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: B3GNT2

Gene summary for B3GNT2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

B3GNT2

Gene ID

10678

Gene nameUDP-GlcNAc:betaGal beta-1,3-N-acetylglucosaminyltransferase 2
Gene Alias3-Gn-T1
Cytomap2p15
Gene Typeprotein-coding
GO ID

GO:0000271

UniProtAcc

Q9NY97


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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
10678B3GNT2LZE4THumanEsophagusESCC1.19e-112.90e-010.0811
10678B3GNT2LZE7THumanEsophagusESCC3.93e-02-6.59e-020.0667
10678B3GNT2LZE8THumanEsophagusESCC1.39e-04-6.84e-020.067
10678B3GNT2LZE20THumanEsophagusESCC1.53e-021.18e-010.0662
10678B3GNT2LZE22THumanEsophagusESCC1.71e-024.28e-010.068
10678B3GNT2LZE24THumanEsophagusESCC7.25e-115.13e-010.0596
10678B3GNT2LZE21THumanEsophagusESCC1.07e-035.35e-010.0655
10678B3GNT2P1T-EHumanEsophagusESCC4.17e-023.46e-010.0875
10678B3GNT2P2T-EHumanEsophagusESCC2.91e-295.77e-010.1177
10678B3GNT2P4T-EHumanEsophagusESCC4.35e-165.04e-010.1323
10678B3GNT2P5T-EHumanEsophagusESCC1.54e-131.32e-010.1327
10678B3GNT2P8T-EHumanEsophagusESCC2.35e-263.83e-010.0889
10678B3GNT2P9T-EHumanEsophagusESCC3.55e-082.49e-010.1131
10678B3GNT2P10T-EHumanEsophagusESCC9.84e-163.25e-010.116
10678B3GNT2P11T-EHumanEsophagusESCC2.69e-062.04e-010.1426
10678B3GNT2P12T-EHumanEsophagusESCC9.65e-641.35e+000.1122
10678B3GNT2P15T-EHumanEsophagusESCC6.54e-318.57e-010.1149
10678B3GNT2P16T-EHumanEsophagusESCC2.13e-275.26e-010.1153
10678B3GNT2P17T-EHumanEsophagusESCC1.89e-043.11e-010.1278
10678B3GNT2P19T-EHumanEsophagusESCC2.19e-063.99e-010.1662
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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: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:006156415EsophagusESCCaxon development251/8552467/187232.41e-041.49e-03251
GO:00160514EsophagusESCCcarbohydrate biosynthetic process117/8552202/187232.96e-041.79e-03117
GO:199082316EsophagusESCCresponse to leukemia inhibitory factor60/855295/187234.41e-042.48e-0360
GO:199083015EsophagusESCCcellular response to leukemia inhibitory factor59/855294/187236.19e-043.32e-0359
GO:000740915EsophagusESCCaxonogenesis219/8552418/187233.14e-031.31e-02219
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
GO:19908237Oral cavityOSCCresponse to leukemia inhibitory factor58/730595/187231.10e-051.14e-0458
GO:19908307Oral cavityOSCCcellular response to leukemia inhibitory factor57/730594/187231.75e-051.71e-0457
GO:00442724Oral cavityOSCCsulfur compound biosynthetic process82/7305148/187233.71e-053.31e-0482
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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
B3GNT2SNVMissense_Mutationrs776017170c.166G>Ap.Glu56Lysp.E56KQ9NY97protein_codingtolerated(0.96)benign(0)TCGA-VS-A8Q9-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
B3GNT2SNVMissense_Mutationc.495G>Tp.Trp165Cysp.W165CQ9NY97protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
B3GNT2SNVMissense_Mutationnovelc.739G>Ap.Asp247Asnp.D247NQ9NY97protein_codingdeleterious(0.01)probably_damaging(0.976)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
B3GNT2SNVMissense_Mutationrs777061198c.157A>Gp.Thr53Alap.T53AQ9NY97protein_codingtolerated(0.83)benign(0)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
B3GNT2SNVMissense_Mutationc.208T>Cp.Tyr70Hisp.Y70HQ9NY97protein_codingtolerated(0.77)benign(0.001)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
B3GNT2SNVMissense_Mutationnovelc.771N>Gp.Asn257Lysp.N257KQ9NY97protein_codingtolerated(0.22)benign(0.02)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
B3GNT2SNVMissense_Mutationc.127N>Gp.Ile43Valp.I43VQ9NY97protein_codingtolerated(0.44)benign(0.005)TCGA-D5-6535-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
B3GNT2SNVMissense_Mutationnovelc.105N>Cp.Lys35Asnp.K35NQ9NY97protein_codingtolerated(0.15)benign(0.08)TCGA-T9-A92H-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
B3GNT2SNVMissense_Mutationc.377G>Ap.Arg126Hisp.R126HQ9NY97protein_codingdeleterious(0)probably_damaging(0.96)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
B3GNT2SNVMissense_Mutationnovelc.1136A>Cp.Lys379Thrp.K379TQ9NY97protein_codingtolerated(1)benign(0.005)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
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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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