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: STXBP2

Gene summary for STXBP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STXBP2

Gene ID

6813

Gene namesyntaxin binding protein 2
Gene AliasFHL5
Cytomap19p13.2
Gene Typeprotein-coding
GO ID

GO:0001505

UniProtAcc

Q15833


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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
6813STXBP2P5T-EHumanEsophagusESCC6.72e-326.62e-010.1327
6813STXBP2P8T-EHumanEsophagusESCC1.23e-581.20e+000.0889
6813STXBP2P9T-EHumanEsophagusESCC2.77e-246.46e-010.1131
6813STXBP2P10T-EHumanEsophagusESCC3.14e-397.21e-010.116
6813STXBP2P11T-EHumanEsophagusESCC6.17e-054.75e-010.1426
6813STXBP2P12T-EHumanEsophagusESCC1.80e-285.69e-010.1122
6813STXBP2P15T-EHumanEsophagusESCC7.31e-306.65e-010.1149
6813STXBP2P16T-EHumanEsophagusESCC8.46e-106.79e-030.1153
6813STXBP2P17T-EHumanEsophagusESCC1.59e-177.42e-010.1278
6813STXBP2P19T-EHumanEsophagusESCC6.89e-038.48e-010.1662
6813STXBP2P20T-EHumanEsophagusESCC1.73e-277.40e-010.1124
6813STXBP2P21T-EHumanEsophagusESCC2.07e-437.68e-010.1617
6813STXBP2P22T-EHumanEsophagusESCC6.83e-284.04e-010.1236
6813STXBP2P23T-EHumanEsophagusESCC2.31e-501.18e+000.108
6813STXBP2P24T-EHumanEsophagusESCC4.32e-438.14e-010.1287
6813STXBP2P26T-EHumanEsophagusESCC1.27e-508.64e-010.1276
6813STXBP2P27T-EHumanEsophagusESCC3.43e-398.07e-010.1055
6813STXBP2P28T-EHumanEsophagusESCC4.06e-539.17e-010.1149
6813STXBP2P30T-EHumanEsophagusESCC3.47e-311.02e+000.137
6813STXBP2P31T-EHumanEsophagusESCC8.63e-356.53e-010.1251
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:0051656ColorectumADestablishment of organelle localization131/3918390/187233.00e-092.06e-07131
GO:0022406ColorectumADmembrane docking31/391886/187238.67e-048.45e-0331
GO:0140056ColorectumADorganelle localization by membrane tethering28/391877/187231.29e-031.14e-0228
GO:0006887ColorectumADexocytosis96/3918352/187232.48e-031.90e-0296
GO:0017157ColorectumADregulation of exocytosis59/3918202/187233.20e-032.36e-0259
GO:00516561ColorectumSERestablishment of organelle localization100/2897390/187231.11e-076.79e-06100
GO:00224061ColorectumSERmembrane docking25/289786/187239.88e-041.17e-0225
GO:00068871ColorectumSERexocytosis75/2897352/187232.05e-032.03e-0275
GO:01400561ColorectumSERorganelle localization by membrane tethering22/289777/187232.46e-032.32e-0222
GO:00171571ColorectumSERregulation of exocytosis45/2897202/187236.46e-034.63e-0245
GO:005165616EsophagusHGINestablishment of organelle localization90/2587390/187234.27e-071.94e-0590
GO:005165617EsophagusESCCestablishment of organelle localization273/8552390/187239.13e-231.81e-20273
GO:00224069EsophagusESCCmembrane docking62/855286/187235.93e-077.79e-0662
GO:01400567EsophagusESCCorganelle localization by membrane tethering53/855277/187233.33e-052.74e-0453
GO:00482781EsophagusESCCvesicle docking38/855259/187232.86e-031.21e-0238
GO:00224065LiverCirrhoticmembrane docking39/463486/187232.47e-053.22e-0439
GO:005165611LiverCirrhoticestablishment of organelle localization128/4634390/187231.78e-041.67e-03128
GO:01400565LiverCirrhoticorganelle localization by membrane tethering32/463477/187238.65e-046.23e-0332
GO:005165621LiverHCCestablishment of organelle localization226/7958390/187234.15e-101.34e-08226
GO:002240611LiverHCCmembrane docking57/795886/187237.14e-068.47e-0557
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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
STXBP2SNVMissense_Mutationnovelc.1157N>Tp.Ser386Phep.S386FQ15833protein_codingdeleterious(0.04)benign(0.035)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
STXBP2SNVMissense_Mutationc.1633C>Tp.Leu545Phep.L545FQ15833protein_codingdeleterious(0.01)probably_damaging(0.961)TCGA-AN-A0XR-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
STXBP2SNVMissense_Mutationc.245N>Cp.Lys82Thrp.K82TQ15833protein_codingdeleterious(0.02)benign(0.178)TCGA-BH-A0DG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
STXBP2SNVMissense_Mutationc.1017N>Cp.Gln339Hisp.Q339HQ15833protein_codingtolerated(0.18)benign(0.018)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
STXBP2deletionFrame_Shift_Delc.1167delNp.Glu391ArgfsTer7p.E391Rfs*7Q15833protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
STXBP2SNVMissense_Mutationc.1191G>Ap.Met397Ilep.M397IQ15833protein_codingdeleterious(0.04)possibly_damaging(0.734)TCGA-EK-A2RK-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
STXBP2SNVMissense_Mutationc.337N>Ap.Ala113Thrp.A113TQ15833protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
STXBP2SNVMissense_Mutationc.1665N>Ap.Met555Ilep.M555IQ15833protein_codingdeleterious(0.01)benign(0.102)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
STXBP2SNVMissense_Mutationc.296N>Cp.Ile99Thrp.I99TQ15833protein_codingdeleterious(0)probably_damaging(0.987)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
STXBP2SNVMissense_Mutationrs767497356c.355N>Ap.Asp119Asnp.D119NQ15833protein_codingdeleterious(0)probably_damaging(0.979)TCGA-AG-A002-01Colorectumrectum 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
6813STXBP2NAemapalumabEMAPALUMAB
6813STXBP2NAEmapalumab-lzsgEMAPALUMAB
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