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: IDH3G

Gene summary for IDH3G

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IDH3G

Gene ID

3421

Gene nameisocitrate dehydrogenase (NAD(+)) 3 non-catalytic subunit gamma
Gene AliasH-IDHG
CytomapXq28
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

P51553


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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
3421IDH3GLZE4THumanEsophagusESCC3.50e-113.53e-010.0811
3421IDH3GLZE7THumanEsophagusESCC1.60e-084.77e-010.0667
3421IDH3GLZE8THumanEsophagusESCC6.36e-093.28e-010.067
3421IDH3GLZE20THumanEsophagusESCC1.29e-063.73e-010.0662
3421IDH3GLZE22D1HumanEsophagusHGIN7.60e-091.90e-010.0595
3421IDH3GLZE22THumanEsophagusESCC2.92e-034.15e-010.068
3421IDH3GLZE24THumanEsophagusESCC1.27e-391.10e+000.0596
3421IDH3GLZE21THumanEsophagusESCC1.55e-065.22e-010.0655
3421IDH3GLZE6THumanEsophagusESCC1.37e-104.09e-010.0845
3421IDH3GP1T-EHumanEsophagusESCC2.58e-211.02e+000.0875
3421IDH3GP2T-EHumanEsophagusESCC1.17e-388.55e-010.1177
3421IDH3GP4T-EHumanEsophagusESCC2.98e-326.29e-010.1323
3421IDH3GP5T-EHumanEsophagusESCC2.74e-255.57e-010.1327
3421IDH3GP8T-EHumanEsophagusESCC5.86e-296.14e-010.0889
3421IDH3GP9T-EHumanEsophagusESCC7.82e-398.34e-010.1131
3421IDH3GP10T-EHumanEsophagusESCC4.84e-389.24e-010.116
3421IDH3GP11T-EHumanEsophagusESCC1.10e-227.14e-010.1426
3421IDH3GP12T-EHumanEsophagusESCC3.48e-471.06e+000.1122
3421IDH3GP15T-EHumanEsophagusESCC5.21e-458.33e-010.1149
3421IDH3GP16T-EHumanEsophagusESCC1.76e-305.93e-010.1153
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:000906020EsophagusHGINaerobic respiration81/2587189/187231.07e-229.26e-2081
GO:000609120EsophagusHGINgeneration of precursor metabolites and energy145/2587490/187233.41e-202.04e-17145
GO:004533320EsophagusHGINcellular respiration86/2587230/187232.41e-191.20e-1686
GO:001598020EsophagusHGINenergy derivation by oxidation of organic compounds105/2587318/187231.16e-184.99e-16105
GO:0006091110EsophagusESCCgeneration of precursor metabolites and energy331/8552490/187233.86e-238.45e-21331
GO:0045333110EsophagusESCCcellular respiration173/8552230/187234.53e-205.99e-18173
GO:0009060110EsophagusESCCaerobic respiration145/8552189/187232.16e-182.21e-16145
GO:0015980110EsophagusESCCenergy derivation by oxidation of organic compounds220/8552318/187231.20e-171.09e-15220
GO:00060997EsophagusESCCtricarboxylic acid cycle27/855230/187234.54e-076.15e-0627
GO:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:19026524EsophagusESCCsecondary alcohol metabolic process87/8552147/187236.58e-043.50e-0387
GO:00723503EsophagusESCCtricarboxylic acid metabolic process12/855214/187232.51e-031.08e-0212
GO:000609112LiverCirrhoticgeneration of precursor metabolites and energy238/4634490/187236.85e-311.07e-27238
GO:00090607LiverCirrhoticaerobic respiration109/4634189/187233.88e-221.62e-19109
GO:00453337LiverCirrhoticcellular respiration122/4634230/187232.15e-206.43e-18122
GO:001598012LiverCirrhoticenergy derivation by oxidation of organic compounds154/4634318/187233.11e-208.87e-18154
GO:19026521LiverCirrhoticsecondary alcohol metabolic process75/4634147/187235.62e-123.91e-1075
GO:000606612LiverCirrhoticalcohol metabolic process141/4634353/187231.57e-108.03e-09141
GO:00060995LiverCirrhotictricarboxylic acid cycle19/463430/187238.57e-061.27e-0419
GO:0072350LiverCirrhotictricarboxylic acid metabolic process8/463414/187239.65e-034.35e-028
