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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: UBE2V2

Gene summary for UBE2V2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UBE2V2

Gene ID

7336

Gene nameubiquitin conjugating enzyme E2 V2
Gene AliasDDVIT1
Cytomap8q11.21
Gene Typeprotein-coding
GO ID

GO:0000209

UniProtAcc

A0M8W4


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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
7336UBE2V2GSM4909281HumanBreastIDC6.74e-215.47e-010.21
7336UBE2V2GSM4909282HumanBreastIDC2.29e-093.38e-01-0.0288
7336UBE2V2GSM4909293HumanBreastIDC3.25e-031.90e-010.1581
7336UBE2V2GSM4909294HumanBreastIDC3.54e-104.06e-010.2022
7336UBE2V2GSM4909296HumanBreastIDC5.52e-06-2.01e-010.1524
7336UBE2V2GSM4909297HumanBreastIDC1.16e-06-4.04e-020.1517
7336UBE2V2GSM4909301HumanBreastIDC2.10e-04-2.02e-010.1577
7336UBE2V2GSM4909311HumanBreastIDC1.00e-19-2.09e-010.1534
7336UBE2V2GSM4909312HumanBreastIDC7.24e-09-4.95e-020.1552
7336UBE2V2GSM4909315HumanBreastIDC1.61e-104.69e-010.21
7336UBE2V2GSM4909317HumanBreastIDC2.52e-115.13e-010.1355
7336UBE2V2GSM4909318HumanBreastIDC7.32e-055.37e-010.2031
7336UBE2V2GSM4909319HumanBreastIDC3.82e-21-1.57e-010.1563
7336UBE2V2GSM4909320HumanBreastIDC8.31e-05-2.19e-010.1575
7336UBE2V2GSM4909321HumanBreastIDC3.46e-08-1.40e-010.1559
7336UBE2V2brca1HumanBreastPrecancer3.42e-083.13e-01-0.0338
7336UBE2V2brca2HumanBreastPrecancer6.99e-072.84e-01-0.024
7336UBE2V2brca3HumanBreastPrecancer1.44e-022.31e-01-0.0263
7336UBE2V2NCCBC14HumanBreastDCIS2.68e-035.61e-020.2021
7336UBE2V2NCCBC5HumanBreastDCIS1.54e-066.30e-020.2046
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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.

