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: NAPG

Gene summary for NAPG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NAPG

Gene ID

8774

Gene nameNSF attachment protein gamma
Gene AliasGAMMASNAP
Cytomap18p11.22
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q6FHY4


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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
8774NAPGLZE2THumanEsophagusESCC3.39e-127.05e-010.082
8774NAPGLZE4THumanEsophagusESCC2.07e-103.07e-010.0811
8774NAPGLZE7THumanEsophagusESCC9.30e-043.26e-010.0667
8774NAPGLZE8THumanEsophagusESCC3.91e-021.28e-010.067
8774NAPGLZE20THumanEsophagusESCC2.68e-042.09e-010.0662
8774NAPGLZE24THumanEsophagusESCC1.40e-184.17e-010.0596
8774NAPGLZE21THumanEsophagusESCC1.26e-062.93e-010.0655
8774NAPGLZE6THumanEsophagusESCC6.78e-038.27e-020.0845
8774NAPGP1T-EHumanEsophagusESCC2.13e-094.83e-010.0875
8774NAPGP2T-EHumanEsophagusESCC1.06e-274.24e-010.1177
8774NAPGP4T-EHumanEsophagusESCC6.72e-397.97e-010.1323
8774NAPGP5T-EHumanEsophagusESCC2.38e-478.72e-010.1327
8774NAPGP8T-EHumanEsophagusESCC4.88e-273.88e-010.0889
8774NAPGP9T-EHumanEsophagusESCC1.76e-184.11e-010.1131
8774NAPGP10T-EHumanEsophagusESCC2.38e-203.82e-010.116
8774NAPGP11T-EHumanEsophagusESCC6.28e-105.68e-010.1426
8774NAPGP12T-EHumanEsophagusESCC7.70e-315.56e-010.1122
8774NAPGP15T-EHumanEsophagusESCC1.00e-326.09e-010.1149
8774NAPGP16T-EHumanEsophagusESCC1.15e-142.83e-010.1153
8774NAPGP17T-EHumanEsophagusESCC3.07e-154.49e-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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:004819318EsophagusESCCGolgi vesicle transport231/8552296/187231.82e-309.63e-28231
GO:0031647111EsophagusESCCregulation of protein stability223/8552298/187235.76e-251.52e-22223
GO:0050821111EsophagusESCCprotein stabilization140/8552191/187236.50e-153.61e-13140
GO:00068914EsophagusESCCintra-Golgi vesicle-mediated transport26/855233/187231.06e-047.43e-0426
GO:00610254EsophagusESCCmembrane fusion98/8552163/187231.39e-049.41e-0498
GO:004819321LiverHCCGolgi vesicle transport217/7958296/187232.58e-271.02e-24217
GO:003164722LiverHCCregulation of protein stability211/7958298/187232.29e-235.01e-21211
GO:005082122LiverHCCprotein stabilization139/7958191/187231.61e-171.71e-15139
GO:0061025LiverHCCmembrane fusion88/7958163/187231.98e-031.00e-0288
GO:0006891LiverHCCintra-Golgi vesicle-mediated transport22/795833/187234.38e-031.90e-0222
GO:004819315Oral cavityOSCCGolgi vesicle transport209/7305296/187231.39e-286.30e-26209
GO:003164720Oral cavityOSCCregulation of protein stability193/7305298/187231.30e-191.95e-17193
GO:005082120Oral cavityOSCCprotein stabilization122/7305191/187232.69e-121.09e-10122
GO:00068913Oral cavityOSCCintra-Golgi vesicle-mediated transport23/730533/187233.47e-042.12e-0323
GO:00610253Oral cavityOSCCmembrane fusion84/7305163/187237.56e-044.12e-0384
GO:003164728SkinAKregulation of protein stability64/1910298/187235.93e-094.14e-0764
GO:005082128SkinAKprotein stabilization47/1910191/187237.41e-094.99e-0747
GO:004819319SkinAKGolgi vesicle transport47/1910296/187231.46e-031.06e-0247
GO:00068915SkinAKintra-Golgi vesicle-mediated transport9/191033/187234.68e-032.69e-029
GO:0048193110SkincSCCGolgi vesicle transport153/4864296/187231.85e-213.41e-19153
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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
NAPGdeletionFrame_Shift_Delc.69delNp.Leu25Terp.L25*Q99747protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NAPGSNVMissense_Mutationc.505N>Gp.Arg169Glyp.R169GQ99747protein_codingdeleterious(0.03)benign(0.234)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
NAPGSNVMissense_Mutationc.209N>Tp.Ala70Valp.A70VQ99747protein_codingtolerated(0.09)benign(0.015)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
NAPGdeletionFrame_Shift_Delc.69delNp.Leu25Terp.L25*Q99747protein_codingTCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
NAPGinsertionFrame_Shift_Insnovelc.538_539insAp.Asn182LysfsTer4p.N182Kfs*4Q99747protein_codingTCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NAPGSNVMissense_Mutationnovelc.707A>Gp.Glu236Glyp.E236GQ99747protein_codingdeleterious(0.01)benign(0.053)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
NAPGSNVMissense_Mutationnovelc.909G>Tp.Glu303Aspp.E303DQ99747protein_codingtolerated(0.74)probably_damaging(0.978)TCGA-AJ-A2QO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
NAPGSNVMissense_Mutationnovelc.732N>Tp.Gln244Hisp.Q244HQ99747protein_codingdeleterious(0.01)possibly_damaging(0.568)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
NAPGSNVMissense_Mutationnovelc.814N>Cp.Ser272Argp.S272RQ99747protein_codingdeleterious(0.02)possibly_damaging(0.483)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NAPGSNVMissense_Mutationc.245N>Ap.Gly82Glup.G82EQ99747protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
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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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