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: UBE2A

Gene summary for UBE2A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UBE2A

Gene ID

7319

Gene nameubiquitin conjugating enzyme E2 A
Gene AliasHHR6A
CytomapXq24
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A0D9SG71


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
7319UBE2ACA_HPV_1HumanCervixCC1.31e-052.29e-030.0264
7319UBE2ACCII_1HumanCervixCC7.51e-09-3.70e-010.3249
7319UBE2ATumorHumanCervixCC2.90e-195.27e-010.1241
7319UBE2Asample3HumanCervixCC3.13e-204.68e-010.1387
7319UBE2AT3HumanCervixCC1.18e-225.15e-010.1389
7319UBE2ALZE2DHumanEsophagusHGIN2.85e-042.57e-010.0642
7319UBE2ALZE4THumanEsophagusESCC1.34e-188.15e-010.0811
7319UBE2ALZE5THumanEsophagusESCC2.39e-035.57e-010.0514
7319UBE2ALZE7THumanEsophagusESCC3.78e-111.34e+000.0667
7319UBE2ALZE8THumanEsophagusESCC1.78e-054.58e-010.067
7319UBE2ALZE20THumanEsophagusESCC9.77e-084.92e-010.0662
7319UBE2ALZE22D1HumanEsophagusHGIN2.30e-031.47e-010.0595
7319UBE2ALZE22THumanEsophagusESCC1.86e-051.00e+000.068
7319UBE2ALZE24THumanEsophagusESCC5.24e-371.50e+000.0596
7319UBE2ALZE22D3HumanEsophagusHGIN2.29e-021.61e-010.0653
7319UBE2ALZE21THumanEsophagusESCC4.51e-044.47e-010.0655
7319UBE2ALZE6THumanEsophagusESCC9.27e-191.32e+000.0845
7319UBE2AP1T-EHumanEsophagusESCC2.44e-067.53e-010.0875
7319UBE2AP2T-EHumanEsophagusESCC1.11e-471.11e+000.1177
7319UBE2AP4T-EHumanEsophagusESCC1.09e-531.46e+000.1323
Page: 1 2 3 4 5 6 7 

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
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
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:001049810CervixCCproteasomal protein catabolic process111/2311490/187238.98e-111.58e-08111
GO:004316110CervixCCproteasome-mediated ubiquitin-dependent protein catabolic process91/2311412/187231.65e-081.25e-0691
GO:00002097CervixCCprotein polyubiquitination58/2311236/187231.57e-077.41e-0658
GO:00709366CervixCCprotein K48-linked ubiquitination22/231165/187235.56e-061.38e-0422
GO:00093149CervixCCresponse to radiation86/2311456/187233.50e-055.63e-0486
GO:00017018CervixCCin utero embryonic development71/2311367/187237.21e-051.00e-0371
GO:00075654CervixCCfemale pregnancy43/2311193/187237.62e-051.04e-0343
GO:00165705CervixCChistone modification84/2311463/187231.70e-042.01e-0384
GO:00447064CervixCCmulti-multicellular organism process45/2311220/187234.14e-044.21e-0345
GO:00094112CervixCCresponse to UV33/2311149/187235.51e-045.29e-0333
GO:00518656CervixCCprotein autoubiquitination17/231173/187236.71e-033.70e-0217
GO:00601353CervixCCmaternal process involved in female pregnancy15/231162/187237.30e-033.92e-0215
GO:00094163CervixCCresponse to light stimulus54/2311320/187231.03e-024.97e-0254
GO:001049826EsophagusHGINproteasomal protein catabolic process139/2587490/187231.20e-173.41e-15139
GO:004316126EsophagusHGINproteasome-mediated ubiquitin-dependent protein catabolic process114/2587412/187237.00e-141.20e-11114
GO:007093610EsophagusHGINprotein K48-linked ubiquitination24/258765/187232.69e-069.49e-0524
GO:000020916EsophagusHGINprotein polyubiquitination58/2587236/187236.29e-061.97e-0458
GO:000170118EsophagusHGINin utero embryonic development77/2587367/187239.56e-052.05e-0377
GO:00165708EsophagusHGINhistone modification92/2587463/187231.70e-043.30e-0392
GO:00165747EsophagusHGINhistone ubiquitination16/258747/187233.61e-045.68e-0316
Page: 1 2 3 4 5 6 7 8 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0412014CervixCCUbiquitin mediated proteolysis49/1267142/84654.26e-097.68e-084.54e-0849
hsa0412015CervixCCUbiquitin mediated proteolysis49/1267142/84654.26e-097.68e-084.54e-0849
hsa0412026EsophagusHGINUbiquitin mediated proteolysis49/1383142/84657.78e-081.33e-061.06e-0649
hsa04120111EsophagusHGINUbiquitin mediated proteolysis49/1383142/84657.78e-081.33e-061.06e-0649
hsa0412027EsophagusESCCUbiquitin mediated proteolysis122/4205142/84656.53e-207.29e-183.74e-18122
hsa0412036EsophagusESCCUbiquitin mediated proteolysis122/4205142/84656.53e-207.29e-183.74e-18122
hsa0412021LiverCirrhoticUbiquitin mediated proteolysis72/2530142/84651.32e-071.97e-061.21e-0672
hsa0412031LiverCirrhoticUbiquitin mediated proteolysis72/2530142/84651.32e-071.97e-061.21e-0672
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
hsa0412025Oral cavityLPUbiquitin mediated proteolysis66/2418142/84653.74e-063.46e-052.23e-0566
hsa0412035Oral cavityLPUbiquitin mediated proteolysis66/2418142/84653.74e-063.46e-052.23e-0566
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
UBE2ASNVMissense_Mutationc.419N>Tp.Arg140Leup.R140LP49459protein_codingdeleterious(0.04)possibly_damaging(0.47)TCGA-A2-A3XU-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexPD
UBE2ASNVMissense_Mutationrs750065927c.418N>Tp.Arg140Cysp.R140CP49459protein_codingdeleterious(0.02)probably_damaging(0.938)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
UBE2ASNVMissense_Mutationnovelc.177N>Ap.Phe59Leup.F59LP49459protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
UBE2ASNVMissense_Mutationrs760267258c.419N>Ap.Arg140Hisp.R140HP49459protein_codingdeleterious(0)possibly_damaging(0.82)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
UBE2ASNVMissense_Mutationnovelc.356N>Cp.Asn119Thrp.N119TP49459protein_codingtolerated(0.06)benign(0.097)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
UBE2ASNVMissense_Mutationc.284G>Ap.Arg95Hisp.R95HP49459protein_codingtolerated(0.06)benign(0.007)TCGA-DC-6682-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
UBE2ASNVMissense_Mutationnovelc.112G>Ap.Ala38Thrp.A38TP49459protein_codingdeleterious(0.01)benign(0.015)TCGA-EF-5831-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
UBE2ASNVMissense_Mutationc.17N>Ap.Arg6Glnp.R6QP49459protein_codingtolerated(0.24)benign(0)TCGA-EI-6510-01Colorectumrectum adenocarcinomaFemale>=65I/IIUnknownUnknownSD
UBE2ASNVMissense_Mutationnovelc.392A>Gp.Gln131Argp.Q131RP49459protein_codingtolerated(0.58)benign(0.03)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
UBE2ASNVMissense_Mutationc.404N>Ap.Arg135Glnp.R135QP49459protein_codingtolerated(0.27)possibly_damaging(0.821)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
Page: 1 2 3 

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