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: STX8

Gene summary for STX8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STX8

Gene ID

9482

Gene namesyntaxin 8
Gene AliasCARB
Cytomap17p13.1
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q9UNK0


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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
9482STX8HTA11_3410_2000001011HumanColorectumAD6.09e-04-2.61e-010.0155
9482STX8HTA11_99999970781_79442HumanColorectumMSS3.24e-02-2.74e-010.294
9482STX8HTA11_99999971662_82457HumanColorectumMSS3.64e-03-3.57e-010.3859
9482STX8HTA11_99999973899_84307HumanColorectumMSS8.19e-03-3.80e-010.2585
9482STX8HTA11_99999974143_84620HumanColorectumMSS8.38e-03-3.07e-010.3005
9482STX8A015-C-203HumanColorectumFAP1.67e-21-4.15e-01-0.1294
9482STX8A015-C-204HumanColorectumFAP1.41e-04-3.34e-01-0.0228
9482STX8A014-C-040HumanColorectumFAP3.83e-04-5.28e-01-0.1184
9482STX8A002-C-201HumanColorectumFAP3.05e-09-3.17e-010.0324
9482STX8A001-C-119HumanColorectumFAP1.11e-03-4.41e-02-0.1557
9482STX8A001-C-108HumanColorectumFAP7.68e-12-2.86e-01-0.0272
9482STX8A002-C-205HumanColorectumFAP5.27e-19-4.35e-01-0.1236
9482STX8A015-C-005HumanColorectumFAP1.25e-02-3.00e-01-0.0336
9482STX8A015-C-006HumanColorectumFAP9.70e-13-5.36e-01-0.0994
9482STX8A015-C-106HumanColorectumFAP1.56e-10-2.44e-01-0.0511
9482STX8A002-C-114HumanColorectumFAP8.63e-18-4.65e-01-0.1561
9482STX8A015-C-104HumanColorectumFAP9.95e-24-4.63e-01-0.1899
9482STX8A001-C-014HumanColorectumFAP3.07e-10-3.22e-010.0135
9482STX8A002-C-016HumanColorectumFAP1.61e-15-4.05e-010.0521
9482STX8A015-C-002HumanColorectumFAP7.85e-13-6.14e-01-0.0763
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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
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:00069064SkincSCCvesicle fusion43/4864106/187237.14e-045.03e-0343
GO:00901744SkincSCCorganelle membrane fusion44/4864110/187238.82e-046.07e-0344
GO:004502214SkincSCCearly endosome to late endosome transport20/486440/187239.58e-046.48e-0320
GO:00083334SkincSCCendosome to lysosome transport23/486455/187237.54e-033.53e-0223
GO:00482782SkincSCCvesicle docking24/486459/187239.59e-034.30e-0224
GO:001605017ThyroidPTCvesicle organization163/5968300/187234.74e-163.69e-14163
GO:0072659112ThyroidPTCprotein localization to plasma membrane153/5968284/187239.90e-156.50e-13153
GO:1990778111ThyroidPTCprotein localization to cell periphery172/5968333/187233.71e-142.30e-12172
GO:0007034110ThyroidPTCvacuolar transport90/5968157/187233.74e-111.35e-0990
GO:001648217ThyroidPTCcytosolic transport92/5968168/187236.41e-101.97e-0892
GO:1904375111ThyroidPTCregulation of protein localization to cell periphery70/5968125/187232.04e-084.71e-0770
GO:190547525ThyroidPTCregulation of protein localization to membrane91/5968175/187232.41e-085.43e-0791
GO:000704115ThyroidPTClysosomal transport63/5968114/187231.97e-073.54e-0663
GO:1903076112ThyroidPTCregulation of protein localization to plasma membrane58/5968104/187233.91e-076.51e-0658
GO:00482846ThyroidPTCorganelle fusion71/5968141/187233.68e-064.70e-0571
GO:002240615ThyroidPTCmembrane docking48/596886/187233.72e-064.73e-0548
GO:00610256ThyroidPTCmembrane fusion77/5968163/187232.86e-052.78e-0477
GO:00069065ThyroidPTCvesicle fusion54/5968106/187233.39e-053.21e-0454
GO:00901745ThyroidPTCorganelle membrane fusion55/5968110/187235.64e-054.99e-0455
GO:01400569ThyroidPTCorganelle localization by membrane tethering40/596877/187231.98e-041.49e-0340
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041305EsophagusESCCSNARE interactions in vesicular transport28/420533/84652.75e-051.32e-046.75e-0528
hsa0413012EsophagusESCCSNARE interactions in vesicular transport28/420533/84652.75e-051.32e-046.75e-0528
hsa041304Oral cavityOSCCSNARE interactions in vesicular transport28/370433/84651.31e-067.18e-063.66e-0628
hsa0413011Oral cavityOSCCSNARE interactions in vesicular transport28/370433/84651.31e-067.18e-063.66e-0628
hsa0413021Oral cavityLPSNARE interactions in vesicular transport22/241833/84656.00e-064.76e-053.07e-0522
hsa0413031Oral cavityLPSNARE interactions in vesicular transport22/241833/84656.00e-064.76e-053.07e-0522
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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
STX8SNVMissense_Mutationc.343N>Cp.Glu115Glnp.E115QQ9UNK0protein_codingdeleterious(0.01)benign(0.003)TCGA-BH-A1F8-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
STX8insertionIn_Frame_Insnovelc.469_470insGCAATCCCGTGCCCCCGTATTTCTTCCp.Ala157delinsGlyAsnProValProProTyrPhePheProp.A157delinsGNPVPPYFFPQ9UNK0protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
STX8insertionNonsense_Mutationnovelc.53_54insTGTCTCAGCCTAAAGCTGGGGCCAATCCACATATCp.Gln18HisfsTer5p.Q18Hfs*5Q9UNK0protein_codingTCGA-AC-A2QH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
STX8insertionFrame_Shift_Insnovelc.469_470insTAAAATCACTGGCAATCCCGTGCCCCCGTATTTCTTCCp.Ala157ValfsTer19p.A157Vfs*19Q9UNK0protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
STX8insertionFrame_Shift_Insnovelc.469_470insTAAAATCACTGGCAATCCCGTGCCCCCGTATTTCTTCCp.Ala157ValfsTer19p.A157Vfs*19Q9UNK0protein_codingTCGA-E9-A1NC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
STX8SNVMissense_Mutationrs755945693c.31N>Ap.Asp11Asnp.D11NQ9UNK0protein_codingtolerated(0.06)possibly_damaging(0.791)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
STX8SNVMissense_Mutationnovelc.155N>Tp.Lys52Metp.K52MQ9UNK0protein_codingdeleterious(0.01)benign(0.084)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
STX8SNVMissense_Mutationrs752149374c.592N>Tp.Arg198Cysp.R198CQ9UNK0protein_codingtolerated(0.1)possibly_damaging(0.87)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
STX8SNVMissense_Mutationrs140592918c.80N>Ap.Arg27Glnp.R27QQ9UNK0protein_codingdeleterious(0.05)benign(0.042)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
STX8SNVMissense_Mutationc.193N>Ap.Ala65Thrp.A65TQ9UNK0protein_codingtolerated(0.05)benign(0.339)TCGA-AY-6197-01Colorectumcolon 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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