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: WNT7A

Gene summary for WNT7A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WNT7A

Gene ID

7476

Gene nameWnt family member 7A
Gene AliasWnt-7a
Cytomap3p25.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

O00755


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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
7476WNT7AP5T-EHumanEsophagusESCC1.78e-031.00e-010.1327
7476WNT7AP11T-EHumanEsophagusESCC2.94e-146.63e-010.1426
7476WNT7AP21T-EHumanEsophagusESCC5.22e-439.03e-010.1617
7476WNT7AP23T-EHumanEsophagusESCC2.89e-021.19e-010.108
7476WNT7AP37T-EHumanEsophagusESCC5.50e-163.52e-010.1371
7476WNT7AP40T-EHumanEsophagusESCC1.70e-031.62e-010.109
7476WNT7AP52T-EHumanEsophagusESCC2.20e-174.14e-010.1555
7476WNT7AP75T-EHumanEsophagusESCC1.88e-041.62e-010.1125
7476WNT7AP79T-EHumanEsophagusESCC2.02e-061.77e-010.1154
7476WNT7AP83T-EHumanEsophagusESCC1.27e-092.89e-010.1738
7476WNT7AP89T-EHumanEsophagusESCC6.19e-095.44e-010.1752
7476WNT7AP91T-EHumanEsophagusESCC2.29e-121.12e+000.1828
7476WNT7AP107T-EHumanEsophagusESCC3.13e-051.76e-010.171
7476WNT7AP130T-EHumanEsophagusESCC3.60e-132.73e-010.1676
7476WNT7AC04HumanOral cavityOSCC3.92e-125.15e-010.2633
7476WNT7AC21HumanOral cavityOSCC2.12e-093.72e-010.2678
7476WNT7AC30HumanOral cavityOSCC2.19e-411.47e+000.3055
7476WNT7AC51HumanOral cavityOSCC5.33e-083.05e-010.2674
7476WNT7ALP15HumanOral cavityLP4.58e-044.14e-010.2174
7476WNT7ASYSMH3HumanOral cavityOSCC4.27e-092.76e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
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:001063218Oral cavityOSCCregulation of epithelial cell migration136/7305292/187234.82e-031.92e-02136
GO:003432916Oral cavityOSCCcell junction assembly190/7305420/187234.99e-031.96e-02190
GO:00171451Oral cavityOSCCstem cell division19/730530/187236.03e-032.28e-0219
GO:00434107Oral cavityOSCCpositive regulation of MAPK cascade213/7305480/187238.71e-033.16e-02213
GO:001635810Oral cavityOSCCdendrite development113/7305243/187231.00e-023.49e-02113
GO:00463301Oral cavityOSCCpositive regulation of JNK cascade46/730589/187231.01e-023.50e-0246
GO:006156410Oral cavityOSCCaxon development207/7305467/187231.01e-023.51e-02207
GO:00609967Oral cavityOSCCdendritic spine development50/730599/187231.31e-024.34e-0250
GO:00488637Oral cavityOSCCstem cell differentiation96/7305206/187231.55e-024.99e-0296
GO:003109916Oral cavityLPregeneration76/4623198/187231.25e-052.24e-0476
GO:0032535110Oral cavityLPregulation of cellular component size128/4623383/187236.56e-058.80e-04128
GO:0042060110Oral cavityLPwound healing139/4623422/187237.10e-059.48e-04139
GO:003109817Oral cavityLPstress-activated protein kinase signaling cascade88/4623247/187237.39e-059.68e-0488
GO:000716319Oral cavityLPestablishment or maintenance of cell polarity79/4623218/187238.84e-051.11e-0379
GO:005140317Oral cavityLPstress-activated MAPK cascade84/4623239/187231.79e-042.00e-0384
GO:001605515Oral cavityLPWnt signaling pathway140/4623444/187235.80e-045.35e-03140
GO:019873815Oral cavityLPcell-cell signaling by wnt140/4623446/187237.12e-046.38e-03140
GO:003235516Oral cavityLPresponse to estradiol52/4623141/187238.28e-047.24e-0352
GO:007030216Oral cavityLPregulation of stress-activated protein kinase signaling cascade68/4623195/187238.92e-047.64e-0368
GO:00422461Oral cavityLPtissue regeneration30/462372/187231.13e-039.27e-0330
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05022210EsophagusESCCPathways of neurodegeneration - multiple diseases318/4205476/84656.10e-152.04e-131.05e-13318
hsa05010210EsophagusESCCAlzheimer disease263/4205384/84651.80e-145.47e-132.80e-13263
