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:000218110CervixCCcytoplasmic translation96/2311148/187234.87e-512.91e-4796
GO:000989610CervixCCpositive regulation of catabolic process109/2311492/187235.26e-106.99e-08109
GO:003133110CervixCCpositive regulation of cellular catabolic process91/2311427/187239.64e-085.25e-0691
GO:00163587CervixCCdendrite development58/2311243/187234.52e-071.76e-0558
GO:00064029CervixCCmRNA catabolic process56/2311232/187234.81e-071.83e-0556
GO:19001517CervixCCregulation of nuclear-transcribed mRNA catabolic process, deadenylation-dependent decay11/231118/187231.37e-064.55e-0511
GO:19033119CervixCCregulation of mRNA metabolic process64/2311288/187231.71e-065.64e-0564
GO:00064019CervixCCRNA catabolic process62/2311278/187232.18e-066.56e-0562
GO:003425010CervixCCpositive regulation of cellular amide metabolic process40/2311162/187231.11e-052.41e-0440
GO:00002896CervixCCnuclear-transcribed mRNA poly(A) tail shortening13/231129/187231.48e-052.93e-0413
GO:00609965CervixCCdendritic spine development28/231199/187231.61e-053.15e-0428
GO:00602119CervixCCregulation of nuclear-transcribed mRNA poly(A) tail shortening9/231115/187231.63e-053.17e-049
GO:19001536CervixCCpositive regulation of nuclear-transcribed mRNA catabolic process, deadenylation-dependent decay9/231115/187231.63e-053.17e-049
GO:000641710CervixCCregulation of translation89/2311468/187231.86e-053.46e-0489
GO:00009567CervixCCnuclear-transcribed mRNA catabolic process30/2311112/187232.60e-054.37e-0430
GO:00602139CervixCCpositive regulation of nuclear-transcribed mRNA poly(A) tail shortening8/231113/187233.85e-056.05e-048
GO:00002886CervixCCnuclear-transcribed mRNA catabolic process, deadenylation-dependent decay18/231156/187238.42e-051.13e-0318
GO:004572710CervixCCpositive regulation of translation33/2311136/187239.09e-051.20e-0333
GO:00506849CervixCCregulation of mRNA processing33/2311137/187231.06e-041.35e-0333
GO:00610139CervixCCregulation of mRNA catabolic process38/2311166/187231.07e-041.36e-0338
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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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