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: NAA60

Gene summary for NAA60

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NAA60

Gene ID

79903

Gene nameN-alpha-acetyltransferase 60, NatF catalytic subunit
Gene AliasHAT4
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0006323

UniProtAcc

Q9H7X0


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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
79903NAA60LZE4THumanEsophagusESCC2.13e-112.28e-010.0811
79903NAA60LZE5THumanEsophagusESCC1.39e-021.52e-010.0514
79903NAA60LZE7THumanEsophagusESCC8.98e-126.54e-010.0667
79903NAA60LZE8THumanEsophagusESCC5.18e-112.87e-010.067
79903NAA60LZE20THumanEsophagusESCC2.08e-082.21e-010.0662
79903NAA60LZE22THumanEsophagusESCC9.86e-052.92e-010.068
79903NAA60LZE24THumanEsophagusESCC1.45e-215.28e-010.0596
79903NAA60LZE21THumanEsophagusESCC1.59e-093.79e-010.0655
79903NAA60LZE6THumanEsophagusESCC1.32e-041.18e-010.0845
79903NAA60P1T-EHumanEsophagusESCC2.51e-155.43e-010.0875
79903NAA60P2T-EHumanEsophagusESCC5.35e-336.89e-010.1177
79903NAA60P4T-EHumanEsophagusESCC1.53e-223.67e-010.1323
79903NAA60P5T-EHumanEsophagusESCC9.49e-222.29e-010.1327
79903NAA60P8T-EHumanEsophagusESCC9.79e-284.73e-010.0889
79903NAA60P9T-EHumanEsophagusESCC1.70e-142.74e-010.1131
79903NAA60P10T-EHumanEsophagusESCC2.53e-142.74e-010.116
79903NAA60P11T-EHumanEsophagusESCC1.69e-206.77e-010.1426
79903NAA60P12T-EHumanEsophagusESCC4.41e-427.41e-010.1122
79903NAA60P15T-EHumanEsophagusESCC1.34e-326.89e-010.1149
79903NAA60P16T-EHumanEsophagusESCC5.91e-172.21e-010.1153
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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:00183937ThyroidPTCinternal peptidyl-lysine acetylation91/5968158/187232.04e-117.91e-1091
GO:00165737ThyroidPTChistone acetylation88/5968152/187232.97e-111.10e-0988
GO:00439677ThyroidPTChistone H4 acetylation45/596867/187233.16e-098.63e-0845
GO:000632520ThyroidPTCchromatin organization183/5968409/187232.55e-085.70e-07183
GO:005160420ThyroidPTCprotein maturation132/5968294/187231.71e-062.39e-05132
GO:00070595ThyroidPTCchromosome segregation146/5968346/187232.99e-052.87e-04146
GO:00439663ThyroidPTChistone H3 acetylation34/596861/187239.78e-058.05e-0434
GO:00063385ThyroidPTCchromatin remodeling106/5968255/187236.56e-044.13e-03106
GO:001657017ThyroidATChistone modification243/6293463/187232.23e-172.27e-15243
GO:000705913ThyroidATCchromosome segregation183/6293346/187238.03e-144.23e-12183
GO:001820516ThyroidATCpeptidyl-lysine modification193/6293376/187236.92e-133.06e-11193
GO:000647315ThyroidATCprotein acetylation116/6293201/187231.75e-127.33e-11116
GO:004354315ThyroidATCprotein acylation134/6293243/187233.46e-121.40e-10134
GO:001839415ThyroidATCpeptidyl-lysine acetylation100/6293169/187237.65e-122.91e-10100
GO:000647515ThyroidATCinternal protein amino acid acetylation93/6293160/187231.59e-104.82e-0993
GO:001839315ThyroidATCinternal peptidyl-lysine acetylation92/6293158/187231.75e-105.24e-0992
GO:001657314ThyroidATChistone acetylation89/6293152/187232.31e-106.72e-0989
GO:004396713ThyroidATChistone H4 acetylation45/629367/187232.01e-083.93e-0745
GO:0006325110ThyroidATCchromatin organization189/6293409/187236.40e-081.13e-06189
GO:0051604110ThyroidATCprotein maturation136/6293294/187234.00e-064.42e-05136
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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
NAA60SNVMissense_Mutationc.337N>Cp.Glu113Glnp.E113QQ9H7X0protein_codingtolerated(0.2)benign(0.143)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
NAA60SNVMissense_Mutationc.479N>Ap.Arg160Lysp.R160KQ9H7X0protein_codingtolerated(0.18)possibly_damaging(0.56)TCGA-AR-A0TZ-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificDoxorubicinPD
NAA60SNVMissense_Mutationnovelc.290N>Gp.Ser97Cysp.S97CQ9H7X0protein_codingtolerated(0.11)probably_damaging(0.935)TCGA-EK-A2IP-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NAA60SNVMissense_Mutationc.502N>Gp.Leu168Valp.L168VQ9H7X0protein_codingdeleterious(0)probably_damaging(0.948)TCGA-EK-A2IP-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NAA60SNVMissense_Mutationc.362N>Tp.Ser121Phep.S121FQ9H7X0protein_codingdeleterious(0)probably_damaging(0.997)TCGA-EK-A2R7-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NAA60SNVMissense_Mutationc.518N>Gp.Ser173Cysp.S173CQ9H7X0protein_codingtolerated(0.15)possibly_damaging(0.706)TCGA-EK-A2R7-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NAA60SNVMissense_Mutationnovelc.177C>Ap.Phe59Leup.F59LQ9H7X0protein_codingtolerated(0.18)benign(0.113)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
NAA60SNVMissense_Mutationrs779804473c.328N>Ap.Val110Ilep.V110IQ9H7X0protein_codingdeleterious(0.01)probably_damaging(0.983)TCGA-A5-A0VP-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
NAA60SNVMissense_Mutationc.452N>Gp.Asn151Serp.N151SQ9H7X0protein_codingtolerated(0.49)benign(0.007)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NAA60SNVMissense_Mutationc.568G>Ap.Gly190Serp.G190SQ9H7X0protein_codingdeleterious(0.01)possibly_damaging(0.858)TCGA-AP-A0LG-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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