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: EIF4E

Gene summary for EIF4E

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EIF4E

Gene ID

1977

Gene nameeukaryotic translation initiation factor 4E
Gene AliasAUTS19
Cytomap4q23
Gene Typeprotein-coding
GO ID

GO:0000082

UniProtAcc

P06730


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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
1977EIF4ELZE2THumanEsophagusESCC1.23e-034.59e-010.082
1977EIF4ELZE4THumanEsophagusESCC4.05e-145.47e-010.0811
1977EIF4ELZE5THumanEsophagusESCC3.39e-082.26e-010.0514
1977EIF4ELZE7THumanEsophagusESCC3.67e-044.52e-010.0667
1977EIF4ELZE8THumanEsophagusESCC2.20e-095.09e-010.067
1977EIF4ELZE20THumanEsophagusESCC1.73e-051.76e-010.0662
1977EIF4ELZE22THumanEsophagusESCC5.18e-043.37e-010.068
1977EIF4ELZE24THumanEsophagusESCC5.04e-143.21e-010.0596
1977EIF4ELZE6THumanEsophagusESCC7.24e-064.77e-010.0845
1977EIF4EP1T-EHumanEsophagusESCC4.08e-063.92e-010.0875
1977EIF4EP2T-EHumanEsophagusESCC1.05e-296.89e-010.1177
1977EIF4EP4T-EHumanEsophagusESCC1.42e-401.19e+000.1323
1977EIF4EP5T-EHumanEsophagusESCC2.50e-145.14e-010.1327
1977EIF4EP8T-EHumanEsophagusESCC1.76e-173.62e-010.0889
1977EIF4EP9T-EHumanEsophagusESCC8.47e-194.50e-010.1131
1977EIF4EP10T-EHumanEsophagusESCC1.84e-223.89e-010.116
1977EIF4EP11T-EHumanEsophagusESCC2.46e-211.08e+000.1426
1977EIF4EP12T-EHumanEsophagusESCC1.62e-306.71e-010.1122
1977EIF4EP15T-EHumanEsophagusESCC1.53e-348.67e-010.1149
1977EIF4EP16T-EHumanEsophagusESCC5.33e-397.34e-010.1153
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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:00342495Oral cavityOSCCnegative regulation of cellular amide metabolic process130/7305273/187232.20e-031.00e-02130
GO:00459474Oral cavityOSCCnegative regulation of translational initiation14/730519/187232.31e-031.02e-0214
GO:00029313Oral cavityOSCCresponse to ischemia32/730558/187239.08e-033.26e-0232
GO:00715486Oral cavityOSCCresponse to dexamethasone23/730539/187239.09e-033.26e-0223
GO:00713848Oral cavityOSCCcellular response to corticosteroid stimulus33/730561/187231.19e-024.02e-0233
GO:00171485Oral cavityOSCCnegative regulation of translation113/7305245/187231.34e-024.45e-02113
GO:000641319Oral cavityLPtranslational initiation75/4623118/187233.96e-197.52e-1775
GO:000644616Oral cavityLPregulation of translational initiation48/462379/187231.04e-117.66e-1048
GO:0043254110Oral cavityLPregulation of protein-containing complex assembly163/4623428/187233.72e-101.92e-08163
GO:0006417110Oral cavityLPregulation of translation175/4623468/187234.49e-102.22e-08175
GO:000734614Oral cavityLPregulation of mitotic cell cycle163/4623457/187237.64e-082.56e-06163
GO:0031667110Oral cavityLPresponse to nutrient levels165/4623474/187233.87e-071.12e-05165
GO:004477215Oral cavityLPmitotic cell cycle phase transition150/4623424/187234.38e-071.23e-05150
GO:1901654110Oral cavityLPresponse to ketone78/4623194/187231.24e-063.03e-0578
GO:0048545110Oral cavityLPresponse to steroid hormone122/4623339/187231.91e-064.39e-05122
GO:0070482110Oral cavityLPresponse to oxygen levels122/4623347/187237.10e-061.37e-04122
GO:000008213Oral cavityLPG1/S transition of mitotic cell cycle80/4623214/187232.30e-053.74e-0480
GO:004484313Oral cavityLPcell cycle G1/S phase transition88/4623241/187232.62e-054.21e-0488
GO:0043434110Oral cavityLPresponse to peptide hormone138/4623414/187234.00e-055.87e-04138
GO:190165317Oral cavityLPcellular response to peptide122/4623359/187234.22e-056.10e-04122
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0406629EsophagusESCCHIF-1 signaling pathway75/4205109/84653.66e-051.68e-048.60e-0575
hsa049109EsophagusESCCInsulin signaling pathway89/4205137/84651.97e-047.32e-043.75e-0489
hsa0152110EsophagusESCCEGFR tyrosine kinase inhibitor resistance55/420579/84652.44e-048.78e-044.50e-0455
