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: NPEPPS

Gene summary for NPEPPS

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NPEPPS

Gene ID

9520

Gene nameaminopeptidase puromycin sensitive
Gene AliasAAP-S
Cytomap17q21.32
Gene Typeprotein-coding
GO ID

GO:0000209

UniProtAcc

B7Z899


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
9520NPEPPSCA_HPV_1HumanCervixCC1.84e-02-1.21e-010.0264
9520NPEPPSCCI_1HumanCervixCC7.01e-131.89e+000.528
9520NPEPPSCCI_2HumanCervixCC4.26e-111.09e+000.5249
9520NPEPPSCCI_3HumanCervixCC3.86e-099.56e-010.516
9520NPEPPSsample3HumanCervixCC2.63e-052.33e-010.1387
9520NPEPPSL1HumanCervixCC1.50e-043.31e-010.0802
9520NPEPPST3HumanCervixCC9.94e-052.41e-010.1389
9520NPEPPSHTA11_3410_2000001011HumanColorectumAD1.13e-19-6.76e-010.0155
9520NPEPPSHTA11_2487_2000001011HumanColorectumSER4.33e-02-3.85e-01-0.1808
9520NPEPPSHTA11_3361_2000001011HumanColorectumAD4.47e-07-5.41e-01-0.1207
9520NPEPPSHTA11_696_2000001011HumanColorectumAD6.47e-03-3.21e-01-0.1464
9520NPEPPSHTA11_7862_2000001011HumanColorectumAD3.28e-02-5.39e-01-0.0179
9520NPEPPSHTA11_866_3004761011HumanColorectumAD1.76e-07-5.40e-010.096
9520NPEPPSHTA11_10711_2000001011HumanColorectumAD1.37e-02-5.07e-010.0338
9520NPEPPSHTA11_7696_3000711011HumanColorectumAD1.73e-10-4.27e-010.0674
9520NPEPPSHTA11_6818_2000001021HumanColorectumAD5.45e-03-5.20e-010.0588
9520NPEPPSHTA11_99999970781_79442HumanColorectumMSS1.91e-06-4.08e-010.294
9520NPEPPSHTA11_99999973899_84307HumanColorectumMSS4.77e-02-5.00e-010.2585
9520NPEPPSHTA11_99999974143_84620HumanColorectumMSS6.95e-12-4.11e-010.3005
9520NPEPPSA001-C-207HumanColorectumFAP7.77e-04-2.18e-010.1278
Page: 1 2 3 4 5 6 7 8 9 10 

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
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
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
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.

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:00725949CervixCCestablishment of protein localization to organelle99/2311422/187231.23e-102.11e-0899
GO:190382910CervixCCpositive regulation of cellular protein localization72/2311276/187233.20e-104.46e-0872
GO:005122210CervixCCpositive regulation of protein transport72/2311303/187232.36e-081.70e-0672
GO:190495110CervixCCpositive regulation of establishment of protein localization73/2311319/187239.69e-085.25e-0673
GO:00002097CervixCCprotein polyubiquitination58/2311236/187231.57e-077.41e-0658
GO:00068399CervixCCmitochondrial transport60/2311254/187234.21e-071.67e-0560
GO:000660510CervixCCprotein targeting68/2311314/187232.17e-066.55e-0568
GO:00903167CervixCCpositive regulation of intracellular protein transport41/2311160/187233.24e-068.80e-0541
GO:00323868CervixCCregulation of intracellular transport71/2311337/187233.70e-069.74e-0571
GO:00331579CervixCCregulation of intracellular protein transport52/2311229/187238.16e-061.88e-0452
GO:00705859CervixCCprotein localization to mitochondrion33/2311125/187231.46e-052.90e-0433
GO:00323889CervixCCpositive regulation of intracellular transport46/2311202/187232.45e-054.24e-0446
GO:00726559CervixCCestablishment of protein localization to mitochondrion31/2311120/187234.13e-056.36e-0431
GO:000166610CervixCCresponse to hypoxia61/2311307/187231.04e-041.34e-0361
GO:007048210CervixCCresponse to oxygen levels67/2311347/187231.21e-041.51e-0367
GO:003629310CervixCCresponse to decreased oxygen levels62/2311322/187232.29e-042.57e-0362
GO:00066269CervixCCprotein targeting to mitochondrion25/2311100/187233.80e-043.89e-0325
GO:00714539CervixCCcellular response to oxygen levels38/2311177/187234.23e-044.27e-0338
GO:00362949CervixCCcellular response to decreased oxygen levels35/2311161/187235.49e-045.29e-0335
GO:00714566CervixCCcellular response to hypoxia33/2311151/187237.06e-046.41e-0333
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 

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
NPEPPSSNVMissense_Mutationc.1013C>Gp.Ser338Cysp.S338CP55786protein_codingdeleterious(0)probably_damaging(0.992)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
NPEPPSSNVMissense_Mutationc.2219N>Tp.Ser740Phep.S740FP55786protein_codingdeleterious(0)possibly_damaging(0.726)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
NPEPPSSNVMissense_Mutationc.2227C>Gp.Leu743Valp.L743VP55786protein_codingdeleterious(0)possibly_damaging(0.629)TCGA-C8-A27B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
NPEPPSdeletionFrame_Shift_Delnovelc.1864delCp.Leu622SerfsTer13p.L622Sfs*13P55786protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
NPEPPSSNVMissense_Mutationrs748154171c.2432N>Tp.Ser811Leup.S811LP55786protein_codingtolerated(0.19)benign(0.028)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
NPEPPSSNVMissense_Mutationc.769N>Ap.Glu257Lysp.E257KP55786protein_codingdeleterious(0.03)possibly_damaging(0.457)TCGA-C5-A7UH-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
NPEPPSSNVMissense_Mutationc.916N>Cp.Asp306Hisp.D306HP55786protein_codingdeleterious(0)probably_damaging(1)TCGA-C5-A7UH-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
NPEPPSSNVMissense_Mutationnovelc.1705N>Tp.Val569Phep.V569FP55786protein_codingtolerated(0.14)benign(0.015)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NPEPPSSNVMissense_Mutationrs746589578c.153C>Gp.Phe51Leup.F51LP55786protein_codingdeleterious(0.01)benign(0.424)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NPEPPSSNVMissense_Mutationc.95C>Tp.Ser32Phep.S32FP55786protein_codingdeleterious_low_confidence(0.04)benign(0)TCGA-MU-A51Y-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 

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
9520NPEPPSPROTEASE, ENZYME, DRUGGABLE GENOMECHR-2797TOSEDOSTAT
9520NPEPPSPROTEASE, ENZYME, DRUGGABLE GENOMEinhibitorCHEMBL2103847TOSEDOSTAT
9520NPEPPSPROTEASE, ENZYME, DRUGGABLE GENOMEinhibitor252166871ANTAQ
Page: 1