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: UCHL1

Gene summary for UCHL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UCHL1

Gene ID

7345

Gene nameubiquitin C-terminal hydrolase L1
Gene AliasHEL-117
Cytomap4p13
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

P09936


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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
7345UCHL1sample1HumanCervixCC5.15e-215.30e-010.0959
7345UCHL1T1HumanCervixCC5.31e-193.84e-010.0918
7345UCHL1LZE2THumanEsophagusESCC1.57e-111.86e+000.082
7345UCHL1LZE4THumanEsophagusESCC8.39e-401.68e+000.0811
7345UCHL1LZE7THumanEsophagusESCC4.18e-272.21e+000.0667
7345UCHL1LZE6THumanEsophagusESCC2.17e-122.06e+000.0845
7345UCHL1P2T-EHumanEsophagusESCC1.30e-752.11e+000.1177
7345UCHL1P5T-EHumanEsophagusESCC8.28e-082.84e-010.1327
7345UCHL1P10T-EHumanEsophagusESCC5.18e-871.78e+000.116
7345UCHL1P11T-EHumanEsophagusESCC3.72e-241.98e+000.1426
7345UCHL1P12T-EHumanEsophagusESCC2.09e-641.93e+000.1122
7345UCHL1P15T-EHumanEsophagusESCC1.68e-441.97e+000.1149
7345UCHL1P16T-EHumanEsophagusESCC4.89e-196.74e-010.1153
7345UCHL1P19T-EHumanEsophagusESCC1.78e-051.08e+000.1662
7345UCHL1P21T-EHumanEsophagusESCC1.67e-762.86e+000.1617
7345UCHL1P22T-EHumanEsophagusESCC1.53e-051.59e-010.1236
7345UCHL1P24T-EHumanEsophagusESCC8.36e-115.43e-010.1287
7345UCHL1P26T-EHumanEsophagusESCC5.87e-081.42e-010.1276
7345UCHL1P27T-EHumanEsophagusESCC2.69e-461.50e+000.1055
7345UCHL1P28T-EHumanEsophagusESCC3.17e-144.18e-010.1149
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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
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
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:001049810CervixCCproteasomal protein catabolic process111/2311490/187238.98e-111.58e-08111
GO:004316110CervixCCproteasome-mediated ubiquitin-dependent protein catabolic process91/2311412/187231.65e-081.25e-0691
GO:00719007CervixCCregulation of protein serine/threonine kinase activity75/2311359/187232.76e-068.02e-0575
GO:005134810CervixCCnegative regulation of transferase activity60/2311268/187232.77e-068.02e-0560
GO:004593610CervixCCnegative regulation of phosphate metabolic process88/2311441/187232.92e-068.27e-0588
GO:001056310CervixCCnegative regulation of phosphorus metabolic process88/2311442/187233.21e-068.77e-0588
GO:004232610CervixCCnegative regulation of phosphorylation77/2311385/187231.09e-052.38e-0477
GO:00615647CervixCCaxon development89/2311467/187231.71e-053.27e-0489
GO:000193310CervixCCnegative regulation of protein phosphorylation69/2311342/187232.29e-054.01e-0469
GO:00516567CervixCCestablishment of organelle localization76/2311390/187233.17e-055.21e-0476
GO:000646910CervixCCnegative regulation of protein kinase activity47/2311212/187234.13e-056.36e-0447
GO:00336739CervixCCnegative regulation of kinase activity50/2311237/187239.22e-051.21e-0350
GO:00074097CervixCCaxonogenesis78/2311418/187231.14e-041.43e-0378
GO:00162367CervixCCmacroautophagy58/2311291/187231.40e-041.70e-0358
GO:00105067CervixCCregulation of autophagy61/2311317/187232.61e-042.87e-0361
GO:00307057CervixCCcytoskeleton-dependent intracellular transport40/2311195/187237.92e-046.99e-0340
GO:00426924CervixCCmuscle cell differentiation69/2311384/187238.12e-047.09e-0369
GO:00434099CervixCCnegative regulation of MAPK cascade37/2311180/187231.17e-039.50e-0337
GO:00516541CervixCCestablishment of mitochondrion localization10/231129/187231.74e-031.31e-0210
GO:00094109CervixCCresponse to xenobiotic stimulus78/2311462/187232.39e-031.70e-0278
