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: MGAT4B

Gene summary for MGAT4B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MGAT4B

Gene ID

11282

Gene namealpha-1,3-mannosyl-glycoprotein 4-beta-N-acetylglucosaminyltransferase B
Gene AliasGNT-IV
Cytomap5q35.3
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9UQ53


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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
11282MGAT4BHTA11_3410_2000001011HumanColorectumAD1.23e-113.26e-010.0155
11282MGAT4BHTA11_2487_2000001011HumanColorectumSER7.23e-311.03e+00-0.1808
11282MGAT4BHTA11_2951_2000001011HumanColorectumAD8.67e-034.86e-010.0216
11282MGAT4BHTA11_1938_2000001011HumanColorectumAD2.00e-188.85e-01-0.0811
11282MGAT4BHTA11_78_2000001011HumanColorectumAD2.37e-261.02e+00-0.1088
11282MGAT4BHTA11_347_2000001011HumanColorectumAD1.25e-691.38e+00-0.1954
11282MGAT4BHTA11_411_2000001011HumanColorectumSER1.94e-171.54e+00-0.2602
11282MGAT4BHTA11_2112_2000001011HumanColorectumSER9.89e-101.08e+00-0.2196
11282MGAT4BHTA11_3361_2000001011HumanColorectumAD2.54e-197.95e-01-0.1207
11282MGAT4BHTA11_83_2000001011HumanColorectumSER2.62e-261.15e+00-0.1526
11282MGAT4BHTA11_696_2000001011HumanColorectumAD5.89e-419.52e-01-0.1464
11282MGAT4BHTA11_866_2000001011HumanColorectumAD1.28e-176.51e-01-0.1001
11282MGAT4BHTA11_1391_2000001011HumanColorectumAD1.23e-351.08e+00-0.059
11282MGAT4BHTA11_2992_2000001011HumanColorectumSER3.49e-171.36e+00-0.1706
11282MGAT4BHTA11_5212_2000001011HumanColorectumAD1.22e-161.26e+00-0.2061
11282MGAT4BHTA11_5216_2000001011HumanColorectumSER8.32e-108.51e-01-0.1462
11282MGAT4BHTA11_546_2000001011HumanColorectumAD7.05e-126.83e-01-0.0842
11282MGAT4BHTA11_9341_2000001011HumanColorectumSER2.14e-088.33e-01-0.00410000000000005
11282MGAT4BHTA11_7862_2000001011HumanColorectumAD2.12e-106.89e-01-0.0179
11282MGAT4BHTA11_866_3004761011HumanColorectumAD1.23e-359.22e-010.096
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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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid 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:0016032ColorectumADviral process168/3918415/187234.67e-203.66e-17168
GO:0019080ColorectumADviral gene expression42/391894/187231.90e-078.02e-0642
GO:0019082ColorectumADviral protein processing17/391829/187231.04e-052.40e-0417
GO:0006487ColorectumADprotein N-linked glycosylation25/391865/187239.12e-048.71e-0325
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:00160321ColorectumSERviral process118/2897415/187238.36e-121.65e-09118
GO:00190801ColorectumSERviral gene expression29/289794/187231.32e-042.66e-0329
GO:00160322ColorectumMSSviral process157/3467415/187237.94e-216.19e-18157
GO:00190802ColorectumMSSviral gene expression41/346794/187231.74e-089.85e-0741
GO:00190821ColorectumMSSviral protein processing17/346729/187231.81e-065.70e-0517
GO:00064871ColorectumMSSprotein N-linked glycosylation23/346765/187239.47e-049.54e-0323
GO:00160324ColorectumFAPviral process114/2622415/187233.00e-132.63e-10114
GO:00190804ColorectumFAPviral gene expression29/262294/187232.07e-055.05e-0429
GO:00190822ColorectumFAPviral protein processing11/262229/187231.20e-031.14e-0211
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
hsa00510ColorectumADN-Glycan biosynthesis21/209253/84651.15e-024.24e-022.71e-0221
hsa005101ColorectumADN-Glycan biosynthesis21/209253/84651.15e-024.24e-022.71e-0221
hsa005102ColorectumMSSN-Glycan biosynthesis20/187553/84657.17e-032.83e-021.73e-0220
hsa00513ColorectumMSSVarious types of N-glycan biosynthesis16/187542/84651.39e-024.53e-022.77e-0216
hsa005103ColorectumMSSN-Glycan biosynthesis20/187553/84657.17e-032.83e-021.73e-0220
hsa005131ColorectumMSSVarious types of N-glycan biosynthesis16/187542/84651.39e-024.53e-022.77e-0216
hsa005105Oral cavityOSCCN-Glycan biosynthesis39/370453/84659.77e-064.36e-052.22e-0539
hsa005135Oral cavityOSCCVarious types of N-glycan biosynthesis29/370442/84658.03e-042.32e-031.18e-0329
hsa0051012Oral cavityOSCCN-Glycan biosynthesis39/370453/84659.77e-064.36e-052.22e-0539
hsa0051312Oral cavityOSCCVarious types of N-glycan biosynthesis29/370442/84658.03e-042.32e-031.18e-0329
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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
MGAT4BSNVMissense_Mutationc.1159N>Tp.His387Tyrp.H387YQ9UQ53protein_codingtolerated(0.14)benign(0.047)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
MGAT4BSNVMissense_Mutationc.1621N>Tp.Arg541Cysp.R541CQ9UQ53protein_codingdeleterious(0)benign(0.019)TCGA-AN-A0FZ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
MGAT4BSNVMissense_Mutationc.1100G>Ap.Arg367Glnp.R367QQ9UQ53protein_codingtolerated(0.21)possibly_damaging(0.784)TCGA-D8-A1XV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MGAT4BinsertionFrame_Shift_Insnovelc.293_294insAGCTCAACCTGGTGCTGGACGAGATCAAGAGGGCCGTGTCAGAAAGGCAGGCGCTGCGAGAp.Asp98GlufsTer99p.D98Efs*99Q9UQ53protein_codingTCGA-A2-A4S1-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MGAT4BSNVMissense_Mutationnovelc.598G>Ap.Ala200Thrp.A200TQ9UQ53protein_codingdeleterious(0)possibly_damaging(0.851)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MGAT4BSNVMissense_Mutationrs146867088c.1355G>Ap.Arg452Hisp.R452HQ9UQ53protein_codingtolerated(0.12)possibly_damaging(0.549)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MGAT4BSNVMissense_Mutationrs773945740c.623N>Tp.Ser208Leup.S208LQ9UQ53protein_codingtolerated(0.21)benign(0.022)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MGAT4BSNVMissense_Mutationrs781520422c.724N>Tp.Arg242Cysp.R242CQ9UQ53protein_codingdeleterious(0.01)possibly_damaging(0.828)TCGA-AZ-4682-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapycamptosarPD
MGAT4BSNVMissense_Mutationc.731N>Ap.Arg244Glnp.R244QQ9UQ53protein_codingtolerated(0.05)benign(0.207)TCGA-CA-5255-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
MGAT4BSNVMissense_Mutationnovelc.1487N>Gp.Glu496Glyp.E496GQ9UQ53protein_codingtolerated(0.07)probably_damaging(0.979)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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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