelle fusion94/8552141/187233.72e-075.16e-0694
GO:00901743EsophagusESCCorganelle membrane fusion73/8552110/187239.29e-068.88e-0573
GO:00069063EsophagusESCCvesicle fusion70/8552106/187231.82e-051.60e-0470
GO:00610254EsophagusESCCmembrane fusion98/8552163/187231.39e-049.41e-0498
GO:001605021LiverHCCvesicle organization194/7958300/187235.58e-153.97e-13194
GO:004828411LiverHCCorganelle fusion84/7958141/187233.13e-053.20e-0484
GO:00901741LiverHCCorganelle membrane fusion63/7958110/187231.24e-036.85e-0363
GO:00069061LiverHCCvesicle fusion61/7958106/187231.25e-036.90e-0361
GO:0061025LiverHCCmembrane fusion88/7958163/187231.98e-031.00e-0288
GO:00160508Oral cavityOSCCvesicle organization189/7305300/187232.40e-172.14e-15189
GO:00482843Oral cavityOSCCorganelle fusion82/7305141/187233.08e-063.72e-0582
GO:00901742Oral cavityOSCCorganelle membrane fusion63/7305110/187237.75e-056.01e-0463
GO:00069062Oral cavityOSCCvesicle fusion61/7305106/187238.28e-056.35e-0461
GO:00610253Oral cavityOSCCmembrane fusion84/7305163/187237.56e-044.12e-0384
GO:001605013Oral cavityLPvesicle organization128/4623300/187234.96e-123.98e-10128
GO:004828412Oral cavityLPorganelle fusion56/4623141/187235.55e-057.62e-0456
GO:000690611Oral cavityLPvesicle fusion44/4623106/187231.01e-041.24e-0344
GO:009017411Oral cavityLPorganelle membrane fusion45/4623110/187231.28e-041.49e-0345
GO:00610251Oral cavityLPmembrane fusion58/4623163/187231.19e-039.62e-0358
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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
SNAP47SNVMissense_Mutationnovelc.1299N>Cp.Glu433Aspp.E433DQ5SQN1protein_codingtolerated(0.11)probably_damaging(0.915)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
SNAP47SNVMissense_Mutationc.674G>Ap.Ser225Asnp.S225NQ5SQN1protein_codingtolerated(0.09)possibly_damaging(0.691)TCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SNAP47SNVMissense_Mutationnovelc.748N>Ap.Gly250Argp.G250RQ5SQN1protein_codingdeleterious(0.03)probably_damaging(0.988)TCGA-C8-A8HP-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
SNAP47insertionFrame_Shift_Insnovelc.910_911insGTp.Lys304SerfsTer25p.K304Sfs*25Q5SQN1protein_codingTCGA-BH-A0HL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SNAP47insertionNonsense_Mutationnovelc.911_912insTAAACCAAAAGTAAAATCCTAAGCACCCCAGCCAACTGAATp.Lys304AsnfsTer8p.K304Nfs*8Q5SQN1protein_codingTCGA-BH-A0HL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SNAP47SNVMissense_Mutationc.346C>Ap.Leu116Metp.L116MQ5SQN1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SNAP47SNVMissense_Mutationc.796A>Gp.Thr266Alap.T266AQ5SQN1protein_codingtolerated(0.99)benign(0.015)TCGA-AA-3680-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicPD
SNAP47SNVMissense_Mutationnovelc.545C>Tp.Ala182Valp.A182VQ5SQN1protein_codingdeleterious(0)possibly_damaging(0.794)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
SNAP47SNVMissense_Mutationnovelc.901G>Cp.Asp301Hisp.D301HQ5SQN1protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A01D-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapycapecitabinePD
SNAP47SNVMissense_Mutationrs770833379c.319N>Tp.His107Tyrp.H107YQ5SQN1protein_codingtolerated(0.56)possibly_damaging(0.536)TCGA-AA-A01T-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
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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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