hsa041505EsophagusESCCmTOR signaling pathway98/4205156/84655.81e-041.95e-039.97e-0498
hsa0421114EsophagusESCCLongevity regulating pathway58/420589/84652.19e-036.16e-033.16e-0358
hsa041517EsophagusESCCPI3K-Akt signaling pathway197/4205354/84651.24e-022.83e-021.45e-02197
hsa04066113EsophagusESCCHIF-1 signaling pathway75/4205109/84653.66e-051.68e-048.60e-0575
hsa0491014EsophagusESCCInsulin signaling pathway89/4205137/84651.97e-047.32e-043.75e-0489
hsa0152115EsophagusESCCEGFR tyrosine kinase inhibitor resistance55/420579/84652.44e-048.78e-044.50e-0455
hsa0415013EsophagusESCCmTOR signaling pathway98/4205156/84655.81e-041.95e-039.97e-0498
hsa0421115EsophagusESCCLongevity regulating pathway58/420589/84652.19e-036.16e-033.16e-0358
hsa0415114EsophagusESCCPI3K-Akt signaling pathway197/4205354/84651.24e-022.83e-021.45e-02197
hsa0491021LiverCirrhoticInsulin signaling pathway56/2530137/84653.74e-031.50e-029.26e-0356
hsa0406612LiverCirrhoticHIF-1 signaling pathway46/2530109/84654.00e-031.59e-029.78e-0346
hsa015216LiverCirrhoticEGFR tyrosine kinase inhibitor resistance35/253079/84654.50e-031.70e-021.05e-0235
hsa042118LiverCirrhoticLongevity regulating pathway37/253089/84651.22e-023.89e-022.40e-0237
hsa0491031LiverCirrhoticInsulin signaling pathway56/2530137/84653.74e-031.50e-029.26e-0356
hsa0406613LiverCirrhoticHIF-1 signaling pathway46/2530109/84654.00e-031.59e-029.78e-0346
hsa0152111LiverCirrhoticEGFR tyrosine kinase inhibitor resistance35/253079/84654.50e-031.70e-021.05e-0235
hsa0421111LiverCirrhoticLongevity regulating pathway37/253089/84651.22e-023.89e-022.40e-0237
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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
EIF4ESNVMissense_Mutationrs776434815c.383G>Ap.Arg128Hisp.R128HP06730protein_codingtolerated(0.15)benign(0.02)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EIF4ESNVMissense_Mutationnovelc.182N>Ap.Arg61Glnp.R61QP06730protein_codingtolerated(0.25)benign(0.058)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
EIF4ESNVMissense_Mutationnovelc.21N>Cp.Glu7Aspp.E7DP06730protein_codingtolerated_low_confidence(0.24)probably_damaging(0.979)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
EIF4ESNVMissense_Mutationrs772918368c.65C>Tp.Thr22Metp.T22MP06730protein_codingtolerated(0.07)possibly_damaging(0.847)TCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
EIF4ESNVMissense_Mutationrs17850950c.379G>Ap.Asp127Asnp.D127NP06730protein_codingdeleterious(0.03)possibly_damaging(0.636)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
EIF4ESNVMissense_Mutationrs776434815c.383N>Ap.Arg128Hisp.R128HP06730protein_codingtolerated(0.15)benign(0.02)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
EIF4ESNVMissense_Mutationnovelc.547G>Ap.Ala183Thrp.A183TP06730protein_codingdeleterious(0)probably_damaging(0.991)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EIF4ESNVMissense_Mutationnovelc.539N>Cp.Val180Alap.V180AP06730protein_codingdeleterious(0.01)probably_damaging(0.947)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EIF4ESNVMissense_Mutationrs200243582c.694N>Ap.Ala232Thrp.A232TP06730protein_codingtolerated(0.18)benign(0.031)TCGA-BC-A69I-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownSD
EIF4ESNVMissense_Mutationc.661C>Tp.Pro221Serp.P221SP06730protein_codingtolerated(0.98)benign(0.061)TCGA-49-4510-01Lunglung 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
1977EIF4EDRUGGABLE GENOMEETOPOSIDEETOPOSIDE11956083
1977EIF4EDRUGGABLE GENOMEH2O212151318
1977EIF4EDRUGGABLE GENOMELY2275796
1977EIF4EDRUGGABLE GENOMEMTOR INHIBITOR15190216
1977EIF4EDRUGGABLE GENOMEinhibitorISIS-EIF4ERX
1977EIF4EDRUGGABLE GENOMERAPAMYCINSIROLIMUS10516161,8816458,10477262,15292274,14581487,9867830
1977EIF4EDRUGGABLE GENOMEHYDROXYUREAHYDROXYUREA10585489
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