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: STXBP3

Gene summary for STXBP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STXBP3

Gene ID

6814

Gene namesyntaxin binding protein 3
Gene AliasMUNC18-3
Cytomap1p13.3
Gene Typeprotein-coding
GO ID

GO:0001505

UniProtAcc

O00186


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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
6814STXBP3LZE4THumanEsophagusESCC4.56e-059.77e-020.0811
6814STXBP3LZE7THumanEsophagusESCC9.87e-082.49e-010.0667
6814STXBP3LZE20THumanEsophagusESCC5.08e-041.26e-010.0662
6814STXBP3LZE24THumanEsophagusESCC4.32e-061.25e-010.0596
6814STXBP3LZE21THumanEsophagusESCC2.02e-071.87e-010.0655
6814STXBP3LZE6THumanEsophagusESCC1.11e-026.95e-020.0845
6814STXBP3P1T-EHumanEsophagusESCC2.99e-021.61e-010.0875
6814STXBP3P2T-EHumanEsophagusESCC2.54e-172.42e-010.1177
6814STXBP3P4T-EHumanEsophagusESCC2.69e-141.87e-010.1323
6814STXBP3P5T-EHumanEsophagusESCC1.79e-111.33e-010.1327
6814STXBP3P8T-EHumanEsophagusESCC2.08e-202.94e-010.0889
6814STXBP3P9T-EHumanEsophagusESCC5.73e-131.74e-010.1131
6814STXBP3P10T-EHumanEsophagusESCC9.78e-142.08e-010.116
6814STXBP3P11T-EHumanEsophagusESCC1.64e-153.44e-010.1426
6814STXBP3P12T-EHumanEsophagusESCC6.12e-306.00e-010.1122
6814STXBP3P15T-EHumanEsophagusESCC5.02e-097.96e-020.1149
6814STXBP3P16T-EHumanEsophagusESCC1.91e-084.97e-020.1153
6814STXBP3P19T-EHumanEsophagusESCC1.46e-083.84e-010.1662
6814STXBP3P20T-EHumanEsophagusESCC7.01e-143.13e-010.1124
6814STXBP3P21T-EHumanEsophagusESCC1.36e-161.05e-010.1617
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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:004206027EsophagusESCCwound healing243/8552422/187234.62e-076.25e-06243
GO:00224069EsophagusESCCmembrane docking62/855286/187235.93e-077.79e-0662
GO:0043434111EsophagusESCCresponse to peptide hormone234/8552414/187234.93e-065.21e-05234
GO:003286818EsophagusESCCresponse to insulin156/8552264/187237.21e-067.20e-05156
GO:01400567EsophagusESCCorganelle localization by membrane tethering53/855277/187233.33e-052.74e-0453
GO:00343418EsophagusESCCresponse to interferon-gamma86/8552141/187231.74e-041.14e-0386
GO:00482781EsophagusESCCvesicle docking38/855259/187232.86e-031.21e-0238
GO:000930617EsophagusESCCprotein secretion190/8552359/187233.22e-031.34e-02190
GO:00713466EsophagusESCCcellular response to interferon-gamma69/8552118/187233.44e-031.41e-0269
GO:003559217EsophagusESCCestablishment of protein localization to extracellular region190/8552360/187233.77e-031.53e-02190
GO:003410920EsophagusESCChomotypic cell-cell adhesion54/855290/187234.33e-031.72e-0254
GO:007169210EsophagusESCCprotein localization to extracellular region193/8552368/187235.01e-031.92e-02193
GO:00434347LungIACresponse to peptide hormone75/2061414/187239.29e-063.06e-0475
GO:00420608LungIACwound healing76/2061422/187231.01e-053.23e-0476
GO:00328686LungIACresponse to insulin53/2061264/187231.03e-053.24e-0453
GO:00341098LungIAChomotypic cell-cell adhesion19/206190/187233.82e-033.18e-0219
GO:00224066LungIACmembrane docking18/206186/187235.26e-033.99e-0218
GO:004206020Oral cavityOSCCwound healing237/7305422/187234.51e-132.18e-11237
GO:004343419Oral cavityOSCCresponse to peptide hormone208/7305414/187231.83e-062.35e-05208
GO:00343417Oral cavityOSCCresponse to interferon-gamma81/7305141/187236.77e-067.43e-0581
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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
STXBP3SNVMissense_Mutationc.1129G>Cp.Asp377Hisp.D377HO00186protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A2B8-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapychemoPD
STXBP3SNVMissense_Mutationnovelc.1438G>Tp.Asp480Tyrp.D480YO00186protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
STXBP3SNVMissense_Mutationc.24N>Cp.Arg8Serp.R8SO00186protein_codingtolerated(0.54)benign(0.121)TCGA-AR-A1AO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
STXBP3SNVMissense_Mutationc.273C>Gp.Phe91Leup.F91LO00186protein_codingtolerated(1)benign(0.038)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
STXBP3SNVMissense_Mutationnovelc.715N>Ap.Asp239Asnp.D239NO00186protein_codingdeleterious(0)probably_damaging(0.962)TCGA-GM-A2DH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
STXBP3SNVMissense_Mutationrs750050452c.1633N>Tp.Arg545Cysp.R545CO00186protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
STXBP3SNVMissense_Mutationc.232C>Tp.Leu78Phep.L78FO00186protein_codingdeleterious(0)possibly_damaging(0.791)TCGA-FU-A40J-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
STXBP3SNVMissense_Mutationnovelc.1157N>Ap.Ser386Tyrp.S386YO00186protein_codingdeleterious(0.03)benign(0.201)TCGA-ZJ-AAXB-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
STXBP3SNVMissense_Mutationc.718C>Tp.Arg240Cysp.R240CO00186protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
STXBP3SNVMissense_Mutationc.1486C>Tp.Pro496Serp.P496SO00186protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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