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: B3GNTL1

Gene summary for B3GNTL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

B3GNTL1

Gene ID

146712

Gene nameUDP-GlcNAc:betaGal beta-1,3-N-acetylglucosaminyltransferase like 1
Gene Alias3-Gn-T8
Cytomap17q25.3
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

A0A024R8X6


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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
146712B3GNTL1HCC1_MengHumanLiverHCC6.01e-243.74e-020.0246
146712B3GNTL1HCC2_MengHumanLiverHCC3.59e-053.88e-020.0107
146712B3GNTL1S014HumanLiverHCC1.25e-021.52e-010.2254
146712B3GNTL1S015HumanLiverHCC3.96e-051.38e-010.2375
146712B3GNTL1S027HumanLiverHCC5.82e-044.17e-010.2446
146712B3GNTL1S028HumanLiverHCC2.42e-155.26e-010.2503
146712B3GNTL1S029HumanLiverHCC8.93e-236.09e-010.2581
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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
∗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
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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
B3GNTL1SNVMissense_Mutationnovelc.997N>Ap.Val333Metp.V333MQ67FW5protein_codingtolerated(0.07)probably_damaging(0.935)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
B3GNTL1SNVMissense_Mutationc.779G>Ap.Arg260Hisp.R260HQ67FW5protein_codingtolerated(1)benign(0)TCGA-CM-6161-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
B3GNTL1SNVMissense_Mutationc.82N>Gp.Asn28Aspp.N28DQ67FW5protein_codingdeleterious(0.05)probably_damaging(0.999)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
B3GNTL1SNVMissense_Mutationnovelc.147N>Ap.Met49Ilep.M49IQ67FW5protein_codingtolerated(0.43)benign(0.001)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
B3GNTL1SNVMissense_Mutationrs111333063c.130G>Tp.Asp44Tyrp.D44YQ67FW5protein_codingdeleterious(0)probably_damaging(0.925)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
B3GNTL1SNVMissense_Mutationnovelc.961C>Tp.His321Tyrp.H321YQ67FW5protein_codingdeleterious(0.05)possibly_damaging(0.463)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
B3GNTL1SNVMissense_Mutationrs769610364c.341N>Tp.Ser114Leup.S114LQ67FW5protein_codingtolerated(0.06)possibly_damaging(0.657)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
B3GNTL1SNVMissense_Mutationnovelc.749N>Cp.Val250Alap.V250AQ67FW5protein_codingdeleterious(0.03)benign(0.061)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
B3GNTL1SNVMissense_Mutationnovelc.787N>Ap.Ala263Thrp.A263TQ67FW5protein_codingtolerated(0.39)benign(0.001)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
B3GNTL1SNVMissense_Mutationrs776592296c.718N>Ap.Val240Ilep.V240IQ67FW5protein_codingtolerated(0.53)benign(0.014)TCGA-EO-A22S-01Endometriumuterine corpus endometrioid carcinomaFemale<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
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