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: CPEB4

Gene summary for CPEB4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CPEB4

Gene ID

80315

Gene namecytoplasmic polyadenylation element binding protein 4
Gene AliasCPE-BP4
Cytomap5q35.2
Gene Typeprotein-coding
GO ID

GO:0001101

UniProtAcc

Q17RY0


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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
80315CPEB4NAFLD1HumanLiverNAFLD2.56e-038.61e-01-0.04
80315CPEB4S43HumanLiverCirrhotic2.98e-15-2.77e-01-0.0187
80315CPEB4HCC1_MengHumanLiverHCC1.53e-53-2.66e-010.0246
80315CPEB4HCC2_MengHumanLiverHCC2.76e-25-1.04e-010.0107
80315CPEB4cirrhotic1HumanLiverCirrhotic6.52e-03-2.27e-010.0202
80315CPEB4cirrhotic2HumanLiverCirrhotic8.83e-10-2.50e-020.0201
80315CPEB4cirrhotic3HumanLiverCirrhotic6.86e-06-2.92e-010.0215
80315CPEB4HCC1HumanLiverHCC1.70e-033.75e+000.5336
80315CPEB4HCC2HumanLiverHCC1.26e-123.90e+000.5341
80315CPEB4Pt13.bHumanLiverHCC4.55e-13-1.78e-010.0251
80315CPEB4TD9HumanLungIAC4.71e-109.36e-010.088
80315CPEB4RNA-P17T-P17T-2HumanLungIAC4.89e-034.28e-010.3371
80315CPEB4RNA-P17T-P17T-4HumanLungIAC5.88e-055.34e-010.343
80315CPEB4RNA-P17T-P17T-6HumanLungIAC2.38e-034.65e-010.3385
80315CPEB4RNA-P17T-P17T-8HumanLungIAC6.01e-055.66e-010.3329
80315CPEB4RNA-P25T1-P25T1-1HumanLungAIS5.58e-176.44e-01-0.2116
80315CPEB4RNA-P25T1-P25T1-2HumanLungAIS6.77e-067.00e-01-0.1941
80315CPEB4RNA-P25T1-P25T1-3HumanLungAIS7.44e-055.91e-01-0.2107
80315CPEB4RNA-P25T1-P25T1-4HumanLungAIS1.28e-054.56e-01-0.2119
80315CPEB4RNA-P6T2-P6T2-1HumanLungIAC7.07e-114.16e-01-0.0166
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:00021817LiverNAFLDcytoplasmic translation93/1882148/187231.44e-558.41e-5293
GO:00064177LiverNAFLDregulation of translation85/1882468/187234.58e-084.54e-0685
GO:00316677LiverNAFLDresponse to nutrient levels85/1882474/187238.23e-087.09e-0685
GO:00171483LiverNAFLDnegative regulation of translation43/1882245/187232.05e-043.56e-0343
GO:00342493LiverNAFLDnegative regulation of cellular amide metabolic process46/1882273/187233.27e-045.04e-0346
GO:00714967LiverNAFLDcellular response to external stimulus51/1882320/187236.21e-048.18e-0351
GO:00425945LiverNAFLDresponse to starvation33/1882197/187232.35e-032.21e-0233
GO:00709977LiverNAFLDneuron death52/1882361/187235.08e-033.96e-0252
GO:000218112LiverCirrhoticcytoplasmic translation120/4634148/187232.95e-471.85e-43120
GO:000641712LiverCirrhoticregulation of translation194/4634468/187237.28e-168.79e-14194
GO:007099712LiverCirrhoticneuron death141/4634361/187239.56e-104.38e-08141
GO:004259412LiverCirrhoticresponse to starvation87/4634197/187231.85e-097.78e-0887
GO:003166712LiverCirrhoticresponse to nutrient levels174/4634474/187233.08e-091.27e-07174
GO:007149612LiverCirrhoticcellular response to external stimulus123/4634320/187233.27e-081.10e-06123
GO:19012147LiverCirrhoticregulation of neuron death122/4634319/187235.17e-081.62e-06122
GO:00316686LiverCirrhoticcellular response to extracellular stimulus96/4634246/187234.55e-071.05e-0596
GO:00092675LiverCirrhoticcellular response to starvation67/4634156/187234.58e-071.05e-0567
GO:00316695LiverCirrhoticcellular response to nutrient levels85/4634215/187231.08e-062.20e-0585
GO:00704827LiverCirrhoticresponse to oxygen levels125/4634347/187231.55e-063.02e-05125
GO:003424911LiverCirrhoticnegative regulation of cellular amide metabolic process100/4634273/187237.34e-061.13e-04100
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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
CPEB4SNVMissense_Mutationnovelc.149N>Ap.Ala50Aspp.A50DQ17RY0protein_codingtolerated_low_confidence(0.16)benign(0.368)TCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
CPEB4SNVMissense_Mutationrs148567441c.1144N>Ap.Asp382Asnp.D382NQ17RY0protein_codingtolerated_low_confidence(0.3)probably_damaging(0.986)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CPEB4SNVMissense_Mutationc.995C>Tp.Ser332Leup.S332LQ17RY0protein_codingdeleterious_low_confidence(0)probably_damaging(0.997)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CPEB4deletionFrame_Shift_Delnovelc.555_571delNNNNNNNNNNNNNNNNNp.Asp186ProfsTer10p.D186Pfs*10Q17RY0protein_codingTCGA-DG-A2KL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
CPEB4SNVMissense_Mutationc.962N>Cp.Leu321Prop.L321PQ17RY0protein_codingdeleterious_low_confidence(0)possibly_damaging(0.781)TCGA-AA-3854-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CPEB4SNVMissense_Mutationnovelc.484N>Ap.Ala162Thrp.A162TQ17RY0protein_codingtolerated_low_confidence(0.11)benign(0.085)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
CPEB4SNVMissense_Mutationc.1049N>Ap.Arg350Hisp.R350HQ17RY0protein_codingdeleterious_low_confidence(0)probably_damaging(0.985)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CPEB4SNVMissense_Mutationrs752472463c.1775N>Ap.Arg592Glnp.R592QQ17RY0protein_codingdeleterious(0)possibly_damaging(0.848)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CPEB4SNVMissense_Mutationc.1055G>Ap.Ser352Asnp.S352NQ17RY0protein_codingtolerated_low_confidence(0.27)benign(0)TCGA-AA-A01K-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
CPEB4SNVMissense_Mutationc.1766N>Ap.Arg589Glnp.R589QQ17RY0protein_codingdeleterious(0)probably_damaging(0.971)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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