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: WASF3

Gene summary for WASF3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WASF3

Gene ID

10810

Gene nameWASP family member 3
Gene AliasBrush-1
Cytomap13q12.13
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q9UPY6


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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
10810WASF3NAFLD1HumanLiverNAFLD6.02e-056.53e-01-0.04
10810WASF3HCC1_MengHumanLiverHCC4.91e-272.44e-020.0246
10810WASF3HCC2HumanLiverHCC1.66e-042.82e+000.5341
10810WASF3S015HumanLiverHCC3.05e-074.14e-010.2375
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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
∗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:00226047LiverNAFLDregulation of cell morphogenesis62/1882309/187238.35e-087.09e-0662
GO:00070157LiverNAFLDactin filament organization78/1882442/187235.44e-073.21e-0578
GO:19029037LiverNAFLDregulation of supramolecular fiber organization66/1882383/187238.97e-062.96e-0466
GO:00329707LiverNAFLDregulation of actin filament-based process66/1882397/187232.92e-057.72e-0466
GO:19029057LiverNAFLDpositive regulation of supramolecular fiber organization40/1882209/187234.88e-051.15e-0340
GO:00329567LiverNAFLDregulation of actin cytoskeleton organization60/1882358/187235.20e-051.20e-0360
GO:00975816LiverNAFLDlamellipodium organization22/188290/187236.25e-051.37e-0322
GO:01100537LiverNAFLDregulation of actin filament organization49/1882278/187236.88e-051.46e-0349
GO:2000601LiverNAFLDpositive regulation of Arp2/3 complex-mediated actin nucleation6/188210/187231.50e-042.78e-036
GO:00300324LiverNAFLDlamellipodium assembly18/188272/187232.09e-043.60e-0318
GO:00432547LiverNAFLDregulation of protein-containing complex assembly66/1882428/187232.83e-044.53e-0366
GO:00512587LiverNAFLDprotein polymerization49/1882297/187233.54e-045.36e-0349
GO:00990103LiverNAFLDmodification of postsynaptic structure7/188216/187235.17e-047.15e-037
GO:00343153LiverNAFLDregulation of Arp2/3 complex-mediated actin nucleation8/188221/187236.29e-048.21e-038
GO:00995633LiverNAFLDmodification of synaptic structure8/188222/187239.02e-041.08e-028
GO:00988852LiverNAFLDmodification of postsynaptic actin cytoskeleton5/188210/187231.67e-031.74e-025
GO:00322717LiverNAFLDregulation of protein polymerization38/1882233/187231.90e-031.93e-0238
GO:00081547LiverNAFLDactin polymerization or depolymerization36/1882218/187231.98e-031.98e-0236
GO:00514957LiverNAFLDpositive regulation of cytoskeleton organization37/1882226/187232.02e-032.00e-0237
GO:00511271LiverNAFLDpositive regulation of actin nucleation6/188215/187232.30e-032.19e-026
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0452014LiverNAFLDAdherens junction37/104393/84651.50e-111.64e-091.32e-0937
hsa0513214LiverNAFLDSalmonella infection55/1043249/84658.48e-063.09e-042.49e-0455
hsa0513014LiverNAFLDPathogenic Escherichia coli infection45/1043197/84652.31e-056.88e-045.54e-0445
hsa0452015LiverNAFLDAdherens junction37/104393/84651.50e-111.64e-091.32e-0937
hsa0513215LiverNAFLDSalmonella infection55/1043249/84658.48e-063.09e-042.49e-0455
hsa0513015LiverNAFLDPathogenic Escherichia coli infection45/1043197/84652.31e-056.88e-045.54e-0445
hsa0513242LiverHCCSalmonella infection178/4020249/84655.90e-151.98e-131.10e-13178
hsa0513042LiverHCCPathogenic Escherichia coli infection129/4020197/84652.02e-072.50e-061.39e-06129
hsa0452042LiverHCCAdherens junction68/402093/84653.99e-074.46e-062.48e-0668
hsa0466610LiverHCCFc gamma R-mediated phagocytosis58/402097/84659.65e-032.52e-021.40e-0258
hsa052316LiverHCCCholine metabolism in cancer57/402098/84652.14e-024.90e-022.72e-0257
hsa0513252LiverHCCSalmonella infection178/4020249/84655.90e-151.98e-131.10e-13178
hsa0513052LiverHCCPathogenic Escherichia coli infection129/4020197/84652.02e-072.50e-061.39e-06129
hsa0452052LiverHCCAdherens junction68/402093/84653.99e-074.46e-062.48e-0668
hsa0466611LiverHCCFc gamma R-mediated phagocytosis58/402097/84659.65e-032.52e-021.40e-0258
hsa0523111LiverHCCCholine metabolism in cancer57/402098/84652.14e-024.90e-022.72e-0257
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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
WASF3SNVMissense_Mutationc.352N>Gp.Pro118Alap.P118AQ9UPY6protein_codingdeleterious(0)possibly_damaging(0.904)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
WASF3SNVMissense_Mutationnovelc.203N>Ap.Ser68Tyrp.S68YQ9UPY6protein_codingdeleterious(0)probably_damaging(0.922)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WASF3SNVMissense_Mutationrs538866473c.1504N>Ap.Asp502Asnp.D502NQ9UPY6protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AR-A0U3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
WASF3insertionIn_Frame_Insnovelc.1422_1423insAATCCAAGTATATGGGAATGTTTTTCTGCTGGTCTCATAp.Val474_Ala475insAsnProSerIleTrpGluCysPheSerAlaGlyLeuIlep.V474_A475insNPSIWECFSAGLIQ9UPY6protein_codingTCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
WASF3deletionFrame_Shift_Delrs764375036c.920delCp.Pro307ArgfsTer28p.P307Rfs*28Q9UPY6protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WASF3SNVMissense_Mutationnovelc.1006N>Ap.Glu336Lysp.E336KQ9UPY6protein_codingtolerated(0.2)benign(0.074)TCGA-VS-A8EK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
WASF3SNVMissense_Mutationc.853G>Cp.Glu285Glnp.E285QQ9UPY6protein_codingtolerated(0.25)benign(0.424)TCGA-VS-AA62-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
WASF3SNVMissense_Mutationnovelc.1367N>Gp.Lys456Argp.K456RQ9UPY6protein_codingdeleterious(0.04)benign(0.193)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
WASF3SNVMissense_Mutationc.471N>Ap.Phe157Leup.F157LQ9UPY6protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
WASF3SNVMissense_Mutationrs770387834c.845N>Tp.Ala282Valp.A282VQ9UPY6protein_codingtolerated(0.31)benign(0)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
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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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