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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).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00709979BreastPrecancerneuron death50/1080361/187237.75e-095.70e-0750
GO:00458629BreastPrecancerpositive regulation of proteolysis51/1080372/187237.77e-095.70e-0751
GO:00514029BreastPrecancerneuron apoptotic process38/1080246/187232.68e-081.75e-0638
GO:00104989BreastPrecancerproteasomal protein catabolic process58/1080490/187231.54e-078.05e-0658
GO:19033629BreastPrecancerregulation of cellular protein catabolic process36/1080255/187236.03e-072.55e-0536
GO:19012149BreastPrecancerregulation of neuron death41/1080319/187231.27e-064.80e-0541
GO:00421769BreastPrecancerregulation of protein catabolic process47/1080391/187231.50e-065.58e-0547
GO:00435237BreastPrecancerregulation of neuron apoptotic process31/1080212/187231.69e-066.08e-0531
GO:19030509BreastPrecancerregulation of proteolysis involved in cellular protein catabolic process31/1080221/187234.10e-061.27e-0431
GO:00611369BreastPrecancerregulation of proteasomal protein catabolic process24/1080187/187231.99e-043.14e-0324
GO:00431619BreastPrecancerproteasome-mediated ubiquitin-dependent protein catabolic process42/1080412/187232.49e-043.72e-0342
GO:00098969BreastPrecancerpositive regulation of catabolic process48/1080492/187232.62e-043.84e-0348
GO:00313319BreastPrecancerpositive regulation of cellular catabolic process43/1080427/187232.75e-044.00e-0343
GO:20000589BreastPrecancerregulation of ubiquitin-dependent protein catabolic process21/1080164/187235.00e-046.53e-0321
GO:19033649BreastPrecancerpositive regulation of cellular protein catabolic process20/1080155/187236.10e-047.67e-0320
GO:00435243BreastPrecancernegative regulation of neuron apoptotic process19/1080145/187236.83e-048.34e-0319
GO:19012157BreastPrecancernegative regulation of neuron death24/1080208/187239.50e-041.07e-0224
GO:00510548BreastPrecancerpositive regulation of DNA metabolic process23/1080201/187231.34e-031.41e-0223
GO:19030527BreastPrecancerpositive regulation of proteolysis involved in cellular protein catabolic process17/1080133/187231.68e-031.70e-0217
GO:00457329BreastPrecancerpositive regulation of protein catabolic process25/1080231/187231.87e-031.82e-0225
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0513118BreastPrecancerShigellosis44/684247/84653.91e-076.86e-065.26e-0644
hsa0513119BreastPrecancerShigellosis44/684247/84653.91e-076.86e-065.26e-0644
hsa0513124BreastIDCShigellosis47/867247/84651.78e-052.00e-041.49e-0447
hsa0513134BreastIDCShigellosis47/867247/84651.78e-052.00e-041.49e-0447
hsa0513144BreastDCISShigellosis46/846247/84652.06e-052.38e-041.75e-0446
hsa0513154BreastDCISShigellosis46/846247/84652.06e-052.38e-041.75e-0446
hsa05131211EsophagusESCCShigellosis176/4205247/84652.27e-124.01e-112.05e-11176
hsa05131310EsophagusESCCShigellosis176/4205247/84652.27e-124.01e-112.05e-11176
hsa0513122LiverCirrhoticShigellosis105/2530247/84651.31e-051.21e-047.48e-05105
hsa0513132LiverCirrhoticShigellosis105/2530247/84651.31e-051.21e-047.48e-05105
hsa0513142LiverHCCShigellosis150/4020247/84651.53e-051.04e-045.81e-05150
hsa0513152LiverHCCShigellosis150/4020247/84651.53e-051.04e-045.81e-05150
hsa0513130Oral cavityOSCCShigellosis150/3704247/84653.96e-083.12e-071.59e-07150
hsa05131113Oral cavityOSCCShigellosis150/3704247/84653.96e-083.12e-071.59e-07150
hsa05131210Oral cavityLPShigellosis103/2418247/84654.98e-064.14e-052.67e-05103
hsa0513138Oral cavityLPShigellosis103/2418247/84654.98e-064.14e-052.67e-05103
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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
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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.
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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
UBE2V2SNVMissense_Mutationc.281N>Gp.Ser94Cysp.S94CQ15819protein_codingdeleterious(0)benign(0.017)TCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
UBE2V2SNVMissense_Mutationnovelc.223G>Cp.Glu75Glnp.E75QQ15819protein_codingtolerated(0.1)benign(0.027)TCGA-ZJ-AAXD-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
UBE2V2SNVMissense_Mutationc.229N>Tp.Pro77Serp.P77SQ15819protein_codingdeleterious(0.03)possibly_damaging(0.653)TCGA-CM-5348-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
UBE2V2SNVMissense_Mutationc.32N>Ap.Arg11Hisp.R11HQ15819protein_codingtolerated(0.11)benign(0.069)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
UBE2V2SNVMissense_Mutationrs11557776c.107N>Gp.Glu36Glyp.E36GQ15819protein_codingdeleterious(0.02)possibly_damaging(0.894)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
UBE2V2SNVMissense_Mutationrs772913593c.371N>Ap.Arg124Hisp.R124HQ15819protein_codingtolerated(0.15)benign(0.009)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
UBE2V2SNVMissense_Mutationc.124N>Gp.Thr42Alap.T42AQ15819protein_codingtolerated(0.13)benign(0.011)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
UBE2V2SNVMissense_Mutationnovelc.143N>Ap.Gly48Aspp.G48DQ15819protein_codingdeleterious(0.02)benign(0.39)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
UBE2V2SNVMissense_Mutationc.32G>Ap.Arg11Hisp.R11HQ15819protein_codingtolerated(0.11)benign(0.069)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
UBE2V2SNVMissense_Mutationnovelc.121A>Tp.Met41Leup.M41LQ15819protein_codingtolerated(0.19)benign(0.007)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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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
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