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: WDR83

Gene summary for WDR83

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WDR83

Gene ID

84292

Gene nameWD repeat domain 83
Gene AliasMORG1
Cytomap19p13.13
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

Q9BRX9


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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
84292WDR83LZE4THumanEsophagusESCC8.73e-041.98e-010.0811
84292WDR83LZE7THumanEsophagusESCC4.74e-031.81e-010.0667
84292WDR83LZE24THumanEsophagusESCC2.33e-102.96e-010.0596
84292WDR83LZE22D3HumanEsophagusHGIN2.13e-025.00e-010.0653
84292WDR83P1T-EHumanEsophagusESCC4.40e-062.99e-010.0875
84292WDR83P2T-EHumanEsophagusESCC2.03e-081.33e-010.1177
84292WDR83P4T-EHumanEsophagusESCC2.24e-122.14e-010.1323
84292WDR83P5T-EHumanEsophagusESCC6.87e-121.98e-010.1327
84292WDR83P8T-EHumanEsophagusESCC5.89e-254.09e-010.0889
84292WDR83P9T-EHumanEsophagusESCC1.47e-061.94e-010.1131
84292WDR83P10T-EHumanEsophagusESCC4.81e-193.02e-010.116
84292WDR83P11T-EHumanEsophagusESCC3.09e-053.08e-010.1426
84292WDR83P12T-EHumanEsophagusESCC3.47e-102.59e-010.1122
84292WDR83P15T-EHumanEsophagusESCC1.21e-082.22e-010.1149
84292WDR83P16T-EHumanEsophagusESCC2.12e-122.07e-010.1153
84292WDR83P17T-EHumanEsophagusESCC1.66e-063.00e-010.1278
84292WDR83P19T-EHumanEsophagusESCC2.97e-053.91e-010.1662
84292WDR83P20T-EHumanEsophagusESCC9.23e-102.53e-010.1124
84292WDR83P21T-EHumanEsophagusESCC1.08e-183.05e-010.1617
84292WDR83P22T-EHumanEsophagusESCC2.84e-142.43e-010.1236
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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:00064578BreastPrecancerprotein folding43/1080212/187233.48e-137.45e-1143
GO:000645713BreastIDCprotein folding47/1434212/187232.31e-113.86e-0947
GO:000645723BreastDCISprotein folding47/1390212/187237.84e-121.53e-0947
GO:00901509CervixCCestablishment of protein localization to membrane54/2311260/187237.67e-051.05e-0354
GO:00064579CervixCCprotein folding44/2311212/187233.43e-043.59e-0344
GO:000645714CervixHSIL_HPVprotein folding20/737212/187232.81e-044.69e-0320
GO:0090150ColorectumADestablishment of protein localization to membrane100/3918260/187236.01e-116.33e-09100
GO:0006457ColorectumADprotein folding73/3918212/187233.24e-069.10e-0573
GO:0051205ColorectumADprotein insertion into membrane23/391857/187236.62e-046.80e-0323
GO:0007029ColorectumADendoplasmic reticulum organization31/391887/187231.08e-031.00e-0231
GO:00901501ColorectumSERestablishment of protein localization to membrane68/2897260/187235.55e-062.01e-0468
GO:00064571ColorectumSERprotein folding54/2897212/187231.04e-042.18e-0354
GO:00512051ColorectumSERprotein insertion into membrane19/289757/187236.32e-048.58e-0319
GO:00070291ColorectumSERendoplasmic reticulum organization23/289787/187235.77e-034.23e-0223
GO:00901502ColorectumMSSestablishment of protein localization to membrane90/3467260/187234.11e-103.49e-0890
GO:00064572ColorectumMSSprotein folding71/3467212/187231.25e-075.91e-0671
GO:00512052ColorectumMSSprotein insertion into membrane21/346757/187238.53e-048.75e-0321
GO:00064573ColorectumMSI-Hprotein folding33/1319212/187231.40e-056.29e-0433
GO:00901503ColorectumMSI-Hestablishment of protein localization to membrane32/1319260/187231.47e-032.23e-0232
GO:000645710EndometriumAEHprotein folding61/2100212/187231.86e-123.48e-1061
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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
WDR83SNVMissense_Mutationc.679N>Tp.Gly227Cysp.G227CQ9BRX9protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A8-A09I-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
WDR83SNVMissense_Mutationc.451N>Ap.Glu151Lysp.E151KQ9BRX9protein_codingdeleterious(0.01)possibly_damaging(0.876)TCGA-C5-A1BK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
WDR83SNVMissense_Mutationc.314N>Cp.Phe105Serp.F105SQ9BRX9protein_codingdeleterious(0)benign(0.129)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
WDR83SNVMissense_Mutationnovelc.425N>Cp.Arg142Thrp.R142TQ9BRX9protein_codingtolerated(0.27)benign(0.001)TCGA-AJ-A3NG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
WDR83SNVMissense_Mutationc.802G>Cp.Ala268Prop.A268PQ9BRX9protein_codingtolerated(0.13)benign(0.012)TCGA-D1-A15X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
WDR83SNVMissense_Mutationnovelc.480N>Tp.Lys160Asnp.K160NQ9BRX9protein_codingtolerated(0.41)benign(0.24)TCGA-D1-A1NY-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
WDR83SNVMissense_Mutationnovelc.326N>Tp.Ala109Valp.A109VQ9BRX9protein_codingtolerated(0.09)benign(0.031)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
WDR83SNVMissense_Mutationnovelc.416N>Ap.Arg139Hisp.R139HQ9BRX9protein_codingdeleterious(0)probably_damaging(0.974)TCGA-DF-A2KV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
WDR83SNVMissense_Mutationnovelc.22N>Tp.Pro8Serp.P8SQ9BRX9protein_codingtolerated_low_confidence(0.07)benign(0.115)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
WDR83insertionFrame_Shift_Insrs751812756c.74_75insGp.Ala27GlyfsTer8p.A27Gfs*8Q9BRX9protein_codingTCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
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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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