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: UCHL3

Gene summary for UCHL3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UCHL3

Gene ID

7347

Gene nameubiquitin C-terminal hydrolase L3
Gene AliasUCH-L3
Cytomap13q22.2
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

A0A087WTB8


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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
7347UCHL3LZE2THumanEsophagusESCC8.65e-052.74e-010.082
7347UCHL3LZE4THumanEsophagusESCC3.94e-032.99e-020.0811
7347UCHL3LZE7THumanEsophagusESCC1.50e-054.37e-010.0667
7347UCHL3LZE20THumanEsophagusESCC1.02e-031.12e-010.0662
7347UCHL3LZE24THumanEsophagusESCC1.01e-174.82e-010.0596
7347UCHL3P1T-EHumanEsophagusESCC2.70e-052.83e-010.0875
7347UCHL3P2T-EHumanEsophagusESCC4.20e-173.99e-010.1177
7347UCHL3P4T-EHumanEsophagusESCC2.60e-298.00e-010.1323
7347UCHL3P5T-EHumanEsophagusESCC3.56e-165.30e-010.1327
7347UCHL3P8T-EHumanEsophagusESCC8.33e-205.81e-010.0889
7347UCHL3P9T-EHumanEsophagusESCC6.72e-194.78e-010.1131
7347UCHL3P10T-EHumanEsophagusESCC2.85e-215.18e-010.116
7347UCHL3P11T-EHumanEsophagusESCC2.05e-106.06e-010.1426
7347UCHL3P12T-EHumanEsophagusESCC8.35e-234.05e-010.1122
7347UCHL3P15T-EHumanEsophagusESCC1.55e-184.22e-010.1149
7347UCHL3P16T-EHumanEsophagusESCC1.67e-131.81e-010.1153
7347UCHL3P17T-EHumanEsophagusESCC5.47e-125.97e-010.1278
7347UCHL3P19T-EHumanEsophagusESCC4.43e-069.79e-010.1662
7347UCHL3P20T-EHumanEsophagusESCC2.64e-235.61e-010.1124
7347UCHL3P21T-EHumanEsophagusESCC8.36e-399.18e-010.1617
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:007064612EsophagusESCCprotein modification by small protein removal95/8552157/187231.25e-048.56e-0495
GO:00165793EsophagusESCCprotein deubiquitination79/8552139/187235.23e-031.97e-0279
GO:00706461LiverHCCprotein modification by small protein removal91/7958157/187236.50e-055.92e-0491
GO:00165791LiverHCCprotein deubiquitination78/7958139/187238.13e-044.87e-0378
GO:0043687LiverHCCpost-translational protein modification24/795837/187235.03e-032.11e-0224
GO:00706462Oral cavityOSCCprotein modification by small protein removal77/7305157/187236.55e-032.43e-0277
GO:00706464SkincSCCprotein modification by small protein removal55/4864157/187237.29e-033.46e-0255
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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
UCHL3SNVMissense_Mutationc.361N>Gp.Lys121Glup.K121EP15374protein_codingtolerated(0.12)benign(0.037)TCGA-A8-A06R-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
UCHL3SNVMissense_Mutationnovelc.366C>Ap.Phe122Leup.F122LP15374protein_codingdeleterious(0.03)possibly_damaging(0.55)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
UCHL3SNVMissense_Mutationnovelc.474G>Tp.Glu158Aspp.E158DP15374protein_codingtolerated(0.17)benign(0.005)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
UCHL3SNVMissense_Mutationrs765533437c.646N>Ap.Asp216Asnp.D216NP15374protein_codingdeleterious(0)possibly_damaging(0.605)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
UCHL3SNVMissense_Mutationnovelc.215N>Cp.Lys72Thrp.K72TP15374protein_codingtolerated(0.05)benign(0.089)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
UCHL3SNVMissense_Mutationnovelc.417G>Tp.Glu139Aspp.E139DP15374protein_codingdeleterious(0.01)benign(0.364)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
UCHL3SNVMissense_Mutationnovelc.514N>Ap.Ala172Thrp.A172TP15374protein_codingtolerated(0.38)possibly_damaging(0.657)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
UCHL3SNVMissense_Mutationnovelc.42G>Tp.Glu14Aspp.E14DP15374protein_codingtolerated(0.34)benign(0.005)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
UCHL3SNVMissense_Mutationnovelc.482N>Tp.Ser161Ilep.S161IP15374protein_codingdeleterious(0.02)benign(0.281)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
UCHL3SNVMissense_Mutationrs746951082c.94N>Ap.Val32Ilep.V32IP15374protein_codingtolerated(0.08)benign(0.081)TCGA-EO-A22R-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
7347UCHL3PROTEASE, DRUGGABLE GENOME, ENZYMEinhibitor252166860
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