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: WDR66

Gene summary for WDR66

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WDR66

Gene ID

144406

Gene namecilia and flagella associated protein 251
Gene AliasCaM-IP4
Cytomap12q24.31
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q8TBY9


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
144406WDR66TumorHumanCervixCC7.57e-386.06e-010.1241
144406WDR66sample1HumanCervixCC7.41e-033.07e-010.0959
144406WDR66sample3HumanCervixCC6.49e-355.89e-010.1387
144406WDR66T1HumanCervixCC4.13e-042.23e-010.0918
144406WDR66T3HumanCervixCC8.27e-426.23e-010.1389
144406WDR66LZE2THumanEsophagusESCC7.81e-064.33e-010.082
144406WDR66LZE4THumanEsophagusESCC5.69e-165.59e-010.0811
144406WDR66LZE22THumanEsophagusESCC2.34e-023.37e-010.068
144406WDR66LZE24THumanEsophagusESCC2.99e-032.44e-010.0596
144406WDR66LZE6THumanEsophagusESCC2.99e-055.56e-010.0845
144406WDR66P2T-EHumanEsophagusESCC1.25e-096.18e-020.1177
144406WDR66P4T-EHumanEsophagusESCC8.35e-082.11e-010.1323
144406WDR66P5T-EHumanEsophagusESCC1.18e-409.00e-010.1327
144406WDR66P8T-EHumanEsophagusESCC2.98e-153.96e-010.0889
144406WDR66P9T-EHumanEsophagusESCC5.21e-072.73e-010.1131
144406WDR66P10T-EHumanEsophagusESCC2.86e-266.22e-010.116
144406WDR66P11T-EHumanEsophagusESCC9.99e-116.98e-010.1426
144406WDR66P12T-EHumanEsophagusESCC8.09e-182.20e-010.1122
144406WDR66P15T-EHumanEsophagusESCC1.32e-339.22e-010.1149
144406WDR66P17T-EHumanEsophagusESCC1.90e-085.86e-010.1278
Page: 1 2 3 4 5 

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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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
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
WDR66SNVMissense_Mutationc.2888N>Tp.Ser963Phep.S963FQ8TBY9protein_codingdeleterious(0.05)benign(0.091)TCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
WDR66SNVMissense_Mutationc.2579G>Ap.Arg860Hisp.R860HQ8TBY9protein_codingtolerated(0.14)benign(0.006)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WDR66SNVMissense_Mutationnovelc.730N>Gp.Thr244Alap.T244AQ8TBY9protein_codingtolerated(1)benign(0)TCGA-AR-A0TV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WDR66SNVMissense_Mutationc.2911N>Cp.Asp971Hisp.D971HQ8TBY9protein_codingdeleterious(0.02)benign(0.424)TCGA-AR-A255-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabSD
WDR66SNVMissense_Mutationnovelc.1575N>Gp.Phe525Leup.F525LQ8TBY9protein_codingdeleterious(0.01)benign(0.309)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
WDR66SNVMissense_Mutationc.2344N>Ap.Leu782Metp.L782MQ8TBY9protein_codingdeleterious(0)probably_damaging(0.997)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
WDR66SNVMissense_Mutationc.3001N>Ap.Glu1001Lysp.E1001KQ8TBY9protein_codingtolerated(0.07)benign(0.01)TCGA-D8-A1Y1-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenPD
WDR66SNVMissense_Mutationrs745790305c.3230N>Tp.Thr1077Ilep.T1077IQ8TBY9protein_codingdeleterious(0.03)benign(0.127)TCGA-GI-A2C9-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificSD
WDR66SNVMissense_Mutationc.1649N>Tp.Ser550Leup.S550LQ8TBY9protein_codingdeleterious(0.02)benign(0.007)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
WDR66SNVMissense_Mutationnovelc.1052N>Tp.Ala351Valp.A351VQ8TBY9protein_codingdeleterious(0.02)possibly_damaging(0.703)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 

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