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: STXBP6

Gene summary for STXBP6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STXBP6

Gene ID

29091

Gene namesyntaxin binding protein 6
Gene AliasHSPC156
Cytomap14q12
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q8NFX7


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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
29091STXBP6HTA11_3410_2000001011HumanColorectumAD1.01e-03-3.40e-010.0155
29091STXBP6HTA11_3361_2000001011HumanColorectumAD2.82e-04-5.75e-01-0.1207
29091STXBP6HTA11_5212_2000001011HumanColorectumAD9.81e-04-7.40e-01-0.2061
29091STXBP6HTA11_99999971662_82457HumanColorectumMSS1.57e-08-4.26e-010.3859
29091STXBP6HTA11_99999974143_84620HumanColorectumMSS2.07e-14-5.20e-010.3005
29091STXBP6A002-C-010HumanColorectumFAP1.74e-032.69e-010.242
29091STXBP6A001-C-207HumanColorectumFAP2.52e-022.74e-010.1278
29091STXBP6A015-C-203HumanColorectumFAP1.25e-28-5.72e-01-0.1294
29091STXBP6A015-C-204HumanColorectumFAP2.45e-03-2.55e-01-0.0228
29091STXBP6A014-C-040HumanColorectumFAP3.24e-03-3.21e-01-0.1184
29091STXBP6A002-C-201HumanColorectumFAP2.88e-09-3.61e-010.0324
29091STXBP6A002-C-203HumanColorectumFAP1.59e-053.47e-010.2786
29091STXBP6A001-C-119HumanColorectumFAP1.29e-11-5.91e-01-0.1557
29091STXBP6A001-C-108HumanColorectumFAP5.37e-11-3.13e-01-0.0272
29091STXBP6A002-C-205HumanColorectumFAP2.88e-22-5.73e-01-0.1236
29091STXBP6A015-C-006HumanColorectumFAP1.07e-15-5.87e-01-0.0994
29091STXBP6A015-C-106HumanColorectumFAP2.71e-09-1.20e-01-0.0511
29091STXBP6A002-C-114HumanColorectumFAP1.07e-16-4.95e-01-0.1561
29091STXBP6A015-C-104HumanColorectumFAP3.83e-27-5.40e-01-0.1899
29091STXBP6A001-C-014HumanColorectumFAP1.99e-09-2.22e-010.0135
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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:0043254ColorectumADregulation of protein-containing complex assembly148/3918428/187232.64e-113.18e-09148
GO:0048193ColorectumADGolgi vesicle transport109/3918296/187231.80e-101.68e-08109
GO:0098876ColorectumADvesicle-mediated transport to the plasma membrane57/3918136/187232.30e-081.27e-0657
GO:0016050ColorectumADvesicle organization101/3918300/187231.65e-077.17e-06101
GO:0006892ColorectumADpost-Golgi vesicle-mediated transport45/3918104/187232.22e-079.26e-0645
GO:0006893ColorectumADGolgi to plasma membrane transport27/391860/187232.41e-054.66e-0427
GO:0006887ColorectumADexocytosis96/3918352/187232.48e-031.90e-0296
GO:0017157ColorectumADregulation of exocytosis59/3918202/187233.20e-032.36e-0259
GO:0048284ColorectumADorganelle fusion42/3918141/187238.04e-034.73e-0242
GO:00481932ColorectumMSSGolgi vesicle transport101/3467296/187239.09e-119.77e-09101
GO:00432542ColorectumMSSregulation of protein-containing complex assembly130/3467428/187231.38e-091.03e-07130
GO:00988762ColorectumMSSvesicle-mediated transport to the plasma membrane54/3467136/187236.20e-093.95e-0754
GO:00160502ColorectumMSSvesicle organization93/3467300/187231.04e-074.97e-0693
GO:00068922ColorectumMSSpost-Golgi vesicle-mediated transport40/3467104/187231.45e-064.82e-0540
GO:00068931ColorectumMSSGolgi to plasma membrane transport26/346760/187238.01e-062.03e-0426
GO:00510511ColorectumMSSnegative regulation of transport110/3467470/187234.20e-033.04e-02110
GO:00482841ColorectumMSSorganelle fusion39/3467141/187234.91e-033.42e-0239
GO:00481934ColorectumFAPGolgi vesicle transport77/2622296/187232.86e-082.62e-0677
GO:00432544ColorectumFAPregulation of protein-containing complex assembly101/2622428/187235.18e-084.07e-06101
GO:00068923ColorectumFAPpost-Golgi vesicle-mediated transport36/2622104/187239.23e-086.22e-0636
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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
STXBP6SNVMissense_Mutationc.501N>Cp.Gln167Hisp.Q167HQ8NFX7protein_codingtolerated(0.05)benign(0.044)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
STXBP6SNVMissense_Mutationnovelc.49N>Ap.Glu17Lysp.E17KQ8NFX7protein_codingdeleterious(0)probably_damaging(0.968)TCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
STXBP6SNVMissense_Mutationrs767031935c.48N>Ap.Asp16Glup.D16EQ8NFX7protein_codingtolerated(0.13)probably_damaging(0.981)TCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
STXBP6SNVMissense_Mutationnovelc.618N>Ap.Met206Ilep.M206IQ8NFX7protein_codingtolerated(0.25)benign(0)TCGA-D8-A4Z1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
STXBP6SNVMissense_Mutationc.233N>Tp.Ser78Leup.S78LQ8NFX7protein_codingdeleterious(0.03)benign(0.131)TCGA-C5-A1MN-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
STXBP6SNVMissense_Mutationrs769103083c.526N>Tp.Arg176Cysp.R176CQ8NFX7protein_codingdeleterious(0)probably_damaging(0.976)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
STXBP6SNVMissense_Mutationnovelc.226C>Tp.Arg76Trpp.R76WQ8NFX7protein_codingdeleterious(0)possibly_damaging(0.646)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
STXBP6SNVMissense_Mutationc.274G>Ap.Asp92Asnp.D92NQ8NFX7protein_codingtolerated(0.26)benign(0)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
STXBP6SNVMissense_Mutationc.34N>Ap.Phe12Ilep.F12IQ8NFX7protein_codingdeleterious(0)probably_damaging(0.981)TCGA-AP-A0LD-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
STXBP6SNVMissense_Mutationnovelc.406N>Ap.Asp136Asnp.D136NQ8NFX7protein_codingtolerated(0.27)benign(0.01)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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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