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: SYNGR3

Gene summary for SYNGR3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SYNGR3

Gene ID

9143

Gene namesynaptogyrin 3
Gene AliasSYNGR3
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0001504

UniProtAcc

O43761


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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
9143SYNGR3P1T-EHumanEsophagusESCC3.58e-072.92e-010.0875
9143SYNGR3P2T-EHumanEsophagusESCC4.40e-091.37e-010.1177
9143SYNGR3P23T-EHumanEsophagusESCC2.37e-123.97e-010.108
9143SYNGR3P26T-EHumanEsophagusESCC8.40e-047.35e-020.1276
9143SYNGR3P28T-EHumanEsophagusESCC7.31e-142.64e-010.1149
9143SYNGR3P32T-EHumanEsophagusESCC3.41e-367.24e-010.1666
9143SYNGR3P37T-EHumanEsophagusESCC1.87e-029.96e-020.1371
9143SYNGR3P57T-EHumanEsophagusESCC1.66e-029.26e-020.0926
9143SYNGR3P80T-EHumanEsophagusESCC1.35e-226.23e-010.155
9143SYNGR3P130T-EHumanEsophagusESCC9.78e-305.56e-010.1676
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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:0021762111EsophagusESCCsubstantia nigra development35/855244/187234.40e-064.69e-0535
GO:004885718EsophagusESCCneural nucleus development44/855264/187231.59e-041.05e-0344
GO:003090118EsophagusESCCmidbrain development58/855290/187232.52e-041.55e-0358
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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
SYNGR3SNVMissense_Mutationc.401N>Tp.Ala134Valp.A134VO43761protein_codingtolerated(0.14)benign(0.143)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
SYNGR3SNVMissense_Mutationrs367678643c.250G>Ap.Ala84Thrp.A84TO43761protein_codingdeleterious(0.02)benign(0.143)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
SYNGR3SNVMissense_Mutationnovelc.618N>Tp.Glu206Aspp.E206DO43761protein_codingtolerated(1)benign(0.01)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SYNGR3SNVMissense_Mutationc.397N>Gp.Thr133Alap.T133AO43761protein_codingdeleterious(0.04)possibly_damaging(0.735)TCGA-BG-A0MQ-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SYNGR3SNVMissense_Mutationnovelc.616N>Cp.Glu206Glnp.E206QO43761protein_codingdeleterious(0.01)possibly_damaging(0.795)TCGA-2Y-A9GT-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownPD
SYNGR3SNVMissense_Mutationnovelc.566N>Ap.Ala189Glup.A189EO43761protein_codingtolerated(0.1)benign(0.412)TCGA-55-A490-01Lunglung adenocarcinomaMale>=65I/IIChemotherapycarboplatinSD
SYNGR3SNVMissense_Mutationnovelc.115N>Ap.Val39Ilep.V39IO43761protein_codingtolerated(0.11)probably_damaging(0.997)TCGA-58-8392-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownPD
SYNGR3SNVMissense_Mutationc.394N>Tp.Arg132Cysp.R132CO43761protein_codingtolerated(0.19)possibly_damaging(0.877)TCGA-XK-AAIW-01Prostateprostate adenocarcinomaMale>=659UnknownUnknownPD
SYNGR3SNVMissense_Mutationc.668G>Ap.Gly223Glup.G223EO43761protein_codingtolerated(0.08)probably_damaging(0.946)TCGA-BR-8483-01Stomachstomach adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilSD
SYNGR3SNVMissense_Mutationnovelc.115N>Ap.Val39Ilep.V39IO43761protein_codingtolerated(0.11)probably_damaging(0.997)TCGA-VQ-A91D-01Stomachstomach adenocarcinomaMale>=65III/IVChemotherapyfluorouracilPD
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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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