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: SYT8

Gene summary for SYT8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SYT8

Gene ID

90019

Gene namesynaptotagmin 8
Gene AliasSYT8
Cytomap11p15.5
Gene Typeprotein-coding
GO ID

GO:0001505

UniProtAcc

Q8NBV8


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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
90019SYT8LZE8THumanEsophagusESCC1.66e-381.70e+000.067
90019SYT8LZE22D1HumanEsophagusHGIN2.91e-021.58e-010.0595
90019SYT8P5T-EHumanEsophagusESCC9.92e-07-1.63e-010.1327
90019SYT8P9T-EHumanEsophagusESCC3.25e-02-1.44e-010.1131
90019SYT8P10T-EHumanEsophagusESCC4.17e-06-7.49e-020.116
90019SYT8P12T-EHumanEsophagusESCC9.14e-06-1.41e-010.1122
90019SYT8P16T-EHumanEsophagusESCC9.86e-06-1.78e-010.1153
90019SYT8P20T-EHumanEsophagusESCC8.37e-05-1.41e-010.1124
90019SYT8P22T-EHumanEsophagusESCC9.49e-115.08e-020.1236
90019SYT8P26T-EHumanEsophagusESCC7.96e-11-9.04e-020.1276
90019SYT8P27T-EHumanEsophagusESCC4.14e-02-1.38e-010.1055
90019SYT8P28T-EHumanEsophagusESCC1.30e-02-5.46e-020.1149
90019SYT8P30T-EHumanEsophagusESCC5.72e-04-8.32e-020.137
90019SYT8P31T-EHumanEsophagusESCC1.48e-09-1.61e-010.1251
90019SYT8P32T-EHumanEsophagusESCC1.40e-04-1.98e-010.1666
90019SYT8P39T-EHumanEsophagusESCC1.54e-05-1.73e-010.0894
90019SYT8P42T-EHumanEsophagusESCC4.01e-05-1.11e-010.1175
90019SYT8P61T-EHumanEsophagusESCC3.99e-08-5.21e-020.099
90019SYT8P62T-EHumanEsophagusESCC3.39e-04-2.90e-020.1302
90019SYT8P65T-EHumanEsophagusESCC1.26e-241.02e+000.0978
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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
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:001003827EsophagusESCCresponse to metal ion208/8552373/187235.02e-053.90e-04208
GO:007124117EsophagusESCCcellular response to inorganic substance125/8552226/187232.17e-039.67e-03125
GO:001003820Oral cavityOSCCresponse to metal ion188/7305373/187234.34e-065.00e-05188
GO:007124115Oral cavityOSCCcellular response to inorganic substance111/7305226/187231.22e-036.10e-03111
GO:007124816Oral cavityOSCCcellular response to metal ion93/7305197/187231.14e-023.85e-0293
GO:0010038110Oral cavityLPresponse to metal ion124/4623373/187231.09e-041.31e-03124
GO:001003826Oral cavityEOLPresponse to metal ion71/2218373/187233.32e-054.65e-0471
GO:00515929Oral cavityEOLPresponse to calcium ion33/2218149/187232.62e-042.54e-0333
GO:00990035Oral cavityEOLPvesicle-mediated transport in synapse39/2218200/187231.14e-038.29e-0339
GO:007124116Oral cavityEOLPcellular response to inorganic substance42/2218226/187232.00e-031.28e-0242
GO:00068874Oral cavityEOLPexocytosis60/2218352/187232.32e-031.43e-0260
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
GO:007124817Oral cavityEOLPcellular response to metal ion35/2218197/187239.17e-034.17e-0235
GO:001003829SkincSCCresponse to metal ion132/4864373/187233.11e-053.42e-04132
GO:005159217SkincSCCresponse to calcium ion52/4864149/187239.63e-034.31e-0252
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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
SYT8deletionFrame_Shift_Delc.336delNp.Asp114MetfsTer25p.D114Mfs*25Q8NBV8protein_codingTCGA-D8-A1Y1-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenPD
SYT8SNVMissense_Mutationc.220N>Cp.Cys74Argp.C74RQ8NBV8protein_codingtolerated(0.4)benign(0.003)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SYT8SNVMissense_Mutationc.449N>Cp.Val150Alap.V150AQ8NBV8protein_codingtolerated(0.69)benign(0)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
SYT8SNVMissense_Mutationc.86N>Tp.Gly29Valp.G29VQ8NBV8protein_codingdeleterious(0.03)benign(0.278)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SYT8SNVMissense_Mutationc.359N>Tp.Cys120Phep.C120FQ8NBV8protein_codingdeleterious(0)benign(0)TCGA-AH-6644-01Colorectumrectum adenocarcinomaMale>=65III/IVUnknownUnknownSD
SYT8SNVMissense_Mutationnovelc.884G>Tp.Arg295Ilep.R295IQ8NBV8protein_codingdeleterious(0)possibly_damaging(0.69)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SYT8deletionFrame_Shift_Delnovelc.918delCp.Tyr307ThrfsTer36p.Y307Tfs*36Q8NBV8protein_codingTCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SYT8SNVMissense_Mutationnovelc.265C>Ap.Leu89Metp.L89MQ8NBV8protein_codingtolerated(0.18)benign(0.177)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SYT8SNVMissense_Mutationc.104G>Ap.Gly35Glup.G35EQ8NBV8protein_codingtolerated(0.11)benign(0.376)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
SYT8SNVMissense_Mutationrs769119263c.911N>Tp.Ala304Valp.A304VQ8NBV8protein_codingtolerated(0.33)benign(0.202)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
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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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