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: ME3

Gene summary for ME3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ME3

Gene ID

10873

Gene namemalic enzyme 3
Gene AliasNADP-ME
Cytomap11q14.2
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

Q16798


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
10873ME3male-WTAHumanThyroidPTC3.36e-071.03e-010.1037
10873ME3PTC01HumanThyroidPTC5.59e-057.20e-020.1899
10873ME3PTC04HumanThyroidPTC1.39e-051.22e-010.1927
10873ME3PTC06HumanThyroidPTC1.09e-093.08e-010.2057
10873ME3PTC07HumanThyroidPTC7.76e-101.49e-010.2044
10873ME3ATC09HumanThyroidATC2.33e-043.04e-010.2871
10873ME3ATC12HumanThyroidATC1.58e-031.02e-010.34
10873ME3ATC1HumanThyroidATC1.57e-043.54e-010.2878
10873ME3ATC2HumanThyroidATC1.12e-181.14e+000.34
10873ME3ATC4HumanThyroidATC9.88e-041.40e-010.34
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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.

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:000913218Oral cavityLPnucleoside diphosphate metabolic process46/4623124/187231.39e-031.10e-0246
GO:190280612Oral cavityLPregulation of cell cycle G1/S phase transition59/4623168/187231.55e-031.20e-0259
GO:200004512Oral cavityLPregulation of G1/S transition of mitotic cell cycle51/4623142/187231.81e-031.37e-0251
GO:004639018Oral cavityLPribose phosphate biosynthetic process65/4623190/187231.97e-031.47e-0265
GO:190129315Oral cavityLPnucleoside phosphate biosynthetic process84/4623256/187231.98e-031.47e-0284
GO:0009259110Oral cavityLPribonucleotide metabolic process120/4623385/187232.15e-031.57e-02120
GO:000916515Oral cavityLPnucleotide biosynthetic process83/4623254/187232.38e-031.71e-0283
GO:00062211Oral cavityLPpyrimidine nucleotide biosynthetic process15/462330/187232.39e-031.71e-0215
GO:004693918Oral cavityLPnucleotide phosphorylation38/4623101/187232.60e-031.83e-0238
GO:00091471Oral cavityLPpyrimidine nucleoside triphosphate metabolic process13/462325/187232.98e-032.04e-0213
GO:004603911Oral cavityLPGTP metabolic process13/462325/187232.98e-032.04e-0213
GO:0006163110Oral cavityLPpurine nucleotide metabolic process122/4623396/187233.10e-032.11e-02122
GO:0009141110Oral cavityLPnucleoside triphosphate metabolic process41/4623112/187233.25e-032.18e-0241
GO:0009150110Oral cavityLPpurine ribonucleotide metabolic process114/4623368/187233.41e-032.28e-02114
GO:007252210Oral cavityLPpurine-containing compound biosynthetic process66/4623200/187234.84e-033.05e-0266
GO:000616518Oral cavityLPnucleoside diphosphate phosphorylation36/462399/187236.29e-033.71e-0236
GO:00061832Oral cavityLPGTP biosynthetic process7/462311/187237.01e-033.96e-027
GO:000926018Oral cavityLPribonucleotide biosynthetic process60/4623182/187237.12e-034.00e-0260
GO:00091481Oral cavityLPpyrimidine nucleoside triphosphate biosynthetic process10/462319/187238.09e-034.40e-0210
GO:000616410Oral cavityLPpurine nucleotide biosynthetic process62/4623191/187239.12e-034.86e-0262
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 28 29 30 31 32 33 

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
ME3SNVMissense_Mutationnovelc.990N>Ap.His330Glnp.H330QQ16798protein_codingtolerated(0.5)possibly_damaging(0.552)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ME3SNVMissense_Mutationc.121N>Ap.Ala41Thrp.A41TQ16798protein_codingtolerated(0.53)benign(0.003)TCGA-BH-A0DG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
ME3SNVMissense_Mutationnovelc.1081G>Ap.Glu361Lysp.E361KQ16798protein_codingdeleterious(0.04)benign(0.162)TCGA-C8-A12Q-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
ME3SNVMissense_Mutationc.724N>Gp.Leu242Valp.L242VQ16798protein_codingdeleterious(0.01)benign(0.255)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
ME3SNVMissense_Mutationc.431N>Tp.Ala144Valp.A144VQ16798protein_codingdeleterious(0.01)possibly_damaging(0.855)TCGA-D8-A1XC-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
ME3insertionNonsense_Mutationnovelc.682_683insAGAGAAATGTTAAAAATAAGATATCAGCCACATAACAAGCACTAATp.Leu228GlnfsTer12p.L228Qfs*12Q16798protein_codingTCGA-AN-A049-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ME3SNVMissense_Mutationnovelc.1108N>Ap.Asp370Asnp.D370NQ16798protein_codingdeleterious(0.03)possibly_damaging(0.654)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
ME3SNVMissense_Mutationrs369256814c.590N>Cp.Leu197Prop.L197PQ16798protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-6138-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ME3SNVMissense_Mutationc.446G>Ap.Gly149Aspp.G149DQ16798protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-3819-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ME3SNVMissense_Mutationc.988C>Ap.His330Asnp.H330NQ16798protein_codingtolerated(0.45)benign(0.076)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 

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
10873ME3ENZYMEDHTANDROSTANOLONE1811987
10873ME3ENZYMEASPIRINASPIRIN8611656
10873ME3ENZYMEGLUTACONATEGLUTACONATE19595601
10873ME3ENZYMEMALEIC ACIDMALEIC ACID19595601
10873ME3ENZYMEMALONIC ACIDMALONIC ACID19595601
Page: 1