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: B3GALNT1

Gene summary for B3GALNT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

B3GALNT1

Gene ID

8706

Gene namebeta-1,3-N-acetylgalactosaminyltransferase 1 (globoside blood group)
Gene AliasB3GALT3
Cytomap3q26.1
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

O75752


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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
8706B3GALNT1LZE24THumanEsophagusESCC1.10e-071.33e-010.0596
8706B3GALNT1P2T-EHumanEsophagusESCC1.13e-367.73e-010.1177
8706B3GALNT1P4T-EHumanEsophagusESCC4.48e-122.69e-010.1323
8706B3GALNT1P5T-EHumanEsophagusESCC9.76e-051.54e-010.1327
8706B3GALNT1P8T-EHumanEsophagusESCC8.22e-193.51e-010.0889
8706B3GALNT1P9T-EHumanEsophagusESCC1.67e-089.69e-020.1131
8706B3GALNT1P10T-EHumanEsophagusESCC2.74e-273.16e-010.116
8706B3GALNT1P11T-EHumanEsophagusESCC4.29e-031.49e-010.1426
8706B3GALNT1P16T-EHumanEsophagusESCC7.50e-275.24e-010.1153
8706B3GALNT1P20T-EHumanEsophagusESCC3.61e-173.53e-010.1124
8706B3GALNT1P21T-EHumanEsophagusESCC1.06e-172.76e-010.1617
8706B3GALNT1P23T-EHumanEsophagusESCC1.07e-142.71e-010.108
8706B3GALNT1P24T-EHumanEsophagusESCC4.42e-051.61e-020.1287
8706B3GALNT1P26T-EHumanEsophagusESCC1.53e-101.39e-010.1276
8706B3GALNT1P27T-EHumanEsophagusESCC1.47e-091.42e-010.1055
8706B3GALNT1P28T-EHumanEsophagusESCC8.37e-064.53e-020.1149
8706B3GALNT1P31T-EHumanEsophagusESCC3.26e-042.77e-020.1251
8706B3GALNT1P32T-EHumanEsophagusESCC5.20e-125.63e-020.1666
8706B3GALNT1P36T-EHumanEsophagusESCC7.26e-052.52e-010.1187
8706B3GALNT1P39T-EHumanEsophagusESCC3.16e-024.98e-020.0894
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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
∗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:00066433EsophagusESCCmembrane lipid metabolic process130/8552203/187239.29e-081.54e-06130
GO:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
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:00066652EsophagusESCCsphingolipid metabolic process96/8552155/187233.21e-052.66e-0496
GO:00160514EsophagusESCCcarbohydrate biosynthetic process117/8552202/187232.96e-041.79e-03117
GO:00066642EsophagusESCCglycolipid metabolic process63/8552100/187233.55e-042.06e-0363
GO:19035092EsophagusESCCliposaccharide metabolic process63/8552101/187235.25e-042.90e-0363
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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
B3GALNT1SNVMissense_Mutationc.247C>Gp.Leu83Valp.L83VO75752protein_codingdeleterious(0)possibly_damaging(0.852)TCGA-AR-A2LH-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
B3GALNT1SNVMissense_Mutationnovelc.373N>Cp.Glu125Glnp.E125QO75752protein_codingtolerated(0.18)benign(0.007)TCGA-BH-A0AW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
B3GALNT1SNVMissense_Mutationnovelc.736T>Cp.Ser246Prop.S246PO75752protein_codingdeleterious(0.02)probably_damaging(0.972)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
B3GALNT1SNVMissense_Mutationc.935N>Tp.Ser312Phep.S312FO75752protein_codingdeleterious(0.01)possibly_damaging(0.496)TCGA-BI-A0VS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
B3GALNT1SNVMissense_Mutationc.552N>Ap.Phe184Leup.F184LO75752protein_codingdeleterious(0.02)benign(0.157)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
B3GALNT1SNVMissense_Mutationc.395N>Tp.Ser132Phep.S132FO75752protein_codingdeleterious(0.01)probably_damaging(0.951)TCGA-VS-A8EB-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownPD
B3GALNT1SNVMissense_Mutationrs780802727c.139N>Ap.Val47Metp.V47MO75752protein_codingtolerated(0.26)benign(0.05)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
B3GALNT1SNVMissense_Mutationc.778N>Ap.Val260Ilep.V260IO75752protein_codingtolerated(0.94)benign(0.058)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
B3GALNT1SNVMissense_Mutationrs752083614c.434N>Ap.Arg145Glnp.R145QO75752protein_codingtolerated(0.69)benign(0.007)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
B3GALNT1SNVMissense_Mutationrs752083614c.434N>Ap.Arg145Glnp.R145QO75752protein_codingtolerated(0.69)benign(0.007)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<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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