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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: USP53

Gene summary for USP53

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

USP53

Gene ID

54532

Gene nameubiquitin specific peptidase 53
Gene AliasUSP53
Cytomap4q26
Gene Typeprotein-coding
GO ID

GO:0001508

UniProtAcc

Q70EK8


Top

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
54532USP53A015-C-005HumanColorectumFAP8.89e-06-3.54e-01-0.0336
54532USP53A015-C-006HumanColorectumFAP3.93e-30-8.85e-01-0.0994
54532USP53A015-C-106HumanColorectumFAP3.02e-17-4.73e-01-0.0511
54532USP53A002-C-114HumanColorectumFAP3.08e-24-5.12e-01-0.1561
54532USP53A015-C-104HumanColorectumFAP9.01e-39-6.32e-01-0.1899
54532USP53A001-C-014HumanColorectumFAP1.13e-20-3.78e-010.0135
54532USP53A002-C-016HumanColorectumFAP6.27e-36-6.11e-010.0521
54532USP53A015-C-002HumanColorectumFAP2.30e-20-6.71e-01-0.0763
54532USP53A001-C-007HumanColorectumCRC2.93e-03-4.74e-010.1899
54532USP53A001-C-203HumanColorectumFAP7.49e-11-2.51e-01-0.0481
54532USP53A002-C-116HumanColorectumFAP2.67e-43-5.71e-01-0.0452
54532USP53A014-C-008HumanColorectumFAP3.76e-20-6.00e-01-0.191
54532USP53A018-E-020HumanColorectumFAP2.67e-27-4.99e-01-0.2034
54532USP53F034HumanColorectumFAP2.11e-28-4.62e-01-0.0665
54532USP53F072BHumanColorectumFAP3.22e-05-9.47e-020.257
54532USP53CRC-1-8810HumanColorectumCRC5.54e-33-7.02e-010.6257
54532USP53CRC-3-11773HumanColorectumCRC5.41e-12-4.15e-010.2564
54532USP53AEH-subject1HumanEndometriumAEH1.27e-054.66e-01-0.3059
54532USP53AEH-subject4HumanEndometriumAEH3.52e-054.50e-01-0.2657
54532USP53AEH-subject5HumanEndometriumAEH6.81e-177.59e-01-0.2953
Page: 1 2 3 4 5 6 7 8 9 10 

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
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00709979BreastPrecancerneuron death50/1080361/187237.75e-095.70e-0750
GO:00514029BreastPrecancerneuron apoptotic process38/1080246/187232.68e-081.75e-0638
GO:00096126BreastPrecancerresponse to mechanical stimulus23/1080216/187233.41e-032.85e-0223
GO:007099714BreastIDCneuron death57/1434361/187231.31e-077.38e-0657
GO:005140213BreastIDCneuron apoptotic process42/1434246/187237.21e-073.35e-0542
GO:000961211BreastIDCresponse to mechanical stimulus34/1434216/187234.59e-051.03e-0334
GO:00423912BreastIDCregulation of membrane potential49/1434434/187234.04e-033.25e-0249
GO:00015082BreastIDCaction potential19/1434134/187236.62e-034.62e-0219
GO:007099724BreastDCISneuron death57/1390361/187234.56e-082.84e-0657
GO:005140222BreastDCISneuron apoptotic process43/1390246/187231.16e-076.13e-0643
GO:000961221BreastDCISresponse to mechanical stimulus32/1390216/187231.36e-042.33e-0332
GO:00423911BreastDCISregulation of membrane potential47/1390434/187235.87e-034.20e-0247
GO:00096127CervixCCresponse to mechanical stimulus48/2311216/187233.23e-055.29e-0448
GO:007099710CervixCCneuron death70/2311361/187237.50e-051.03e-0370
GO:005140210CervixCCneuron apoptotic process49/2311246/187234.48e-044.48e-0349
GO:0070997ColorectumADneuron death114/3918361/187231.13e-063.72e-05114
GO:0051402ColorectumADneuron apoptotic process77/3918246/187238.07e-051.28e-0377
GO:00709971ColorectumSERneuron death84/2897361/187235.76e-051.35e-0384
GO:00514021ColorectumSERneuron apoptotic process60/2897246/187231.65e-043.13e-0360
GO:00709972ColorectumMSSneuron death97/3467361/187235.21e-059.31e-0497
Page: 1 2 3 4 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
USP53SNVMissense_Mutationnovelc.268N>Ap.Glu90Lysp.E90KQ70EK8protein_codingdeleterious(0.01)probably_damaging(0.991)TCGA-5T-A9QA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolSD
USP53SNVMissense_Mutationnovelc.671N>Tp.Cys224Phep.C224FQ70EK8protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A8OQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
USP53SNVMissense_Mutationc.383N>Cp.Leu128Serp.L128SQ70EK8protein_codingdeleterious(0)probably_damaging(0.983)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
USP53SNVMissense_Mutationc.1505N>Gp.His502Argp.H502RQ70EK8protein_codingtolerated(0.19)benign(0.024)TCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
USP53SNVMissense_Mutationc.884N>Ap.Ile295Asnp.I295NQ70EK8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AR-A0TR-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
USP53SNVMissense_Mutationc.1348C>Gp.Leu450Valp.L450VQ70EK8protein_codingtolerated(0.21)benign(0.039)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
USP53SNVMissense_Mutationrs749089898c.2362G>Ap.Glu788Lysp.E788KQ70EK8protein_codingtolerated_low_confidence(0.06)possibly_damaging(0.551)TCGA-AR-A2LE-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenPD
USP53SNVMissense_Mutationc.2780N>Tp.Lys927Metp.K927MQ70EK8protein_codingdeleterious_low_confidence(0)probably_damaging(0.998)TCGA-D8-A1Y0-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycyclophosphamide+methotrexatum+fluorouracillumSD
USP53SNVMissense_Mutationrs766783806c.2210G>Ap.Arg737Hisp.R737HQ70EK8protein_codingtolerated_low_confidence(0.66)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
USP53SNVMissense_Mutationc.310N>Ap.Glu104Lysp.E104KQ70EK8protein_codingtolerated(0.22)possibly_damaging(0.759)TCGA-C5-A1BK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 10 

Top

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
Page: 1