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: TUBGCP3

Gene summary for TUBGCP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TUBGCP3

Gene ID

10426

Gene nametubulin gamma complex associated protein 3
Gene Alias104p
Cytomap13q34
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

B4DYP7


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
10426TUBGCP3C04HumanOral cavityOSCC1.99e-095.81e-010.2633
10426TUBGCP3C21HumanOral cavityOSCC3.31e-185.56e-010.2678
10426TUBGCP3C30HumanOral cavityOSCC2.61e-116.42e-010.3055
10426TUBGCP3C43HumanOral cavityOSCC1.08e-071.98e-010.1704
10426TUBGCP3C46HumanOral cavityOSCC3.07e-062.40e-010.1673
10426TUBGCP3C06HumanOral cavityOSCC1.21e-036.65e-010.2699
10426TUBGCP3C08HumanOral cavityOSCC3.28e-102.46e-010.1919
10426TUBGCP3EOLP-1HumanOral cavityEOLP1.87e-041.72e-01-0.0202
10426TUBGCP3SYSMH3HumanOral cavityOSCC5.78e-031.07e-010.2442
10426TUBGCP3SYSMH5HumanOral cavityOSCC4.43e-036.46e-020.0647
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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.

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:00070517Oral cavityOSCCspindle organization117/7305184/187231.16e-114.17e-10117
GO:005125820Oral cavityOSCCprotein polymerization169/7305297/187232.57e-107.17e-09169
GO:00512255Oral cavityOSCCspindle assembly73/7305117/187232.51e-073.96e-0673
GO:00070204Oral cavityOSCCmicrotubule nucleation28/730535/187238.71e-071.19e-0528
GO:00311226Oral cavityOSCCcytoplasmic microtubule organization39/730556/187233.29e-063.93e-0539
GO:00467855Oral cavityOSCCmicrotubule polymerization53/730583/187233.96e-064.65e-0553
GO:00311093Oral cavityOSCCmicrotubule polymerization or depolymerization68/7305122/187231.29e-049.21e-0468
GO:005125825Oral cavityEOLPprotein polymerization74/2218297/187232.65e-102.45e-0874
GO:00070202Oral cavityEOLPmicrotubule nucleation14/221835/187232.11e-053.28e-0414
GO:004678521Oral cavityEOLPmicrotubule polymerization23/221883/187236.67e-058.27e-0423
GO:003112213Oral cavityEOLPcytoplasmic microtubule organization16/221856/187235.70e-044.82e-0316
GO:00311091Oral cavityEOLPmicrotubule polymerization or depolymerization26/2218122/187232.01e-031.28e-0226
GO:000705121Oral cavityEOLPspindle organization35/2218184/187233.05e-031.79e-0235
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
TUBGCP3SNVMissense_Mutationrs767141672c.1856N>Ap.Arg619Glnp.R619QQ96CW5protein_codingtolerated(0.14)benign(0.017)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TUBGCP3SNVMissense_Mutationnovelc.1333N>Ap.Glu445Lysp.E445KQ96CW5protein_codingdeleterious(0)probably_damaging(0.987)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TUBGCP3SNVMissense_Mutationrs758583156c.469N>Ap.Val157Metp.V157MQ96CW5protein_codingtolerated(0.35)benign(0)TCGA-AR-A24O-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
TUBGCP3SNVMissense_Mutationc.119N>Ap.Gly40Aspp.G40DQ96CW5protein_codingdeleterious(0.01)probably_damaging(0.983)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TUBGCP3SNVMissense_Mutationc.2650G>Ap.Glu884Lysp.E884KQ96CW5protein_codingdeleterious(0.02)probably_damaging(0.969)TCGA-E9-A1RE-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
TUBGCP3insertionFrame_Shift_Insnovelc.1982_1983insCCAGCCCCCACTGGGTGCGGTTTCCAGCAACTCCp.Arg662GlnfsTer15p.R662Qfs*15Q96CW5protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TUBGCP3deletionFrame_Shift_Delnovelc.340delTp.Tyr114MetfsTer28p.Y114Mfs*28Q96CW5protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TUBGCP3SNVMissense_Mutationnovelc.623C>Tp.Thr208Ilep.T208IQ96CW5protein_codingtolerated(0.25)benign(0.011)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TUBGCP3SNVMissense_Mutationnovelc.424A>Gp.Ser142Glyp.S142GQ96CW5protein_codingtolerated(0.37)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TUBGCP3SNVMissense_Mutationc.2205N>Cp.Trp735Cysp.W735CQ96CW5protein_codingtolerated(0.1)probably_damaging(0.95)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
Page: 1 2 3 4 5 6 7 8 9 10 11 

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