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: WBP1L

Gene summary for WBP1L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WBP1L

Gene ID

54838

Gene nameWW domain binding protein 1 like
Gene AliasC10orf26
Cytomap10q24.32
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9NX94


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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
54838WBP1LNAFLD1HumanLiverNAFLD5.09e-034.58e-01-0.04
54838WBP1LHCC1_MengHumanLiverHCC8.60e-11-6.73e-020.0246
54838WBP1LHCC2_MengHumanLiverHCC3.85e-11-1.48e-030.0107
54838WBP1LHCC1HumanLiverHCC1.67e-023.35e+000.5336
54838WBP1LHCC2HumanLiverHCC1.40e-113.88e+000.5341
54838WBP1LS015HumanLiverHCC8.44e-084.58e-010.2375
54838WBP1LS016HumanLiverHCC2.73e-063.36e-010.2243
54838WBP1LS028HumanLiverHCC2.74e-053.39e-010.2503
54838WBP1LC04HumanOral cavityOSCC1.59e-053.61e-010.2633
54838WBP1LC21HumanOral cavityOSCC3.69e-073.21e-010.2678
54838WBP1LC30HumanOral cavityOSCC8.88e-301.21e+000.3055
54838WBP1LC38HumanOral cavityOSCC1.99e-025.58e-010.172
54838WBP1LC43HumanOral cavityOSCC2.96e-067.58e-020.1704
54838WBP1LC46HumanOral cavityOSCC2.70e-028.70e-020.1673
54838WBP1LC51HumanOral cavityOSCC6.63e-053.24e-010.2674
54838WBP1LC57HumanOral cavityOSCC7.52e-052.51e-010.1679
54838WBP1LC07HumanOral cavityOSCC1.91e-025.31e-010.2491
54838WBP1LC08HumanOral cavityOSCC2.57e-171.30e-010.1919
54838WBP1LEOLP-1HumanOral cavityEOLP2.81e-031.60e-01-0.0202
54838WBP1LNEOLP-1HumanOral cavityNEOLP1.90e-022.88e-01-0.0194
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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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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
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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
WBP1LSNVMissense_Mutationc.97N>Ap.Glu33Lysp.E33KQ9NX94protein_codingtolerated(0.19)probably_damaging(0.995)TCGA-AN-A0AR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
WBP1LinsertionIn_Frame_Insnovelc.934_935insTTTTTGCCAAACTATTTACTAp.Pro312delinsLeuPheAlaLysLeuPheThrThrp.P312delinsLFAKLFTTQ9NX94protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
WBP1LSNVMissense_Mutationrs758636598c.838C>Tp.Arg280Trpp.R280WQ9NX94protein_codingdeleterious(0)probably_damaging(0.943)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
WBP1LSNVMissense_Mutationnovelc.595G>Ap.Asp199Asnp.D199NQ9NX94protein_codingdeleterious(0.04)benign(0.003)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
WBP1LSNVMissense_Mutationc.166N>Cp.Cys56Argp.C56RQ9NX94protein_codingdeleterious(0.03)benign(0.178)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
WBP1LSNVMissense_Mutationc.457N>Ap.Leu153Metp.L153MQ9NX94protein_codingtolerated(0.2)benign(0.098)TCGA-AA-3955-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapycapecitabineCR
WBP1LSNVMissense_Mutationnovelc.496N>Tp.Pro166Serp.P166SQ9NX94protein_codingtolerated(0.28)benign(0.003)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
WBP1LSNVMissense_Mutationrs201482384c.931N>Tp.Arg311Trpp.R311WQ9NX94protein_codingdeleterious(0.05)benign(0.026)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
WBP1LinsertionFrame_Shift_Insnovelc.822_823insGTp.Asn279AlafsTer68p.N279Afs*68Q9NX94protein_codingTCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
WBP1LSNVMissense_Mutationnovelc.853N>Ap.Asp285Asnp.D285NQ9NX94protein_codingtolerated(0.11)benign(0.116)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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