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: UBE2T

Gene summary for UBE2T

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UBE2T

Gene ID

29089

Gene nameubiquitin conjugating enzyme E2 T
Gene AliasFANCT
Cytomap1q32.1
Gene Typeprotein-coding
GO ID

GO:0000209

UniProtAcc

Q9NPD8


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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
29089UBE2TGSM4909281HumanBreastIDC4.45e-103.19e-010.21
29089UBE2TGSM4909282HumanBreastIDC6.28e-377.50e-01-0.0288
29089UBE2TGSM4909285HumanBreastIDC3.84e-366.10e-010.21
29089UBE2TGSM4909287HumanBreastIDC2.32e-175.08e-010.2057
29089UBE2TGSM4909290HumanBreastIDC4.69e-022.26e-010.2096
29089UBE2TGSM4909291HumanBreastIDC1.61e-033.18e-010.1753
29089UBE2TGSM4909293HumanBreastIDC1.85e-082.11e-010.1581
29089UBE2TGSM4909301HumanBreastIDC4.09e-021.72e-010.1577
29089UBE2TGSM4909304HumanBreastIDC1.01e-032.03e-010.1636
29089UBE2TGSM4909319HumanBreastIDC2.05e-031.47e-010.1563
29089UBE2TM2HumanBreastIDC1.01e-035.23e-010.21
29089UBE2TNCCBC5HumanBreastDCIS3.28e-033.11e-010.2046
29089UBE2TP2HumanBreastIDC1.18e-064.37e-010.21
29089UBE2TLZE2THumanEsophagusESCC1.52e-088.05e-010.082
29089UBE2TLZE7THumanEsophagusESCC3.01e-106.74e-010.0667
29089UBE2TLZE20THumanEsophagusESCC4.98e-021.07e-010.0662
29089UBE2TLZE22THumanEsophagusESCC1.54e-045.96e-010.068
29089UBE2TLZE24THumanEsophagusESCC2.54e-143.37e-010.0596
29089UBE2TLZE6THumanEsophagusESCC1.16e-113.85e-010.0845
29089UBE2TP1T-EHumanEsophagusESCC1.64e-053.19e-010.0875
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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:000020917EsophagusESCCprotein polyubiquitination170/8552236/187231.40e-161.09e-14170
GO:007093617EsophagusESCCprotein K48-linked ubiquitination55/855265/187238.42e-112.58e-0955
GO:00065136EsophagusESCCprotein monoubiquitination53/855267/187232.11e-084.03e-0753
GO:007097912EsophagusESCCprotein K11-linked ubiquitination27/855229/187238.09e-081.39e-0627
GO:007053413EsophagusESCCprotein K63-linked ubiquitination44/855256/187234.84e-076.50e-0644
GO:00518658EsophagusESCCprotein autoubiquitination47/855273/187239.72e-044.93e-0347
GO:000020921LiverHCCprotein polyubiquitination151/7958236/187231.90e-117.59e-10151
GO:007093621LiverHCCprotein K48-linked ubiquitination52/795865/187236.70e-102.11e-0852
GO:00709791LiverHCCprotein K11-linked ubiquitination24/795829/187231.04e-051.20e-0424
GO:007053411LiverHCCprotein K63-linked ubiquitination39/795856/187233.63e-053.61e-0439
GO:000651311LiverHCCprotein monoubiquitination44/795867/187231.08e-049.22e-0444
GO:00518654LiverHCCprotein autoubiquitination42/795873/187236.78e-032.73e-0242
GO:000020910Oral cavityOSCCprotein polyubiquitination150/7305236/187231.59e-149.27e-13150
GO:00709369Oral cavityOSCCprotein K48-linked ubiquitination53/730565/187232.47e-121.02e-1053
GO:00709793Oral cavityOSCCprotein K11-linked ubiquitination26/730529/187232.05e-084.01e-0726
GO:00065135Oral cavityOSCCprotein monoubiquitination47/730567/187232.32e-073.68e-0647
GO:00705344Oral cavityOSCCprotein K63-linked ubiquitination37/730556/187233.74e-053.32e-0437
GO:00518657Oral cavityOSCCprotein autoubiquitination40/730573/187234.45e-031.79e-0240
GO:007093616Oral cavityLPprotein K48-linked ubiquitination32/462365/187231.61e-052.81e-0432
GO:000020915Oral cavityLPprotein polyubiquitination82/4623236/187233.23e-043.26e-0382
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
UBE2TSNVMissense_Mutationc.475G>Ap.Glu159Lysp.E159KQ9NPD8protein_codingtolerated(0.54)benign(0.038)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
UBE2TSNVMissense_Mutationc.104G>Ap.Arg35Glnp.R35QQ9NPD8protein_codingtolerated(0.27)benign(0.014)TCGA-D8-A1JG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
UBE2TSNVMissense_Mutationc.361N>Ap.Asp121Asnp.D121NQ9NPD8protein_codingdeleterious(0.02)possibly_damaging(0.675)TCGA-LP-A4AX-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
UBE2TdeletionFrame_Shift_Delc.59delNp.Pro20GlnfsTer20p.P20Qfs*20Q9NPD8protein_codingTCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
UBE2TinsertionFrame_Shift_Insnovelc.183_184insAAp.Pro62AsnfsTer48p.P62Nfs*48Q9NPD8protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
UBE2TinsertionNonsense_Mutationnovelc.182_183insGAGTp.Tyr61Terp.Y61*Q9NPD8protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
UBE2TSNVMissense_Mutationnovelc.337C>Ap.Leu113Metp.L113MQ9NPD8protein_codingtolerated(0.07)benign(0.28)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
UBE2TSNVMissense_Mutationnovelc.294N>Tp.Trp98Cysp.W98CQ9NPD8protein_codingdeleterious(0.02)probably_damaging(0.982)TCGA-EY-A215-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
UBE2TdeletionFrame_Shift_Delc.59delNp.Pro20GlnfsTer20p.P20Qfs*20Q9NPD8protein_codingTCGA-D1-A175-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
UBE2TdeletionFrame_Shift_Delc.59delNp.Pro20GlnfsTer20p.P20Qfs*20Q9NPD8protein_codingTCGA-EY-A547-01Endometriumuterine 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
29089UBE2TENZYME, DNA REPAIR, CLINICALLY ACTIONABLEMK-2206MK-2206
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