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: NAT1

Gene summary for NAT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NAT1

Gene ID

9

Gene nameN-acetyltransferase 1
Gene AliasAAC1
Cytomap8p22
Gene Typeprotein-coding
GO ID

GO:0006805

UniProtAcc

P18440


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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
9NAT1GSM4909293HumanBreastIDC2.14e-202.94e-010.1581
9NAT1GSM4909301HumanBreastIDC1.08e-041.77e-010.1577
9NAT1GSM4909302HumanBreastIDC2.03e-042.38e-010.1545
9NAT1GSM4909307HumanBreastIDC6.51e-275.45e-010.1569
9NAT1GSM4909308HumanBreastIDC5.04e-709.70e-010.158
9NAT1GSM4909317HumanBreastIDC7.99e-153.46e-010.1355
9NAT1GSM4909318HumanBreastIDC3.03e-076.66e-010.2031
9NAT1GSM4909321HumanBreastIDC5.62e-104.10e-010.1559
9NAT1NCCBC11HumanBreastDCIS1.04e-066.00e-010.1232
9NAT1NCCBC3HumanBreastDCIS2.50e-235.17e-010.1198
9NAT1P3HumanBreastIDC6.97e-043.71e-010.1542
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
∗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:004225420Oral cavityOSCCribosome biogenesis230/7305299/187233.22e-416.80e-38230
GO:000636410Oral cavityOSCCrRNA processing172/7305225/187231.57e-301.24e-27172
GO:00344709Oral cavityOSCCncRNA processing263/7305395/187234.38e-292.78e-26263
GO:001607210Oral cavityOSCCrRNA metabolic process176/7305236/187236.51e-293.24e-26176
GO:00346605Oral cavityOSCCncRNA metabolic process296/7305485/187232.94e-236.65e-21296
GO:00447728Oral cavityOSCCmitotic cell cycle phase transition255/7305424/187235.29e-196.98e-17255
GO:000641720Oral cavityOSCCregulation of translation274/7305468/187234.39e-184.63e-16274
GO:004572719Oral cavityOSCCpositive regulation of translation101/7305136/187235.85e-174.94e-15101
GO:004227420Oral cavityOSCCribosomal small subunit biogenesis63/730573/187237.61e-176.34e-1563
GO:003425019Oral cavityOSCCpositive regulation of cellular amide metabolic process115/7305162/187231.28e-161.05e-14115
GO:00330448Oral cavityOSCCregulation of chromosome organization123/7305187/187239.87e-145.17e-12123
GO:005105210Oral cavityOSCCregulation of DNA metabolic process207/7305359/187234.45e-132.17e-11207
GO:00435434Oral cavityOSCCprotein acylation149/7305243/187231.33e-125.80e-11149
GO:007190010Oral cavityOSCCregulation of protein serine/threonine kinase activity201/7305359/187233.90e-111.27e-09201
GO:00064734Oral cavityOSCCprotein acetylation124/7305201/187235.59e-111.74e-09124
GO:00304903Oral cavityOSCCmaturation of SSU-rRNA41/730550/187235.59e-101.46e-0841
GO:000072316Oral cavityOSCCtelomere maintenance85/7305131/187231.72e-094.09e-0885
GO:001063918Oral cavityOSCCnegative regulation of organelle organization190/7305348/187232.12e-094.97e-08190
GO:00457879Oral cavityOSCCpositive regulation of cell cycle173/7305313/187233.28e-097.44e-08173
GO:004873220Oral cavityOSCCgland development226/7305436/187232.78e-085.39e-07226
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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
NAT1SNVMissense_Mutationc.655N>Ap.Gly219Argp.G219Rprotein_codingdeleterious(0.02)possibly_damaging(0.887)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
NAT1insertionFrame_Shift_Insrs746311173c.486dupAp.Tyr163IlefsTer15p.Y163Ifs*15protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NAT1insertionIn_Frame_Insnovelc.1043_1044insGCCTCTCTCp.Arg348_Phe349insProLeuSerp.R348_F349insPLSprotein_codingTCGA-B6-A0IN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
NAT1SNVMissense_Mutationnovelc.37N>Ap.Glu13Lysp.E13Kprotein_codingpossibly_damaging(0.502)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NAT1SNVMissense_Mutationc.1014G>Cp.Gln338Hisp.Q338Hprotein_codingtolerated(0.07)possibly_damaging(0.477)TCGA-EK-A2RC-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NAT1SNVMissense_Mutationnovelc.689N>Cp.Gln230Prop.Q230Pprotein_codingtolerated(0.18)benign(0.057)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
NAT1SNVMissense_Mutationrs138061602c.377G>Ap.Arg126Glnp.R126Qprotein_codingdeleterious(0.02)possibly_damaging(0.903)TCGA-A5-A0GB-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
NAT1SNVMissense_Mutationnovelc.689A>Gp.Gln230Argp.Q230Rprotein_codingtolerated(0.08)benign(0.057)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NAT1SNVMissense_Mutationc.974N>Gp.Ile325Argp.I325Rprotein_codingdeleterious(0)probably_damaging(0.964)TCGA-AP-A054-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
NAT1SNVMissense_Mutationnovelc.473N>Ap.Thr158Asnp.T158Nprotein_codingtolerated(0.2)benign(0.005)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
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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
9NAT1ENZYME, DRUGGABLE GENOMEinhibitorCHEMBL1201023ORPHENADRINE HYDROCHLORIDE
9NAT1ENZYME, DRUGGABLE GENOMECHEMBL1201483PSEUDOEPHEDRINE POLISTIREX
9NAT1ENZYME, DRUGGABLE GENOMEinhibitorCHEMBL1898523PHENDIMETRAZINE TARTRATE
9NAT1ENZYME, DRUGGABLE GENOMEinhibitorCHEMBL3301595DASOTRALINE
9NAT1ENZYME, DRUGGABLE GENOMECHEMBL1200992
9NAT1ENZYME, DRUGGABLE GENOMEinhibitorCHEMBL1237135MAPROTILINE HYDROCHLORIDE
9NAT1ENZYME, DRUGGABLE GENOMEinhibitorCHEMBL1722METHYLPHENIDATE HYDROCHLORIDE
9NAT1ENZYME, DRUGGABLE GENOMEinhibitorCHEMBL1200492NEFAZODONE HYDROCHLORIDE
9NAT1ENZYME, DRUGGABLE GENOMEinhibitorCHEMBL2105732LEVOMILNACIPRAN HYDROCHLORIDE
9NAT1ENZYME, DRUGGABLE GENOMEinhibitorCHEMBL2103857EDIVOXETINE
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