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: CELF1

Gene summary for CELF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CELF1

Gene ID

10658

Gene nameCUGBP Elav-like family member 1
Gene AliasBRUNOL2
Cytomap11p11.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q92879


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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
10658CELF1CA_HPV_1HumanCervixCC4.85e-02-6.74e-020.0264
10658CELF1CCI_2HumanCervixCC1.73e-066.72e-010.5249
10658CELF1CCI_3HumanCervixCC1.68e-036.04e-010.516
10658CELF1HTA11_347_2000001011HumanColorectumAD2.06e-085.49e-01-0.1954
10658CELF1HTA11_99999970781_79442HumanColorectumMSS5.45e-034.50e-010.294
10658CELF1F007HumanColorectumFAP6.35e-05-3.80e-010.1176
10658CELF1A002-C-010HumanColorectumFAP1.01e-04-2.11e-010.242
10658CELF1A001-C-207HumanColorectumFAP2.15e-02-1.16e-010.1278
10658CELF1A015-C-203HumanColorectumFAP7.33e-35-4.06e-01-0.1294
10658CELF1A015-C-204HumanColorectumFAP1.69e-09-3.37e-01-0.0228
10658CELF1A014-C-040HumanColorectumFAP2.48e-07-4.27e-01-0.1184
10658CELF1A002-C-201HumanColorectumFAP6.13e-15-3.32e-010.0324
10658CELF1A002-C-203HumanColorectumFAP1.19e-04-7.60e-020.2786
10658CELF1A001-C-119HumanColorectumFAP2.22e-09-3.96e-01-0.1557
10658CELF1A001-C-108HumanColorectumFAP1.68e-19-3.26e-01-0.0272
10658CELF1A002-C-205HumanColorectumFAP2.92e-31-5.17e-01-0.1236
10658CELF1A001-C-104HumanColorectumFAP2.25e-06-3.20e-010.0184
10658CELF1A015-C-005HumanColorectumFAP1.21e-02-1.33e-01-0.0336
10658CELF1A015-C-006HumanColorectumFAP3.34e-20-3.42e-01-0.0994
10658CELF1A015-C-106HumanColorectumFAP1.81e-17-3.46e-01-0.0511
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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
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
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
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:0000375112SkincSCCRNA splicing, via transesterification reactions201/4864324/187234.07e-435.10e-40201
GO:0000377112SkincSCCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile197/4864320/187231.45e-411.14e-38197
GO:0000398112SkincSCCmRNA splicing, via spliceosome197/4864320/187231.45e-411.14e-38197
GO:007182629SkincSCCribonucleoprotein complex subunit organization140/4864227/187235.54e-303.16e-27140
GO:002261829SkincSCCribonucleoprotein complex assembly136/4864220/187232.60e-291.25e-26136
GO:190331126SkincSCCregulation of mRNA metabolic process162/4864288/187235.90e-282.46e-25162
GO:000641729SkincSCCregulation of translation226/4864468/187238.78e-262.62e-23226
GO:004348429SkincSCCregulation of RNA splicing97/4864148/187234.66e-241.08e-2197
GO:005068425SkincSCCregulation of mRNA processing92/4864137/187234.81e-241.08e-2192
GO:004802428SkincSCCregulation of mRNA splicing, via spliceosome67/4864101/187231.83e-171.98e-1567
GO:0006401111SkincSCCRNA catabolic process133/4864278/187232.71e-152.23e-13133
GO:000989628SkincSCCpositive regulation of catabolic process206/4864492/187236.06e-154.64e-13206
GO:0006402111SkincSCCmRNA catabolic process115/4864232/187239.01e-156.57e-13115
GO:003133128SkincSCCpositive regulation of cellular catabolic process182/4864427/187233.29e-142.22e-12182
GO:0034655111SkincSCCnucleobase-containing compound catabolic process172/4864407/187234.11e-132.43e-11172
GO:190331318SkincSCCpositive regulation of mRNA metabolic process67/4864118/187231.22e-126.89e-1167
GO:0046700110SkincSCCheterocycle catabolic process178/4864445/187234.45e-112.13e-09178
GO:0044270110SkincSCCcellular nitrogen compound catabolic process179/4864451/187238.34e-113.79e-09179
GO:0000380110SkincSCCalternative mRNA splicing, via spliceosome47/486477/187239.03e-114.04e-0947
GO:0019439110SkincSCCaromatic compound catabolic process183/4864467/187231.76e-107.68e-09183
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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
CELF1SNVMissense_Mutationnovelc.1075N>Ap.Gly359Serp.G359Sprotein_codingtolerated(0.28)benign(0)TCGA-5L-AAT0-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CELF1SNVMissense_Mutationc.432N>Cp.Lys144Asnp.K144Nprotein_codingdeleterious(0)probably_damaging(0.951)TCGA-C8-A134-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
CELF1SNVMissense_Mutationnovelc.1475N>Ap.Gly492Aspp.G492Dprotein_codingdeleterious(0)possibly_damaging(0.53)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
CELF1SNVMissense_Mutationrs746684771c.470C>Tp.Ser157Leup.S157Lprotein_codingdeleterious(0.02)benign(0.257)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
CELF1SNVMissense_Mutationc.976G>Tp.Gly326Trpp.G326Wprotein_codingdeleterious(0.03)probably_damaging(0.977)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CELF1SNVMissense_Mutationc.1058N>Tp.Thr353Metp.T353Mprotein_codingtolerated(0.07)possibly_damaging(0.458)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CELF1SNVMissense_Mutationc.563N>Tp.Ala188Valp.A188Vprotein_codingdeleterious(0)probably_damaging(0.922)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
CELF1SNVMissense_Mutationc.509N>Ap.Pro170Hisp.P170Hprotein_codingdeleterious(0)probably_damaging(0.961)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CELF1SNVMissense_Mutationnovelc.1414N>Gp.Phe472Valp.F472Vprotein_codingdeleterious(0)probably_damaging(0.971)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CELF1SNVMissense_Mutationnovelc.952N>Ap.Leu318Ilep.L318Iprotein_codingtolerated(0.35)probably_damaging(0.953)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
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