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: GCNT3

Gene summary for GCNT3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GCNT3

Gene ID

9245

Gene nameglucosaminyl (N-acetyl) transferase 3, mucin type
Gene AliasC2/4GnT
Cytomap15q22.2
Gene Typeprotein-coding
GO ID

GO:0001655

UniProtAcc

A0A024R5T9


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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
9245GCNT3HTA11_3410_2000001011HumanColorectumAD4.38e-03-2.65e-010.0155
9245GCNT3HTA11_2487_2000001011HumanColorectumSER3.15e-271.88e+00-0.1808
9245GCNT3HTA11_1938_2000001011HumanColorectumAD9.69e-045.74e-01-0.0811
9245GCNT3HTA11_78_2000001011HumanColorectumAD3.92e-046.12e-01-0.1088
9245GCNT3HTA11_347_2000001011HumanColorectumAD1.94e-151.03e+00-0.1954
9245GCNT3HTA11_411_2000001011HumanColorectumSER5.88e-132.73e+00-0.2602
9245GCNT3HTA11_2112_2000001011HumanColorectumSER1.20e-091.66e+00-0.2196
9245GCNT3HTA11_3361_2000001011HumanColorectumAD7.69e-035.44e-01-0.1207
9245GCNT3HTA11_83_2000001011HumanColorectumSER8.82e-071.22e+00-0.1526
9245GCNT3HTA11_696_2000001011HumanColorectumAD4.82e-099.16e-01-0.1464
9245GCNT3HTA11_1391_2000001011HumanColorectumAD3.77e-046.80e-01-0.059
9245GCNT3HTA11_5212_2000001011HumanColorectumAD1.57e-081.43e+00-0.2061
9245GCNT3HTA11_866_3004761011HumanColorectumAD5.47e-04-2.81e-010.096
9245GCNT3HTA11_7696_3000711011HumanColorectumAD1.36e-03-2.47e-010.0674
9245GCNT3HTA11_99999971662_82457HumanColorectumMSS1.67e-03-2.43e-010.3859
9245GCNT3HTA11_99999974143_84620HumanColorectumMSS5.84e-07-2.83e-010.3005
9245GCNT3A002-C-010HumanColorectumFAP5.44e-05-2.22e-010.242
9245GCNT3A015-C-203HumanColorectumFAP3.22e-02-1.99e-01-0.1294
9245GCNT3A002-C-205HumanColorectumFAP5.36e-05-2.59e-01-0.1236
9245GCNT3A015-C-006HumanColorectumFAP6.82e-03-2.64e-01-0.0994
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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: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:0022600ColorectumSERdigestive system process29/2897104/187238.57e-041.05e-0229
GO:0050892ColorectumSERintestinal absorption14/289741/187232.45e-032.32e-0214
GO:00508921ColorectumMSSintestinal absorption17/346741/187235.48e-046.10e-0317
GO:00226001ColorectumMSSdigestive system process31/3467104/187233.46e-032.59e-0231
GO:0001655ColorectumMSSurogenital system development81/3467338/187236.88e-034.43e-0281
GO:00016551ColorectumFAPurogenital system development70/2622338/187234.26e-045.11e-0370
GO:0072001ColorectumFAPrenal system development63/2622302/187236.59e-047.19e-0363
GO:0001822ColorectumFAPkidney development61/2622293/187238.38e-048.72e-0361
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
GO:00226002ColorectumFAPdigestive system process24/2622104/187238.41e-034.89e-0224
GO:00508922ColorectumFAPintestinal absorption12/262241/187238.57e-034.96e-0212
GO:00016552ColorectumCRCurogenital system development62/2078338/187234.67e-051.10e-0362
GO:00720011ColorectumCRCrenal system development56/2078302/187237.85e-051.63e-0356
GO:00018221ColorectumCRCkidney development54/2078293/187231.23e-042.40e-0354
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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
GCNT3SNVMissense_Mutationc.833T>Cp.Leu278Prop.L278PO95395protein_codingtolerated(0.29)benign(0.001)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GCNT3SNVMissense_Mutationnovelc.542C>Ap.Ser181Tyrp.S181YO95395protein_codingdeleterious(0)probably_damaging(0.977)TCGA-EW-A1PC-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
GCNT3insertionFrame_Shift_Insnovelc.397_398insCACCCACTACCTCTCCCTCACCAGAGACTGTGAGCACp.Ile133ThrfsTer21p.I133Tfs*21O95395protein_codingTCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
GCNT3SNVMissense_Mutationnovelc.854C>Ap.Pro285Hisp.P285HO95395protein_codingdeleterious(0.03)probably_damaging(1)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GCNT3SNVMissense_Mutationc.1076N>Gp.Ser359Cysp.S359CO95395protein_codingdeleterious(0)possibly_damaging(0.694)TCGA-FU-A23L-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GCNT3SNVMissense_Mutationnovelc.911N>Gp.Asp304Glyp.D304GO95395protein_codingtolerated(0.48)benign(0)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
GCNT3SNVMissense_Mutationnovelc.652N>Cp.Val218Leup.V218LO95395protein_codingdeleterious(0.01)possibly_damaging(0.832)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
GCNT3SNVMissense_Mutationc.941N>Cp.Lys314Thrp.K314TO95395protein_codingtolerated(0.54)benign(0.054)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GCNT3SNVMissense_Mutationc.933N>Tp.Lys311Asnp.K311NO95395protein_codingtolerated(0.33)benign(0)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
GCNT3SNVMissense_Mutationnovelc.117N>Ap.His39Glnp.H39QO95395protein_codingtolerated(0.32)benign(0.047)TCGA-AG-A00Y-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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