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: GCNT2

Gene summary for GCNT2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GCNT2

Gene ID

2651

Gene nameglucosaminyl (N-acetyl) transferase 2 (I blood group)
Gene AliasCCAT
Cytomap6p24.3-p24.2
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q8N0V5


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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
2651GCNT2CCI_1HumanCervixCC8.02e-075.96e-010.528
2651GCNT2CCI_2HumanCervixCC3.18e-171.13e+000.5249
2651GCNT2H2HumanCervixHSIL_HPV1.12e-042.34e-010.0632
2651GCNT2T2HumanCervixCC1.12e-022.88e-010.0709
2651GCNT2HTA11_3410_2000001011HumanColorectumAD2.33e-07-4.02e-010.0155
2651GCNT2HTA11_347_2000001011HumanColorectumAD3.93e-105.13e-01-0.1954
2651GCNT2HTA11_83_2000001011HumanColorectumSER3.93e-058.41e-01-0.1526
2651GCNT2HTA11_866_3004761011HumanColorectumAD1.64e-08-4.23e-010.096
2651GCNT2HTA11_10711_2000001011HumanColorectumAD3.17e-03-4.08e-010.0338
2651GCNT2HTA11_7696_3000711011HumanColorectumAD1.06e-18-4.25e-010.0674
2651GCNT2HTA11_99999970781_79442HumanColorectumMSS1.09e-14-4.06e-010.294
2651GCNT2HTA11_99999971662_82457HumanColorectumMSS3.45e-02-2.21e-010.3859
2651GCNT2HTA11_99999973899_84307HumanColorectumMSS3.06e-03-4.29e-010.2585
2651GCNT2HTA11_99999974143_84620HumanColorectumMSS4.74e-12-3.68e-010.3005
2651GCNT2F007HumanColorectumFAP1.09e-06-4.29e-010.1176
2651GCNT2A002-C-010HumanColorectumFAP2.61e-19-4.25e-010.242
2651GCNT2A001-C-207HumanColorectumFAP8.79e-10-4.29e-010.1278
2651GCNT2A015-C-203HumanColorectumFAP5.00e-19-3.99e-01-0.1294
2651GCNT2A015-C-204HumanColorectumFAP5.56e-10-4.29e-01-0.0228
2651GCNT2A014-C-040HumanColorectumFAP1.99e-02-4.29e-01-0.1184
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:00341135EsophagusESCCheterotypic cell-cell adhesion37/855261/187231.32e-024.31e-0237
GO:007155921LiverHCCresponse to transforming growth factor beta141/7958256/187233.08e-053.16e-04141
GO:001081022LiverHCCregulation of cell-substrate adhesion123/7958221/187235.15e-054.90e-04123
GO:007156021LiverHCCcellular response to transforming growth factor beta stimulus137/7958250/187235.47e-055.14e-04137
GO:003158922LiverHCCcell-substrate adhesion188/7958363/187232.00e-041.55e-03188
GO:00064862LiverHCCprotein glycosylation122/7958226/187233.11e-042.21e-03122
GO:00434132LiverHCCmacromolecule glycosylation122/7958226/187233.11e-042.21e-03122
GO:00700852LiverHCCglycosylation128/7958240/187234.35e-042.92e-03128
GO:000717921LiverHCCtransforming growth factor beta receptor signaling pathway106/7958198/187231.09e-036.23e-03106
GO:0009100LiverHCCglycoprotein metabolic process193/7958387/187231.89e-039.62e-03193
GO:004578512LiverHCCpositive regulation of cell adhesion215/7958437/187232.53e-031.22e-02215
GO:00315897LungIACcell-substrate adhesion85/2061363/187238.57e-124.27e-0985
GO:00108108LungIACregulation of cell-substrate adhesion57/2061221/187235.09e-101.04e-0757
GO:00715594LungIACresponse to transforming growth factor beta60/2061256/187239.50e-091.25e-0660
GO:00457858LungIACpositive regulation of cell adhesion87/2061437/187232.59e-083.13e-0687
GO:00715604LungIACcellular response to transforming growth factor beta stimulus57/2061250/187236.17e-086.54e-0657
GO:00071794LungIACtransforming growth factor beta receptor signaling pathway45/2061198/187231.60e-067.93e-0545
GO:00224078LungIACregulation of cell-cell adhesion76/2061448/187238.16e-051.68e-0376
GO:00434103LungIACpositive regulation of MAPK cascade78/2061480/187232.72e-044.50e-0378
GO:00071785LungIACtransmembrane receptor protein serine/threonine kinase signaling pathway60/2061355/187234.82e-047.03e-0360
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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
GCNT2SNVMissense_Mutationnovelc.283N>Gp.Phe95Valp.F95VQ8N0V5protein_codingdeleterious(0)probably_damaging(0.992)TCGA-D8-A1Y3-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicine+cyclophosphamideSD
GCNT2insertionFrame_Shift_Insnovelc.986_987insGTTTCTCAAATGGGGTGATTTTGCTCACCCACAGGACATTTGGCAAp.Ser329ArgfsTer17p.S329Rfs*17Q8N0V5protein_codingTCGA-A2-A0T2-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyxelodaPD
GCNT2deletionFrame_Shift_Delnovelc.812delNp.Asp272ThrfsTer31p.D272Tfs*31Q8N0V5protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
GCNT2SNVMissense_Mutationnovelc.541N>Ap.Glu181Lysp.E181KQ8N0V5protein_codingtolerated(1)benign(0.001)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GCNT2SNVMissense_Mutationc.454N>Ap.Leu152Metp.L152MQ8N0V5protein_codingdeleterious(0.02)possibly_damaging(0.61)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GCNT2SNVMissense_Mutationnovelc.562N>Gp.Ile188Valp.I188VQ8N0V5protein_codingtolerated(0.07)possibly_damaging(0.517)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GCNT2SNVMissense_Mutationc.1160G>Tp.Arg387Ilep.R387IQ8N0V5protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GCNT2SNVMissense_Mutationrs368989684c.457N>Ap.Ala153Thrp.A153TQ8N0V5protein_codingdeleterious(0.03)possibly_damaging(0.688)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GCNT2SNVMissense_Mutationrs773968312c.694G>Ap.Val232Ilep.V232IQ8N0V5protein_codingtolerated(0.13)benign(0.059)TCGA-AA-A03J-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GCNT2SNVMissense_Mutationc.143N>Tp.Ala48Valp.A48VQ8N0V5protein_codingtolerated(1)benign(0.007)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
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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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