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: ENGASE

Gene summary for ENGASE

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ENGASE

Gene ID

64772

Gene nameendo-beta-N-acetylglucosaminidase
Gene AliasENGASE
Cytomap17q25.3
Gene Typeprotein-coding
GO ID

GO:0006457

UniProtAcc

Q8NFI3


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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
64772ENGASEHTA11_3410_2000001011HumanColorectumAD9.91e-031.51e-010.0155
64772ENGASEHTA11_866_3004761011HumanColorectumAD5.44e-073.42e-010.096
64772ENGASEHTA11_7696_3000711011HumanColorectumAD1.30e-022.23e-010.0674
64772ENGASEHTA11_99999971662_82457HumanColorectumMSS1.14e-085.50e-010.3859
64772ENGASEHTA11_99999974143_84620HumanColorectumMSS9.04e-105.71e-010.3005
64772ENGASEA015-C-203HumanColorectumFAP1.38e-073.43e-01-0.1294
64772ENGASEA002-C-201HumanColorectumFAP1.12e-085.54e-010.0324
64772ENGASEA002-C-203HumanColorectumFAP1.21e-033.82e-010.2786
64772ENGASEA002-C-021HumanColorectumFAP6.84e-063.61e-010.1171
64772ENGASEA002-C-205HumanColorectumFAP1.19e-022.55e-01-0.1236
64772ENGASEA002-C-114HumanColorectumFAP4.53e-043.67e-01-0.1561
64772ENGASEA015-C-104HumanColorectumFAP5.24e-032.22e-01-0.1899
64772ENGASEA015-C-202HumanColorectumFAP7.51e-053.80e-01-0.0849
64772ENGASEA002-C-116HumanColorectumFAP3.81e-033.23e-02-0.0452
64772ENGASEA014-C-008HumanColorectumFAP2.34e-044.36e-01-0.191
64772ENGASECRC-1-8810HumanColorectumCRC2.11e-065.34e-010.6257
64772ENGASECRC-3-11773HumanColorectumCRC5.11e-115.34e-010.2564
64772ENGASELZE24THumanEsophagusESCC1.88e-051.07e-010.0596
64772ENGASEP1T-EHumanEsophagusESCC1.89e-021.29e-010.0875
64772ENGASEP2T-EHumanEsophagusESCC9.38e-091.45e-010.1177
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:0006457ColorectumADprotein folding73/3918212/187233.24e-069.10e-0573
GO:00064572ColorectumMSSprotein folding71/3467212/187231.25e-075.91e-0671
GO:00064574ColorectumFAPprotein folding44/2622212/187234.36e-032.98e-0244
GO:0006457110EsophagusESCCprotein folding163/8552212/187231.13e-201.74e-18163
GO:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
GO:00065173EsophagusESCCprotein deglycosylation19/855226/187234.31e-031.71e-0219
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
ENGASESNVMissense_Mutationc.1040C>Tp.Ser347Leup.S347LQ8NFI3protein_codingdeleterious(0)probably_damaging(0.918)TCGA-AO-A03O-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
ENGASESNVMissense_Mutationrs200087247c.1882N>Tp.Arg628Cysp.R628CQ8NFI3protein_codingtolerated(0.19)benign(0.003)TCGA-AR-A1AP-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
ENGASESNVMissense_Mutationc.628N>Cp.Glu210Glnp.E210QQ8NFI3protein_codingtolerated(0.05)benign(0.338)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ENGASEinsertionNonsense_Mutationnovelc.743_744insATGCAATAACTTTTTAATATAAp.Met248IlefsTer8p.M248Ifs*8Q8NFI3protein_codingTCGA-A8-A0A1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ENGASEinsertionNonsense_Mutationnovelc.1468_1469insTTCACTAAp.Pro490LeufsTer3p.P490Lfs*3Q8NFI3protein_codingTCGA-A8-A0A1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ENGASEinsertionFrame_Shift_Insnovelc.486_487insTTp.Tyr163PhefsTer72p.Y163Ffs*72Q8NFI3protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ENGASEinsertionNonsense_Mutationnovelc.488_489insGATGAAACTGGTCCATTTGCTTCTAAGTGTTp.Tyr163Terp.Y163*Q8NFI3protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ENGASEdeletionFrame_Shift_Delnovelc.693delNp.Trp232GlyfsTer2p.W232Gfs*2Q8NFI3protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ENGASESNVMissense_Mutationrs200445672c.757N>Tp.Arg253Trpp.R253WQ8NFI3protein_codingdeleterious(0.01)benign(0.062)TCGA-C5-A1BK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ENGASESNVMissense_Mutationrs758339425c.632N>Ap.Arg211Hisp.R211HQ8NFI3protein_codingtolerated(0.12)benign(0.01)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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
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