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0502218CervixCCPathways of neurodegeneration - multiple diseases128/1267476/84652.87e-129.29e-115.50e-11128
hsa0502219CervixCCPathways of neurodegeneration - multiple diseases128/1267476/84652.87e-129.29e-115.50e-11128
hsa05012211EsophagusESCCParkinson disease201/4205266/84651.56e-188.72e-174.46e-17201
hsa05022210EsophagusESCCPathways of neurodegeneration - multiple diseases318/4205476/84656.10e-152.04e-131.05e-13318
hsa05012310EsophagusESCCParkinson disease201/4205266/84651.56e-188.72e-174.46e-17201
hsa0502238EsophagusESCCPathways of neurodegeneration - multiple diseases318/4205476/84656.10e-152.04e-131.05e-13318
hsa0501222LiverHCCParkinson disease198/4020266/84659.40e-201.58e-178.76e-18198
hsa0502222LiverHCCPathways of neurodegeneration - multiple diseases298/4020476/84656.59e-121.30e-107.22e-11298
hsa0501232LiverHCCParkinson disease198/4020266/84659.40e-201.58e-178.76e-18198
hsa0502232LiverHCCPathways of neurodegeneration - multiple diseases298/4020476/84656.59e-121.30e-107.22e-11298
hsa0501230Oral cavityOSCCParkinson disease188/3704266/84651.82e-191.52e-177.75e-18188
hsa0502228Oral cavityOSCCPathways of neurodegeneration - multiple diseases292/3704476/84651.60e-154.47e-142.28e-14292
hsa05012113Oral cavityOSCCParkinson disease188/3704266/84651.82e-191.52e-177.75e-18188
hsa05022112Oral cavityOSCCPathways of neurodegeneration - multiple diseases292/3704476/84651.60e-154.47e-142.28e-14292
hsa05012210Oral cavityLPParkinson disease166/2418266/84652.02e-313.36e-292.17e-29166
hsa0502229Oral cavityLPPathways of neurodegeneration - multiple diseases232/2418476/84657.77e-223.69e-202.38e-20232
hsa0501238Oral cavityLPParkinson disease166/2418266/84652.02e-313.36e-292.17e-29166
hsa0502237Oral cavityLPPathways of neurodegeneration - multiple diseases232/2418476/84657.77e-223.69e-202.38e-20232
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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
UCHL1SNVMissense_Mutationnovelc.31G>Cp.Glu11Glnp.E11QP09936protein_codingtolerated(0.07)benign(0.037)TCGA-Q1-A73R-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
UCHL1SNVMissense_Mutationrs139583787c.457C>Tp.Arg153Trpp.R153WP09936protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
UCHL1SNVMissense_Mutationrs770039881c.649N>Ap.Val217Metp.V217MP09936protein_codingtolerated(0.13)possibly_damaging(0.696)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
UCHL1SNVMissense_Mutationnovelc.466G>Tp.Asp156Tyrp.D156YP09936protein_codingdeleterious(0)probably_damaging(0.964)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
UCHL1SNVMissense_Mutationnovelc.420G>Tp.Gln140Hisp.Q140HP09936protein_codingtolerated(0.54)possibly_damaging(0.745)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
UCHL1SNVMissense_Mutationc.458G>Ap.Arg153Glnp.R153QP09936protein_codingtolerated(0.16)possibly_damaging(0.753)TCGA-A5-A0VP-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
UCHL1SNVMissense_Mutationrs139583787c.457N>Tp.Arg153Trpp.R153WP09936protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
UCHL1SNVMissense_Mutationrs139583787c.457N>Tp.Arg153Trpp.R153WP09936protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
UCHL1SNVMissense_Mutationnovelc.522N>Cp.Glu174Aspp.E174DP09936protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
UCHL1SNVMissense_Mutationnovelc.23T>Cp.Ile8Thrp.I8TP09936protein_codingtolerated(0.28)probably_damaging(0.992)TCGA-B5-A3FC-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
7345UCHL1DRUGGABLE GENOME, ENZYME, PROTEASEinhibitor252166861
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