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: NAT9

Gene summary for NAT9

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NAT9

Gene ID

26151

Gene nameN-acetyltransferase 9 (putative)
Gene AliasEBSP, hNATL
Cytomap17q25.1
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9BTE0


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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
26151NAT9LZE7THumanEsophagusESCC3.05e-074.07e-010.0667
26151NAT9LZE8THumanEsophagusESCC3.76e-052.47e-010.067
26151NAT9LZE24THumanEsophagusESCC1.66e-174.56e-010.0596
26151NAT9P1T-EHumanEsophagusESCC6.68e-052.38e-010.0875
26151NAT9P2T-EHumanEsophagusESCC7.27e-222.85e-010.1177
26151NAT9P4T-EHumanEsophagusESCC2.43e-122.46e-010.1323
26151NAT9P5T-EHumanEsophagusESCC1.06e-082.01e-010.1327
26151NAT9P8T-EHumanEsophagusESCC1.41e-092.56e-010.0889
26151NAT9P9T-EHumanEsophagusESCC1.39e-052.01e-010.1131
26151NAT9P10T-EHumanEsophagusESCC7.97e-438.91e-010.116
26151NAT9P11T-EHumanEsophagusESCC3.81e-145.46e-010.1426
26151NAT9P12T-EHumanEsophagusESCC2.64e-203.98e-010.1122
26151NAT9P15T-EHumanEsophagusESCC8.96e-184.00e-010.1149
26151NAT9P16T-EHumanEsophagusESCC1.66e-174.11e-010.1153
26151NAT9P17T-EHumanEsophagusESCC2.75e-042.75e-010.1278
26151NAT9P19T-EHumanEsophagusESCC3.73e-032.43e-010.1662
26151NAT9P20T-EHumanEsophagusESCC2.03e-471.06e+000.1124
26151NAT9P21T-EHumanEsophagusESCC1.57e-173.59e-010.1617
26151NAT9P22T-EHumanEsophagusESCC5.28e-234.32e-010.1236
26151NAT9P23T-EHumanEsophagusESCC1.80e-164.10e-010.108
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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:004354313EsophagusESCCprotein acylation165/8552243/187231.69e-127.14e-11165
GO:000647313EsophagusESCCprotein acetylation140/8552201/187234.37e-121.69e-10140
GO:00064731LiverCirrhoticprotein acetylation84/4634201/187237.50e-082.25e-0684
GO:00435431LiverCirrhoticprotein acylation95/4634243/187234.73e-071.07e-0595
GO:00064732LiverHCCprotein acetylation135/7958201/187231.20e-125.92e-11135
GO:00435432LiverHCCprotein acylation157/7958243/187232.40e-121.12e-10157
GO:00435434Oral cavityOSCCprotein acylation149/7305243/187231.33e-125.80e-11149
GO:00064734Oral cavityOSCCprotein acetylation124/7305201/187235.59e-111.74e-09124
GO:004354312Oral cavityLPprotein acylation93/4623243/187231.65e-063.86e-0593
GO:000647312Oral cavityLPprotein acetylation78/4623201/187236.06e-061.20e-0478
GO:00064737ThyroidPTCprotein acetylation116/5968201/187233.05e-141.92e-12116
GO:00435437ThyroidPTCprotein acylation134/5968243/187234.22e-142.58e-12134
GO:000647315ThyroidATCprotein acetylation116/6293201/187231.75e-127.33e-11116
GO:004354315ThyroidATCprotein acylation134/6293243/187233.46e-121.40e-10134
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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
NAT9SNVMissense_Mutationc.24N>Cp.Leu8Phep.L8Fprotein_codingdeleterious(0.01)possibly_damaging(0.751)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
NAT9SNVMissense_Mutationc.467N>Tp.Pro156Leup.P156Lprotein_codingtolerated(0.15)probably_damaging(0.947)TCGA-AN-A0FL-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NAT9SNVMissense_Mutationc.614N>Ap.Arg205Lysp.R205Kprotein_codingtolerated(0.09)benign(0.272)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
NAT9SNVMissense_Mutationc.545T>Cp.Leu182Prop.L182Pprotein_codingdeleterious(0.04)probably_damaging(0.99)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
NAT9SNVMissense_Mutationc.483C>Ap.Phe161Leup.F161Lprotein_codingdeleterious(0)probably_damaging(0.998)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NAT9SNVMissense_Mutationc.394N>Ap.Ala132Thrp.A132Tprotein_codingdeleterious(0.03)benign(0.062)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NAT9SNVMissense_Mutationnovelc.202N>Tp.Asp68Tyrp.D68Yprotein_codingdeleterious(0)probably_damaging(0.985)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
NAT9SNVMissense_Mutationnovelc.304N>Tp.Asp102Tyrp.D102Yprotein_codingdeleterious(0)probably_damaging(0.959)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NAT9SNVMissense_Mutationnovelc.313N>Tp.Asp105Tyrp.D105Yprotein_codingdeleterious(0)probably_damaging(0.991)TCGA-E6-A1M0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
NAT9SNVMissense_Mutationrs148689395c.512N>Tp.Thr171Metp.T171Mprotein_codingtolerated(0.13)benign(0.006)TCGA-EY-A1H0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapytaxolSD
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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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