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: WDPCP

Gene summary for WDPCP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WDPCP

Gene ID

51057

Gene nameWD repeat containing planar cell polarity effector
Gene AliasBBS15
Cytomap2p15
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

O95876


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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
51057WDPCPCCI_1HumanCervixCC4.67e-141.17e+000.528
51057WDPCPCCI_2HumanCervixCC1.24e-067.84e-010.5249
51057WDPCPCCI_3HumanCervixCC5.04e-291.25e+000.516
51057WDPCPAEH-subject1HumanEndometriumAEH1.06e-062.98e-01-0.3059
51057WDPCPAEH-subject2HumanEndometriumAEH9.99e-052.74e-01-0.2525
51057WDPCPAEH-subject3HumanEndometriumAEH5.10e-032.31e-01-0.2576
51057WDPCPAEH-subject4HumanEndometriumAEH1.85e-165.26e-01-0.2657
51057WDPCPAEH-subject5HumanEndometriumAEH8.95e-104.00e-01-0.2953
51057WDPCPEEC-subject1HumanEndometriumEEC1.08e-043.05e-01-0.2682
51057WDPCPEEC-subject2HumanEndometriumEEC3.94e-063.24e-01-0.2607
51057WDPCPEEC-subject4HumanEndometriumEEC1.52e-094.36e-01-0.2571
51057WDPCPEEC-subject5HumanEndometriumEEC2.10e-053.11e-01-0.249
51057WDPCPRNA-P17T-P17T-4HumanLungIAC3.57e-045.09e-010.343
51057WDPCPRNA-P17T-P17T-6HumanLungIAC2.27e-026.00e-010.3385
51057WDPCPRNA-P25T1-P25T1-1HumanLungAIS1.17e-073.96e-01-0.2116
51057WDPCPRNA-P25T1-P25T1-2HumanLungAIS1.67e-046.00e-01-0.1941
51057WDPCPRNA-P25T1-P25T1-4HumanLungAIS2.00e-033.93e-01-0.2119
51057WDPCPRNA-P6T2-P6T2-1HumanLungIAC1.75e-073.59e-01-0.0166
51057WDPCPRNA-P6T2-P6T2-2HumanLungIAC5.03e-134.86e-01-0.0132
51057WDPCPRNA-P6T2-P6T2-3HumanLungIAC6.01e-205.74e-01-0.013
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:001081010CervixCCregulation of cell-substrate adhesion69/2311221/187238.57e-145.69e-1169
GO:00315898CervixCCcell-substrate adhesion96/2311363/187231.48e-138.85e-1196
GO:002260410CervixCCregulation of cell morphogenesis84/2311309/187231.00e-124.29e-1084
GO:009013210CervixCCepithelium migration90/2311360/187232.45e-116.11e-0990
GO:00016679CervixCCameboidal-type cell migration110/2311475/187232.66e-116.36e-09110
GO:001063110CervixCCepithelial cell migration89/2311357/187233.72e-118.54e-0989
GO:00085446CervixCCepidermis development83/2311324/187233.91e-118.54e-0983
GO:00071639CervixCCestablishment or maintenance of cell polarity63/2311218/187234.25e-118.76e-0963
GO:009013010CervixCCtissue migration90/2311365/187235.42e-111.05e-0890
GO:01501159CervixCCcell-substrate junction organization37/2311101/187233.20e-104.46e-0837
GO:00070448CervixCCcell-substrate junction assembly34/231195/187233.35e-093.45e-0734
GO:00019528CervixCCregulation of cell-matrix adhesion40/2311128/187231.32e-081.04e-0640
GO:00071608CervixCCcell-matrix adhesion60/2311233/187231.58e-081.23e-0660
GO:00300108CervixCCestablishment of cell polarity42/2311143/187234.30e-082.62e-0642
GO:00099137CervixCCepidermal cell differentiation53/2311202/187235.48e-083.25e-0653
GO:00343298CervixCCcell junction assembly88/2311420/187233.42e-071.38e-0588
GO:01501169CervixCCregulation of cell-substrate junction organization25/231171/187235.58e-072.06e-0525
GO:00480417CervixCCfocal adhesion assembly28/231187/187239.86e-073.45e-0528
GO:00518938CervixCCregulation of focal adhesion assembly22/231166/187237.37e-061.73e-0422
GO:00901098CervixCCregulation of cell-substrate junction assembly22/231166/187237.37e-061.73e-0422
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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
WDPCPSNVMissense_Mutationnovelc.1882G>Ap.Asp628Asnp.D628NO95876protein_codingdeleterious(0.04)benign(0.236)TCGA-A2-A0CO-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
WDPCPSNVMissense_Mutationc.2107N>Cp.Glu703Glnp.E703QO95876protein_codingtolerated(0.47)probably_damaging(0.986)TCGA-GM-A2DH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
WDPCPinsertionIn_Frame_Insnovelc.2102_2103insCAACATCCTGGCCAGGTGCAGTGGCTCACACCCAAGCACp.Glu701delinsAspAsnIleLeuAlaArgCysSerGlySerHisProSerThrp.E701delinsDNILARCSGSHPSTO95876protein_codingTCGA-A8-A092-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelCR
WDPCPSNVMissense_Mutationc.1918N>Tp.Leu640Phep.L640FO95876protein_codingtolerated_low_confidence(0.09)benign(0.049)TCGA-C5-A1BJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
WDPCPSNVMissense_Mutationnovelc.782N>Cp.Arg261Thrp.R261TO95876protein_codingdeleterious(0)probably_damaging(0.939)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
WDPCPSNVMissense_Mutationnovelc.425C>Tp.Ser142Phep.S142FO95876protein_codingdeleterious(0)possibly_damaging(0.842)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
WDPCPSNVMissense_Mutationc.1858N>Ap.Glu620Lysp.E620KO95876protein_codingdeleterious(0.04)benign(0.021)TCGA-EK-A2IP-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
WDPCPSNVMissense_Mutationrs749726622c.1259N>Ap.Arg420Hisp.R420HO95876protein_codingtolerated(0.54)possibly_damaging(0.525)TCGA-VS-A94W-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
WDPCPSNVMissense_Mutationnovelc.2191N>Ap.Glu731Lysp.E731KO95876protein_codingtolerated(0.07)benign(0.001)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
WDPCPSNVMissense_Mutationnovelc.1933G>Ap.Asp645Asnp.D645NO95876protein_codingtolerated(0.14)benign(0.003)TCGA-XS-A8TJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
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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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