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
2651GCNT2P12T-EHumanEsophagusESCC1.99e-112.33e-010.1122
2651GCNT2P15T-EHumanEsophagusESCC8.89e-184.67e-010.1149
2651GCNT2P16T-EHumanEsophagusESCC7.76e-071.40e-010.1153
2651GCNT2P22T-EHumanEsophagusESCC1.17e-152.49e-010.1236
2651GCNT2P26T-EHumanEsophagusESCC3.10e-059.47e-020.1276
2651GCNT2P27T-EHumanEsophagusESCC5.09e-071.71e-010.1055
2651GCNT2P28T-EHumanEsophagusESCC6.75e-122.69e-010.1149
2651GCNT2P30T-EHumanEsophagusESCC1.12e-176.76e-010.137
2651GCNT2P31T-EHumanEsophagusESCC5.49e-061.57e-010.1251
2651GCNT2P40T-EHumanEsophagusESCC9.59e-041.29e-010.109
2651GCNT2P48T-EHumanEsophagusESCC2.40e-031.20e-010.0959
2651GCNT2P49T-EHumanEsophagusESCC2.29e-076.75e-010.1768
2651GCNT2P52T-EHumanEsophagusESCC5.98e-124.90e-010.1555
2651GCNT2P56T-EHumanEsophagusESCC1.87e-035.44e-010.1613
2651GCNT2P57T-EHumanEsophagusESCC7.01e-058.08e-020.0926
2651GCNT2P62T-EHumanEsophagusESCC1.40e-057.34e-020.1302
2651GCNT2P75T-EHumanEsophagusESCC1.66e-122.00e-010.1125
2651GCNT2P76T-EHumanEsophagusESCC1.72e-031.18e-010.1207
2651GCNT2P79T-EHumanEsophagusESCC1.41e-072.36e-010.1154
2651GCNT2P82T-EHumanEsophagusESCC8.12e-032.03e-010.1072
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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:001081010CervixCCregulation of cell-substrate adhesion69/2311221/187238.57e-145.69e-1169
GO:00315898CervixCCcell-substrate adhesion96/2311363/187231.48e-138.85e-1196
GO:002240710CervixCCregulation of cell-cell adhesion103/2311448/187231.78e-102.87e-08103
GO:004578510CervixCCpositive regulation of cell adhesion101/2311437/187231.96e-103.08e-08101
GO:00071626CervixCCnegative regulation of cell adhesion72/2311303/187232.36e-081.70e-0672
GO:00224099CervixCCpositive regulation of cell-cell adhesion61/2311284/187239.30e-062.11e-0461
GO:00018949CervixCCtissue homeostasis57/2311268/187232.43e-054.21e-0457
GO:00434104CervixCCpositive regulation of MAPK cascade90/2311480/187232.92e-054.83e-0490
GO:00108122CervixCCnegative regulation of cell-substrate adhesion21/231168/187234.35e-056.66e-0421
GO:00602498CervixCCanatomical structure homeostasis63/2311314/187236.03e-058.68e-0463
GO:00071786CervixCCtransmembrane receptor protein serine/threonine kinase signaling pathway67/2311355/187232.39e-042.67e-0367
GO:00518964CervixCCregulation of protein kinase B signaling39/2311185/187235.25e-045.10e-0339
GO:00518973CervixCCpositive regulation of protein kinase B signaling28/2311120/187235.90e-045.59e-0328
GO:00434913CervixCCprotein kinase B signaling43/2311211/187235.95e-045.60e-0343
GO:00715595CervixCCresponse to transforming growth factor beta50/2311256/187236.31e-045.91e-0350
GO:00715605CervixCCcellular response to transforming growth factor beta stimulus49/2311250/187236.55e-046.05e-0349
GO:00703714CervixCCERK1 and ERK2 cascade60/2311330/187231.28e-031.02e-0260
GO:00071795CervixCCtransforming growth factor beta receptor signaling pathway38/2311198/187233.62e-032.31e-0238
GO:00703723CervixCCregulation of ERK1 and ERK2 cascade54/2311309/187235.11e-033.02e-0254
GO:00018374CervixCCepithelial to mesenchymal transition31/2311157/187235.25e-033.08e-0231
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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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