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: B3GALT5

Gene summary for B3GALT5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

B3GALT5

Gene ID

10317

Gene namebeta-1,3-galactosyltransferase 5
Gene AliasB3GalT-V
Cytomap21q22.2
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

Q9Y2C3


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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
10317B3GALT5HTA11_347_2000001011HumanColorectumAD1.97e-146.59e-01-0.1954
10317B3GALT5HTA11_411_2000001011HumanColorectumSER2.68e-091.45e+00-0.2602
10317B3GALT5HTA11_2112_2000001011HumanColorectumSER1.30e-059.27e-01-0.2196
10317B3GALT5HTA11_696_2000001011HumanColorectumAD2.48e-187.18e-01-0.1464
10317B3GALT5HTA11_2992_2000001011HumanColorectumSER3.11e-069.33e-01-0.1706
10317B3GALT5HTA11_5212_2000001011HumanColorectumAD1.63e-171.07e+00-0.2061
10317B3GALT5HTA11_866_3004761011HumanColorectumAD2.14e-03-1.64e-010.096
10317B3GALT5HTA11_7696_3000711011HumanColorectumAD4.07e-04-1.64e-010.0674
10317B3GALT5HTA11_99999971662_82457HumanColorectumMSS4.25e-05-1.64e-010.3859
10317B3GALT5HTA11_99999974143_84620HumanColorectumMSS2.00e-05-1.64e-010.3005
10317B3GALT5A002-C-010HumanColorectumFAP1.80e-03-1.52e-010.242
10317B3GALT5A002-C-201HumanColorectumFAP5.51e-03-1.51e-010.0324
10317B3GALT5A002-C-205HumanColorectumFAP6.81e-05-1.64e-01-0.1236
10317B3GALT5A015-C-104HumanColorectumFAP3.85e-03-1.64e-01-0.1899
10317B3GALT5A015-C-202HumanColorectumFAP4.67e-05-1.64e-01-0.0849
10317B3GALT5A002-C-016HumanColorectumFAP3.37e-03-1.46e-010.0521
10317B3GALT5A001-C-203HumanColorectumFAP7.55e-03-1.51e-01-0.0481
10317B3GALT5A002-C-116HumanColorectumFAP8.62e-04-1.42e-01-0.0452
10317B3GALT5A014-C-008HumanColorectumFAP3.72e-02-1.64e-01-0.191
10317B3GALT5F034HumanColorectumFAP1.92e-04-1.64e-01-0.0665
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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
∗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: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:00064861ColorectumFAPprotein glycosylation48/2622226/187231.85e-031.57e-0248
GO:00434131ColorectumFAPmacromolecule glycosylation48/2622226/187231.85e-031.57e-0248
GO:00700851ColorectumFAPglycosylation50/2622240/187232.30e-031.85e-0250
GO:0009101ColorectumFAPglycoprotein biosynthetic process63/2622317/187232.31e-031.86e-0263
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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
B3GALT5SNVMissense_Mutationnovelc.233N>Gp.Met78Argp.M78Rprotein_codingtolerated(0.53)benign(0.355)TCGA-AO-A0J4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
B3GALT5SNVMissense_Mutationc.136N>Cp.Gly46Argp.G46Rprotein_codingtolerated(0.11)benign(0.044)TCGA-AR-A1AY-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificDoxorubicinSD
B3GALT5SNVMissense_Mutationc.320C>Tp.Ala107Valp.A107Vprotein_codingtolerated(0.27)benign(0.003)TCGA-B6-A1KN-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
B3GALT5SNVMissense_Mutationc.364G>Ap.Asp122Asnp.D122Nprotein_codingdeleterious(0)probably_damaging(1)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
B3GALT5SNVMissense_Mutationrs766898271c.835G>Ap.Val279Ilep.V279Iprotein_codingtolerated(0.42)benign(0.013)TCGA-A6-6650-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
B3GALT5SNVMissense_Mutationrs763079633c.267N>Ap.Met89Ilep.M89Iprotein_codingtolerated(0.22)benign(0)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
B3GALT5SNVMissense_Mutationc.461N>Tp.Ala154Valp.A154Vprotein_codingdeleterious(0.01)possibly_damaging(0.852)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
B3GALT5SNVMissense_Mutationc.362N>Tp.Gly121Valp.G121Vprotein_codingdeleterious(0.03)benign(0.119)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
B3GALT5SNVMissense_Mutationrs372607334c.458N>Tp.Ala153Valp.A153Vprotein_codingtolerated(0.11)benign(0.11)TCGA-QG-A5Z1-01Colorectumcolon adenocarcinomaMale>=65III/IVUnspecificComplete Response
B3GALT5SNVMissense_Mutationc.356N>Ap.Arg119Glnp.R119Qprotein_codingtolerated(1)benign(0.006)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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