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: EIF4EBP3

Gene summary for EIF4EBP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EIF4EBP3

Gene ID

8637

Gene nameeukaryotic translation initiation factor 4E binding protein 3
Gene Alias4E-BP3
Cytomap5q31.3
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

O60516


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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
8637EIF4EBP3P57T-EHumanEsophagusESCC8.93e-307.20e-010.0926
8637EIF4EBP3P62T-EHumanEsophagusESCC2.84e-416.22e-010.1302
8637EIF4EBP3P65T-EHumanEsophagusESCC4.01e-214.04e-010.0978
8637EIF4EBP3P74T-EHumanEsophagusESCC8.34e-461.03e+000.1479
8637EIF4EBP3P75T-EHumanEsophagusESCC1.24e-225.27e-010.1125
8637EIF4EBP3P76T-EHumanEsophagusESCC5.20e-163.38e-010.1207
8637EIF4EBP3P79T-EHumanEsophagusESCC2.59e-032.19e-010.1154
8637EIF4EBP3P80T-EHumanEsophagusESCC1.85e-571.43e+000.155
8637EIF4EBP3P82T-EHumanEsophagusESCC9.00e-208.69e-010.1072
8637EIF4EBP3P84T-EHumanEsophagusESCC2.04e-063.80e-010.0933
8637EIF4EBP3P89T-EHumanEsophagusESCC2.44e-188.59e-010.1752
8637EIF4EBP3P94T-EHumanEsophagusESCC6.05e-034.32e-010.0879
8637EIF4EBP3P104T-EHumanEsophagusESCC9.44e-052.29e-010.0931
8637EIF4EBP3P107T-EHumanEsophagusESCC4.39e-336.31e-010.171
8637EIF4EBP3P126T-EHumanEsophagusESCC4.04e-087.37e-010.1125
8637EIF4EBP3P127T-EHumanEsophagusESCC2.06e-467.26e-010.0826
8637EIF4EBP3P128T-EHumanEsophagusESCC2.93e-681.76e+000.1241
8637EIF4EBP3P130T-EHumanEsophagusESCC1.38e-541.03e+000.1676
8637EIF4EBP3HCC1_MengHumanLiverHCC3.89e-243.95e-020.0246
8637EIF4EBP3S014HumanLiverHCC2.55e-156.21e-010.2254
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:000641727EsophagusHGINregulation of translation139/2587468/187231.46e-197.98e-17139
GO:000641320EsophagusHGINtranslational initiation55/2587118/187237.33e-182.31e-1555
GO:000644610EsophagusHGINregulation of translational initiation34/258779/187232.09e-101.97e-0834
GO:00342496EsophagusHGINnegative regulation of cellular amide metabolic process66/2587273/187232.74e-069.60e-0566
GO:00171486EsophagusHGINnegative regulation of translation59/2587245/187231.03e-052.96e-0459
GO:00459475EsophagusHGINnegative regulation of translational initiation10/258719/187236.97e-051.59e-0310
GO:0006413110EsophagusESCCtranslational initiation100/8552118/187231.16e-181.25e-16100
GO:0006417111EsophagusESCCregulation of translation304/8552468/187231.53e-171.33e-15304
GO:000644617EsophagusESCCregulation of translational initiation65/855279/187232.04e-117.07e-1065
GO:004594714EsophagusESCCnegative regulation of translational initiation16/855219/187236.45e-043.43e-0316
GO:003424914EsophagusESCCnegative regulation of cellular amide metabolic process144/8552273/187231.08e-023.67e-02144
GO:000641722LiverHCCregulation of translation287/7958468/187238.79e-178.08e-15287
GO:000641322LiverHCCtranslational initiation94/7958118/187231.39e-161.24e-1494
GO:000644622LiverHCCregulation of translational initiation62/795879/187236.85e-112.48e-0962
GO:003424921LiverHCCnegative regulation of cellular amide metabolic process144/7958273/187233.80e-042.61e-03144
GO:001714821LiverHCCnegative regulation of translation129/7958245/187238.14e-044.87e-03129
GO:004594711LiverHCCnegative regulation of translational initiation15/795819/187231.36e-037.28e-0315
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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
EIF4EBP3SNVMissense_Mutationnovelc.269T>Cp.Ile90Thrp.I90TO60516protein_codingtolerated(0.68)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EIF4EBP3insertionIn_Frame_Insnovelc.235_243dupGAGGAGCTGp.Glu79_Leu81dupp.E79_L81dupO60516protein_codingTCGA-EA-A5ZF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
EIF4EBP3SNVMissense_Mutationc.193N>Tp.Pro65Serp.P65SO60516protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EIF4EBP3SNVMissense_Mutationrs368740046c.121G>Ap.Asp41Asnp.D41NO60516protein_codingdeleterious(0)benign(0.033)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
EIF4EBP3SNVMissense_Mutationnovelc.191T>Ap.Ile64Asnp.I64NO60516protein_codingdeleterious(0)possibly_damaging(0.884)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/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
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