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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: GNPTAB

Gene summary for GNPTAB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GNPTAB

Gene ID

79158

Gene nameN-acetylglucosamine-1-phosphate transferase subunits alpha and beta
Gene AliasGNPTA
Cytomap12q23.2
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

Q3T906


Top

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
79158GNPTABHTA11_347_2000001011HumanColorectumAD6.20e-239.14e-01-0.1954
79158GNPTABHTA11_99999970781_79442HumanColorectumMSS7.82e-08-3.36e-010.294
79158GNPTABHTA11_99999965062_69753HumanColorectumMSI-H2.26e-048.85e-010.3487
79158GNPTABHTA11_99999974143_84620HumanColorectumMSS2.10e-11-4.48e-010.3005
79158GNPTABF007HumanColorectumFAP1.23e-04-3.87e-010.1176
79158GNPTABA002-C-010HumanColorectumFAP3.74e-07-2.98e-010.242
79158GNPTABA001-C-207HumanColorectumFAP1.02e-07-4.66e-010.1278
79158GNPTABA015-C-203HumanColorectumFAP2.66e-24-4.17e-01-0.1294
79158GNPTABA015-C-204HumanColorectumFAP4.30e-08-3.21e-01-0.0228
79158GNPTABA014-C-040HumanColorectumFAP2.65e-04-4.76e-01-0.1184
79158GNPTABA002-C-201HumanColorectumFAP8.26e-20-5.65e-010.0324
79158GNPTABA002-C-203HumanColorectumFAP9.45e-15-4.16e-010.2786
79158GNPTABA001-C-119HumanColorectumFAP1.29e-07-3.60e-01-0.1557
79158GNPTABA001-C-108HumanColorectumFAP5.33e-18-3.70e-01-0.0272
79158GNPTABA002-C-205HumanColorectumFAP1.14e-23-4.19e-01-0.1236
79158GNPTABA001-C-104HumanColorectumFAP8.56e-10-4.09e-010.0184
79158GNPTABA015-C-005HumanColorectumFAP1.11e-05-2.64e-01-0.0336
79158GNPTABA015-C-006HumanColorectumFAP1.34e-16-5.02e-01-0.0994
79158GNPTABA015-C-106HumanColorectumFAP4.86e-15-3.48e-01-0.0511
79158GNPTABA002-C-114HumanColorectumFAP5.26e-17-3.98e-01-0.1561
Page: 1 2 3 4 5 6 7 8 

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
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0072594ColorectumADestablishment of protein localization to organelle148/3918422/187237.95e-121.04e-09148
GO:0006605ColorectumADprotein targeting105/3918314/187231.39e-076.44e-06105
GO:0007034ColorectumADvacuolar transport60/3918157/187234.97e-071.85e-0560
GO:0044262ColorectumADcellular carbohydrate metabolic process87/3918283/187236.00e-051.01e-0387
GO:0007041ColorectumADlysosomal transport42/3918114/187236.61e-051.07e-0342
GO:0009306ColorectumADprotein secretion105/3918359/187231.05e-041.57e-03105
GO:0035592ColorectumADestablishment of protein localization to extracellular region105/3918360/187231.18e-041.73e-03105
GO:0071692ColorectumADprotein localization to extracellular region106/3918368/187231.86e-042.49e-03106
GO:0072665ColorectumADprotein localization to vacuole27/391867/187232.40e-043.04e-0327
GO:0061462ColorectumADprotein localization to lysosome19/391846/187231.36e-031.19e-0219
GO:0007033ColorectumADvacuole organization53/3918180/187234.18e-032.89e-0253
GO:0006623ColorectumADprotein targeting to vacuole15/391837/187235.24e-033.47e-0215
GO:0072666ColorectumADestablishment of protein localization to vacuole18/391849/187237.93e-034.73e-0218
GO:00725942ColorectumMSSestablishment of protein localization to organelle139/3467422/187235.75e-131.12e-10139
GO:00066052ColorectumMSSprotein targeting97/3467314/187236.76e-083.46e-0697
GO:00070342ColorectumMSSvacuolar transport52/3467157/187238.25e-062.07e-0452
GO:00093062ColorectumMSSprotein secretion98/3467359/187232.43e-055.09e-0498
GO:00355922ColorectumMSSestablishment of protein localization to extracellular region98/3467360/187232.75e-055.58e-0498
GO:00716922ColorectumMSSprotein localization to extracellular region99/3467368/187234.17e-057.83e-0499
GO:00070411ColorectumMSSlysosomal transport36/3467114/187235.38e-046.04e-0336
Page: 1 2 3 4 5 6 7 8 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414222EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa0414232EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa041425Oral cavityOSCCLysosome87/3704132/84651.97e-071.35e-066.86e-0787
hsa0414212Oral cavityOSCCLysosome87/3704132/84651.97e-071.35e-066.86e-0787
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
GNPTABSNVMissense_Mutationc.1376C>Tp.Ser459Leup.S459LQ3T906protein_codingdeleterious(0)probably_damaging(0.977)TCGA-A1-A0SJ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
GNPTABSNVMissense_Mutationnovelc.2668N>Tp.Gly890Cysp.G890CQ3T906protein_codingdeleterious(0)probably_damaging(1)TCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
GNPTABSNVMissense_Mutationc.487N>Cp.Ser163Prop.S163PQ3T906protein_codingtolerated(0.07)benign(0.085)TCGA-A8-A06Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GNPTABSNVMissense_Mutationc.1547A>Gp.Asp516Glyp.D516GQ3T906protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A076-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
GNPTABSNVMissense_Mutationnovelc.1672N>Gp.Pro558Alap.P558AQ3T906protein_codingdeleterious(0)probably_damaging(0.937)TCGA-AN-A04D-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GNPTABSNVMissense_Mutationc.3226G>Ap.Glu1076Lysp.E1076KQ3T906protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
GNPTABSNVMissense_Mutationrs749361169c.3380G>Ap.Arg1127Hisp.R1127HQ3T906protein_codingtolerated(0.12)benign(0.167)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
GNPTABSNVMissense_Mutationc.3355N>Ap.Glu1119Lysp.E1119KQ3T906protein_codingdeleterious(0.02)possibly_damaging(0.755)TCGA-EW-A1IX-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyfemaraSD
GNPTABSNVMissense_Mutationc.1723N>Ap.Gly575Argp.G575RQ3T906protein_codingtolerated(0.14)possibly_damaging(0.569)TCGA-EW-A1P3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
GNPTABinsertionFrame_Shift_Insnovelc.2457_2458insGTGTTCTTGACTATGTTTATTTCCTCAGTTTCCCCCATTTTp.Thr820ValfsTer21p.T820Vfs*21Q3T906protein_codingTCGA-A7-A0CG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 

Top

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
Page: 1