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: UBE2V1

Gene summary for UBE2V1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UBE2V1

Gene ID

7335

Gene nameubiquitin conjugating enzyme E2 V1
Gene AliasCIR1
Cytomap20q13.13
Gene Typeprotein-coding
GO ID

GO:0000209

UniProtAcc

Q13404


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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
7335UBE2V1P4T-EHumanEsophagusESCC1.47e-791.53e+000.1323
7335UBE2V1P5T-EHumanEsophagusESCC1.72e-971.53e+000.1327
7335UBE2V1P8T-EHumanEsophagusESCC6.47e-651.18e+000.0889
7335UBE2V1P9T-EHumanEsophagusESCC4.89e-499.02e-010.1131
7335UBE2V1P10T-EHumanEsophagusESCC1.87e-851.30e+000.116
7335UBE2V1P11T-EHumanEsophagusESCC9.71e-571.78e+000.1426
7335UBE2V1P12T-EHumanEsophagusESCC8.57e-871.46e+000.1122
7335UBE2V1P15T-EHumanEsophagusESCC7.26e-1101.96e+000.1149
7335UBE2V1P16T-EHumanEsophagusESCC2.11e-691.36e+000.1153
7335UBE2V1P17T-EHumanEsophagusESCC1.46e-401.56e+000.1278
7335UBE2V1P19T-EHumanEsophagusESCC6.86e-291.86e+000.1662
7335UBE2V1P20T-EHumanEsophagusESCC1.17e-761.43e+000.1124
7335UBE2V1P21T-EHumanEsophagusESCC6.81e-1202.70e+000.1617
7335UBE2V1P22T-EHumanEsophagusESCC2.97e-801.24e+000.1236
7335UBE2V1P23T-EHumanEsophagusESCC8.82e-811.81e+000.108
7335UBE2V1P24T-EHumanEsophagusESCC1.10e-741.36e+000.1287
7335UBE2V1P26T-EHumanEsophagusESCC1.82e-1362.25e+000.1276
7335UBE2V1P27T-EHumanEsophagusESCC2.35e-498.28e-010.1055
7335UBE2V1P28T-EHumanEsophagusESCC9.71e-781.34e+000.1149
7335UBE2V1P30T-EHumanEsophagusESCC1.30e-581.54e+000.137
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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
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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.

