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: NAGLU

Gene summary for NAGLU

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NAGLU

Gene ID

4669

Gene nameN-acetyl-alpha-glucosaminidase
Gene AliasCMT2V
Cytomap17q21.2
Gene Typeprotein-coding
GO ID

GO:0001654

UniProtAcc

A0A140VJE4


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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
4669NAGLUHCC1_MengHumanLiverHCC6.46e-612.00e-010.0246
4669NAGLUHCC2_MengHumanLiverHCC8.31e-161.44e-010.0107
4669NAGLUHCC2HumanLiverHCC7.73e-041.53e+000.5341
4669NAGLUPt13.bHumanLiverHCC2.19e-041.41e-010.0251
4669NAGLUS014HumanLiverHCC2.72e-022.31e-010.2254
4669NAGLUS015HumanLiverHCC8.73e-032.77e-010.2375
4669NAGLUS016HumanLiverHCC3.30e-062.64e-010.2243
4669NAGLUS027HumanLiverHCC6.59e-044.85e-010.2446
4669NAGLUS028HumanLiverHCC6.41e-226.21e-010.2503
4669NAGLUS029HumanLiverHCC1.78e-125.34e-010.2581
4669NAGLUC04HumanOral cavityOSCC1.88e-042.57e-010.2633
4669NAGLUC21HumanOral cavityOSCC1.15e-061.90e-010.2678
4669NAGLUC30HumanOral cavityOSCC7.73e-281.31e+000.3055
4669NAGLUC51HumanOral cavityOSCC1.08e-085.45e-010.2674
4669NAGLUC06HumanOral cavityOSCC4.46e-025.45e-010.2699
4669NAGLUC08HumanOral cavityOSCC1.27e-163.44e-010.1919
4669NAGLULN46HumanOral cavityOSCC8.33e-062.80e-010.1666
4669NAGLUSYSMH1HumanOral cavityOSCC8.86e-142.71e-010.1127
4669NAGLUSYSMH2HumanOral cavityOSCC3.86e-203.91e-010.2326
4669NAGLUSYSMH3HumanOral cavityOSCC1.43e-153.41e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:000703311LiverHCCvacuole organization119/7958180/187231.22e-104.25e-09119
GO:000762321LiverHCCcircadian rhythm117/7958210/187237.29e-056.54e-04117
GO:1901136LiverHCCcarbohydrate derivative catabolic process98/7958172/187238.71e-057.62e-0498
GO:00070401LiverHCClysosome organization47/795874/187232.13e-041.63e-0347
GO:00801711LiverHCClytic vacuole organization47/795874/187232.13e-041.63e-0347
GO:004851121LiverHCCrhythmic process156/7958298/187233.54e-042.46e-03156
GO:00070335Oral cavityOSCCvacuole organization115/7305180/187231.11e-114.00e-10115
GO:00070402Oral cavityOSCClysosome organization51/730574/187231.77e-072.87e-0651
GO:00801712Oral cavityOSCClytic vacuole organization51/730574/187231.77e-072.87e-0651
GO:004851116Oral cavityOSCCrhythmic process157/7305298/187231.00e-061.36e-05157
GO:000762316Oral cavityOSCCcircadian rhythm110/7305210/187235.40e-054.48e-04110
GO:19011361Oral cavityOSCCcarbohydrate derivative catabolic process89/7305172/187234.52e-042.73e-0389
GO:000703315ThyroidPTCvacuole organization96/5968180/187231.80e-095.13e-0896
GO:0048511111ThyroidPTCrhythmic process131/5968298/187237.06e-068.33e-05131
GO:0007623111ThyroidPTCcircadian rhythm96/5968210/187231.74e-051.82e-0496
GO:00070405ThyroidPTClysosome organization38/596874/187233.84e-042.58e-0338
GO:00801715ThyroidPTClytic vacuole organization38/596874/187233.84e-042.58e-0338
GO:000703322ThyroidATCvacuole organization100/6293180/187231.07e-092.71e-08100
GO:004851124ThyroidATCrhythmic process141/6293298/187235.58e-077.93e-06141
GO:000762325ThyroidATCcircadian rhythm100/6293210/187231.67e-051.54e-04100
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041422LiverHCCLysosome100/4020132/84652.32e-114.31e-102.40e-10100
hsa041423LiverHCCLysosome100/4020132/84652.32e-114.31e-102.40e-10100
hsa041425Oral cavityOSCCLysosome87/3704132/84651.97e-071.35e-066.86e-0787
hsa0414212Oral cavityOSCCLysosome87/3704132/84651.97e-071.35e-066.86e-0787
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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
NAGLUSNVMissense_Mutationrs779942563c.2144N>Cp.Tyr715Serp.Y715SP54802protein_codingdeleterious(0)probably_damaging(0.967)TCGA-A7-A0DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
NAGLUSNVMissense_Mutationnovelc.1448N>Gp.Tyr483Cysp.Y483CP54802protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
NAGLUinsertionFrame_Shift_Insnovelc.1376_1377insCAGGAAGGGAACAGATCAGCTCAGCCTTTCTp.Glu460ArgfsTer11p.E460Rfs*11P54802protein_codingTCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
NAGLUinsertionFrame_Shift_Insnovelc.394_395insGTTTCp.Tyr132CysfsTer25p.Y132Cfs*25P54802protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NAGLUinsertionIn_Frame_Insnovelc.395_396insCCGTGTTAGp.Tyr132_Gln133insArgValSerp.Y132_Q133insRVSP54802protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NAGLUinsertionFrame_Shift_Insnovelc.1278_1279insTGGAGCACAGTGGCACAATCTCATCTCACTGCAACCTTCGTCTp.Pro427TrpfsTer48p.P427Wfs*48P54802protein_codingTCGA-AN-A0AM-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NAGLUinsertionFrame_Shift_Insnovelc.901_902insTCp.Lys301IlefsTer39p.K301Ifs*39P54802protein_codingTCGA-AO-A0JM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
NAGLUinsertionNonsense_Mutationnovelc.903_904insGATCACGCCATTGCACTCCAGCCTGGGTGACp.Glu302AspfsTer10p.E302Dfs*10P54802protein_codingTCGA-AO-A0JM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
NAGLUSNVMissense_Mutationnovelc.1955N>Cp.Glu652Alap.E652AP54802protein_codingtolerated(0.41)benign(0.061)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
NAGLUSNVMissense_Mutationrs781410675c.2125N>Ap.Val709Ilep.V709IP54802protein_codingtolerated(0.43)benign(0.012)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<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
4669NAGLUENZYME, DRUGGABLE GENOMEN-Acetyl-D-glucosamine
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