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: WDR11

Gene summary for WDR11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

WDR11

Gene ID

55717

Gene nameWD repeat domain 11
Gene AliasBRWD2
Cytomap10q26.12
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9BZH6


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
55717WDR11LZE4THumanEsophagusESCC3.67e-031.20e-010.0811
55717WDR11LZE7THumanEsophagusESCC3.98e-031.69e-010.0667
55717WDR11LZE20THumanEsophagusESCC9.20e-031.24e-010.0662
55717WDR11LZE24THumanEsophagusESCC3.96e-072.68e-010.0596
55717WDR11P1T-EHumanEsophagusESCC2.47e-052.51e-010.0875
55717WDR11P2T-EHumanEsophagusESCC1.34e-253.33e-010.1177
55717WDR11P4T-EHumanEsophagusESCC1.43e-112.42e-010.1323
55717WDR11P5T-EHumanEsophagusESCC2.99e-122.05e-010.1327
55717WDR11P8T-EHumanEsophagusESCC1.11e-183.09e-010.0889
55717WDR11P9T-EHumanEsophagusESCC4.29e-051.27e-010.1131
55717WDR11P10T-EHumanEsophagusESCC3.32e-101.27e-010.116
55717WDR11P11T-EHumanEsophagusESCC1.97e-053.40e-010.1426
55717WDR11P12T-EHumanEsophagusESCC6.41e-233.84e-010.1122
55717WDR11P15T-EHumanEsophagusESCC9.27e-122.94e-010.1149
55717WDR11P16T-EHumanEsophagusESCC1.09e-212.24e-010.1153
55717WDR11P17T-EHumanEsophagusESCC1.84e-041.76e-010.1278
55717WDR11P19T-EHumanEsophagusESCC2.62e-021.88e-010.1662
55717WDR11P20T-EHumanEsophagusESCC1.56e-051.52e-010.1124
55717WDR11P21T-EHumanEsophagusESCC4.15e-192.66e-010.1617
55717WDR11P22T-EHumanEsophagusESCC1.10e-131.15e-010.1236
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
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
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:005165617EsophagusESCCestablishment of organelle localization273/8552390/187239.13e-231.81e-20273
GO:005165016EsophagusESCCestablishment of vesicle localization114/8552161/187238.20e-112.53e-09114
GO:005164815EsophagusESCCvesicle localization119/8552177/187235.16e-091.08e-07119
GO:00069038EsophagusESCCvesicle targeting38/855245/187238.42e-081.43e-0638
GO:00352647EsophagusESCCmulticellular organism growth80/8552132/187233.84e-042.22e-0380
GO:00990222EsophagusESCCvesicle tethering10/855211/187232.54e-031.08e-0210
GO:005165610Oral cavityOSCCestablishment of organelle localization239/7305390/187232.46e-193.31e-17239
GO:00069037Oral cavityOSCCvesicle targeting38/730545/187234.49e-101.19e-0838
GO:00516509Oral cavityOSCCestablishment of vesicle localization101/7305161/187238.79e-102.17e-08101
GO:00516489Oral cavityOSCCvesicle localization105/7305177/187233.30e-086.30e-07105
GO:0099022Oral cavityOSCCvesicle tethering10/730511/187235.78e-043.30e-0310
GO:00352646Oral cavityOSCCmulticellular organism growth65/7305132/187231.06e-023.60e-0265
GO:005165624SkincSCCestablishment of organelle localization178/4864390/187232.18e-172.32e-15178
GO:00069039SkincSCCvesicle targeting28/486445/187233.26e-076.57e-0628
GO:005165018SkincSCCestablishment of vesicle localization70/4864161/187231.02e-061.82e-0570
GO:005164816SkincSCCvesicle localization73/4864177/187236.36e-068.92e-0573
GO:00990223SkincSCCvesicle tethering8/486411/187231.56e-039.60e-038
GO:005165620ThyroidPTCestablishment of organelle localization193/5968390/187232.21e-131.15e-11193
GO:005165019ThyroidPTCestablishment of vesicle localization89/5968161/187236.38e-101.97e-0889
GO:005164817ThyroidPTCvesicle localization94/5968177/187233.54e-099.45e-0894
Page: 1 2 

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
WDR11SNVMissense_Mutationc.2252G>Cp.Trp751Serp.W751SQ9BZH6protein_codingtolerated(0.16)benign(0.054)TCGA-A8-A092-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelCR
WDR11SNVMissense_Mutationc.820G>Cp.Glu274Glnp.E274QQ9BZH6protein_codingdeleterious(0.04)probably_damaging(0.986)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
WDR11SNVMissense_Mutationnovelc.2273N>Tp.Ala758Valp.A758VQ9BZH6protein_codingdeleterious(0)probably_damaging(0.985)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
WDR11SNVMissense_Mutationrs771463947c.686N>Gp.Lys229Argp.K229RQ9BZH6protein_codingtolerated(0.48)benign(0.129)TCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
WDR11SNVMissense_Mutationc.1837N>Gp.Ile613Valp.I613VQ9BZH6protein_codingtolerated(1)benign(0)TCGA-EW-A1IZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
WDR11insertionFrame_Shift_Insnovelc.3504_3505insTTAATATTATGTTTCAAp.Thr1169LeufsTer25p.T1169Lfs*25Q9BZH6protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
WDR11SNVMissense_Mutationnovelc.844A>Gp.Ile282Valp.I282VQ9BZH6protein_codingtolerated(0.27)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
WDR11SNVMissense_Mutationnovelc.1906N>Cp.Glu636Glnp.E636QQ9BZH6protein_codingtolerated(0.06)probably_damaging(0.979)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
WDR11SNVMissense_Mutationrs771733026c.3125C>Tp.Ser1042Leup.S1042LQ9BZH6protein_codingtolerated(0.08)benign(0)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
WDR11SNVMissense_Mutationc.2422N>Gp.Lys808Glup.K808EQ9BZH6protein_codingtolerated(0.05)probably_damaging(0.98)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 

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