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: NAA10

Gene summary for NAA10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NAA10

Gene ID

8260

Gene nameN-alpha-acetyltransferase 10, NatA catalytic subunit
Gene AliasARD1
CytomapXq28
Gene Typeprotein-coding
GO ID

GO:0000070

UniProtAcc

P41227


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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
8260NAA10Pt14.bHumanLiverHCC3.14e-042.70e-010.018
8260NAA10S014HumanLiverHCC1.96e-197.97e-010.2254
8260NAA10S015HumanLiverHCC3.80e-084.90e-010.2375
8260NAA10S016HumanLiverHCC1.46e-033.32e-010.2243
8260NAA10S027HumanLiverHCC1.22e-211.98e+000.2446
8260NAA10S028HumanLiverHCC3.26e-331.64e+000.2503
8260NAA10S029HumanLiverHCC1.11e-402.34e+000.2581
8260NAA10C04HumanOral cavityOSCC5.33e-452.90e+000.2633
8260NAA10C21HumanOral cavityOSCC2.13e-733.38e+000.2678
8260NAA10C30HumanOral cavityOSCC6.49e-573.60e+000.3055
8260NAA10C38HumanOral cavityOSCC1.11e-171.75e+000.172
8260NAA10C43HumanOral cavityOSCC7.16e-1112.38e+000.1704
8260NAA10C46HumanOral cavityOSCC1.63e-431.17e+000.1673
8260NAA10C51HumanOral cavityOSCC2.22e-342.11e+000.2674
8260NAA10C57HumanOral cavityOSCC6.71e-229.88e-010.1679
8260NAA10C06HumanOral cavityOSCC2.77e-162.58e+000.2699
8260NAA10C07HumanOral cavityOSCC2.36e-082.28e+000.2491
8260NAA10C08HumanOral cavityOSCC5.09e-581.46e+000.1919
8260NAA10C09HumanOral cavityOSCC5.81e-126.39e-010.1431
8260NAA10LN22HumanOral cavityOSCC7.41e-141.75e+000.1733
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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:00330449EsophagusHGINregulation of chromosome organization51/2587187/187238.91e-073.61e-0551
GO:001063920EsophagusHGINnegative regulation of organelle organization79/2587348/187234.12e-061.37e-0479
GO:005160417EsophagusHGINprotein maturation68/2587294/187239.77e-062.86e-0468
GO:01400146EsophagusHGINmitotic nuclear division61/2587287/187233.38e-045.55e-0361
GO:00070593EsophagusHGINchromosome segregation71/2587346/187233.47e-045.62e-0371
GO:00064735EsophagusHGINprotein acetylation45/2587201/187236.17e-048.58e-0345
GO:00435435EsophagusHGINprotein acylation51/2587243/187231.33e-031.57e-0251
GO:00064755EsophagusHGINinternal protein amino acid acetylation36/2587160/187231.87e-032.01e-0236
GO:00000703EsophagusHGINmitotic sister chromatid segregation36/2587168/187234.42e-033.87e-0236
GO:014001414EsophagusESCCmitotic nuclear division218/8552287/187236.17e-261.78e-23218
GO:000007011EsophagusESCCmitotic sister chromatid segregation138/8552168/187231.37e-222.63e-20138
GO:00008194EsophagusESCCsister chromatid segregation157/8552202/187238.41e-211.33e-18157
GO:003304416EsophagusESCCregulation of chromosome organization145/8552187/187233.80e-194.31e-17145
GO:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00988133EsophagusESCCnuclear chromosome segregation187/8552281/187231.00e-124.36e-11187
GO:004354313EsophagusESCCprotein acylation165/8552243/187231.69e-127.14e-11165
GO:000647313EsophagusESCCprotein acetylation140/8552201/187234.37e-121.69e-10140
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:000647513EsophagusESCCinternal protein amino acid acetylation115/8552160/187231.43e-115.08e-10115
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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
NAA10SNVMissense_Mutationc.281N>Ap.Ala94Aspp.A94DP41227protein_codingdeleterious(0)probably_damaging(0.93)TCGA-B6-A0IC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NAA10SNVMissense_Mutationc.221C>Tp.Ser74Leup.S74LP41227protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
NAA10SNVMissense_Mutationnovelc.385C>Gp.Gln129Glup.Q129EP41227protein_codingtolerated(0.51)benign(0.001)TCGA-C5-A8YQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
NAA10SNVMissense_Mutationc.248N>Ap.Arg83Hisp.R83HP41227protein_codingdeleterious(0.03)probably_damaging(0.994)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NAA10SNVMissense_Mutationnovelc.144N>Tp.Glu48Aspp.E48DP41227protein_codingtolerated(0.21)benign(0.021)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NAA10SNVMissense_Mutationrs369415038c.511N>Ap.Val171Metp.V171MP41227protein_codingtolerated(0.1)benign(0.022)TCGA-AP-A0LG-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NAA10SNVMissense_Mutationc.92N>Gp.Tyr31Cysp.Y31CP41227protein_codingdeleterious(0.03)probably_damaging(0.997)TCGA-AX-A0IU-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapycarboplatinSD
NAA10SNVMissense_Mutationnovelc.45G>Tp.Gln15Hisp.Q15HP41227protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
NAA10SNVMissense_Mutationnovelc.137N>Gp.Glu46Glyp.E46GP41227protein_codingdeleterious(0)probably_damaging(0.982)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
NAA10SNVMissense_Mutationnovelc.50N>Ap.Cys17Tyrp.C17YP41227protein_codingdeleterious(0)possibly_damaging(0.642)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
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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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