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: UBE2E2

Gene summary for UBE2E2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UBE2E2

Gene ID

7325

Gene nameubiquitin conjugating enzyme E2 E2
Gene AliasUBCH8
Cytomap3p24.3
Gene Typeprotein-coding
GO ID

GO:0000082

UniProtAcc

A0A024R2Q2


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
7325UBE2E2N_HPV_2HumanCervixN_HPV8.95e-031.09e-01-0.0131
7325UBE2E2CCI_1HumanCervixCC3.44e-098.72e-010.528
7325UBE2E2CCI_2HumanCervixCC2.32e-027.50e-010.5249
7325UBE2E2CCI_3HumanCervixCC5.05e-461.50e+000.516
7325UBE2E2LZE8THumanEsophagusESCC1.61e-036.79e-020.067
7325UBE2E2LZE20THumanEsophagusESCC8.29e-035.43e-020.0662
7325UBE2E2LZE24THumanEsophagusESCC9.49e-143.97e-010.0596
7325UBE2E2LZE6THumanEsophagusESCC9.24e-051.23e-010.0845
7325UBE2E2P1T-EHumanEsophagusESCC3.06e-042.30e-010.0875
7325UBE2E2P2T-EHumanEsophagusESCC2.03e-212.79e-010.1177
7325UBE2E2P4T-EHumanEsophagusESCC1.82e-091.96e-010.1323
7325UBE2E2P5T-EHumanEsophagusESCC1.70e-224.90e-010.1327
7325UBE2E2P8T-EHumanEsophagusESCC1.42e-092.10e-010.0889
7325UBE2E2P9T-EHumanEsophagusESCC2.18e-215.37e-010.1131
7325UBE2E2P11T-EHumanEsophagusESCC5.18e-103.24e-010.1426
7325UBE2E2P15T-EHumanEsophagusESCC2.14e-061.49e-010.1149
7325UBE2E2P16T-EHumanEsophagusESCC5.70e-203.86e-010.1153
7325UBE2E2P17T-EHumanEsophagusESCC4.78e-103.78e-010.1278
7325UBE2E2P19T-EHumanEsophagusESCC3.71e-046.32e-010.1662
7325UBE2E2P20T-EHumanEsophagusESCC9.86e-428.48e-010.1124
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:004484321Oral cavityEOLPcell cycle G1/S phase transition47/2218241/187233.79e-043.41e-0347
GO:007053412Oral cavityEOLPprotein K63-linked ubiquitination16/221856/187235.70e-044.82e-0316
GO:190199021Oral cavityEOLPregulation of mitotic cell cycle phase transition54/2218299/187231.01e-037.54e-0354
GO:004578721Oral cavityEOLPpositive regulation of cell cycle56/2218313/187231.04e-037.66e-0356
GO:200004521Oral cavityEOLPregulation of G1/S transition of mitotic cell cycle29/2218142/187232.27e-031.41e-0229
GO:00709792Oral cavityEOLPprotein K11-linked ubiquitination9/221829/187234.94e-032.62e-029
GO:007093631Oral cavityNEOLPprotein K48-linked ubiquitination27/200565/187231.33e-101.34e-0827
GO:000020931Oral cavityNEOLPprotein polyubiquitination53/2005236/187231.22e-074.38e-0653
GO:004593131Oral cavityNEOLPpositive regulation of mitotic cell cycle30/2005121/187238.28e-061.60e-0430
GO:004578731Oral cavityNEOLPpositive regulation of cell cycle55/2005313/187231.53e-041.74e-0355
GO:007053421Oral cavityNEOLPprotein K63-linked ubiquitination16/200556/187231.80e-041.97e-0316
GO:000008231Oral cavityNEOLPG1/S transition of mitotic cell cycle40/2005214/187233.21e-043.11e-0340
GO:009006814Oral cavityNEOLPpositive regulation of cell cycle process42/2005236/187236.66e-045.55e-0342
GO:190199221Oral cavityNEOLPpositive regulation of mitotic cell cycle phase transition21/200593/187236.98e-045.78e-0321
GO:004477231Oral cavityNEOLPmitotic cell cycle phase transition67/2005424/187237.30e-045.98e-0367
GO:190198921Oral cavityNEOLPpositive regulation of cell cycle phase transition24/2005115/187231.00e-037.68e-0324
GO:004484331Oral cavityNEOLPcell cycle G1/S phase transition41/2005241/187231.87e-031.28e-0241
GO:000734631Oral cavityNEOLPregulation of mitotic cell cycle69/2005457/187232.07e-031.38e-0269
GO:200004531Oral cavityNEOLPregulation of G1/S transition of mitotic cell cycle25/2005142/187238.58e-034.15e-0225
GO:00447727ProstateBPHmitotic cell cycle phase transition112/3107424/187231.57e-073.58e-06112
Page: 1 2 3 4 5 6 7 8 9 10 11 12 

