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: CELF4

Gene summary for CELF4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CELF4

Gene ID

56853

Gene nameCUGBP Elav-like family member 4
Gene AliasBRUNOL4
Cytomap18q12.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9BZC1


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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
56853CELF4HTA12-15-2HumanPancreasPDAC2.25e-023.57e-010.2315
56853CELF4HTA12-23-1HumanPancreasPDAC6.77e-035.48e-010.3405
56853CELF4HTA12-25-1HumanPancreasPDAC2.43e-034.69e-010.313
56853CELF4HTA12-26-1HumanPancreasPDAC3.93e-158.25e-010.3728
56853CELF4HTA12-29-1HumanPancreasPDAC5.15e-357.73e-010.3722
56853CELF4male-WTAHumanThyroidPTC2.29e-021.10e-010.1037
56853CELF4PTC01HumanThyroidPTC5.96e-082.03e-010.1899
56853CELF4PTC03HumanThyroidPTC9.48e-051.82e-010.1784
56853CELF4PTC05HumanThyroidPTC1.21e-085.37e-010.2065
56853CELF4PTC06HumanThyroidPTC2.22e-226.46e-010.2057
56853CELF4PTC07HumanThyroidPTC2.80e-173.61e-010.2044
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:0022613113ThyroidPTCribonucleoprotein complex biogenesis292/5968463/187233.24e-442.05e-40292
GO:0008380113ThyroidPTCRNA splicing273/5968434/187234.44e-411.40e-37273
GO:0000375113ThyroidPTCRNA splicing, via transesterification reactions202/5968324/187236.81e-303.91e-27202
GO:0000377113ThyroidPTCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile199/5968320/187232.96e-291.44e-26199
GO:0000398113ThyroidPTCmRNA splicing, via spliceosome199/5968320/187232.96e-291.44e-26199
GO:1903311112ThyroidPTCregulation of mRNA metabolic process181/5968288/187231.60e-275.94e-25181
GO:0050684112ThyroidPTCregulation of mRNA processing98/5968137/187231.53e-213.10e-1998
GO:0043484113ThyroidPTCregulation of RNA splicing102/5968148/187232.03e-203.21e-18102
GO:0071826113ThyroidPTCribonucleoprotein complex subunit organization134/5968227/187232.34e-172.24e-15134
GO:0006417113ThyroidPTCregulation of translation236/5968468/187232.70e-172.52e-15236
GO:0022618113ThyroidPTCribonucleoprotein complex assembly130/5968220/187236.25e-175.47e-15130
GO:0048024113ThyroidPTCregulation of mRNA splicing, via spliceosome71/5968101/187232.39e-151.71e-1371
GO:1903313110ThyroidPTCpositive regulation of mRNA metabolic process76/5968118/187233.60e-131.80e-1176
GO:0001701111ThyroidPTCin utero embryonic development175/5968367/187231.40e-104.73e-09175
GO:0000380111ThyroidPTCalternative mRNA splicing, via spliceosome51/596877/187236.09e-101.92e-0851
GO:0033119113ThyroidPTCnegative regulation of RNA splicing22/596825/187239.00e-092.18e-0722
GO:005068619ThyroidPTCnegative regulation of mRNA processing24/596829/187232.26e-085.17e-0724
GO:0048025110ThyroidPTCnegative regulation of mRNA splicing, via spliceosome18/596820/187231.05e-072.08e-0618
GO:1903312113ThyroidPTCnegative regulation of mRNA metabolic process53/596892/187233.03e-075.13e-0653
GO:0033120112ThyroidPTCpositive regulation of RNA splicing27/596837/187233.42e-075.75e-0627
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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
CELF4ISLETPancreasADJKIAA1324,PTPRN2,CACNA1A, etc.3.46e-01The 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.
CELF4ISLETPancreasPDACKIAA1324,PTPRN2,CACNA1A, etc.1.98e-01The 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.
∗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
CELF4SNVMissense_Mutationc.270C>Ap.Phe90Leup.F90LQ9BZC1protein_codingtolerated(0.25)benign(0.034)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CELF4SNVMissense_Mutationc.707N>Ap.Arg236Hisp.R236HQ9BZC1protein_codingdeleterious(0)probably_damaging(0.966)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CELF4SNVMissense_Mutationnovelc.1333N>Tp.Gly445Cysp.G445CQ9BZC1protein_codingdeleterious(0)probably_damaging(1)TCGA-EW-A3E8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
CELF4SNVMissense_Mutationc.554G>Ap.Arg185Hisp.R185HQ9BZC1protein_codingdeleterious(0)possibly_damaging(0.745)TCGA-MY-A5BF-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinCR
CELF4SNVMissense_Mutationnovelc.144G>Ap.Met48Ilep.M48IQ9BZC1protein_codingdeleterious(0.03)benign(0.354)TCGA-ZJ-AAXN-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CELF4SNVMissense_Mutationc.706C>Tp.Arg236Cysp.R236CQ9BZC1protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CELF4SNVMissense_Mutationc.1085N>Cp.Ile362Thrp.I362TQ9BZC1protein_codingdeleterious(0.01)benign(0.299)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CELF4SNVMissense_Mutationc.707N>Ap.Arg236Hisp.R236HQ9BZC1protein_codingdeleterious(0)probably_damaging(0.966)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CELF4SNVMissense_Mutationc.622N>Ap.Ala208Thrp.A208TQ9BZC1protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
CELF4SNVMissense_Mutationrs372830155c.923N>Tp.Ala308Valp.A308VQ9BZC1protein_codingtolerated(0.73)benign(0.001)TCGA-AZ-5407-01Colorectumcolon 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
56853CELF4NAiloperidoneILOPERIDONE18521091
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