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: UBA3

Gene summary for UBA3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UBA3

Gene ID

9039

Gene nameubiquitin like modifier activating enzyme 3
Gene AliasNAE2
Cytomap3p14.1
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

Q8TBC4


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
9039UBA3LZE4THumanEsophagusESCC3.93e-134.59e-010.0811
9039UBA3LZE7THumanEsophagusESCC1.15e-044.10e-010.0667
9039UBA3LZE8THumanEsophagusESCC1.00e-031.50e-010.067
9039UBA3LZE24THumanEsophagusESCC5.74e-164.46e-010.0596
9039UBA3P1T-EHumanEsophagusESCC5.09e-032.05e-010.0875
9039UBA3P2T-EHumanEsophagusESCC2.61e-295.04e-010.1177
9039UBA3P4T-EHumanEsophagusESCC1.07e-316.42e-010.1323
9039UBA3P5T-EHumanEsophagusESCC2.53e-091.71e-010.1327
9039UBA3P8T-EHumanEsophagusESCC6.78e-142.55e-010.0889
9039UBA3P9T-EHumanEsophagusESCC5.66e-152.59e-010.1131
9039UBA3P10T-EHumanEsophagusESCC2.88e-233.23e-010.116
9039UBA3P11T-EHumanEsophagusESCC7.82e-104.01e-010.1426
9039UBA3P12T-EHumanEsophagusESCC3.35e-154.70e-010.1122
9039UBA3P15T-EHumanEsophagusESCC6.40e-142.80e-010.1149
9039UBA3P16T-EHumanEsophagusESCC3.54e-253.60e-010.1153
9039UBA3P17T-EHumanEsophagusESCC3.88e-064.34e-010.1278
9039UBA3P19T-EHumanEsophagusESCC5.43e-087.52e-010.1662
9039UBA3P20T-EHumanEsophagusESCC4.36e-142.64e-010.1124
9039UBA3P21T-EHumanEsophagusESCC5.11e-305.61e-010.1617
9039UBA3P22T-EHumanEsophagusESCC1.03e-131.27e-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
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
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
GO:004511614EsophagusESCCprotein neddylation15/855218/187231.20e-035.88e-0315
GO:00451161LiverHCCprotein neddylation15/795818/187234.74e-043.12e-0315
GO:0043687LiverHCCpost-translational protein modification24/795837/187235.03e-032.11e-0224
GO:00451165Oral cavityOSCCprotein neddylation13/730518/187234.45e-031.79e-0213
GO:004511615SkincSCCprotein neddylation14/486418/187236.37e-068.92e-0514
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0412027EsophagusESCCUbiquitin mediated proteolysis122/4205142/84656.53e-207.29e-183.74e-18122
hsa0412036EsophagusESCCUbiquitin mediated proteolysis122/4205142/84656.53e-207.29e-183.74e-18122
hsa0412041LiverHCCUbiquitin mediated proteolysis110/4020142/84651.67e-133.74e-122.08e-12110
hsa0412051LiverHCCUbiquitin mediated proteolysis110/4020142/84651.67e-133.74e-122.08e-12110
hsa0412020Oral cavityOSCCUbiquitin mediated proteolysis105/3704142/84651.83e-134.37e-122.23e-12105
hsa04120110Oral cavityOSCCUbiquitin mediated proteolysis105/3704142/84651.83e-134.37e-122.23e-12105
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
UBA3SNVMissense_Mutationc.448N>Cp.Asp150Hisp.D150HQ8TBC4protein_codingdeleterious(0)possibly_damaging(0.863)TCGA-A8-A09N-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
UBA3insertionNonsense_Mutationnovelc.631_632insATTATGGGACTGGTCTTAACTTTAGATAATAGACTTCTGATAACTGp.Arg211HisfsTer10p.R211Hfs*10Q8TBC4protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
UBA3SNVMissense_Mutationc.187C>Gp.Leu63Valp.L63VQ8TBC4protein_codingtolerated(0.21)benign(0.188)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
UBA3insertionFrame_Shift_Insnovelc.372_373insACTTTp.Ala125ThrfsTer10p.A125Tfs*10Q8TBC4protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
UBA3SNVMissense_Mutationc.1003N>Ap.Ala335Thrp.A335TQ8TBC4protein_codingtolerated(0.2)benign(0.291)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
UBA3SNVMissense_Mutationrs373601125c.470N>Ap.Arg157Glnp.R157QQ8TBC4protein_codingtolerated(0.23)benign(0.257)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
UBA3SNVMissense_Mutationnovelc.1196N>Tp.Ser399Phep.S399FQ8TBC4protein_codingdeleterious(0.01)possibly_damaging(0.704)TCGA-AA-3846-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
UBA3SNVMissense_Mutationnovelc.140N>Ap.Arg47Glnp.R47QQ8TBC4protein_codingdeleterious(0.01)probably_damaging(0.989)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
UBA3SNVMissense_Mutationrs373601125c.470N>Ap.Arg157Glnp.R157QQ8TBC4protein_codingtolerated(0.23)benign(0.257)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
UBA3SNVMissense_Mutationc.1250N>Tp.Ser417Leup.S417LQ8TBC4protein_codingtolerated(0.28)benign(0.009)TCGA-DM-A28M-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 

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
9039UBA3TUMOR SUPPRESSOR, ENZYMEinhibitorCHEMBL1231160PEVONEDISTAT
9039UBA3TUMOR SUPPRESSOR, ENZYMEMLN-4924PEVONEDISTAT
Page: 1