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: GNPTG

Gene summary for GNPTG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GNPTG

Gene ID

84572

Gene nameN-acetylglucosamine-1-phosphate transferase subunit gamma
Gene AliasC16orf27
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

Q9UJJ9


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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
84572GNPTGLZE4THumanEsophagusESCC2.37e-062.29e-010.0811
84572GNPTGLZE7THumanEsophagusESCC9.79e-032.13e-010.0667
84572GNPTGLZE8THumanEsophagusESCC6.19e-045.81e-020.067
84572GNPTGLZE20THumanEsophagusESCC1.63e-125.26e-010.0662
84572GNPTGLZE22D1HumanEsophagusHGIN2.04e-033.18e-010.0595
84572GNPTGLZE22THumanEsophagusESCC5.58e-045.09e-010.068
84572GNPTGLZE24THumanEsophagusESCC2.27e-227.86e-010.0596
84572GNPTGLZE21THumanEsophagusESCC1.11e-032.01e-010.0655
84572GNPTGP1T-EHumanEsophagusESCC3.40e-139.20e-010.0875
84572GNPTGP2T-EHumanEsophagusESCC1.30e-519.48e-010.1177
84572GNPTGP4T-EHumanEsophagusESCC1.88e-388.51e-010.1323
84572GNPTGP5T-EHumanEsophagusESCC1.88e-284.84e-010.1327
84572GNPTGP8T-EHumanEsophagusESCC2.07e-508.63e-010.0889
84572GNPTGP9T-EHumanEsophagusESCC3.79e-154.74e-010.1131
84572GNPTGP10T-EHumanEsophagusESCC3.72e-304.27e-010.116
84572GNPTGP11T-EHumanEsophagusESCC5.85e-341.27e+000.1426
84572GNPTGP12T-EHumanEsophagusESCC9.53e-571.10e+000.1122
84572GNPTGP15T-EHumanEsophagusESCC4.85e-448.95e-010.1149
84572GNPTGP16T-EHumanEsophagusESCC1.32e-345.30e-010.1153
84572GNPTGP17T-EHumanEsophagusESCC4.34e-197.96e-010.1278
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:00442626EsophagusESCCcellular carbohydrate metabolic process160/8552283/187231.43e-049.66e-04160
GO:004426211LiverCirrhoticcellular carbohydrate metabolic process97/4634283/187231.89e-041.76e-0397
GO:004426221LiverHCCcellular carbohydrate metabolic process153/7958283/187235.27e-055.00e-04153
GO:00442625Oral cavityOSCCcellular carbohydrate metabolic process130/7305283/187239.98e-033.49e-02130
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041426EsophagusHGINLysosome33/1383132/84656.65e-034.37e-023.47e-0233
hsa0414213EsophagusHGINLysosome33/1383132/84656.65e-034.37e-023.47e-0233
hsa0414222EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa0414232EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa041424LiverCirrhoticLysosome68/2530132/84651.34e-071.97e-061.21e-0668
hsa0414211LiverCirrhoticLysosome68/2530132/84651.34e-071.97e-061.21e-0668
hsa041422LiverHCCLysosome100/4020132/84652.32e-114.31e-102.40e-10100
hsa041423LiverHCCLysosome100/4020132/84652.32e-114.31e-102.40e-10100
hsa041425Oral cavityOSCCLysosome87/3704132/84651.97e-071.35e-066.86e-0787
hsa0414212Oral cavityOSCCLysosome87/3704132/84651.97e-071.35e-066.86e-0787
hsa0414221Oral cavityLPLysosome67/2418132/84655.13e-087.77e-075.01e-0767
hsa0414231Oral cavityLPLysosome67/2418132/84655.13e-087.77e-075.01e-0767
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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
GNPTGSNVMissense_Mutationc.455C>Gp.Ser152Cysp.S152CQ9UJJ9protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AN-A04D-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GNPTGSNVMissense_Mutationc.646N>Ap.Ala216Thrp.A216TQ9UJJ9protein_codingdeleterious(0)probably_damaging(0.974)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GNPTGSNVMissense_Mutationrs764395288c.265G>Ap.Val89Metp.V89MQ9UJJ9protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GNPTGSNVMissense_Mutationrs367672512c.589N>Ap.Asp197Asnp.D197NQ9UJJ9protein_codingtolerated(0.07)possibly_damaging(0.63)TCGA-NH-A50V-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilCR
GNPTGSNVMissense_Mutationnovelc.779N>Cp.Lys260Thrp.K260TQ9UJJ9protein_codingtolerated(0.23)benign(0.01)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
GNPTGinsertionFrame_Shift_Insrs754893828c.780dupAp.Gly261ArgfsTer38p.G261Rfs*38Q9UJJ9protein_codingTCGA-AA-3812-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
GNPTGSNVMissense_Mutationnovelc.632N>Tp.Thr211Ilep.T211IQ9UJJ9protein_codingtolerated(0.12)benign(0.11)TCGA-A5-A7WJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GNPTGSNVMissense_Mutationnovelc.161A>Gp.Asp54Glyp.D54GQ9UJJ9protein_codingtolerated(0.09)benign(0.173)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GNPTGSNVMissense_Mutationrs753205380c.400N>Tp.Arg134Trpp.R134WQ9UJJ9protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
GNPTGSNVMissense_Mutationrs778810991c.197G>Ap.Arg66Glnp.R66QQ9UJJ9protein_codingtolerated(0.06)possibly_damaging(0.511)TCGA-B5-A11O-01Endometriumuterine corpus endometrioid carcinomaFemale<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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