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0120016EsophagusHGINCarbon metabolism31/1383115/84652.51e-032.10e-021.67e-0231
hsa012306EsophagusHGINBiosynthesis of amino acids21/138375/84657.38e-034.63e-023.68e-0221
hsa0120017EsophagusHGINCarbon metabolism31/1383115/84652.51e-032.10e-021.67e-0231
hsa0123013EsophagusHGINBiosynthesis of amino acids21/138375/84657.38e-034.63e-023.68e-0221
hsa0002014EsophagusESCCCitrate cycle (TCA cycle)27/420530/84653.48e-061.94e-059.95e-0627
hsa0120023EsophagusESCCCarbon metabolism79/4205115/84652.50e-051.21e-046.22e-0579
hsa0123023EsophagusESCCBiosynthesis of amino acids49/420575/84654.35e-031.12e-025.74e-0349
hsa0002015EsophagusESCCCitrate cycle (TCA cycle)27/420530/84653.48e-061.94e-059.95e-0627
hsa0120033EsophagusESCCCarbon metabolism79/4205115/84652.50e-051.21e-046.22e-0579
hsa0123033EsophagusESCCBiosynthesis of amino acids49/420575/84654.35e-031.12e-025.74e-0349
hsa0120021LiverCirrhoticCarbon metabolism64/2530115/84656.37e-091.18e-077.26e-0864
hsa0002010LiverCirrhoticCitrate cycle (TCA cycle)21/253030/84656.56e-066.24e-053.84e-0521
hsa012304LiverCirrhoticBiosynthesis of amino acids35/253075/84651.54e-037.83e-034.83e-0335
hsa0120031LiverCirrhoticCarbon metabolism64/2530115/84656.37e-091.18e-077.26e-0864
hsa0002011LiverCirrhoticCitrate cycle (TCA cycle)21/253030/84656.56e-066.24e-053.84e-0521
hsa0123011LiverCirrhoticBiosynthesis of amino acids35/253075/84651.54e-037.83e-034.83e-0335
hsa0120041LiverHCCCarbon metabolism89/4020115/84653.92e-116.56e-103.65e-1089
hsa0002021LiverHCCCitrate cycle (TCA cycle)28/402030/84651.08e-071.44e-068.02e-0728
hsa0123021LiverHCCBiosynthesis of amino acids53/402075/84653.79e-052.11e-041.18e-0453
hsa0120051LiverHCCCarbon metabolism89/4020115/84653.92e-116.56e-103.65e-1089
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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
IDH3GSNVMissense_Mutationnovelc.212N>Cp.Leu71Prop.L71PP51553protein_codingtolerated(0.25)possibly_damaging(0.773)TCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
IDH3GSNVMissense_Mutationnovelc.1151N>Ap.Arg384Hisp.R384HP51553protein_codingtolerated(0.07)benign(0.226)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IDH3GSNVMissense_Mutationc.1064C>Tp.Ser355Phep.S355FP51553protein_codingdeleterious(0.01)possibly_damaging(0.877)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
IDH3GSNVMissense_Mutationrs782789248c.623N>Tp.Ala208Valp.A208VP51553protein_codingdeleterious(0)possibly_damaging(0.783)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IDH3GSNVMissense_Mutationrs782820935c.854N>Tp.Ala285Valp.A285VP51553protein_codingdeleterious(0.02)possibly_damaging(0.511)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
IDH3GSNVMissense_Mutationrs782528848c.406N>Tp.Arg136Cysp.R136CP51553protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
IDH3GSNVMissense_Mutationnovelc.334N>Ap.Val112Metp.V112MP51553protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
IDH3GSNVMissense_Mutationrs782671638c.650N>Tp.Thr217Metp.T217MP51553protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IDH3GSNVMissense_Mutationnovelc.735G>Tp.Gln245Hisp.Q245HP51553protein_codingtolerated(0.12)benign(0.003)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
IDH3GSNVMissense_Mutationc.499C>Tp.Arg167Trpp.R167WP51553protein_codingdeleterious(0.01)probably_damaging(1)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=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
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