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: SYT13

Gene summary for SYT13

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SYT13

Gene ID

57586

Gene namesynaptotagmin 13
Gene AliasSYT13
Cytomap11p11.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q7L8C5


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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
57586SYT13HCC2_MengHumanLiverHCC3.51e-554.62e-010.0107
57586SYT13cirrhotic2HumanLiverCirrhotic4.12e-037.00e-020.0201
57586SYT13S027HumanLiverHCC4.21e-088.08e-010.2446
57586SYT13S028HumanLiverHCC4.86e-228.17e-010.2503
57586SYT13S029HumanLiverHCC1.38e-311.05e+000.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:001605011LiverCirrhoticvesicle organization133/4634300/187237.35e-146.41e-12133
GO:001003812LiverCirrhoticresponse to metal ion150/4634373/187232.27e-111.37e-09150
GO:005159211LiverCirrhoticresponse to calcium ion61/4634149/187239.47e-061.38e-0461
GO:00712487LiverCirrhoticcellular response to metal ion73/4634197/187237.73e-058.54e-0473
GO:00712417LiverCirrhoticcellular response to inorganic substance81/4634226/187231.21e-041.20e-0381
GO:00482842LiverCirrhoticorganelle fusion52/4634141/187238.77e-046.31e-0352
GO:0006906LiverCirrhoticvesicle fusion40/4634106/187232.01e-031.24e-0240
GO:0090174LiverCirrhoticorganelle membrane fusion40/4634110/187234.32e-032.29e-0240
GO:001605021LiverHCCvesicle organization194/7958300/187235.58e-153.97e-13194
GO:001003822LiverHCCresponse to metal ion208/7958373/187231.35e-072.56e-06208
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:007124112LiverHCCcellular response to inorganic substance119/7958226/187231.26e-036.92e-03119
GO:0061025LiverHCCmembrane fusion88/7958163/187231.98e-031.00e-0288
GO:005159221LiverHCCresponse to calcium ion81/7958149/187232.26e-031.13e-0281
GO:007124812LiverHCCcellular response to metal ion101/7958197/187237.82e-033.10e-02101
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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
SYT13SNVMissense_Mutationc.551N>Tp.Thr184Ilep.T184IQ7L8C5protein_codingtolerated(0.11)benign(0.409)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SYT13insertionFrame_Shift_Insnovelc.530_531insAAGCAGTCCCTTGAAGTTCAGTGGAAAGp.Thr178SerfsTer24p.T178Sfs*24Q7L8C5protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SYT13insertionFrame_Shift_Insnovelc.266_267insTGTTTCCCCCAGAGTGAGCTCCACCCTTGCTCTAp.Thr90ValfsTer41p.T90Vfs*41Q7L8C5protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SYT13deletionFrame_Shift_Delnovelc.248delNp.Tyr83LeufsTer7p.Y83Lfs*7Q7L8C5protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SYT13SNVMissense_Mutationrs377635830c.1013N>Ap.Arg338Glnp.R338QQ7L8C5protein_codingtolerated(0.53)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SYT13SNVMissense_Mutationrs141892837c.752N>Ap.Arg251Hisp.R251HQ7L8C5protein_codingtolerated(0.09)benign(0.406)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
SYT13SNVMissense_Mutationnovelc.331N>Tp.Pro111Serp.P111SQ7L8C5protein_codingtolerated(0.52)benign(0.005)TCGA-EX-A8YF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
SYT13SNVMissense_Mutationc.415G>Cp.Val139Leup.V139LQ7L8C5protein_codingtolerated(0.25)benign(0.197)TCGA-R2-A69V-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
SYT13SNVMissense_Mutationc.850N>Tp.Pro284Serp.P284SQ7L8C5protein_codingtolerated(0.5)benign(0)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SYT13SNVMissense_Mutationrs142224925c.1244G>Ap.Arg415Hisp.R415HQ7L8C5protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<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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