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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:00002097CervixCCprotein polyubiquitination58/2311236/187231.57e-077.41e-0658
GO:00510904CervixCCregulation of DNA-binding transcription factor activity87/2311440/187234.85e-061.22e-0487
GO:00431228CervixCCregulation of I-kappaB kinase/NF-kappaB signaling53/2311249/187234.50e-056.87e-0453
GO:00072497CervixCCI-kappaB kinase/NF-kappaB signaling56/2311281/187231.81e-042.12e-0356
GO:20010209CervixCCregulation of response to DNA damage stimulus46/2311219/187231.92e-042.23e-0346
GO:00510915CervixCCpositive regulation of DNA-binding transcription factor activity51/2311260/187235.05e-044.92e-0351
GO:00510528CervixCCregulation of DNA metabolic process65/2311359/187239.25e-047.84e-0365
GO:00510923CervixCCpositive regulation of NF-kappaB transcription factor activity32/2311152/187231.62e-031.25e-0232
GO:00431237CervixCCpositive regulation of I-kappaB kinase/NF-kappaB signaling37/2311186/187232.15e-031.55e-0237
GO:00705343CervixCCprotein K63-linked ubiquitination14/231156/187236.93e-033.74e-0214
GO:005109211CervixHSIL_HPVpositive regulation of NF-kappaB transcription factor activity20/737152/187232.25e-069.41e-0520
GO:005109012CervixHSIL_HPVregulation of DNA-binding transcription factor activity35/737440/187236.77e-051.58e-0335
GO:005109112CervixHSIL_HPVpositive regulation of DNA-binding transcription factor activity24/737260/187231.01e-042.16e-0324
GO:004312215CervixHSIL_HPVregulation of I-kappaB kinase/NF-kappaB signaling19/737249/187234.66e-033.88e-0219
GO:0051052ColorectumADregulation of DNA metabolic process116/3918359/187232.47e-071.00e-05116
GO:0000209ColorectumADprotein polyubiquitination78/3918236/187238.71e-062.06e-0478
GO:2001020ColorectumADregulation of response to DNA damage stimulus71/3918219/187234.38e-057.65e-0471
GO:0043123ColorectumADpositive regulation of I-kappaB kinase/NF-kappaB signaling60/3918186/187231.91e-042.56e-0360
GO:0043122ColorectumADregulation of I-kappaB kinase/NF-kappaB signaling76/3918249/187232.17e-042.85e-0376
GO:0007249ColorectumADI-kappaB kinase/NF-kappaB signaling82/3918281/187236.09e-046.40e-0382
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05131ColorectumADShigellosis109/2092247/84651.09e-112.44e-101.55e-10109
hsa051311ColorectumADShigellosis109/2092247/84651.09e-112.44e-101.55e-10109
hsa051312ColorectumSERShigellosis87/1580247/84653.07e-107.27e-095.28e-0987
hsa051313ColorectumSERShigellosis87/1580247/84653.07e-107.27e-095.28e-0987
hsa051314ColorectumMSSShigellosis94/1875247/84656.82e-091.34e-078.23e-0894
hsa051315ColorectumMSSShigellosis94/1875247/84656.82e-091.34e-078.23e-0894
hsa051316ColorectumMSI-HShigellosis40/797247/84654.28e-045.34e-034.47e-0340
hsa051317ColorectumMSI-HShigellosis40/797247/84654.28e-045.34e-034.47e-0340
hsa0513139EsophagusHGINShigellosis71/1383247/84654.89e-077.98e-066.34e-0671
hsa05131114EsophagusHGINShigellosis71/1383247/84654.89e-077.98e-066.34e-0671
hsa05131211EsophagusESCCShigellosis176/4205247/84652.27e-124.01e-112.05e-11176
hsa05131310EsophagusESCCShigellosis176/4205247/84652.27e-124.01e-112.05e-11176
hsa0513128ProstateBPHShigellosis94/1718247/84655.19e-119.51e-105.89e-1094
hsa05131112ProstateBPHShigellosis94/1718247/84655.19e-119.51e-105.89e-1094
hsa0513129ProstateTumorShigellosis94/1791247/84655.56e-109.69e-096.01e-0994
hsa0513137ProstateTumorShigellosis94/1791247/84655.56e-109.69e-096.01e-0994
hsa0513112StomachGCShigellosis36/708247/84656.74e-045.42e-033.82e-0336
hsa0513113StomachGCShigellosis36/708247/84656.74e-045.42e-033.82e-0336
hsa0513141StomachCSGShigellosis34/633247/84653.60e-043.25e-032.34e-0334
hsa0513151StomachCSGShigellosis34/633247/84653.60e-043.25e-032.34e-0334
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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
UBE2V1SNVMissense_Mutationc.470N>Cp.Met157Thrp.M157TQ13404protein_codingtolerated(0.12)benign(0.04)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
UBE2V1SNVMissense_Mutationc.488N>Tp.Pro163Leup.P163LQ13404protein_codingdeleterious(0.02)possibly_damaging(0.469)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
UBE2V1SNVMissense_Mutationc.190G>Ap.Glu64Lysp.E64KQ13404protein_codingdeleterious(0.03)benign(0.059)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
UBE2V1SNVMissense_Mutationc.113N>Cp.Phe38Serp.F38SQ13404protein_codingdeleterious(0)probably_damaging(0.998)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
UBE2V1SNVMissense_Mutationnovelc.356C>Ap.Ser119Tyrp.S119YQ13404protein_codingdeleterious(0)probably_damaging(0.918)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
UBE2V1SNVMissense_Mutationnovelc.445N>Tp.Arg149Cysp.R149CQ13404protein_codingtolerated(0.12)benign(0.041)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
UBE2V1SNVMissense_Mutationnovelc.76N>Cp.Lys26Glnp.K26QQ13404protein_codingdeleterious_low_confidence(0.04)benign(0.017)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
UBE2V1SNVMissense_Mutationc.190G>Ap.Glu64Lysp.E64KQ13404protein_codingdeleterious(0.03)benign(0.059)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
UBE2V1SNVMissense_Mutationc.104N>Ap.Pro35Hisp.P35HQ13404protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A053-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
UBE2V1SNVMissense_Mutationc.190N>Ap.Glu64Lysp.E64KQ13404protein_codingdeleterious(0.03)benign(0.059)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
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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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