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: NNMT

Gene summary for NNMT

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NNMT

Gene ID

4837

Gene namenicotinamide N-methyltransferase
Gene AliasNNMT
Cytomap11q23.2
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

P40261


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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
4837NNMTGSM4909277HumanBreastPrecancer1.76e-046.98e-010.0177
4837NNMTGSM4909285HumanBreastIDC8.44e-15-3.98e-010.21
4837NNMTGSM4909286HumanBreastIDC6.26e-19-4.32e-010.1081
4837NNMTGSM4909290HumanBreastIDC1.30e-02-3.49e-010.2096
4837NNMTGSM4909291HumanBreastIDC1.23e-02-3.65e-010.1753
4837NNMTGSM4909293HumanBreastIDC3.43e-13-3.03e-010.1581
4837NNMTGSM4909294HumanBreastIDC1.58e-10-3.20e-010.2022
4837NNMTGSM4909296HumanBreastIDC5.87e-11-3.46e-010.1524
4837NNMTGSM4909297HumanBreastIDC5.33e-07-2.78e-010.1517
4837NNMTGSM4909298HumanBreastIDC1.08e-10-3.76e-010.1551
4837NNMTGSM4909299HumanBreastIDC2.06e-033.86e-010.035
4837NNMTGSM4909301HumanBreastIDC4.69e-19-4.26e-010.1577
4837NNMTGSM4909304HumanBreastIDC9.83e-13-3.89e-010.1636
4837NNMTGSM4909307HumanBreastIDC1.73e-07-3.24e-010.1569
4837NNMTGSM4909308HumanBreastIDC3.49e-10-4.18e-010.158
4837NNMTGSM4909309HumanBreastIDC1.06e-054.38e-010.0483
4837NNMTGSM4909311HumanBreastIDC1.19e-16-3.77e-010.1534
4837NNMTGSM4909312HumanBreastIDC5.96e-23-4.30e-010.1552
4837NNMTGSM4909315HumanBreastIDC6.54e-18-4.33e-010.21
4837NNMTGSM4909316HumanBreastIDC3.34e-04-4.35e-010.21
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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
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:003106015ThyroidATCregulation of histone methylation38/629369/187231.97e-041.31e-0338
GO:190129318ThyroidATCnucleoside phosphate biosynthetic process110/6293256/187231.06e-035.58e-03110
GO:000916518ThyroidATCnucleotide biosynthetic process109/6293254/187231.17e-036.15e-03109
GO:009031211ThyroidATCpositive regulation of protein deacetylation16/629325/187231.81e-038.90e-0316
GO:003496815ThyroidATChistone lysine methylation54/6293115/187232.00e-039.58e-0354
GO:004341412ThyroidATCmacromolecule methylation131/6293316/187232.01e-039.60e-03131
GO:003225911ThyroidATCmethylation148/6293364/187232.69e-031.23e-02148
GO:000941027ThyroidATCresponse to xenobiotic stimulus184/6293462/187232.70e-031.23e-02184
GO:000610913ThyroidATCregulation of carbohydrate metabolic process78/6293178/187232.81e-031.28e-0278
GO:004636411ThyroidATCmonosaccharide biosynthetic process39/629382/187236.04e-032.42e-0239
GO:00903116ThyroidATCregulation of protein deacetylation25/629348/187236.27e-032.50e-0225
GO:001090612ThyroidATCregulation of glucose metabolic process52/6293119/187231.37e-024.77e-0252
GO:00193194ThyroidATChexose biosynthetic process36/629378/187231.43e-024.92e-0236
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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
NNMTdeletionFrame_Shift_Delnovelc.175delNp.Leu59Terp.L59*P40261protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
NNMTSNVMissense_Mutationrs141072720c.52N>Tp.Arg18Trpp.R18WP40261protein_codingdeleterious(0)possibly_damaging(0.865)TCGA-C5-A7CK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
NNMTSNVMissense_Mutationc.616N>Cp.Ile206Leup.I206LP40261protein_codingdeleterious(0.01)benign(0.08)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NNMTSNVMissense_Mutationnovelc.703N>Gp.Phe235Valp.F235VP40261protein_codingtolerated(0.27)benign(0.445)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
NNMTSNVMissense_Mutationrs750805211c.697N>Ap.Glu233Lysp.E233KP40261protein_codingtolerated(0.52)benign(0.015)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
NNMTSNVMissense_Mutationc.141G>Tp.Lys47Asnp.K47NP40261protein_codingdeleterious(0.02)benign(0.151)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
NNMTSNVMissense_Mutationnovelc.56N>Cp.Asp19Alap.D19AP40261protein_codingtolerated(0.5)benign(0.006)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NNMTSNVMissense_Mutationnovelc.187N>Tp.Gly63Cysp.G63CP40261protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
NNMTSNVMissense_Mutationc.133N>Ap.Leu45Ilep.L45IP40261protein_codingdeleterious(0.04)benign(0.283)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
NNMTSNVMissense_Mutationc.416N>Cp.Leu139Prop.L139PP40261protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A051-01Endometriumuterine 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
4837NNMTDRUGGABLE GENOMENIACINNIACIN
4837NNMTDRUGGABLE GENOMEARI-3037MO
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