hsa0516510EsophagusESCCHuman papillomavirus infection215/4205331/84657.86e-097.12e-083.65e-08215
hsa0520529EsophagusESCCProteoglycans in cancer138/4205205/84651.79e-071.40e-067.15e-07138
hsa041505EsophagusESCCmTOR signaling pathway98/4205156/84655.81e-041.95e-039.97e-0498
hsa0439018EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa0502238EsophagusESCCPathways of neurodegeneration - multiple diseases318/4205476/84656.10e-152.04e-131.05e-13318
hsa0501038EsophagusESCCAlzheimer disease263/4205384/84651.80e-145.47e-132.80e-13263
hsa0516515EsophagusESCCHuman papillomavirus infection215/4205331/84657.86e-097.12e-083.65e-08215
hsa0520537EsophagusESCCProteoglycans in cancer138/4205205/84651.79e-071.40e-067.15e-07138
hsa0415013EsophagusESCCmTOR signaling pathway98/4205156/84655.81e-041.95e-039.97e-0498
hsa0439019EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa0501028Oral cavityOSCCAlzheimer disease244/3704384/84651.18e-153.60e-141.83e-14244
hsa0502228Oral cavityOSCCPathways of neurodegeneration - multiple diseases292/3704476/84651.60e-154.47e-142.28e-14292
hsa051659Oral cavityOSCCHuman papillomavirus infection200/3704331/84653.83e-104.93e-092.51e-09200
hsa0520526Oral cavityOSCCProteoglycans in cancer128/3704205/84654.00e-083.12e-071.59e-07128
hsa0522516Oral cavityOSCCHepatocellular carcinoma97/3704168/84651.63e-045.52e-042.81e-0497
hsa041504Oral cavityOSCCmTOR signaling pathway90/3704156/84652.87e-049.15e-044.66e-0490
hsa0439016Oral cavityOSCCHippo signaling pathway86/3704157/84653.30e-038.24e-034.20e-0386
hsa05010112Oral cavityOSCCAlzheimer disease244/3704384/84651.18e-153.60e-141.83e-14244
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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
WNT7ASNVMissense_Mutationc.700N>Ap.Glu234Lysp.E234KO00755protein_codingtolerated(0.87)benign(0.001)TCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
WNT7ASNVMissense_Mutationnovelc.921N>Tp.Met307Ilep.M307IO00755protein_codingdeleterious(0.01)possibly_damaging(0.643)TCGA-A8-A094-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WNT7ASNVMissense_Mutationrs373515267c.706N>Ap.Val236Ilep.V236IO00755protein_codingtolerated(0.11)benign(0.015)TCGA-E2-A15E-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
WNT7ASNVMissense_Mutationc.922N>Ap.Cys308Serp.C308SO00755protein_codingdeleterious(0)probably_damaging(1)TCGA-E2-A15R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
WNT7ASNVMissense_Mutationrs761294840c.388N>Ap.Asp130Asnp.D130NO00755protein_codingtolerated(0.66)benign(0.005)TCGA-E9-A1N5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
WNT7AinsertionFrame_Shift_Insnovelc.255_256insCACCTAAAATATAGGAATTTCTGGTTTCTTTTGAAAAGTTGp.Ala86HisfsTer57p.A86Hfs*57O00755protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
WNT7ASNVMissense_Mutationc.1025G>Ap.Arg342Hisp.R342HO00755protein_codingdeleterious(0.01)probably_damaging(0.967)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
WNT7ASNVMissense_Mutationc.241C>Tp.Arg81Cysp.R81CO00755protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3664-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
WNT7ASNVMissense_Mutationrs774758917c.877G>Ap.Ala293Thrp.A293TO00755protein_codingtolerated(0.4)benign(0)TCGA-AA-A01T-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
WNT7ASNVMissense_Mutationnovelc.179N>Cp.Ile60Thrp.I60TO00755protein_codingdeleterious(0.03)benign(0.395)TCGA-AD-5900-01Colorectumcolon 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
7476WNT7ADRUGGABLE GENOME, CELL SURFACEDESDIETHYLSTILBESTROL9806537
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