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: USP25

Gene summary for USP25

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

USP25

Gene ID

29761

Gene nameubiquitin specific peptidase 25
Gene AliasUSP21
Cytomap21q21.1
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9UHP3


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
29761USP25CCI_1HumanCervixCC3.76e-046.88e-010.528
29761USP25CCI_2HumanCervixCC3.11e-091.25e+000.5249
29761USP25CCI_3HumanCervixCC2.61e-119.84e-010.516
29761USP25HTA11_3410_2000001011HumanColorectumAD8.98e-27-7.80e-010.0155
29761USP25HTA11_2487_2000001011HumanColorectumSER5.94e-11-6.48e-01-0.1808
29761USP25HTA11_2951_2000001011HumanColorectumAD6.36e-05-8.56e-010.0216
29761USP25HTA11_1938_2000001011HumanColorectumAD4.47e-02-4.72e-01-0.0811
29761USP25HTA11_3361_2000001011HumanColorectumAD2.00e-11-7.55e-01-0.1207
29761USP25HTA11_83_2000001011HumanColorectumSER3.99e-06-5.76e-01-0.1526
29761USP25HTA11_696_2000001011HumanColorectumAD1.33e-20-5.72e-01-0.1464
29761USP25HTA11_866_2000001011HumanColorectumAD4.18e-15-4.91e-01-0.1001
29761USP25HTA11_1391_2000001011HumanColorectumAD1.18e-13-6.03e-01-0.059
29761USP25HTA11_5212_2000001011HumanColorectumAD6.70e-04-7.08e-01-0.2061
29761USP25HTA11_546_2000001011HumanColorectumAD2.22e-04-6.05e-01-0.0842
29761USP25HTA11_7862_2000001011HumanColorectumAD6.37e-04-6.71e-01-0.0179
29761USP25HTA11_866_3004761011HumanColorectumAD8.09e-12-5.83e-010.096
29761USP25HTA11_9408_2000001011HumanColorectumAD4.81e-03-8.41e-010.0451
29761USP25HTA11_8622_2000001021HumanColorectumSER1.96e-02-6.36e-010.0528
29761USP25HTA11_10623_2000001011HumanColorectumAD3.50e-02-5.19e-01-0.0177
29761USP25HTA11_10711_2000001011HumanColorectumAD3.07e-05-5.36e-010.0338
Page: 1 2 3 4 5 

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
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
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
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
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
∗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:004217610CervixCCregulation of protein catabolic process104/2311391/187239.39e-159.36e-12104
GO:190336210CervixCCregulation of cellular protein catabolic process72/2311255/187235.98e-122.10e-0972
GO:001049810CervixCCproteasomal protein catabolic process111/2311490/187238.98e-111.58e-08111
GO:190305010CervixCCregulation of proteolysis involved in cellular protein catabolic process60/2311221/187231.82e-091.98e-0760
GO:004586110CervixCCnegative regulation of proteolysis80/2311351/187232.88e-081.98e-0680
GO:003133010CervixCCnegative regulation of cellular catabolic process63/2311262/187231.10e-075.68e-0663
GO:006113610CervixCCregulation of proteasomal protein catabolic process48/2311187/187234.63e-071.77e-0548
GO:190589710CervixCCregulation of response to endoplasmic reticulum stress27/231182/187239.24e-073.25e-0527
GO:000989510CervixCCnegative regulation of catabolic process69/2311320/187232.15e-066.55e-0569
GO:003497610CervixCCresponse to endoplasmic reticulum stress57/2311256/187235.81e-061.42e-0457
GO:19033639CervixCCnegative regulation of cellular protein catabolic process24/231175/187236.43e-061.55e-0424
GO:190357310CervixCCnegative regulation of response to endoplasmic reticulum stress17/231144/187238.57e-061.97e-0417
GO:19030519CervixCCnegative regulation of proteolysis involved in cellular protein catabolic process20/231164/187235.44e-058.04e-0420
GO:004217710CervixCCnegative regulation of protein catabolic process30/2311121/187231.23e-041.53e-0330
GO:19017995CervixCCnegative regulation of proteasomal protein catabolic process13/231149/187235.34e-033.10e-0213
GO:00711083CervixCCprotein K48-linked deubiquitination10/231135/187237.99e-034.18e-0210
GO:0042176ColorectumADregulation of protein catabolic process160/3918391/187231.06e-197.34e-17160
GO:1903362ColorectumADregulation of cellular protein catabolic process109/3918255/187232.14e-156.08e-13109
GO:0010498ColorectumADproteasomal protein catabolic process174/3918490/187233.18e-147.66e-12174
GO:0009895ColorectumADnegative regulation of catabolic process124/3918320/187231.66e-133.35e-11124
Page: 1 2 3 4 5 6 7 8 9 10 11 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0465718CervixCCIL-17 signaling pathway31/126794/84658.71e-067.43e-054.39e-0531
hsa0465719CervixCCIL-17 signaling pathway31/126794/84658.71e-067.43e-054.39e-0531
hsa0465720EndometriumEECIL-17 signaling pathway23/123794/84657.61e-033.63e-022.71e-0223
hsa04657110EndometriumEECIL-17 signaling pathway23/123794/84657.61e-033.63e-022.71e-0223
hsa0465714LungIACIL-17 signaling pathway20/105394/84651.05e-023.90e-022.59e-0220
hsa0465715LungIACIL-17 signaling pathway20/105394/84651.05e-023.90e-022.59e-0220
hsa0465723ProstateBPHIL-17 signaling pathway30/171894/84655.14e-031.73e-021.07e-0230
hsa04657111ProstateBPHIL-17 signaling pathway30/171894/84655.14e-031.73e-021.07e-0230
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
USP25SNVMissense_Mutationc.2039N>Ap.Thr680Lysp.T680KQ9UHP3protein_codingtolerated(0.39)benign(0.02)TCGA-A2-A0T0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
USP25SNVMissense_Mutationc.682N>Gp.Leu228Valp.L228VQ9UHP3protein_codingdeleterious(0)probably_damaging(0.966)TCGA-A2-A0YH-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
USP25SNVMissense_Mutationnovelc.104T>Cp.Ile35Thrp.I35TQ9UHP3protein_codingtolerated(0.08)benign(0.149)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
USP25SNVMissense_Mutationc.381A>Tp.Gln127Hisp.Q127HQ9UHP3protein_codingdeleterious(0.02)probably_damaging(0.93)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
USP25SNVMissense_Mutationrs758225327c.3040N>Ap.Glu1014Lysp.E1014KQ9UHP3protein_codingtolerated(0.22)benign(0.441)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
USP25SNVMissense_Mutationc.1828N>Ap.Ala610Thrp.A610TQ9UHP3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
USP25SNVMissense_Mutationnovelc.1520N>Tp.Ser507Leup.S507LQ9UHP3protein_codingtolerated(0.26)benign(0)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
USP25SNVMissense_Mutationnovelc.1119N>Tp.Glu373Aspp.E373DQ9UHP3protein_codingdeleterious(0)probably_damaging(0.986)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
USP25SNVMissense_Mutationc.1164A>Cp.Lys388Asnp.K388NQ9UHP3protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
USP25SNVMissense_Mutationnovelc.2705N>Ap.Arg902Lysp.R902KQ9UHP3protein_codingtolerated(0.75)benign(0.025)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 

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