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: STXBP4

Gene summary for STXBP4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STXBP4

Gene ID

252983

Gene namesyntaxin binding protein 4
Gene AliasSynip
Cytomap17q22
Gene Typeprotein-coding
GO ID

GO:0001678

UniProtAcc

Q6ZWJ1


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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
252983STXBP4HCC1_MengHumanLiverHCC3.49e-415.53e-020.0246
252983STXBP4HCC1HumanLiverHCC1.99e-097.59e-010.5336
252983STXBP4HCC2HumanLiverHCC1.21e-062.86e+000.5341
252983STXBP4S027HumanLiverHCC3.55e-024.02e-010.2446
252983STXBP4S028HumanLiverHCC3.64e-146.29e-010.2503
252983STXBP4S029HumanLiverHCC2.14e-146.10e-010.2581
252983STXBP4HTA12-15-2HumanPancreasPDAC2.12e-044.24e-010.2315
252983STXBP4HTA12-23-1HumanPancreasPDAC4.09e-098.39e-010.3405
252983STXBP4HTA12-25-1HumanPancreasPDAC1.69e-045.71e-010.313
252983STXBP4HTA12-26-1HumanPancreasPDAC1.41e-075.83e-010.3728
252983STXBP4HTA12-29-1HumanPancreasPDAC2.95e-368.33e-010.3722
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:003164722LiverHCCregulation of protein stability211/7958298/187232.29e-235.01e-21211
GO:000660512LiverHCCprotein targeting219/7958314/187237.74e-231.49e-20219
GO:005082122LiverHCCprotein stabilization139/7958191/187231.61e-171.71e-15139
GO:003286821LiverHCCresponse to insulin172/7958264/187237.14e-144.23e-12172
GO:003286921LiverHCCcellular response to insulin stimulus137/7958203/187234.69e-132.44e-11137
GO:004343422LiverHCCresponse to peptide hormone247/7958414/187239.55e-134.77e-11247
GO:007137521LiverHCCcellular response to peptide hormone stimulus179/7958290/187232.54e-119.88e-10179
GO:190165321LiverHCCcellular response to peptide211/7958359/187232.86e-109.63e-09211
GO:00082862LiverHCCinsulin receptor signaling pathway78/7958116/187236.15e-081.29e-0678
GO:000974322LiverHCCresponse to carbohydrate149/7958253/187239.55e-081.89e-06149
GO:003428422LiverHCCresponse to monosaccharide131/7958225/187231.32e-061.91e-05131
GO:19019871LiverHCCregulation of cell cycle phase transition211/7958390/187232.11e-062.89e-05211
GO:000974622LiverHCCresponse to hexose126/7958219/187234.81e-066.06e-05126
GO:004578711LiverHCCpositive regulation of cell cycle172/7958313/187235.29e-066.58e-05172
GO:000974912LiverHCCresponse to glucose121/7958212/187231.24e-051.39e-04121
GO:00448432LiverHCCcell cycle G1/S phase transition134/7958241/187232.60e-052.70e-04134
GO:00343411LiverHCCresponse to interferon-gamma82/7958141/187231.25e-041.03e-0382
GO:00713461LiverHCCcellular response to interferon-gamma70/7958118/187231.66e-041.32e-0370
GO:004259322LiverHCCglucose homeostasis137/7958258/187233.59e-042.49e-03137
GO:003350022LiverHCCcarbohydrate homeostasis137/7958259/187234.45e-042.98e-03137
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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
STXBP4SNVMissense_Mutationc.782N>Tp.Arg261Ilep.R261IQ6ZWJ1protein_codingdeleterious(0)possibly_damaging(0.828)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
STXBP4SNVMissense_Mutationnovelc.1645C>Tp.Pro549Serp.P549SQ6ZWJ1protein_codingtolerated_low_confidence(0.12)benign(0.007)TCGA-AR-A24W-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyletrozoleSD
STXBP4SNVMissense_Mutationnovelc.1658N>Tp.Ser553Ilep.S553IQ6ZWJ1protein_codingdeleterious_low_confidence(0)benign(0.011)TCGA-BH-A0BF-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
STXBP4SNVMissense_Mutationc.1363N>Gp.Arg455Glyp.R455GQ6ZWJ1protein_codingtolerated(0.07)benign(0.046)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
STXBP4insertionFrame_Shift_Insnovelc.353_354insCTTGATTAAAp.Ser119LeufsTer30p.S119Lfs*30Q6ZWJ1protein_codingTCGA-AR-A0U2-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenPD
STXBP4SNVMissense_Mutationnovelc.1587N>Cp.Met529Ilep.M529IQ6ZWJ1protein_codingtolerated(0.11)benign(0.01)TCGA-EA-A3Y4-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
STXBP4SNVMissense_Mutationc.823N>Ap.Ala275Thrp.A275TQ6ZWJ1protein_codingtolerated(0.23)benign(0.001)TCGA-EA-A44S-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinSD
STXBP4SNVMissense_Mutationc.167N>Cp.Gly56Alap.G56AQ6ZWJ1protein_codingdeleterious(0.01)probably_damaging(1)TCGA-EK-A2RC-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
STXBP4SNVMissense_Mutationc.1111G>Ap.Glu371Lysp.E371KQ6ZWJ1protein_codingdeleterious(0)probably_damaging(0.977)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
STXBP4SNVMissense_Mutationc.1080G>Cp.Gln360Hisp.Q360HQ6ZWJ1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<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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