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: WSB2

Gene summary for WSB2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WSB2

Gene ID

55884

Gene nameWD repeat and SOCS box containing 2
Gene AliasSBA2
Cytomap12q24.23
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9NYS7


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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
55884WSB2HCC1_MengHumanLiverHCC2.61e-772.14e-010.0246
55884WSB2HCC2_MengHumanLiverHCC6.87e-231.37e-010.0107
55884WSB2HCC1HumanLiverHCC2.97e-063.11e+000.5336
55884WSB2HCC2HumanLiverHCC3.61e-294.96e+000.5341
55884WSB2S014HumanLiverHCC1.03e-042.72e-010.2254
55884WSB2S015HumanLiverHCC1.56e-084.89e-010.2375
55884WSB2S016HumanLiverHCC3.04e-042.55e-010.2243
55884WSB2S027HumanLiverHCC7.65e-096.85e-010.2446
55884WSB2S028HumanLiverHCC8.92e-177.84e-010.2503
55884WSB2S029HumanLiverHCC9.72e-188.02e-010.2581
55884WSB2C04HumanOral cavityOSCC8.28e-107.01e-010.2633
55884WSB2C21HumanOral cavityOSCC1.91e-237.29e-010.2678
55884WSB2C30HumanOral cavityOSCC2.23e-451.55e+000.3055
55884WSB2C38HumanOral cavityOSCC4.16e-087.32e-010.172
55884WSB2C43HumanOral cavityOSCC5.07e-133.62e-010.1704
55884WSB2C46HumanOral cavityOSCC6.60e-052.37e-010.1673
55884WSB2C51HumanOral cavityOSCC2.17e-188.03e-010.2674
55884WSB2C57HumanOral cavityOSCC1.77e-114.38e-010.1679
55884WSB2C06HumanOral cavityOSCC4.07e-041.01e+000.2699
55884WSB2C08HumanOral cavityOSCC9.72e-336.87e-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
∗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
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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
WSB2SNVMissense_Mutationc.1250N>Ap.Thr417Lysp.T417KQ9NYS7protein_codingdeleterious(0.03)possibly_damaging(0.495)TCGA-AR-A0U3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
WSB2insertionFrame_Shift_Insnovelc.758_759insATGCATCTTGAGCCCTTp.Gly254CysfsTer33p.G254Cfs*33Q9NYS7protein_codingTCGA-A8-A09B-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilSD
WSB2SNVMissense_Mutationrs781441613c.904N>Ap.Ala302Thrp.A302TQ9NYS7protein_codingtolerated(0.61)benign(0.001)TCGA-UC-A7PD-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
WSB2SNVMissense_Mutationrs550650687c.289N>Tp.Arg97Trpp.R97WQ9NYS7protein_codingdeleterious(0)probably_damaging(0.924)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
WSB2SNVMissense_Mutationc.410A>Gp.Asp137Glyp.D137GQ9NYS7protein_codingtolerated(1)benign(0.001)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
WSB2SNVMissense_Mutationnovelc.392N>Gp.His131Argp.H131RQ9NYS7protein_codingtolerated(0.34)benign(0)TCGA-AA-3846-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
WSB2SNVMissense_Mutationnovelc.619N>Gp.Ile207Valp.I207VQ9NYS7protein_codingtolerated(1)benign(0.007)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
WSB2SNVMissense_Mutationc.104C>Ap.Pro35Hisp.P35HQ9NYS7protein_codingdeleterious(0.01)benign(0.243)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
WSB2SNVMissense_Mutationc.806N>Tp.Ala269Valp.A269VQ9NYS7protein_codingdeleterious(0.03)probably_damaging(0.996)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
WSB2SNVMissense_Mutationc.511G>Ap.Asp171Asnp.D171NQ9NYS7protein_codingdeleterious(0.02)possibly_damaging(0.807)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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