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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: WDR73

Gene summary for WDR73

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WDR73

Gene ID

84942

Gene nameWD repeat domain 73
Gene AliasGAMOS
Cytomap15q25.2
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q5RKY8


Top

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
84942WDR73LZE4THumanEsophagusESCC1.90e-029.19e-020.0811
84942WDR73LZE7THumanEsophagusESCC5.06e-052.95e-010.0667
84942WDR73LZE24THumanEsophagusESCC7.21e-111.73e-010.0596
84942WDR73P1T-EHumanEsophagusESCC1.17e-114.40e-010.0875
84942WDR73P2T-EHumanEsophagusESCC6.49e-183.70e-010.1177
84942WDR73P4T-EHumanEsophagusESCC3.89e-244.15e-010.1323
84942WDR73P5T-EHumanEsophagusESCC9.54e-111.07e-010.1327
84942WDR73P8T-EHumanEsophagusESCC4.83e-172.95e-010.0889
84942WDR73P9T-EHumanEsophagusESCC4.87e-132.51e-010.1131
84942WDR73P10T-EHumanEsophagusESCC2.96e-214.10e-010.116
84942WDR73P11T-EHumanEsophagusESCC4.86e-041.53e-010.1426
84942WDR73P12T-EHumanEsophagusESCC1.74e-112.08e-010.1122
84942WDR73P15T-EHumanEsophagusESCC1.52e-173.61e-010.1149
84942WDR73P16T-EHumanEsophagusESCC2.95e-234.56e-010.1153
84942WDR73P20T-EHumanEsophagusESCC6.11e-061.07e-010.1124
84942WDR73P21T-EHumanEsophagusESCC4.16e-058.69e-020.1617
84942WDR73P22T-EHumanEsophagusESCC3.19e-121.71e-010.1236
84942WDR73P23T-EHumanEsophagusESCC4.37e-213.74e-010.108
84942WDR73P24T-EHumanEsophagusESCC3.71e-121.27e-010.1287
84942WDR73P26T-EHumanEsophagusESCC2.00e-142.05e-010.1276
Page: 1 2 3 4 5 

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
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:000699713EsophagusESCCnucleus organization96/8552133/187234.66e-101.21e-0896
GO:00311227EsophagusESCCcytoplasmic microtubule organization38/855256/187236.60e-043.50e-0338
GO:0006997LiverCirrhoticnucleus organization48/4634133/187232.27e-031.38e-0248
GO:00069971LiverHCCnucleus organization82/7958133/187236.32e-067.72e-0582
GO:00311222LiverHCCcytoplasmic microtubule organization35/795856/187232.00e-031.01e-0235
GO:00069974Oral cavityOSCCnucleus organization85/7305133/187235.12e-091.12e-0785
GO:00311226Oral cavityOSCCcytoplasmic microtubule organization39/730556/187233.29e-063.93e-0539
GO:00311229ThyroidPTCcytoplasmic microtubule organization34/596856/187238.20e-069.42e-0534
GO:00069977ThyroidPTCnucleus organization65/5968133/187233.16e-053.01e-0465
GO:003112215ThyroidATCcytoplasmic microtubule organization34/629356/187232.92e-052.45e-0434
GO:000699714ThyroidATCnucleus organization65/6293133/187231.87e-041.26e-0365
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
WDR73SNVMissense_Mutationnovelc.208C>Ap.Pro70Thrp.P70TQ6P4I2protein_codingdeleterious(0)probably_damaging(0.988)TCGA-A8-A092-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelCR
WDR73SNVMissense_Mutationrs764013056c.230G>Ap.Arg77Hisp.R77HQ6P4I2protein_codingtolerated(0.12)benign(0.001)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WDR73SNVMissense_Mutationnovelc.1048N>Gp.His350Aspp.H350DQ6P4I2protein_codingdeleterious(0)probably_damaging(0.997)TCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
WDR73insertionNonsense_Mutationnovelc.206_207insGTGAGTGCACAAGTGTGTGCAp.Phe69delinsLeuTerValHisLysCysValHisp.F69delinsL*VHKCVHQ6P4I2protein_codingTCGA-A8-A092-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelCR
WDR73insertionNonsense_Mutationnovelc.827_828insTTATCTGTAAAATGAGGATAGTAAGAACTAp.Pro276_Glu277insTyrLeuTerAsnGluAspSerLysAsnTerp.P276_E277insYL*NEDSKN*Q6P4I2protein_codingTCGA-B6-A0I5-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
WDR73SNVMissense_Mutationc.345G>Cp.Glu115Aspp.E115DQ6P4I2protein_codingtolerated(0.17)probably_damaging(0.99)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
WDR73SNVMissense_Mutationnovelc.222N>Gp.Phe74Leup.F74LQ6P4I2protein_codingtolerated(0.08)probably_damaging(0.994)TCGA-VS-A9UP-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
WDR73SNVMissense_Mutationc.403C>Ap.Leu135Ilep.L135IQ6P4I2protein_codingtolerated(0.43)possibly_damaging(0.528)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
WDR73SNVMissense_Mutationrs370117772c.590N>Tp.Ser197Leup.S197LQ6P4I2protein_codingdeleterious(0.03)probably_damaging(0.996)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
WDR73deletionFrame_Shift_Delc.143delAp.Lys48ArgfsTer7p.K48Rfs*7Q6P4I2protein_codingTCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
Page: 1 2 

Top

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
Page: 1