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: WDR53

Gene summary for WDR53

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WDR53

Gene ID

348793

Gene nameWD repeat domain 53
Gene AliasWDR53
Cytomap3q29
Gene Typeprotein-coding
GO ID

NA

UniProtAcc

Q7Z5U6


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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
348793WDR53LZE4THumanEsophagusESCC8.65e-041.50e-010.0811
348793WDR53LZE24THumanEsophagusESCC1.09e-121.49e-010.0596
348793WDR53LZE6THumanEsophagusESCC1.92e-022.13e-010.0845
348793WDR53P2T-EHumanEsophagusESCC3.67e-183.33e-010.1177
348793WDR53P4T-EHumanEsophagusESCC4.61e-123.47e-010.1323
348793WDR53P5T-EHumanEsophagusESCC4.71e-161.90e-010.1327
348793WDR53P8T-EHumanEsophagusESCC5.71e-071.09e-010.0889
348793WDR53P9T-EHumanEsophagusESCC2.18e-051.93e-010.1131
348793WDR53P10T-EHumanEsophagusESCC4.50e-112.06e-010.116
348793WDR53P11T-EHumanEsophagusESCC1.24e-103.54e-010.1426
348793WDR53P12T-EHumanEsophagusESCC1.94e-081.42e-010.1122
348793WDR53P15T-EHumanEsophagusESCC5.25e-152.88e-010.1149
348793WDR53P16T-EHumanEsophagusESCC1.67e-101.59e-010.1153
348793WDR53P20T-EHumanEsophagusESCC5.29e-051.30e-010.1124
348793WDR53P21T-EHumanEsophagusESCC5.69e-061.29e-010.1617
348793WDR53P22T-EHumanEsophagusESCC4.64e-152.31e-010.1236
348793WDR53P23T-EHumanEsophagusESCC4.49e-143.27e-010.108
348793WDR53P24T-EHumanEsophagusESCC1.49e-061.44e-010.1287
348793WDR53P26T-EHumanEsophagusESCC9.65e-162.37e-010.1276
348793WDR53P27T-EHumanEsophagusESCC1.63e-072.08e-010.1055
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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
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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
WDR53SNVMissense_Mutationc.908A>Gp.Asn303Serp.N303SQ7Z5U6protein_codingtolerated(0.89)benign(0)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WDR53insertionNonsense_Mutationnovelc.141_142insATCTGATAACTTTCTTGTTp.Phe48IlefsTer2p.F48Ifs*2Q7Z5U6protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WDR53SNVMissense_Mutationc.473N>Gp.Asp158Glyp.D158GQ7Z5U6protein_codingdeleterious(0)probably_damaging(1)TCGA-BI-A20A-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
WDR53SNVMissense_Mutationc.148N>Tp.Gly50Trpp.G50WQ7Z5U6protein_codingdeleterious(0)probably_damaging(0.985)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
WDR53SNVMissense_Mutationc.796N>Gp.Thr266Alap.T266AQ7Z5U6protein_codingtolerated(0.95)benign(0.003)TCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
WDR53SNVMissense_Mutationc.97N>Gp.Leu33Valp.L33VQ7Z5U6protein_codingtolerated(0.31)benign(0.232)TCGA-QL-A97D-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
WDR53SNVMissense_Mutationnovelc.905C>Ap.Thr302Asnp.T302NQ7Z5U6protein_codingtolerated(0.49)benign(0.024)TCGA-T9-A92H-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
WDR53SNVMissense_Mutationrs756604044c.140N>Ap.Arg47Glnp.R47QQ7Z5U6protein_codingtolerated(0.95)benign(0)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
WDR53SNVMissense_Mutationnovelc.859N>Tp.Arg287Trpp.R287WQ7Z5U6protein_codingdeleterious(0)possibly_damaging(0.763)TCGA-AG-A00Y-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
WDR53insertionFrame_Shift_Insnovelc.155_156insGTCTAGGATTTp.Asp52GlufsTer45p.D52Efs*45Q7Z5U6protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<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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