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: SYT17

Gene summary for SYT17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SYT17

Gene ID

51760

Gene namesynaptotagmin 17
Gene AliasSyt-17
Cytomap16p12.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

H3BN78


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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
51760SYT17LZE24THumanEsophagusESCC4.61e-051.78e-010.0596
51760SYT17P1T-EHumanEsophagusESCC3.13e-033.58e-010.0875
51760SYT17P4T-EHumanEsophagusESCC2.51e-031.50e-010.1323
51760SYT17P5T-EHumanEsophagusESCC7.76e-041.14e-010.1327
51760SYT17P8T-EHumanEsophagusESCC3.40e-163.24e-010.0889
51760SYT17P9T-EHumanEsophagusESCC1.79e-026.63e-020.1131
51760SYT17P12T-EHumanEsophagusESCC2.85e-072.47e-010.1122
51760SYT17P15T-EHumanEsophagusESCC6.77e-143.84e-010.1149
51760SYT17P17T-EHumanEsophagusESCC2.91e-021.34e-010.1278
51760SYT17P20T-EHumanEsophagusESCC4.56e-143.13e-010.1124
51760SYT17P22T-EHumanEsophagusESCC2.09e-081.99e-010.1236
51760SYT17P23T-EHumanEsophagusESCC4.88e-154.06e-010.108
51760SYT17P24T-EHumanEsophagusESCC8.11e-062.04e-010.1287
51760SYT17P26T-EHumanEsophagusESCC4.32e-071.96e-010.1276
51760SYT17P27T-EHumanEsophagusESCC4.29e-031.27e-010.1055
51760SYT17P30T-EHumanEsophagusESCC3.17e-031.27e-010.137
51760SYT17P37T-EHumanEsophagusESCC4.35e-026.99e-020.1371
51760SYT17P39T-EHumanEsophagusESCC1.81e-132.88e-010.0894
51760SYT17P42T-EHumanEsophagusESCC1.56e-039.36e-020.1175
51760SYT17P48T-EHumanEsophagusESCC6.76e-092.34e-010.0959
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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
∗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:0016049110EsophagusESCCcell growth289/8552482/187231.29e-103.77e-09289
GO:000155819EsophagusESCCregulation of cell growth248/8552414/187232.97e-096.45e-08248
GO:002260420EsophagusESCCregulation of cell morphogenesis180/8552309/187235.19e-065.45e-05180
GO:001003827EsophagusESCCresponse to metal ion208/8552373/187235.02e-053.90e-04208
GO:003030710EsophagusESCCpositive regulation of cell growth100/8552166/187231.07e-047.55e-04100
GO:006056010EsophagusESCCdevelopmental growth involved in morphogenesis131/8552234/187239.28e-044.73e-03131
GO:007124117EsophagusESCCcellular response to inorganic substance125/8552226/187232.17e-039.67e-03125
GO:004858810EsophagusESCCdevelopmental cell growth125/8552234/187231.01e-023.46e-02125
GO:004592717EsophagusESCCpositive regulation of growth137/8552259/187231.13e-023.80e-02137
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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
SYT17SNVMissense_Mutationnovelc.302C>Gp.Ser101Cysp.S101CQ9BSW7protein_codingdeleterious(0.03)probably_damaging(0.971)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
SYT17SNVMissense_Mutationrs149672382c.367G>Ap.Asp123Asnp.D123NQ9BSW7protein_codingdeleterious(0.05)probably_damaging(0.959)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SYT17SNVMissense_Mutationrs757778066c.529G>Ap.Glu177Lysp.E177KQ9BSW7protein_codingtolerated(0.05)benign(0.018)TCGA-AR-A24H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SYT17SNVMissense_Mutationrs747054767c.425N>Tp.Ser142Leup.S142LQ9BSW7protein_codingdeleterious(0.02)benign(0.024)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SYT17SNVMissense_Mutationc.287N>Tp.Ser96Leup.S96LQ9BSW7protein_codingdeleterious(0)possibly_damaging(0.879)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
SYT17SNVMissense_Mutationc.512N>Cp.Val171Alap.V171AQ9BSW7protein_codingtolerated(0.37)benign(0.015)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
SYT17deletionIn_Frame_Delc.605_616delCCGTGCGCGTGAp.Thr202_Val205delp.T202_V205delQ9BSW7protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
SYT17SNVMissense_Mutationnovelc.445A>Tp.Asn149Tyrp.N149YQ9BSW7protein_codingdeleterious(0.01)benign(0)TCGA-C5-A7X5-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
SYT17SNVMissense_Mutationrs764083934c.194G>Ap.Arg65Glnp.R65QQ9BSW7protein_codingtolerated(0.37)benign(0)TCGA-A6-5667-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
SYT17SNVMissense_Mutationrs775318995c.611N>Ap.Arg204Hisp.R204HQ9BSW7protein_codingtolerated(0.11)benign(0.036)TCGA-AA-3673-01Colorectumcolon adenocarcinomaFemale<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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