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: WDR20

Gene summary for WDR20

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WDR20

Gene ID

91833

Gene nameWD repeat domain 20
Gene AliasBun107
Cytomap14q32.31
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q8TBZ3


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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
91833WDR20CCI_1HumanCervixCC1.59e-065.68e-010.528
91833WDR20CCI_2HumanCervixCC3.53e-046.09e-010.5249
91833WDR20CCI_3HumanCervixCC2.53e-024.15e-010.516
91833WDR20LZE2THumanEsophagusESCC3.05e-033.00e-010.082
91833WDR20LZE4THumanEsophagusESCC3.68e-132.64e-010.0811
91833WDR20LZE7THumanEsophagusESCC3.32e-031.51e-010.0667
91833WDR20LZE8THumanEsophagusESCC8.13e-047.06e-020.067
91833WDR20LZE20THumanEsophagusESCC3.58e-041.57e-010.0662
91833WDR20LZE24THumanEsophagusESCC1.87e-073.53e-010.0596
91833WDR20P1T-EHumanEsophagusESCC3.41e-041.22e-010.0875
91833WDR20P2T-EHumanEsophagusESCC1.20e-162.22e-010.1177
91833WDR20P4T-EHumanEsophagusESCC3.44e-183.70e-010.1323
91833WDR20P5T-EHumanEsophagusESCC2.01e-082.14e-010.1327
91833WDR20P8T-EHumanEsophagusESCC2.62e-214.32e-010.0889
91833WDR20P9T-EHumanEsophagusESCC7.63e-151.78e-010.1131
91833WDR20P10T-EHumanEsophagusESCC5.78e-284.06e-010.116
91833WDR20P11T-EHumanEsophagusESCC5.12e-143.53e-010.1426
91833WDR20P12T-EHumanEsophagusESCC6.78e-477.93e-010.1122
91833WDR20P15T-EHumanEsophagusESCC4.82e-378.45e-010.1149
91833WDR20P16T-EHumanEsophagusESCC3.21e-172.70e-010.1153
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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
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
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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
WDR20SNVMissense_Mutationc.680G>Ap.Gly227Glup.G227Eprotein_codingdeleterious(0)probably_damaging(1)TCGA-AR-A1AV-01Breastbreast invasive carcinomaMale>=65I/IIChemotherapycytoxanSD
WDR20SNVMissense_Mutationnovelc.156N>Ap.Phe52Leup.F52Lprotein_codingtolerated(0.18)benign(0.019)TCGA-UL-AAZ6-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyherceptinSD
WDR20insertionIn_Frame_Insnovelc.1334_1335insATCAGTTACTCTGGCCTTTGCCTCCTTTCTGGTGCCp.Asn445delinsLysSerValThrLeuAlaPheAlaSerPheLeuValProp.N445delinsKSVTLAFASFLVPprotein_codingTCGA-A8-A0A1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
WDR20insertionFrame_Shift_Insnovelc.6_7insTATTGTAAAATACGTGTTTTCAATGTAAAATp.Thr3TyrfsTer22p.T3Yfs*22protein_codingTCGA-AO-A03R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
WDR20insertionNonsense_Mutationnovelc.1810_1811insGATCTGGATAGGAATTAAATAGATGAAGTGGAGGGTTTGCTCCCACACTGGCTTp.Ala604delinsGlySerGlyTerGluLeuAsnArgTerSerGlyGlyPheAlaProThrLeuAlaSerp.A604delinsGSG*ELNR*SGGFAPTLASprotein_codingTCGA-B6-A0I6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
WDR20SNVMissense_Mutationc.772N>Tp.Ala258Serp.A258Sprotein_codingtolerated(0.09)benign(0.077)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
WDR20SNVMissense_Mutationc.1786G>Ap.Gly596Serp.G596Sprotein_codingtolerated(0.78)probably_damaging(0.999)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
WDR20SNVMissense_Mutationnovelc.1487C>Tp.Ser496Leup.S496Lprotein_codingdeleterious(0.01)benign(0.138)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
WDR20SNVMissense_Mutationnovelc.1589C>Tp.Thr530Ilep.T530Iprotein_codingtolerated(0.16)benign(0.361)TCGA-AJ-A2QO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
WDR20SNVMissense_Mutationc.1011G>Tp.Trp337Cysp.W337Cprotein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A051-01Endometriumuterine 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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