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:000920614BreastIDCpurine ribonucleoside triphosphate biosynthetic process24/143468/187237.70e-111.07e-0824
GO:000914514BreastIDCpurine nucleoside triphosphate biosynthetic process24/143469/187231.10e-101.38e-0824
GO:000914214BreastIDCnucleoside triphosphate biosynthetic process26/143485/187234.72e-105.06e-0826
GO:000920113BreastIDCribonucleoside triphosphate biosynthetic process24/143474/187235.73e-106.03e-0824
GO:000914414BreastIDCpurine nucleoside triphosphate metabolic process26/143488/187231.09e-091.07e-0726
GO:000920514BreastIDCpurine ribonucleoside triphosphate metabolic process25/143482/187231.10e-091.07e-0725
GO:000914114BreastIDCnucleoside triphosphate metabolic process29/1434112/187233.68e-093.03e-0729
GO:000919913BreastIDCribonucleoside triphosphate metabolic process25/143489/187237.22e-095.47e-0725
GO:000915214BreastIDCpurine ribonucleotide biosynthetic process34/1434169/187231.63e-078.92e-0634
GO:004639013BreastIDCribose phosphate biosynthetic process36/1434190/187233.40e-071.73e-0536
GO:000926013BreastIDCribonucleotide biosynthetic process35/1434182/187233.40e-071.73e-0535
GO:000915014BreastIDCpurine ribonucleotide metabolic process55/1434368/187231.30e-065.72e-0555
GO:001969314BreastIDCribose phosphate metabolic process58/1434396/187231.31e-065.73e-0558
GO:000675313BreastIDCnucleoside phosphate metabolic process68/1434497/187232.01e-068.23e-0568
GO:000911713BreastIDCnucleotide metabolic process67/1434489/187232.28e-069.05e-0567
GO:000925914BreastIDCribonucleotide metabolic process56/1434385/187232.47e-069.63e-0556
GO:000616413BreastIDCpurine nucleotide biosynthetic process34/1434191/187233.11e-061.15e-0434
GO:190129313BreastIDCnucleoside phosphate biosynthetic process41/1434256/187235.15e-061.73e-0441
GO:000616314BreastIDCpurine nucleotide metabolic process56/1434396/187235.90e-061.90e-0456
GO:004693913BreastIDCnucleotide phosphorylation22/1434101/187236.31e-061.98e-0422
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