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: QSOX2

Gene summary for QSOX2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

QSOX2

Gene ID

169714

Gene namequiescin sulfhydryl oxidase 2
Gene AliasQSCN6L1
Cytomap9q34.3
Gene Typeprotein-coding
GO ID

GO:0006457

UniProtAcc

Q6ZRP7


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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
169714QSOX2C21HumanOral cavityOSCC8.28e-154.85e-010.2678
169714QSOX2C30HumanOral cavityOSCC2.97e-269.82e-010.3055
169714QSOX2C51HumanOral cavityOSCC4.87e-073.82e-010.2674
169714QSOX2C06HumanOral cavityOSCC3.83e-025.23e-010.2699
169714QSOX2C09HumanOral cavityOSCC1.29e-042.83e-010.1431
169714QSOX2SYSMH2HumanOral cavityOSCC7.87e-039.55e-020.2326
169714QSOX2SYSMH3HumanOral cavityOSCC4.63e-172.98e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:000645718Oral cavityOSCCprotein folding154/7305212/187231.89e-234.60e-21154
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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
QSOX2SNVMissense_Mutationrs780960010c.1660G>Ap.Val554Metp.V554MQ6ZRP7protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A7-A26E-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanSD
QSOX2SNVMissense_Mutationrs376098174c.631G>Ap.Val211Metp.V211MQ6ZRP7protein_codingtolerated(0.15)benign(0.081)TCGA-LD-A7W6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyletrozoleSD
QSOX2insertionFrame_Shift_Insnovelc.704_705insAGTCGCAGAGGAAACCGTGGCTAAACp.Ser235ArgfsTer13p.S235Rfs*13Q6ZRP7protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
QSOX2insertionNonsense_Mutationnovelc.895_896insCAGTTTAAGGACAGCTCACp.Leu299SerfsTer3p.L299Sfs*3Q6ZRP7protein_codingTCGA-AN-A0FV-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
QSOX2insertionIn_Frame_Insnovelc.460_461insGCTCCATGAAGAAGGCGGCCGTTAGACTCGTGTp.Thr154delinsSerSerMetLysLysAlaAlaValArgLeuValSerp.T154delinsSSMKKAAVRLVSQ6ZRP7protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
QSOX2insertionFrame_Shift_Insnovelc.425dupTp.Arg143ProfsTer4p.R143Pfs*4Q6ZRP7protein_codingTCGA-BH-A1FC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
QSOX2deletionFrame_Shift_Delnovelc.1676delAp.Lys559SerfsTer10p.K559Sfs*10Q6ZRP7protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
QSOX2SNVMissense_Mutationc.769N>Tp.Val257Phep.V257FQ6ZRP7protein_codingtolerated(0.6)benign(0.061)TCGA-EK-A2RN-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
QSOX2SNVMissense_Mutationrs368735255c.1208N>Ap.Arg403Glnp.R403QQ6ZRP7protein_codingtolerated(0.1)benign(0.03)TCGA-JX-A5QV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
QSOX2SNVMissense_Mutationc.1024N>Tp.His342Tyrp.H342YQ6ZRP7protein_codingdeleterious(0)possibly_damaging(0.791)TCGA-VS-A9UO-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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