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: PNMT

Gene summary for PNMT

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PNMT

Gene ID

5409

Gene namephenylethanolamine N-methyltransferase
Gene AliasPENT
Cytomap17q12
Gene Typeprotein-coding
GO ID

GO:0006576

UniProtAcc

P11086


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
5409PNMTGSM4909290HumanBreastIDC1.50e-186.45e-010.2096
5409PNMTGSM4909293HumanBreastIDC4.61e-073.48e-010.1581
5409PNMTGSM4909294HumanBreastIDC9.45e-271.05e+000.2022
5409PNMTNCCBC5HumanBreastDCIS1.49e-033.76e-010.2046
5409PNMTP2HumanBreastIDC2.32e-074.23e-010.21
5409PNMTS014HumanLiverHCC3.33e-151.13e+000.2254
5409PNMTS015HumanLiverHCC2.91e-141.11e+000.2375
5409PNMTS016HumanLiverHCC1.30e-261.23e+000.2243
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
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
∗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:00424011BreastIDCcellular biogenic amine biosynthetic process8/143437/187236.04e-034.33e-028
GO:00093091BreastIDCamine biosynthetic process8/143438/187237.15e-034.92e-028
GO:00424012BreastDCIScellular biogenic amine biosynthetic process8/139037/187235.01e-033.72e-028
GO:00093092BreastDCISamine biosynthetic process8/139038/187235.94e-034.25e-028
GO:0032259LiverHCCmethylation206/7958364/187233.35e-087.53e-07206
GO:19016172LiverHCCorganic hydroxy compound biosynthetic process129/7958237/187231.32e-041.08e-03129
Page: 1 

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
PNMTdeletionFrame_Shift_Delnovelc.449_479delGGGTGAAACGGGTCCTGCCCATCGACGTGCAp.Arg150ThrfsTer28p.R150Tfs*28P11086protein_codingTCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
PNMTSNVMissense_Mutationc.274N>Gp.Ser92Glyp.S92GP11086protein_codingdeleterious(0.02)benign(0.007)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PNMTSNVMissense_Mutationc.254N>Gp.Tyr85Cysp.Y85CP11086protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
PNMTSNVMissense_Mutationnovelc.718A>Gp.Arg240Glyp.R240GP11086protein_codingtolerated(0.1)benign(0.147)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
PNMTSNVMissense_Mutationc.530C>Tp.Ala177Valp.A177VP11086protein_codingdeleterious(0.01)possibly_damaging(0.821)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PNMTSNVMissense_Mutationc.491C>Ap.Pro164Hisp.P164HP11086protein_codingdeleterious(0)probably_damaging(1)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PNMTinsertionFrame_Shift_Insrs771451039c.621_622insGp.His210AlafsTer27p.H210Afs*27P11086protein_codingTCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PNMTdeletionFrame_Shift_Delc.627delGp.His210ThrfsTer20p.H210Tfs*20P11086protein_codingTCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PNMTSNVMissense_Mutationrs141973736c.472N>Ap.Asp158Asnp.D158NP11086protein_codingdeleterious(0.04)probably_damaging(0.999)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
PNMTSNVMissense_Mutationnovelc.407N>Gp.Lys136Argp.K136RP11086protein_codingtolerated(0.65)benign(0)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 

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
5409PNMTDRUGGABLE GENOME, ENZYMENERVE GROWTH FACTOR16926281
5409PNMTDRUGGABLE GENOME, ENZYMEinhibitor178103244
Page: 1