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: CPEB3

Gene summary for CPEB3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CPEB3

Gene ID

22849

Gene namecytoplasmic polyadenylation element binding protein 3
Gene AliasCPEB3
Cytomap10q23.32
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q5QP71


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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
22849CPEB3CCI_1HumanCervixCC3.24e-066.87e-010.528
22849CPEB3CCI_2HumanCervixCC1.96e-111.10e+000.5249
22849CPEB3CCI_3HumanCervixCC6.68e-076.13e-010.516
22849CPEB3HTA11_3410_2000001011HumanColorectumAD9.34e-06-3.55e-010.0155
22849CPEB3HTA11_347_2000001011HumanColorectumAD9.37e-065.35e-01-0.1954
22849CPEB3HTA11_866_3004761011HumanColorectumAD5.93e-03-3.13e-010.096
22849CPEB3HTA11_7696_3000711011HumanColorectumAD4.48e-03-2.90e-010.0674
22849CPEB3HTA11_99999970781_79442HumanColorectumMSS3.35e-11-4.14e-010.294
22849CPEB3HTA11_99999974143_84620HumanColorectumMSS7.68e-13-4.48e-010.3005
22849CPEB3A002-C-010HumanColorectumFAP3.18e-02-1.39e-010.242
22849CPEB3A015-C-203HumanColorectumFAP3.58e-18-3.49e-01-0.1294
22849CPEB3A015-C-204HumanColorectumFAP1.05e-03-3.26e-01-0.0228
22849CPEB3A014-C-040HumanColorectumFAP1.87e-03-4.55e-01-0.1184
22849CPEB3A002-C-201HumanColorectumFAP6.50e-11-3.81e-010.0324
22849CPEB3A002-C-203HumanColorectumFAP8.80e-03-1.78e-010.2786
22849CPEB3A001-C-119HumanColorectumFAP1.54e-09-4.53e-01-0.1557
22849CPEB3A001-C-108HumanColorectumFAP9.27e-10-2.80e-01-0.0272
22849CPEB3A002-C-205HumanColorectumFAP8.91e-17-4.35e-01-0.1236
22849CPEB3A001-C-104HumanColorectumFAP5.99e-04-2.26e-010.0184
22849CPEB3A015-C-005HumanColorectumFAP1.23e-02-2.39e-01-0.0336
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
∗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:00609982LiverNAFLDregulation of dendritic spine development13/188261/187236.77e-034.79e-0213
GO:000218112LiverCirrhoticcytoplasmic translation120/4634148/187232.95e-471.85e-43120
GO:000989612LiverCirrhoticpositive regulation of catabolic process215/4634492/187231.13e-203.56e-18215
GO:190136111LiverCirrhoticorganic cyclic compound catabolic process213/4634495/187231.58e-193.67e-17213
GO:003133112LiverCirrhoticpositive regulation of cellular catabolic process190/4634427/187231.94e-194.18e-17190
GO:001943911LiverCirrhoticaromatic compound catabolic process202/4634467/187236.93e-191.28e-16202
GO:190331111LiverCirrhoticregulation of mRNA metabolic process140/4634288/187231.07e-181.91e-16140
GO:004427011LiverCirrhoticcellular nitrogen compound catabolic process195/4634451/187232.99e-184.94e-16195
GO:004670011LiverCirrhoticheterocycle catabolic process192/4634445/187237.17e-181.12e-15192
GO:005068411LiverCirrhoticregulation of mRNA processing81/4634137/187231.05e-171.60e-1581
GO:000641712LiverCirrhoticregulation of translation194/4634468/187237.28e-168.79e-14194
GO:003465511LiverCirrhoticnucleobase-containing compound catabolic process171/4634407/187239.07e-159.33e-13171
GO:000640111LiverCirrhoticRNA catabolic process126/4634278/187234.64e-144.10e-12126
GO:000640211LiverCirrhoticmRNA catabolic process109/4634232/187231.30e-131.09e-11109
GO:00457277LiverCirrhoticpositive regulation of translation71/4634136/187234.99e-123.52e-1071
GO:003425012LiverCirrhoticpositive regulation of cellular amide metabolic process78/4634162/187238.62e-114.66e-0978
GO:000095611LiverCirrhoticnuclear-transcribed mRNA catabolic process58/4634112/187236.55e-103.06e-0858
GO:190331311LiverCirrhoticpositive regulation of mRNA metabolic process56/4634118/187237.05e-082.14e-0656
GO:004348811LiverCirrhoticregulation of mRNA stability69/4634158/187231.44e-073.87e-0669
GO:004348711LiverCirrhoticregulation of RNA stability73/4634170/187231.44e-073.87e-0673
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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
CPEB3SNVMissense_Mutationc.1096N>Cp.Gly366Argp.G366RQ8NE35protein_codingdeleterious(0.02)benign(0.261)TCGA-AN-A0AR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CPEB3SNVMissense_Mutationc.19N>Cp.Met7Leup.M7LQ8NE35protein_codingtolerated_low_confidence(0.24)benign(0.354)TCGA-B6-A0IH-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
CPEB3insertionFrame_Shift_Insrs763864563c.188_189insCp.Ala64GlyfsTer258p.A64Gfs*258Q8NE35protein_codingTCGA-AR-A5QN-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapytaxotereSD
CPEB3insertionFrame_Shift_Insnovelc.258_259insGCAAGTGTGTGGCAAGGTGCCGGCATAGTCCCAGGATGp.Pro87AlafsTer46p.P87Afs*46Q8NE35protein_codingTCGA-B6-A0IB-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
CPEB3SNVMissense_Mutationrs764406144c.1653C>Gp.Ile551Metp.I551MQ8NE35protein_codingdeleterious(0)probably_damaging(0.973)TCGA-C5-A7CK-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
CPEB3SNVMissense_Mutationc.1280C>Tp.Pro427Leup.P427LQ8NE35protein_codingdeleterious(0)possibly_damaging(0.621)TCGA-EA-A50E-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
CPEB3SNVMissense_Mutationnovelc.645N>Gp.Ile215Metp.I215MQ8NE35protein_codingtolerated(0.35)benign(0.276)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CPEB3SNVMissense_Mutationnovelc.1544N>Gp.Val515Glyp.V515GQ8NE35protein_codingdeleterious(0)possibly_damaging(0.897)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
CPEB3SNVMissense_Mutationc.1712N>Ap.Arg571Hisp.R571HQ8NE35protein_codingdeleterious(0.03)benign(0.263)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CPEB3SNVMissense_Mutationnovelc.1682G>Ap.Arg561Glnp.R561QQ8NE35protein_codingdeleterious(0.01)possibly_damaging(0.831)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=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
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