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: WBP1

Gene summary for WBP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WBP1

Gene ID

23559

Gene nameWW domain binding protein 1
Gene AliasWBP-1
Cytomap2p13.1
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q96G27


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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
23559WBP1HTA11_3410_2000001011HumanColorectumAD1.08e-081.93e-010.0155
23559WBP1HTA11_2487_2000001011HumanColorectumSER1.65e-072.41e-01-0.1808
23559WBP1HTA11_2951_2000001011HumanColorectumAD3.34e-042.80e-010.0216
23559WBP1HTA11_1938_2000001011HumanColorectumAD6.59e-072.76e-01-0.0811
23559WBP1HTA11_78_2000001011HumanColorectumAD8.38e-102.70e-01-0.1088
23559WBP1HTA11_347_2000001011HumanColorectumAD3.42e-163.03e-01-0.1954
23559WBP1HTA11_411_2000001011HumanColorectumSER5.61e-034.03e-01-0.2602
23559WBP1HTA11_3361_2000001011HumanColorectumAD6.03e-082.57e-01-0.1207
23559WBP1HTA11_83_2000001011HumanColorectumSER7.35e-062.45e-01-0.1526
23559WBP1HTA11_696_2000001011HumanColorectumAD6.35e-152.94e-01-0.1464
23559WBP1HTA11_866_2000001011HumanColorectumAD4.47e-081.81e-01-0.1001
23559WBP1HTA11_1391_2000001011HumanColorectumAD5.12e-184.26e-01-0.059
23559WBP1HTA11_5212_2000001011HumanColorectumAD2.28e-022.15e-01-0.2061
23559WBP1HTA11_5216_2000001011HumanColorectumSER3.40e-022.52e-01-0.1462
23559WBP1HTA11_546_2000001011HumanColorectumAD4.83e-052.30e-01-0.0842
23559WBP1HTA11_866_3004761011HumanColorectumAD1.77e-133.09e-010.096
23559WBP1HTA11_4255_2000001011HumanColorectumSER3.03e-063.36e-010.0446
23559WBP1HTA11_9408_2000001011HumanColorectumAD6.03e-054.04e-010.0451
23559WBP1HTA11_8622_2000001021HumanColorectumSER1.49e-063.07e-010.0528
23559WBP1HTA11_7663_2000001011HumanColorectumSER7.76e-073.59e-010.0131
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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:00063641ColorectumMSI-HrRNA processing39/1319225/187231.45e-071.32e-0539
GO:00160721ColorectumMSI-HrRNA metabolic process39/1319236/187235.20e-073.91e-0539
GO:0034470ColorectumMSI-HncRNA processing48/1319395/187231.54e-044.47e-0348
GO:0034660ColorectumMSI-HncRNA metabolic process53/1319485/187239.66e-041.68e-0253
GO:000838026EsophagusHGINRNA splicing160/2587434/187233.74e-341.12e-30160
GO:002261327EsophagusHGINribonucleoprotein complex biogenesis158/2587463/187232.61e-295.23e-26158
GO:000037520EsophagusHGINRNA splicing, via transesterification reactions115/2587324/187233.16e-233.80e-20115
GO:000037720EsophagusHGINRNA splicing, via transesterification reactions with bulged adenosine as nucleophile113/2587320/187231.24e-229.26e-20113
GO:000039820EsophagusHGINmRNA splicing, via spliceosome113/2587320/187231.24e-229.26e-20113
GO:004225426EsophagusHGINribosome biogenesis101/2587299/187238.74e-194.03e-16101
GO:001607219EsophagusHGINrRNA metabolic process72/2587236/187232.26e-112.56e-0972
GO:000636419EsophagusHGINrRNA processing69/2587225/187234.53e-115.04e-0969
GO:003447010EsophagusHGINncRNA processing97/2587395/187235.92e-093.90e-0797
GO:00346606EsophagusHGINncRNA metabolic process104/2587485/187232.26e-068.23e-05104
GO:0022613111EsophagusESCCribonucleoprotein complex biogenesis365/8552463/187231.74e-491.11e-45365
GO:0042254111EsophagusESCCribosome biogenesis252/8552299/187233.27e-441.04e-40252
GO:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:0016072110EsophagusESCCrRNA metabolic process197/8552236/187231.31e-331.18e-30197
GO:0006364110EsophagusESCCrRNA processing189/8552225/187234.88e-333.87e-30189
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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
WBP1SNVMissense_Mutationnovelc.249N>Tp.Arg83Serp.R83SQ96G27protein_codingdeleterious(0)probably_damaging(0.994)TCGA-E9-A3HO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
WBP1SNVMissense_Mutationnovelc.274N>Cp.Glu92Glnp.E92QQ96G27protein_codingdeleterious(0)probably_damaging(0.996)TCGA-JW-AAVH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
WBP1SNVMissense_Mutationc.31N>Cp.Glu11Glnp.E11QQ96G27protein_codingdeleterious_low_confidence(0.01)benign(0.171)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
WBP1insertionFrame_Shift_Insrs547055147c.551dupCp.His185SerfsTer5p.H185Sfs*5Q96G27protein_codingTCGA-C5-A7CM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
WBP1SNVMissense_Mutationc.458N>Ap.Ser153Asnp.S153NQ96G27protein_codingdeleterious(0.04)benign(0)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
WBP1SNVMissense_Mutationnovelc.278N>Ap.Ile93Asnp.I93NQ96G27protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
WBP1deletionFrame_Shift_Delrs773064295c.552delNp.His185IlefsTer10p.H185Ifs*10Q96G27protein_codingTCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
WBP1deletionFrame_Shift_Delc.545delNp.Pro184LeufsTer11p.P184Lfs*11Q96G27protein_codingTCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
WBP1deletionFrame_Shift_Delrs773064295c.552delTp.His185IlefsTer10p.H185Ifs*10Q96G27protein_codingTCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
WBP1deletionFrame_Shift_Delrs773064295c.552delNp.His185IlefsTer10p.H185Ifs*10Q96G27protein_codingTCGA-DM-A1HB-01Colorectumcolon 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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