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
hsa0412027EsophagusESCCUbiquitin mediated proteolysis122/4205142/84656.53e-207.29e-183.74e-18122
hsa0412036EsophagusESCCUbiquitin mediated proteolysis122/4205142/84656.53e-207.29e-183.74e-18122
hsa0412010LiverNAFLDUbiquitin mediated proteolysis44/1043142/84652.59e-091.70e-071.37e-0744
hsa0412011LiverNAFLDUbiquitin mediated proteolysis44/1043142/84652.59e-091.70e-071.37e-0744
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
hsa0412022LungAISUbiquitin mediated proteolysis41/961142/84658.01e-094.33e-072.77e-0741
hsa0412032LungAISUbiquitin mediated proteolysis41/961142/84658.01e-094.33e-072.77e-0741
hsa0412020Oral cavityOSCCUbiquitin mediated proteolysis105/3704142/84651.83e-134.37e-122.23e-12105
hsa04120110Oral cavityOSCCUbiquitin mediated proteolysis105/3704142/84651.83e-134.37e-122.23e-12105
hsa0412043Oral cavityEOLPUbiquitin mediated proteolysis48/1218142/84653.55e-096.74e-083.98e-0848
hsa0412053Oral cavityEOLPUbiquitin mediated proteolysis48/1218142/84653.55e-096.74e-083.98e-0848
hsa0412061Oral cavityNEOLPUbiquitin mediated proteolysis43/1112142/84655.78e-089.19e-075.78e-0743
hsa0412071Oral cavityNEOLPUbiquitin mediated proteolysis43/1112142/84655.78e-089.19e-075.78e-0743
hsa0412018ProstateBPHUbiquitin mediated proteolysis61/1718142/84655.50e-109.07e-095.61e-0961
hsa0412019ProstateBPHUbiquitin mediated proteolysis61/1718142/84655.50e-109.07e-095.61e-0961
Page: 1 2 

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
UBE2E2SNVMissense_Mutationnovelc.454N>Gp.Thr152Alap.T152AQ96LR5protein_codingdeleterious(0)probably_damaging(0.951)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
UBE2E2SNVMissense_Mutationnovelc.117N>Tp.Lys39Asnp.K39NQ96LR5protein_codingtolerated(0.08)benign(0)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
UBE2E2SNVMissense_Mutationc.263N>Ap.Arg88Lysp.R88KQ96LR5protein_codingtolerated(0.16)benign(0.078)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
UBE2E2SNVMissense_Mutationc.335N>Ap.Pro112Glnp.P112QQ96LR5protein_codingtolerated(0.19)benign(0.029)TCGA-D5-6534-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
UBE2E2SNVMissense_Mutationc.409N>Ap.Val137Metp.V137MQ96LR5protein_codingtolerated(0.08)benign(0.055)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
UBE2E2SNVMissense_Mutationc.330T>Gp.Phe110Leup.F110LQ96LR5protein_codingdeleterious(0.02)possibly_damaging(0.766)TCGA-AG-3725-01Colorectumrectum adenocarcinomaFemale>=65III/IVUnknownUnknownSD
UBE2E2SNVMissense_Mutationc.235C>Ap.Pro79Thrp.P79TQ96LR5protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AG-4007-01Colorectumrectum adenocarcinomaMale>=65III/IVUnknownUnknownSD
UBE2E2deletionFrame_Shift_Delnovelc.606delNp.Ter202%3Dp.*202%3DQ96LR5protein_codingTCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
UBE2E2SNVMissense_Mutationnovelc.500N>Ap.Cys167Tyrp.C167YQ96LR5protein_codingdeleterious(0.03)possibly_damaging(0.575)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
UBE2E2SNVMissense_Mutationc.573N>Tp.Met191Ilep.M191IQ96LR5protein_codingtolerated(1)benign(0.006)TCGA-D1-A174-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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