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: SIRT3

Gene summary for SIRT3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SIRT3

Gene ID

23410

Gene namesirtuin 3
Gene AliasSIR2L3
Cytomap11p15.5
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q9NTG7


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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
23410SIRT3P23T-EHumanEsophagusESCC2.36e-182.60e-010.108
23410SIRT3P24T-EHumanEsophagusESCC1.14e-081.83e-010.1287
23410SIRT3P26T-EHumanEsophagusESCC1.39e-161.67e-010.1276
23410SIRT3P27T-EHumanEsophagusESCC1.39e-132.45e-010.1055
23410SIRT3P28T-EHumanEsophagusESCC4.33e-111.93e-010.1149
23410SIRT3P30T-EHumanEsophagusESCC9.48e-072.63e-010.137
23410SIRT3P31T-EHumanEsophagusESCC2.10e-122.13e-010.1251
23410SIRT3P32T-EHumanEsophagusESCC4.21e-284.55e-010.1666
23410SIRT3P36T-EHumanEsophagusESCC8.07e-133.93e-010.1187
23410SIRT3P37T-EHumanEsophagusESCC5.05e-192.49e-010.1371
23410SIRT3P39T-EHumanEsophagusESCC7.27e-048.06e-020.0894
23410SIRT3P40T-EHumanEsophagusESCC9.18e-051.32e-010.109
23410SIRT3P42T-EHumanEsophagusESCC1.76e-102.66e-010.1175
23410SIRT3P47T-EHumanEsophagusESCC1.35e-081.93e-010.1067
23410SIRT3P48T-EHumanEsophagusESCC8.25e-122.05e-010.0959
23410SIRT3P49T-EHumanEsophagusESCC1.86e-054.88e-010.1768
23410SIRT3P52T-EHumanEsophagusESCC9.82e-203.73e-010.1555
23410SIRT3P54T-EHumanEsophagusESCC1.21e-132.68e-010.0975
23410SIRT3P56T-EHumanEsophagusESCC1.51e-056.07e-010.1613
23410SIRT3P57T-EHumanEsophagusESCC5.52e-092.36e-010.0926
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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
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
∗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:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:0006091110EsophagusESCCgeneration of precursor metabolites and energy331/8552490/187233.86e-238.45e-21331
GO:001820514EsophagusESCCpeptidyl-lysine modification259/8552376/187233.90e-205.26e-18259
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:1904951111EsophagusESCCpositive regulation of establishment of protein localization216/8552319/187231.01e-156.86e-14216
GO:0034250111EsophagusESCCpositive regulation of cellular amide metabolic process123/8552162/187233.32e-151.93e-13123
GO:0051222111EsophagusESCCpositive regulation of protein transport204/8552303/187231.56e-148.38e-13204
GO:00356015EsophagusESCCprotein deacylation79/8552112/187238.30e-081.42e-0679
GO:00066433EsophagusESCCmembrane lipid metabolic process130/8552203/187239.29e-081.54e-06130
GO:000756820EsophagusESCCaging201/8552339/187232.64e-073.94e-06201
GO:00987325EsophagusESCCmacromolecule deacylation80/8552116/187233.19e-074.50e-0680
GO:00165754EsophagusESCChistone deacetylation60/855282/187233.85e-075.32e-0660
GO:00064765EsophagusESCCprotein deacetylation70/8552101/187231.29e-061.58e-0570
GO:200037718EsophagusESCCregulation of reactive oxygen species metabolic process100/8552157/187233.87e-064.17e-05100
GO:00464673EsophagusESCCmembrane lipid biosynthetic process91/8552142/187237.19e-067.19e-0591
GO:00066652EsophagusESCCsphingolipid metabolic process96/8552155/187233.21e-052.66e-0496
GO:007259318EsophagusESCCreactive oxygen species metabolic process137/8552239/187231.82e-041.16e-03137
GO:0043409110EsophagusESCCnegative regulation of MAPK cascade105/8552180/187234.13e-042.35e-03105
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0523018EsophagusESCCCentral carbon metabolism in cancer50/420570/84651.70e-046.62e-043.39e-0450
hsa0523019EsophagusESCCCentral carbon metabolism in cancer50/420570/84651.70e-046.62e-043.39e-0450
hsa0523016Oral cavityOSCCCentral carbon metabolism in cancer49/370470/84657.57e-063.59e-051.83e-0549
hsa0523017Oral cavityOSCCCentral carbon metabolism in cancer49/370470/84657.57e-063.59e-051.83e-0549
hsa0523023Oral cavityLPCentral carbon metabolism in cancer31/241870/84653.50e-031.46e-029.40e-0331
hsa0523033Oral cavityLPCentral carbon metabolism in cancer31/241870/84653.50e-031.46e-029.40e-0331
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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
SIRT3SNVMissense_Mutationc.874N>Tp.Val292Leup.V292LQ9NTG7protein_codingdeleterious(0)possibly_damaging(0.71)TCGA-BH-A0EI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SIRT3SNVMissense_Mutationrs200203977c.1166N>Ap.Arg389Glnp.R389QQ9NTG7protein_codingtolerated(0.45)benign(0.003)TCGA-E9-A245-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SIRT3SNVMissense_Mutationc.490N>Ap.Leu164Metp.L164MQ9NTG7protein_codingdeleterious(0)probably_damaging(0.996)TCGA-EW-A1IZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
SIRT3insertionFrame_Shift_Insnovelc.501_502insTTCCACCTCCCGGGTTCAAGCGATTp.Leu168PhefsTer22p.L168Ffs*22Q9NTG7protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SIRT3SNVMissense_Mutationnovelc.956N>Tp.Gly319Valp.G319VQ9NTG7protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SIRT3SNVMissense_Mutationc.455N>Ap.Ser152Asnp.S152NQ9NTG7protein_codingdeleterious(0)probably_damaging(0.978)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
SIRT3SNVMissense_Mutationc.872N>Gp.Ile291Serp.I291SQ9NTG7protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
SIRT3SNVMissense_Mutationc.322N>Ap.Ala108Thrp.A108TQ9NTG7protein_codingtolerated(0.19)benign(0.005)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SIRT3SNVMissense_Mutationc.490N>Ap.Leu164Metp.L164MQ9NTG7protein_codingdeleterious(0)probably_damaging(0.996)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SIRT3SNVMissense_Mutationnovelc.695N>Tp.Gly232Valp.G232VQ9NTG7protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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
23410SIRT3DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ENZYMESURAMINSURAMIN22835719
23410SIRT3DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ENZYME4-METHYLNICOTINAMIDECHEMBL150162222835719
23410SIRT3DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ENZYMEinhibitor252827436
23410SIRT3DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ENZYMENIACINAMIDENIACINAMIDE22835719
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