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: STX6

Gene summary for STX6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STX6

Gene ID

10228

Gene namesyntaxin 6
Gene AliasSTX6
Cytomap1q25.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

O43752


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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
10228STX6CA_HPV_3HumanCervixCC1.76e-034.34e-020.0414
10228STX6CCI_2HumanCervixCC2.37e-057.74e-010.5249
10228STX6CCI_3HumanCervixCC2.82e-035.25e-010.516
10228STX6sample3HumanCervixCC1.49e-021.36e-010.1387
10228STX6LZE4THumanEsophagusESCC3.57e-061.48e-010.0811
10228STX6LZE7THumanEsophagusESCC3.05e-145.69e-010.0667
10228STX6LZE20THumanEsophagusESCC8.82e-032.48e-010.0662
10228STX6LZE24THumanEsophagusESCC2.80e-122.14e-010.0596
10228STX6LZE6THumanEsophagusESCC4.90e-081.78e-010.0845
10228STX6P1T-EHumanEsophagusESCC2.41e-144.82e-010.0875
10228STX6P2T-EHumanEsophagusESCC3.48e-326.66e-010.1177
10228STX6P4T-EHumanEsophagusESCC1.84e-266.78e-010.1323
10228STX6P5T-EHumanEsophagusESCC5.38e-284.87e-010.1327
10228STX6P8T-EHumanEsophagusESCC2.25e-172.39e-010.0889
10228STX6P9T-EHumanEsophagusESCC4.44e-082.70e-010.1131
10228STX6P10T-EHumanEsophagusESCC1.64e-203.96e-010.116
10228STX6P11T-EHumanEsophagusESCC4.57e-136.44e-010.1426
10228STX6P12T-EHumanEsophagusESCC6.30e-293.31e-010.1122
10228STX6P15T-EHumanEsophagusESCC1.58e-185.09e-010.1149
10228STX6P16T-EHumanEsophagusESCC5.15e-366.20e-010.1153
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
∗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:01400567EsophagusESCCorganelle localization by membrane tethering53/855277/187233.33e-052.74e-0453
GO:00610254EsophagusESCCmembrane fusion98/8552163/187231.39e-049.41e-0498
GO:00482781EsophagusESCCvesicle docking38/855259/187232.86e-031.21e-0238
GO:00901614EsophagusESCCGolgi ribbon formation11/855213/187234.76e-031.85e-0211
GO:00995324EsophagusESCCsynaptic vesicle endosomal processing9/855210/187235.09e-031.92e-029
GO:00481936LiverNAFLDGolgi vesicle transport66/1882296/187233.66e-109.30e-0866
GO:0007030LiverNAFLDGolgi organization36/1882157/187231.76e-067.68e-0536
GO:00988765LiverNAFLDvesicle-mediated transport to the plasma membrane30/1882136/187232.76e-057.39e-0430
GO:00164825LiverNAFLDcytosolic transport34/1882168/187235.52e-051.25e-0334
GO:00161975LiverNAFLDendosomal transport41/1882230/187232.02e-043.53e-0341
GO:00160505LiverNAFLDvesicle organization50/1882300/187232.42e-044.06e-0350
GO:0090161LiverNAFLDGolgi ribbon formation6/188213/187239.41e-041.12e-026
GO:00421474LiverNAFLDretrograde transport, endosome to Golgi19/188291/187231.55e-031.67e-0219
GO:00995321LiverNAFLDsynaptic vesicle endosomal processing5/188210/187231.67e-031.74e-025
GO:004819321LiverHCCGolgi vesicle transport217/7958296/187232.58e-271.02e-24217
GO:001605021LiverHCCvesicle organization194/7958300/187235.58e-153.97e-13194
GO:001619721LiverHCCendosomal transport154/7958230/187234.74e-142.95e-12154
GO:001648221LiverHCCcytosolic transport117/7958168/187238.83e-134.48e-11117
GO:009887621LiverHCCvesicle-mediated transport to the plasma membrane92/7958136/187232.57e-097.07e-0892
GO:000703211LiverHCCendosome organization61/795882/187234.36e-091.15e-0761
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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
hsa041302LiverHCCSNARE interactions in vesicular transport25/402033/84658.78e-043.38e-031.88e-0325
hsa041303LiverHCCSNARE interactions in vesicular transport25/402033/84658.78e-043.38e-031.88e-0325
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
STX6SNVMissense_Mutationnovelc.583G>Ap.Glu195Lysp.E195KO43752protein_codingdeleterious(0)benign(0.3)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
STX6SNVMissense_Mutationc.214G>Ap.Glu72Lysp.E72KO43752protein_codingdeleterious(0.01)possibly_damaging(0.865)TCGA-EW-A1PE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
STX6insertionNonsense_Mutationnovelc.456_457insATGTTCTTTTGTTCTTTACATTAGTATGTCTGCTTAACCAGp.His153MetfsTer8p.H153Mfs*8O43752protein_codingTCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
STX6SNVMissense_Mutationc.204N>Gp.Ile68Metp.I68MO43752protein_codingdeleterious(0)probably_damaging(0.989)TCGA-C5-A1M5-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
STX6SNVMissense_Mutationc.250G>Ap.Glu84Lysp.E84KO43752protein_codingdeleterious(0.01)probably_damaging(0.993)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
STX6SNVMissense_Mutationrs776504795c.206G>Ap.Ser69Asnp.S69NO43752protein_codingtolerated(0.7)benign(0)TCGA-A6-3807-01Colorectumcolon adenocarcinomaFemale<65III/IVAncillaryleucovorinSD
STX6SNVMissense_Mutationc.343G>Ap.Ala115Thrp.A115TO43752protein_codingtolerated(0.59)benign(0.001)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
STX6SNVMissense_Mutationnovelc.380N>Ap.Ser127Asnp.S127NO43752protein_codingtolerated(0.15)benign(0.009)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
STX6SNVMissense_Mutationnovelc.112N>Tp.Ala38Serp.A38SO43752protein_codingtolerated(0.32)benign(0.03)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
STX6SNVMissense_Mutationc.448G>Ap.Ala150Thrp.A150TO43752protein_codingtolerated(0.15)benign(0.027)TCGA-D1-A177-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownPD
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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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