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: SNAPC2

Gene summary for SNAPC2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNAPC2

Gene ID

6618

Gene namesmall nuclear RNA activating complex polypeptide 2
Gene AliasPTFDELTA
Cytomap19p13.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q13487


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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
6618SNAPC2LZE7THumanEsophagusESCC4.19e-021.36e-010.0667
6618SNAPC2LZE8THumanEsophagusESCC4.33e-044.80e-020.067
6618SNAPC2LZE24THumanEsophagusESCC6.52e-122.12e-010.0596
6618SNAPC2P1T-EHumanEsophagusESCC1.02e-061.29e-010.0875
6618SNAPC2P2T-EHumanEsophagusESCC1.36e-171.80e-010.1177
6618SNAPC2P4T-EHumanEsophagusESCC3.17e-114.09e-010.1323
6618SNAPC2P5T-EHumanEsophagusESCC2.86e-131.61e-010.1327
6618SNAPC2P8T-EHumanEsophagusESCC2.67e-111.45e-010.0889
6618SNAPC2P9T-EHumanEsophagusESCC1.21e-123.75e-010.1131
6618SNAPC2P10T-EHumanEsophagusESCC2.21e-274.17e-010.116
6618SNAPC2P11T-EHumanEsophagusESCC5.68e-145.22e-010.1426
6618SNAPC2P12T-EHumanEsophagusESCC1.74e-184.39e-010.1122
6618SNAPC2P15T-EHumanEsophagusESCC3.54e-183.41e-010.1149
6618SNAPC2P16T-EHumanEsophagusESCC8.41e-131.92e-010.1153
6618SNAPC2P17T-EHumanEsophagusESCC4.93e-103.26e-010.1278
6618SNAPC2P19T-EHumanEsophagusESCC2.75e-053.04e-010.1662
6618SNAPC2P20T-EHumanEsophagusESCC1.66e-152.49e-010.1124
6618SNAPC2P21T-EHumanEsophagusESCC1.26e-254.01e-010.1617
6618SNAPC2P22T-EHumanEsophagusESCC6.12e-242.90e-010.1236
6618SNAPC2P23T-EHumanEsophagusESCC4.79e-183.19e-010.108
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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
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: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: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:00063831Oral cavityLPtranscription by RNA polymerase III20/462346/187234.03e-032.61e-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
SNAPC2SNVMissense_Mutationc.905N>Ap.Ser302Asnp.S302NQ13487protein_codingtolerated(0.16)benign(0.062)TCGA-DS-A0VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SNAPC2SNVMissense_Mutationrs763108181c.677N>Tp.Ser226Leup.S226LQ13487protein_codingdeleterious(0)probably_damaging(0.999)TCGA-VS-A8EI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SNAPC2SNVMissense_Mutationnovelc.751N>Ap.Ala251Thrp.A251TQ13487protein_codingtolerated(0.07)benign(0.043)TCGA-ZJ-AAX4-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
SNAPC2SNVMissense_Mutationc.659G>Ap.Gly220Aspp.G220DQ13487protein_codingtolerated(0.35)probably_damaging(0.977)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SNAPC2SNVMissense_Mutationc.797N>Ap.Pro266Hisp.P266HQ13487protein_codingdeleterious(0)probably_damaging(1)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SNAPC2SNVMissense_Mutationc.934N>Cp.Gly312Argp.G312RQ13487protein_codingdeleterious(0)probably_damaging(0.988)TCGA-EI-6514-01Colorectumrectum adenocarcinomaFemale<65I/IIChemotherapy5-fuSD
SNAPC2SNVMissense_Mutationrs745524032c.703G>Ap.Asp235Asnp.D235NQ13487protein_codingtolerated(0.1)benign(0.242)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SNAPC2deletionFrame_Shift_Delrs769564442c.794delNp.Gln267SerfsTer38p.Q267Sfs*38Q13487protein_codingTCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
SNAPC2SNVMissense_Mutationnovelc.621G>Tp.Glu207Aspp.E207DQ13487protein_codingtolerated(0.06)probably_damaging(0.998)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SNAPC2SNVMissense_Mutationrs768225274c.575C>Tp.Ser192Leup.S192LQ13487protein_codingdeleterious(0.01)possibly_damaging(0.448)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/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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