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: GCNT1

Gene summary for GCNT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GCNT1

Gene ID

2650

Gene nameglucosaminyl (N-acetyl) transferase 1
Gene AliasC2GNT
Cytomap9q21.13
Gene Typeprotein-coding
GO ID

GO:0001655

UniProtAcc

Q02742


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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
2650GCNT1CCI_3HumanCervixCC1.91e-026.36e-010.516
2650GCNT1CCII_1HumanCervixCC8.39e-138.16e-010.3249
2650GCNT1AEH-subject1HumanEndometriumAEH2.58e-459.37e-01-0.3059
2650GCNT1AEH-subject2HumanEndometriumAEH4.44e-431.05e+00-0.2525
2650GCNT1AEH-subject3HumanEndometriumAEH2.77e-196.34e-01-0.2576
2650GCNT1AEH-subject4HumanEndometriumAEH2.01e-043.74e-01-0.2657
2650GCNT1EEC-subject1HumanEndometriumEEC1.86e-145.85e-01-0.2682
2650GCNT1EEC-subject2HumanEndometriumEEC4.79e-418.94e-01-0.2607
2650GCNT1EEC-subject5HumanEndometriumEEC6.29e-033.20e-01-0.249
2650GCNT1GSM5276934HumanEndometriumEEC5.67e-10-2.26e-01-0.0913
2650GCNT1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.39e-04-2.36e-02-0.1869
2650GCNT1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC2.26e-04-7.36e-02-0.1875
2650GCNT1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC9.23e-04-4.59e-02-0.1883
2650GCNT1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC9.59e-134.03e-01-0.1934
2650GCNT1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.23e-07-1.83e-01-0.1917
2650GCNT1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC2.20e-07-1.06e-01-0.1916
2650GCNT1LZE5THumanEsophagusESCC1.16e-045.63e-010.0514
2650GCNT1LZE20THumanEsophagusESCC6.27e-031.20e-010.0662
2650GCNT1P5T-EHumanEsophagusESCC2.87e-061.08e-010.1327
2650GCNT1P8T-EHumanEsophagusESCC1.89e-082.45e-010.0889
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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
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
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
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
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:00071598CervixCCleukocyte cell-cell adhesion85/2311371/187238.27e-097.07e-0785
GO:00509007CervixCCleukocyte migration78/2311369/187231.09e-063.80e-0578
GO:00434349CervixCCresponse to peptide hormone77/2311414/187231.40e-041.70e-0377
GO:00328688CervixCCresponse to insulin50/2311264/187231.28e-031.02e-0250
GO:00016556EndometriumAEHurogenital system development67/2100338/187232.30e-066.76e-0567
GO:00720015EndometriumAEHrenal system development61/2100302/187233.43e-069.24e-0561
GO:00018224EndometriumAEHkidney development57/2100293/187232.25e-054.35e-0457
GO:00609932EndometriumAEHkidney morphogenesis24/210093/187236.73e-051.04e-0324
GO:00509008EndometriumAEHleukocyte migration64/2100369/187232.57e-043.04e-0364
GO:004343410EndometriumAEHresponse to peptide hormone70/2100414/187232.93e-043.35e-0370
GO:00071599EndometriumAEHleukocyte cell-cell adhesion63/2100371/187235.11e-045.21e-0363
GO:00328689EndometriumAEHresponse to insulin44/2100264/187234.70e-033.00e-0244
GO:000165512EndometriumEECurogenital system development69/2168338/187231.70e-065.18e-0569
GO:007200112EndometriumEECrenal system development63/2168302/187232.24e-066.59e-0563
GO:000182212EndometriumEECkidney development59/2168293/187231.44e-052.87e-0459
GO:004343416EndometriumEECresponse to peptide hormone74/2168414/187239.11e-051.28e-0374
GO:00609931EndometriumEECkidney morphogenesis24/216893/187231.11e-041.52e-0324
GO:005090013EndometriumEECleukocyte migration67/2168369/187231.19e-041.59e-0367
GO:000715914EndometriumEECleukocyte cell-cell adhesion67/2168371/187231.41e-041.82e-0367
GO:003286814EndometriumEECresponse to insulin46/2168264/187233.01e-032.10e-0246
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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
GCNT1SNVMissense_Mutationnovelc.1195G>Tp.Ala399Serp.A399SQ02742protein_codingdeleterious(0)probably_damaging(0.948)TCGA-A2-A25C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
GCNT1insertionFrame_Shift_Insnovelc.805_806insATAATp.Thr269AsnfsTer42p.T269Nfs*42Q02742protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GCNT1insertionNonsense_Mutationnovelc.1210_1211insCTGTCTAGAATCTTTTCATTTCTGCCp.Val404AlafsTer3p.V404Afs*3Q02742protein_codingTCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
GCNT1SNVMissense_Mutationrs142199715c.320G>Ap.Arg107Hisp.R107HQ02742protein_codingdeleterious(0.01)benign(0.211)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GCNT1SNVMissense_Mutationc.355N>Ap.Ala119Thrp.A119TQ02742protein_codingtolerated(0.43)benign(0.104)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
GCNT1SNVMissense_Mutationc.594N>Ap.Asn198Lysp.N198KQ02742protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
GCNT1SNVMissense_Mutationrs369681886c.91N>Ap.Val31Ilep.V31IQ02742protein_codingtolerated(0.4)benign(0.003)TCGA-AA-A02Y-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GCNT1SNVMissense_Mutationnovelc.851N>Ap.Ser284Tyrp.S284YQ02742protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GCNT1SNVMissense_Mutationc.536N>Tp.Ala179Valp.A179VQ02742protein_codingtolerated(0.14)possibly_damaging(0.498)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
GCNT1SNVMissense_Mutationrs656106c.835N>Ap.Glu279Lysp.E279KQ02742protein_codingtolerated(0.22)benign(0.005)TCGA-CA-6718-01Colorectumcolon 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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