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: WNT3

Gene summary for WNT3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WNT3

Gene ID

7473

Gene nameWnt family member 3
Gene AliasINT4
Cytomap17q21.31-q21.32
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P56703


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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
7473WNT3P1_cSCCHumanSkincSCC1.50e-257.91e-010.0292
7473WNT3P2_cSCCHumanSkincSCC6.73e-165.92e-01-0.024
7473WNT3P4_cSCCHumanSkincSCC1.74e-245.01e-01-0.00290000000000005
7473WNT3P10_cSCCHumanSkincSCC8.77e-134.42e-010.1017
7473WNT3cSCC_p1HumanSkincSCC8.23e-092.89e-01-0.1916
7473WNT3cSCC_p10HumanSkincSCC3.73e-092.50e-01-0.2095
7473WNT3cSCC_p11HumanSkincSCC3.60e-041.55e-01-0.2102
7473WNT3cSCC_p8HumanSkincSCC4.93e-244.40e-01-0.1971
7473WNT3cSCC_p9HumanSkincSCC4.07e-213.63e-01-0.1991
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:004873227SkincSCCgland development167/4864436/187237.64e-092.44e-07167
GO:001604925SkincSCCcell growth173/4864482/187237.21e-071.34e-05173
GO:0030901110SkincSCCmidbrain development45/486490/187238.81e-071.63e-0545
GO:001605524SkincSCCWnt signaling pathway158/4864444/187233.80e-065.70e-05158
GO:019873824SkincSCCcell-cell signaling by wnt158/4864446/187235.08e-067.38e-05158
GO:000164923SkincSCCosteoblast differentiation89/4864229/187231.18e-051.51e-0489
GO:003011124SkincSCCregulation of Wnt signaling pathway117/4864328/187235.80e-055.75e-04117
GO:0032535111SkincSCCregulation of cellular component size131/4864383/187231.89e-041.59e-03131
GO:000155824SkincSCCregulation of cell growth140/4864414/187232.07e-041.72e-03140
GO:001072016SkincSCCpositive regulation of cell development105/4864298/187232.30e-041.89e-03105
GO:000150323SkincSCCossification137/4864408/187233.39e-042.68e-03137
GO:003017724SkincSCCpositive regulation of Wnt signaling pathway55/4864140/187233.72e-042.92e-0355
GO:003134622SkincSCCpositive regulation of cell projection organization120/4864353/187234.49e-043.44e-03120
GO:006007024SkincSCCcanonical Wnt signaling pathway104/4864303/187237.13e-045.03e-03104
GO:003087922SkincSCCmammary gland development53/4864137/187237.21e-045.05e-0353
GO:005076913SkincSCCpositive regulation of neurogenesis80/4864225/187238.85e-046.07e-0380
GO:003030722SkincSCCpositive regulation of cell growth61/4864166/187231.39e-038.78e-0361
GO:006118012SkincSCCmammary gland epithelium development29/486467/187231.55e-039.60e-0329
GO:00724972SkincSCCmesenchymal stem cell differentiation8/486411/187231.56e-039.60e-038
GO:005076722SkincSCCregulation of neurogenesis118/4864364/187233.32e-031.81e-02118
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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
WNT3SNVMissense_Mutationc.198N>Tp.Met66Ilep.M66IP56703protein_codingdeleterious(0.02)probably_damaging(0.985)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
WNT3SNVMissense_Mutationnovelc.365N>Ap.Gly122Aspp.G122DP56703protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
WNT3SNVMissense_Mutationrs759165713c.721N>Ap.Ala241Thrp.A241TP56703protein_codingdeleterious(0)probably_damaging(0.999)TCGA-4J-AA1J-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
WNT3SNVMissense_Mutationc.628G>Ap.Gly210Argp.G210RP56703protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3846-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
WNT3SNVMissense_Mutationnovelc.20G>Tp.Gly7Valp.G7VP56703protein_codingtolerated(0.5)probably_damaging(0.953)TCGA-AA-3979-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
WNT3SNVMissense_Mutationc.892C>Tp.Arg298Trpp.R298WP56703protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-A03J-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
WNT3SNVMissense_Mutationc.529N>Ap.Glu177Lysp.E177KP56703protein_codingdeleterious(0)benign(0.352)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
WNT3SNVMissense_Mutationc.551N>Tp.Ser184Leup.S184LP56703protein_codingtolerated(0.15)possibly_damaging(0.453)TCGA-NH-A50T-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
WNT3SNVMissense_Mutationrs757727243c.916N>Ap.Gly306Serp.G306SP56703protein_codingdeleterious(0.01)probably_damaging(0.993)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
WNT3SNVMissense_Mutationc.1009N>Gp.Cys337Glyp.C337GP56703protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AG-4007-01Colorectumrectum adenocarcinomaMale>=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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