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: WDR76

Gene summary for WDR76

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WDR76

Gene ID

79968

Gene nameWD repeat domain 76
Gene AliasCDW14
Cytomap15q15.3
Gene Typeprotein-coding
GO ID

GO:0000075

UniProtAcc

A0A0C4DFX7


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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
79968WDR76C21HumanOral cavityOSCC7.09e-167.44e-010.2678
79968WDR76C30HumanOral cavityOSCC8.13e-033.68e-010.3055
79968WDR76C38HumanOral cavityOSCC7.22e-044.67e-010.172
79968WDR76C43HumanOral cavityOSCC6.43e-163.58e-010.1704
79968WDR76C46HumanOral cavityOSCC3.42e-205.69e-010.1673
79968WDR76C57HumanOral cavityOSCC4.62e-063.24e-010.1679
79968WDR76C08HumanOral cavityOSCC4.64e-072.42e-010.1919
79968WDR76LN22HumanOral cavityOSCC3.57e-067.75e-010.1733
79968WDR76LN46HumanOral cavityOSCC6.86e-186.43e-010.1666
79968WDR76SYSMH2HumanOral cavityOSCC3.00e-041.78e-010.2326
79968WDR76SYSMH3HumanOral cavityOSCC1.19e-092.71e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:200102017Oral cavityOSCCregulation of response to DNA damage stimulus131/7305219/187233.21e-108.72e-09131
GO:19019875Oral cavityOSCCregulation of cell cycle phase transition209/7305390/187232.79e-096.42e-08209
GO:00457864Oral cavityOSCCnegative regulation of cell cycle206/7305385/187234.28e-099.55e-08206
GO:00000753Oral cavityOSCCcell cycle checkpoint101/7305169/187233.53e-086.68e-07101
GO:00427707Oral cavityOSCCsignal transduction in response to DNA damage102/7305172/187235.27e-089.68e-07102
GO:19019882Oral cavityOSCCnegative regulation of cell cycle phase transition136/7305249/187233.81e-075.70e-06136
GO:00109483Oral cavityOSCCnegative regulation of cell cycle process155/7305294/187231.11e-061.48e-05155
GO:00315704Oral cavityOSCCDNA integrity checkpoint72/7305123/187238.77e-069.31e-0572
GO:00000774Oral cavityOSCCDNA damage checkpoint67/7305115/187232.20e-052.08e-0467
GO:19019761Oral cavityOSCCregulation of cell cycle checkpoint20/730533/187239.78e-033.45e-0220
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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
WDR76SNVMissense_Mutationnovelc.1072N>Ap.Pro358Thrp.P358TQ9H967protein_codingdeleterious(0.03)possibly_damaging(0.588)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
WDR76SNVMissense_Mutationnovelc.1691N>Cp.Ile564Thrp.I564TQ9H967protein_codingdeleterious(0.04)benign(0.006)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
WDR76SNVMissense_Mutationnovelc.103N>Gp.Leu35Valp.L35VQ9H967protein_codingtolerated_low_confidence(0.06)benign(0.321)TCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
WDR76SNVMissense_Mutationc.1746G>Cp.Lys582Asnp.K582NQ9H967protein_codingdeleterious(0)benign(0.023)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
WDR76SNVMissense_Mutationnovelc.1323G>Tp.Glu441Aspp.E441DQ9H967protein_codingdeleterious(0.01)possibly_damaging(0.521)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WDR76SNVMissense_Mutationc.854N>Cp.Glu285Alap.E285AQ9H967protein_codingtolerated(0.17)benign(0.003)TCGA-BH-A0AV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
WDR76SNVMissense_Mutationc.1403G>Tp.Gly468Valp.G468VQ9H967protein_codingdeleterious(0)possibly_damaging(0.636)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WDR76SNVMissense_Mutationc.1763N>Tp.Gly588Valp.G588VQ9H967protein_codingtolerated(0.5)benign(0.095)TCGA-EW-A1P6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
WDR76SNVMissense_Mutationc.249N>Tp.Lys83Asnp.K83NQ9H967protein_codingdeleterious(0.04)benign(0.036)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
WDR76SNVMissense_Mutationc.224N>Gp.Ser75Cysp.S75CQ9H967protein_codingdeleterious(0.03)possibly_damaging(0.754)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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