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
7335UBE2V1sample3HumanCervixCC4.88e-224.05e-010.1387
7335UBE2V1H2HumanCervixHSIL_HPV5.00e-225.22e-010.0632
7335UBE2V1L1HumanCervixCC3.15e-044.42e-010.0802
7335UBE2V1T1HumanCervixCC1.05e-042.80e-010.0918
7335UBE2V1T2HumanCervixCC1.08e-044.26e-010.0709
7335UBE2V1T3HumanCervixCC4.80e-254.71e-010.1389
7335UBE2V1HTA11_3410_2000001011HumanColorectumAD2.10e-203.81e-010.0155
7335UBE2V1HTA11_2487_2000001011HumanColorectumSER2.09e-368.51e-01-0.1808
7335UBE2V1HTA11_1938_2000001011HumanColorectumAD2.16e-298.76e-01-0.0811
7335UBE2V1HTA11_78_2000001011HumanColorectumAD1.84e-367.40e-01-0.1088
7335UBE2V1HTA11_347_2000001011HumanColorectumAD1.50e-558.60e-01-0.1954
7335UBE2V1HTA11_411_2000001011HumanColorectumSER6.46e-271.31e+00-0.2602
7335UBE2V1HTA11_2112_2000001011HumanColorectumSER7.77e-167.74e-01-0.2196
7335UBE2V1HTA11_3361_2000001011HumanColorectumAD9.27e-164.47e-01-0.1207
7335UBE2V1HTA11_83_2000001011HumanColorectumSER4.06e-195.85e-01-0.1526
7335UBE2V1HTA11_696_2000001011HumanColorectumAD3.28e-346.16e-01-0.1464
7335UBE2V1HTA11_866_2000001011HumanColorectumAD2.12e-295.11e-01-0.1001
7335UBE2V1HTA11_1391_2000001011HumanColorectumAD3.33e-388.49e-01-0.059
7335UBE2V1HTA11_2992_2000001011HumanColorectumSER1.27e-188.16e-01-0.1706
7335UBE2V1HTA11_5212_2000001011HumanColorectumAD2.59e-176.36e-01-0.2061
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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:00431239ProstateBPHpositive regulation of I-kappaB kinase/NF-kappaB signaling54/3107186/187231.50e-051.92e-0454
GO:00002099ProstateBPHprotein polyubiquitination64/3107236/187232.83e-053.31e-0464
GO:200102015ProstateBPHregulation of response to DNA damage stimulus60/3107219/187233.58e-053.92e-0460
GO:00510529ProstateBPHregulation of DNA metabolic process89/3107359/187234.07e-054.36e-0489
GO:00510906ProstateBPHregulation of DNA-binding transcription factor activity100/3107440/187234.71e-043.37e-03100
GO:00510924ProstateBPHpositive regulation of NF-kappaB transcription factor activity40/3107152/187231.54e-039.08e-0340
GO:00510916ProstateBPHpositive regulation of DNA-binding transcription factor activity62/3107260/187231.58e-039.23e-0362
GO:000724916ProstateTumorI-kappaB kinase/NF-kappaB signaling77/3246281/187231.55e-052.09e-0477
GO:004312217ProstateTumorregulation of I-kappaB kinase/NF-kappaB signaling69/3246249/187232.83e-053.43e-0469
GO:004312315ProstateTumorpositive regulation of I-kappaB kinase/NF-kappaB signaling53/3246186/187231.04e-041.00e-0353
GO:000020914ProstateTumorprotein polyubiquitination64/3246236/187231.08e-041.03e-0364
GO:200102016ProstateTumorregulation of response to DNA damage stimulus59/3246219/187232.37e-042.01e-0359
GO:005109014ProstateTumorregulation of DNA-binding transcription factor activity105/3246440/187232.69e-042.23e-03105
GO:005105212ProstateTumorregulation of DNA metabolic process88/3246359/187233.23e-042.59e-0388
GO:005109113ProstateTumorpositive regulation of DNA-binding transcription factor activity64/3246260/187231.76e-031.04e-0264
GO:005109212ProstateTumorpositive regulation of NF-kappaB transcription factor activity39/3246152/187236.15e-032.85e-0239
GO:005105216SkinAKregulation of DNA metabolic process60/1910359/187238.56e-051.17e-0360
GO:200102020SkinAKregulation of response to DNA damage stimulus40/1910219/187231.93e-042.19e-0340
GO:000020918SkinAKprotein polyubiquitination41/1910236/187234.78e-044.44e-0341
GO:004312224SkinAKregulation of I-kappaB kinase/NF-kappaB signaling42/1910249/187237.65e-046.39e-0342
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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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