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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

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


Top

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
Page: 1 

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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00330024Oral cavityOSCCmuscle cell proliferation115/7305248/187231.05e-023.58e-02115
GO:0006040Oral cavityOSCCamino sugar metabolic process24/730542/187231.30e-024.34e-0224
GO:0006047Oral cavityOSCCUDP-N-acetylglucosamine metabolic process10/730514/187231.44e-024.69e-0210
GO:000188919Oral cavityLPliver development62/4623147/187232.32e-065.14e-0562
GO:0048732110Oral cavityLPgland development149/4623436/187234.51e-069.17e-05149
GO:006100819Oral cavityLPhepaticobiliary system development62/4623150/187235.13e-061.03e-0462
GO:003304422Oral cavityEOLPregulation of chromosome organization50/2218187/187231.80e-087.94e-0750
GO:007190023Oral cavityEOLPregulation of protein serine/threonine kinase activity75/2218359/187235.81e-071.53e-0575
GO:003300212Oral cavityEOLPmuscle cell proliferation56/2218248/187231.25e-063.00e-0556
GO:004865915Oral cavityEOLPsmooth muscle cell proliferation44/2218184/187233.47e-067.48e-0544
GO:004477222Oral cavityEOLPmitotic cell cycle phase transition81/2218424/187238.32e-061.59e-0481
GO:004866015Oral cavityEOLPregulation of smooth muscle cell proliferation42/2218180/187231.10e-051.93e-0442
GO:004586017Oral cavityEOLPpositive regulation of protein kinase activity74/2218386/187231.78e-052.89e-0474
GO:001003826Oral cavityEOLPresponse to metal ion71/2218373/187233.32e-054.65e-0471
GO:001063923Oral cavityEOLPnegative regulation of organelle organization67/2218348/187233.78e-055.21e-0467
GO:000008221Oral cavityEOLPG1/S transition of mitotic cell cycle46/2218214/187234.02e-055.51e-0446
GO:003367419Oral cavityEOLPpositive regulation of kinase activity82/2218467/187231.58e-041.68e-0382
GO:00515929Oral cavityEOLPresponse to calcium ion33/2218149/187232.62e-042.54e-0333
GO:004484321Oral cavityEOLPcell cycle G1/S phase transition47/2218241/187233.79e-043.41e-0347
GO:007190214Oral cavityEOLPpositive regulation of protein serine/threonine kinase activity40/2218200/187235.93e-044.99e-0340
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
Page: 1 2 3 

Top

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
Page: 1 2 3 4 5 6 7