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: GOSR2

Gene summary for GOSR2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GOSR2

Gene ID

9570

Gene namegolgi SNAP receptor complex member 2
Gene AliasBos1
Cytomap17q21.32
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

O14653


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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
9570GOSR2HCC1_MengHumanLiverHCC3.02e-641.89e-010.0246
9570GOSR2HCC2_MengHumanLiverHCC6.76e-115.82e-020.0107
9570GOSR2HCC1HumanLiverHCC5.50e-042.95e+000.5336
9570GOSR2HCC2HumanLiverHCC3.50e-174.29e+000.5341
9570GOSR2Pt13.bHumanLiverHCC1.79e-081.21e-010.0251
9570GOSR2S014HumanLiverHCC3.30e-134.59e-010.2254
9570GOSR2S015HumanLiverHCC1.68e-074.54e-010.2375
9570GOSR2S016HumanLiverHCC6.55e-113.59e-010.2243
9570GOSR2S027HumanLiverHCC7.04e-116.54e-010.2446
9570GOSR2S028HumanLiverHCC8.29e-156.22e-010.2503
9570GOSR2S029HumanLiverHCC1.69e-177.21e-010.2581
9570GOSR2C04HumanOral cavityOSCC1.96e-178.11e-010.2633
9570GOSR2C21HumanOral cavityOSCC5.27e-371.11e+000.2678
9570GOSR2C30HumanOral cavityOSCC1.65e-472.06e+000.3055
9570GOSR2C38HumanOral cavityOSCC1.35e-036.01e-010.172
9570GOSR2C43HumanOral cavityOSCC9.82e-213.58e-010.1704
9570GOSR2C51HumanOral cavityOSCC1.62e-116.35e-010.2674
9570GOSR2C57HumanOral cavityOSCC4.26e-113.52e-010.1679
9570GOSR2C06HumanOral cavityOSCC7.24e-099.35e-010.2699
9570GOSR2C08HumanOral cavityOSCC6.71e-254.33e-010.1919
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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
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:004819321LiverHCCGolgi vesicle transport217/7958296/187232.58e-271.02e-24217
GO:001605021LiverHCCvesicle organization194/7958300/187235.58e-153.97e-13194
GO:004828411LiverHCCorganelle fusion84/7958141/187233.13e-053.20e-0484
GO:00901741LiverHCCorganelle membrane fusion63/7958110/187231.24e-036.85e-0363
GO:00069061LiverHCCvesicle fusion61/7958106/187231.25e-036.90e-0361
GO:0061025LiverHCCmembrane fusion88/7958163/187231.98e-031.00e-0288
GO:0006891LiverHCCintra-Golgi vesicle-mediated transport22/795833/187234.38e-031.90e-0222
GO:004819315Oral cavityOSCCGolgi vesicle transport209/7305296/187231.39e-286.30e-26209
GO:00160508Oral cavityOSCCvesicle organization189/7305300/187232.40e-172.14e-15189
GO:00482843Oral cavityOSCCorganelle fusion82/7305141/187233.08e-063.72e-0582
GO:00901742Oral cavityOSCCorganelle membrane fusion63/7305110/187237.75e-056.01e-0463
GO:00069062Oral cavityOSCCvesicle fusion61/7305106/187238.28e-056.35e-0461
GO:00068913Oral cavityOSCCintra-Golgi vesicle-mediated transport23/730533/187233.47e-042.12e-0323
GO:00610253Oral cavityOSCCmembrane fusion84/7305163/187237.56e-044.12e-0384
GO:004819316Oral cavityLPGolgi vesicle transport141/4623296/187236.11e-181.06e-15141
GO:001605013Oral cavityLPvesicle organization128/4623300/187234.96e-123.98e-10128
GO:004828412Oral cavityLPorganelle fusion56/4623141/187235.55e-057.62e-0456
GO:000690611Oral cavityLPvesicle fusion44/4623106/187231.01e-041.24e-0344
GO:009017411Oral cavityLPorganelle membrane fusion45/4623110/187231.28e-041.49e-0345
GO:00610251Oral cavityLPmembrane fusion58/4623163/187231.19e-039.62e-0358
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
GOSR2insertionIn_Frame_Insnovelc.566_567insGGGGAAGCCATGGAAAGGAACATTTGGAACCAGp.Asp189delinsGluGlyLysProTrpLysGlyThrPheGlyThrSerp.D189delinsEGKPWKGTFGTSO14653protein_codingTCGA-BH-A0BJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
GOSR2SNVMissense_Mutationnovelc.133N>Gp.Phe45Valp.F45VO14653protein_codingtolerated(0.49)benign(0.175)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GOSR2SNVMissense_Mutationc.154G>Ap.Glu52Lysp.E52KO14653protein_codingdeleterious(0.01)possibly_damaging(0.761)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GOSR2SNVMissense_Mutationrs577835455c.248N>Tp.Ala83Valp.A83VO14653protein_codingdeleterious(0.04)possibly_damaging(0.616)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GOSR2SNVMissense_Mutationc.344A>Tp.Asp115Valp.D115VO14653protein_codingdeleterious(0.01)possibly_damaging(0.735)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
GOSR2SNVMissense_Mutationc.134N>Cp.Phe45Serp.F45SO14653protein_codingtolerated(0.44)benign(0.013)TCGA-DM-A1HB-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
GOSR2SNVMissense_Mutationnovelc.311N>Cp.Leu104Prop.L104PO14653protein_codingdeleterious(0)probably_damaging(1)TCGA-AG-4005-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapyfolinicCR
GOSR2SNVMissense_Mutationc.156N>Tp.Glu52Aspp.E52DO14653protein_codingtolerated(1)benign(0.029)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
GOSR2SNVMissense_Mutationc.294N>Tp.Glu98Aspp.E98DO14653protein_codingtolerated(0.28)benign(0.02)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
GOSR2SNVMissense_Mutationnovelc.479N>Tp.Gly160Valp.G160VO14653protein_codingdeleterious(0.01)probably_damaging(0.966)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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