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: B3GNT3

Gene summary for B3GNT3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

B3GNT3

Gene ID

10331

Gene nameUDP-GlcNAc:betaGal beta-1,3-N-acetylglucosaminyltransferase 3
Gene AliasB3GAL-T8
Cytomap19p13.11
Gene Typeprotein-coding
GO ID

GO:0000271

UniProtAcc

Q9Y2A9


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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
10331B3GNT3HTA11_411_2000001011HumanColorectumSER1.08e-027.13e-01-0.2602
10331B3GNT3HTA11_2112_2000001011HumanColorectumSER2.20e-057.56e-01-0.2196
10331B3GNT3HTA11_3361_2000001011HumanColorectumAD8.98e-052.99e-01-0.1207
10331B3GNT3HTA11_696_2000001011HumanColorectumAD1.18e-053.76e-01-0.1464
10331B3GNT3HTA11_7696_3000711011HumanColorectumAD3.71e-021.82e-010.0674
10331B3GNT3HTA11_99999971662_82457HumanColorectumMSS3.78e-022.50e-010.3859
10331B3GNT3HTA11_99999974143_84620HumanColorectumMSS5.35e-042.77e-010.3005
10331B3GNT3LZE22THumanEsophagusESCC3.35e-024.77e-010.068
10331B3GNT3LZE24THumanEsophagusESCC1.10e-125.45e-010.0596
10331B3GNT3P5T-EHumanEsophagusESCC2.10e-021.56e-020.1327
10331B3GNT3P8T-EHumanEsophagusESCC6.31e-561.34e+000.0889
10331B3GNT3P15T-EHumanEsophagusESCC3.32e-021.21e-010.1149
10331B3GNT3P17T-EHumanEsophagusESCC3.93e-042.32e-010.1278
10331B3GNT3P21T-EHumanEsophagusESCC2.31e-122.95e-010.1617
10331B3GNT3P23T-EHumanEsophagusESCC1.17e-085.40e-010.108
10331B3GNT3P24T-EHumanEsophagusESCC1.61e-026.88e-020.1287
10331B3GNT3P28T-EHumanEsophagusESCC1.03e-071.03e-010.1149
10331B3GNT3P39T-EHumanEsophagusESCC2.12e-093.10e-010.0894
10331B3GNT3P54T-EHumanEsophagusESCC5.37e-134.57e-010.0975
10331B3GNT3P57T-EHumanEsophagusESCC3.04e-163.86e-010.0926
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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
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
GO:0044262ColorectumADcellular carbohydrate metabolic process87/3918283/187236.00e-051.01e-0387
GO:0006790ColorectumADsulfur compound metabolic process101/3918339/187236.46e-051.07e-03101
GO:0006486ColorectumADprotein glycosylation64/3918226/187234.86e-033.27e-0264
GO:0043413ColorectumADmacromolecule glycosylation64/3918226/187234.86e-033.27e-0264
GO:0070085ColorectumADglycosylation67/3918240/187235.78e-033.67e-0267
GO:00067901ColorectumSERsulfur compound metabolic process73/2897339/187231.75e-031.81e-0273
GO:00067902ColorectumMSSsulfur compound metabolic process85/3467339/187231.52e-031.39e-0285
GO:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
GO:00067906EsophagusESCCsulfur compound metabolic process201/8552339/187232.64e-073.94e-06201
GO:00442725EsophagusESCCsulfur compound biosynthetic process96/8552148/187231.86e-062.16e-0596
GO:00700854EsophagusESCCglycosylation144/8552240/187235.12e-065.38e-05144
GO:00064865EsophagusESCCprotein glycosylation135/8552226/187231.36e-051.24e-04135
GO:00434135EsophagusESCCmacromolecule glycosylation135/8552226/187231.36e-051.24e-04135
GO:00091012EsophagusESCCglycoprotein biosynthetic process181/8552317/187232.54e-052.15e-04181
GO:00442626EsophagusESCCcellular carbohydrate metabolic process160/8552283/187231.43e-049.66e-04160
GO:00160514EsophagusESCCcarbohydrate biosynthetic process117/8552202/187232.96e-041.79e-03117
GO:00064931EsophagusESCCprotein O-linked glycosylation51/855286/187237.54e-032.70e-0251
GO:0006024EsophagusESCCglycosaminoglycan biosynthetic process45/855275/187238.75e-033.08e-0245
GO:0006023EsophagusESCCaminoglycan biosynthetic process47/855279/187239.29e-033.23e-0247
GO:00346372EsophagusESCCcellular carbohydrate biosynthetic process46/855278/187231.24e-024.13e-0246
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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
B3GNT3SNVMissense_Mutationc.766N>Cp.Glu256Glnp.E256QQ9Y2A9protein_codingtolerated(0.57)benign(0.027)TCGA-A8-A06T-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
B3GNT3SNVMissense_Mutationc.383N>Ap.Arg128Hisp.R128HQ9Y2A9protein_codingdeleterious(0.03)probably_damaging(0.975)TCGA-AR-A1AU-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
B3GNT3SNVMissense_Mutationc.542N>Gp.Ser181Cysp.S181CQ9Y2A9protein_codingdeleterious(0)probably_damaging(0.948)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
B3GNT3SNVMissense_Mutationnovelc.1094N>Cp.Cys365Serp.C365SQ9Y2A9protein_codingdeleterious(0)probably_damaging(0.992)TCGA-VS-A9UM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
B3GNT3SNVMissense_Mutationrs763164172c.787N>Tp.Arg263Trpp.R263WQ9Y2A9protein_codingtolerated(0.19)possibly_damaging(0.892)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
B3GNT3SNVMissense_Mutationc.919N>Ap.Glu307Lysp.E307KQ9Y2A9protein_codingtolerated(0.12)benign(0.122)TCGA-DM-A1D9-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
B3GNT3SNVMissense_Mutationc.584N>Tp.Trp195Leup.W195LQ9Y2A9protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
B3GNT3SNVMissense_Mutationc.607G>Ap.Ala203Thrp.A203TQ9Y2A9protein_codingdeleterious(0.03)benign(0.365)TCGA-AP-A0LJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
B3GNT3SNVMissense_Mutationnovelc.676N>Ap.Asp226Asnp.D226NQ9Y2A9protein_codingtolerated(0.53)benign(0.026)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
B3GNT3SNVMissense_Mutationrs199719531c.1034N>Ap.Arg345Hisp.R345HQ9Y2A9protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AX-A0J1-01Endometriumuterine 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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