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: SNAPC5

Gene summary for SNAPC5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNAPC5

Gene ID

10302

Gene namesmall nuclear RNA activating complex polypeptide 5
Gene AliasSNAP19
Cytomap15q22.31
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

O75971


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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
10302SNAPC5LZE4THumanEsophagusESCC1.29e-113.26e-010.0811
10302SNAPC5LZE5THumanEsophagusESCC1.79e-021.68e-010.0514
10302SNAPC5LZE7THumanEsophagusESCC1.09e-084.07e-010.0667
10302SNAPC5LZE8THumanEsophagusESCC9.19e-061.68e-010.067
10302SNAPC5LZE22THumanEsophagusESCC3.81e-052.81e-010.068
10302SNAPC5LZE24THumanEsophagusESCC1.42e-133.06e-010.0596
10302SNAPC5LZE21THumanEsophagusESCC2.67e-073.54e-010.0655
10302SNAPC5LZE6THumanEsophagusESCC5.78e-084.10e-010.0845
10302SNAPC5P1T-EHumanEsophagusESCC8.97e-166.15e-010.0875
10302SNAPC5P2T-EHumanEsophagusESCC9.02e-284.59e-010.1177
10302SNAPC5P4T-EHumanEsophagusESCC3.79e-347.27e-010.1323
10302SNAPC5P5T-EHumanEsophagusESCC2.53e-265.76e-010.1327
10302SNAPC5P8T-EHumanEsophagusESCC5.22e-193.85e-010.0889
10302SNAPC5P9T-EHumanEsophagusESCC4.65e-235.08e-010.1131
10302SNAPC5P10T-EHumanEsophagusESCC7.76e-039.22e-020.116
10302SNAPC5P11T-EHumanEsophagusESCC2.07e-155.07e-010.1426
10302SNAPC5P12T-EHumanEsophagusESCC2.04e-194.11e-010.1122
10302SNAPC5P15T-EHumanEsophagusESCC5.19e-326.24e-010.1149
10302SNAPC5P16T-EHumanEsophagusESCC2.58e-417.44e-010.1153
10302SNAPC5P17T-EHumanEsophagusESCC1.91e-061.99e-010.1278
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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:00063833EsophagusESCCtranscription by RNA polymerase III41/855246/187237.69e-101.90e-0841
GO:00987812EsophagusESCCncRNA transcription45/855256/187231.05e-071.72e-0645
GO:000635211EsophagusESCCDNA-templated transcription, initiation86/8552130/187231.88e-062.19e-0586
GO:00093011EsophagusESCCsnRNA transcription16/855219/187236.45e-043.43e-0316
GO:00427951EsophagusESCCsnRNA transcription by RNA polymerase II13/855216/187234.05e-031.62e-0213
GO:0006352LiverHCCDNA-templated transcription, initiation78/7958130/187234.19e-054.11e-0478
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:00063522Oral cavityOSCCDNA-templated transcription, initiation74/7305130/187232.56e-052.39e-0474
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:00063521Oral cavityLPDNA-templated transcription, initiation45/4623130/187237.03e-033.96e-0245
GO:000635212SkincSCCDNA-templated transcription, initiation57/4864130/187237.28e-061.01e-0457
GO:00987813SkincSCCncRNA transcription28/486456/187239.93e-059.22e-0428
GO:00063834SkincSCCtranscription by RNA polymerase III20/486446/187237.44e-033.50e-0220
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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
SNAPC5SNVMissense_Mutationc.31N>Ap.Glu11Lysp.E11KO75971protein_codingdeleterious(0)probably_damaging(0.99)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
SNAPC5insertionFrame_Shift_Insnovelc.16_17insTCGGGp.Gln6LeufsTer15p.Q6Lfs*15O75971protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SNAPC5SNVMissense_Mutationrs144538572c.254N>Tp.Thr85Metp.T85MO75971protein_codingtolerated_low_confidence(0.13)benign(0)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
SNAPC5SNVMissense_Mutationnovelc.145N>Ap.Leu49Metp.L49MO75971protein_codingtolerated_low_confidence(0.23)benign(0.206)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
SNAPC5SNVMissense_Mutationrs775846694c.160N>Ap.Val54Ilep.V54IO75971protein_codingtolerated_low_confidence(0.11)benign(0.015)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SNAPC5SNVMissense_Mutationc.117G>Tp.Met39Ilep.M39IO75971protein_codingtolerated_low_confidence(0.35)benign(0)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SNAPC5SNVMissense_Mutationrs370969546c.131G>Ap.Arg44Lysp.R44KO75971protein_codingtolerated_low_confidence(0.41)benign(0)TCGA-CV-7568-01Oral cavityhead & neck 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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