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: STXBP5

Gene summary for STXBP5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STXBP5

Gene ID

134957

Gene namesyntaxin binding protein 5
Gene AliasLGL3
Cytomap6q24.3
Gene Typeprotein-coding
GO ID

GO:0001505

UniProtAcc

Q5T5C0


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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
134957STXBP5HTA11_3410_2000001011HumanColorectumAD4.09e-55-1.09e+000.0155
134957STXBP5HTA11_2487_2000001011HumanColorectumSER5.74e-11-7.40e-01-0.1808
134957STXBP5HTA11_2951_2000001011HumanColorectumAD1.79e-05-1.01e+000.0216
134957STXBP5HTA11_1938_2000001011HumanColorectumAD2.27e-03-5.69e-01-0.0811
134957STXBP5HTA11_3361_2000001011HumanColorectumAD3.83e-24-1.12e+00-0.1207
134957STXBP5HTA11_83_2000001011HumanColorectumSER1.59e-07-6.67e-01-0.1526
134957STXBP5HTA11_696_2000001011HumanColorectumAD6.33e-20-6.25e-01-0.1464
134957STXBP5HTA11_866_2000001011HumanColorectumAD6.79e-22-5.91e-01-0.1001
134957STXBP5HTA11_1391_2000001011HumanColorectumAD5.92e-06-5.88e-01-0.059
134957STXBP5HTA11_2992_2000001011HumanColorectumSER1.96e-02-7.59e-01-0.1706
134957STXBP5HTA11_5212_2000001011HumanColorectumAD4.80e-08-8.51e-01-0.2061
134957STXBP5HTA11_546_2000001011HumanColorectumAD5.29e-05-6.32e-01-0.0842
134957STXBP5HTA11_9341_2000001011HumanColorectumSER7.99e-05-1.11e+00-0.00410000000000005
134957STXBP5HTA11_7862_2000001011HumanColorectumAD2.18e-10-7.33e-01-0.0179
134957STXBP5HTA11_866_3004761011HumanColorectumAD1.94e-38-1.01e+000.096
134957STXBP5HTA11_4255_2000001011HumanColorectumSER1.18e-04-8.86e-010.0446
134957STXBP5HTA11_9408_2000001011HumanColorectumAD5.47e-05-1.10e+000.0451
134957STXBP5HTA11_8622_2000001021HumanColorectumSER6.61e-14-1.05e+000.0528
134957STXBP5HTA11_10623_2000001011HumanColorectumAD6.17e-03-6.95e-01-0.0177
134957STXBP5HTA11_6801_2000001011HumanColorectumSER6.04e-05-8.79e-010.0171
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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
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
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
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:00171574CervixCCregulation of exocytosis39/2311202/187232.90e-031.93e-0239
GO:00068873CervixCCexocytosis59/2311352/187238.74e-034.48e-0259
GO:0043254ColorectumADregulation of protein-containing complex assembly148/3918428/187232.64e-113.18e-09148
GO:0050708ColorectumADregulation of protein secretion83/3918268/187236.59e-051.07e-0383
GO:0009306ColorectumADprotein secretion105/3918359/187231.05e-041.57e-03105
GO:0035592ColorectumADestablishment of protein localization to extracellular region105/3918360/187231.18e-041.73e-03105
GO:0045921ColorectumADpositive regulation of exocytosis33/391886/187231.58e-042.20e-0333
GO:0071692ColorectumADprotein localization to extracellular region106/3918368/187231.86e-042.49e-03106
GO:0051047ColorectumADpositive regulation of secretion90/3918310/187234.11e-044.66e-0390
GO:1903532ColorectumADpositive regulation of secretion by cell82/3918282/187236.85e-047.00e-0382
GO:0006887ColorectumADexocytosis96/3918352/187232.48e-031.90e-0296
GO:0017157ColorectumADregulation of exocytosis59/3918202/187233.20e-032.36e-0259
GO:0099003ColorectumADvesicle-mediated transport in synapse57/3918200/187236.53e-034.06e-0257
GO:00432541ColorectumSERregulation of protein-containing complex assembly119/2897428/187233.34e-115.86e-09119
GO:00507081ColorectumSERregulation of protein secretion63/2897268/187233.42e-045.39e-0363
GO:00093061ColorectumSERprotein secretion79/2897359/187235.99e-048.19e-0379
GO:00355921ColorectumSERestablishment of protein localization to extracellular region79/2897360/187236.54e-048.77e-0379
GO:00716921ColorectumSERprotein localization to extracellular region80/2897368/187238.13e-041.01e-0280
GO:00459211ColorectumSERpositive regulation of exocytosis25/289786/187239.88e-041.17e-0225
GO:00068871ColorectumSERexocytosis75/2897352/187232.05e-032.03e-0275
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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
STXBP5SNVMissense_Mutationc.2552N>Ap.Ile851Lysp.I851KQ5T5C0protein_codingdeleterious(0)benign(0.203)TCGA-A8-A083-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
STXBP5SNVMissense_Mutationrs765718593c.488G>Ap.Arg163Glnp.R163QQ5T5C0protein_codingdeleterious(0)possibly_damaging(0.884)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
STXBP5SNVMissense_Mutationnovelc.1207G>Ap.Glu403Lysp.E403KQ5T5C0protein_codingtolerated(0.21)probably_damaging(0.976)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
STXBP5SNVMissense_Mutationc.2146N>Cp.Gly716Argp.G716RQ5T5C0protein_codingtolerated(0.23)benign(0.031)TCGA-AN-A0AR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
STXBP5SNVMissense_Mutationc.2422N>Ap.Asp808Asnp.D808NQ5T5C0protein_codingdeleterious(0)possibly_damaging(0.706)TCGA-AO-A0J4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
STXBP5SNVMissense_Mutationc.326N>Gp.Asn109Serp.N109SQ5T5C0protein_codingdeleterious(0)possibly_damaging(0.864)TCGA-C8-A134-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
STXBP5SNVMissense_Mutationnovelc.2173N>Ap.Asp725Asnp.D725NQ5T5C0protein_codingtolerated(0.35)benign(0.003)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
STXBP5SNVMissense_Mutationc.3026N>Tp.Ser1009Leup.S1009LQ5T5C0protein_codingdeleterious(0)benign(0.007)TCGA-LL-A73Y-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
STXBP5deletionFrame_Shift_Delnovelc.2402delNp.Thr802ArgfsTer20p.T802Rfs*20Q5T5C0protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
STXBP5SNVMissense_Mutationc.62N>Tp.Ser21Leup.S21LQ5T5C0protein_codingtolerated(0.08)benign(0.089)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
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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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