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: EIF2B5

Gene summary for EIF2B5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EIF2B5

Gene ID

8893

Gene nameeukaryotic translation initiation factor 2B subunit epsilon
Gene AliasCACH
Cytomap3q27.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q13144


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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
8893EIF2B5C51HumanOral cavityOSCC1.65e-116.51e-010.2674
8893EIF2B5C57HumanOral cavityOSCC2.38e-166.12e-010.1679
8893EIF2B5C06HumanOral cavityOSCC2.74e-061.25e+000.2699
8893EIF2B5C08HumanOral cavityOSCC5.80e-511.02e+000.1919
8893EIF2B5C09HumanOral cavityOSCC3.16e-041.80e-010.1431
8893EIF2B5LN22HumanOral cavityOSCC3.00e-068.33e-010.1733
8893EIF2B5LN38HumanOral cavityOSCC9.97e-091.11e+000.168
8893EIF2B5LN46HumanOral cavityOSCC3.48e-074.34e-010.1666
8893EIF2B5LP15HumanOral cavityLP1.04e-081.09e+000.2174
8893EIF2B5LP17HumanOral cavityLP9.29e-036.34e-010.2349
8893EIF2B5SYSMH1HumanOral cavityOSCC3.87e-346.93e-010.1127
8893EIF2B5SYSMH2HumanOral cavityOSCC8.31e-174.55e-010.2326
8893EIF2B5SYSMH3HumanOral cavityOSCC4.61e-245.67e-010.2442
8893EIF2B5SYSMH5HumanOral cavityOSCC2.25e-072.08e-010.0647
8893EIF2B5SYSMH6HumanOral cavityOSCC2.94e-062.92e-010.1275
8893EIF2B5P4_S8_cSCCHumanSkincSCC1.28e-034.29e-02-0.3095
8893EIF2B5P5_S10_cSCCHumanSkincSCC1.65e-031.14e-02-0.299
8893EIF2B5P1_cSCCHumanSkincSCC8.86e-114.86e-010.0292
8893EIF2B5P2_cSCCHumanSkincSCC3.85e-092.99e-01-0.024
8893EIF2B5P4_cSCCHumanSkincSCC2.62e-154.08e-01-0.00290000000000005
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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
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
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
∗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:0034976111EsophagusESCCresponse to endoplasmic reticulum stress192/8552256/187237.15e-221.30e-19192
GO:0006413110EsophagusESCCtranslational initiation100/8552118/187231.16e-181.25e-16100
GO:0006417111EsophagusESCCregulation of translation304/8552468/187231.53e-171.33e-15304
GO:0045727111EsophagusESCCpositive regulation of translation107/8552136/187232.79e-151.68e-13107
GO:0034250111EsophagusESCCpositive regulation of cellular amide metabolic process123/8552162/187233.32e-151.93e-13123
GO:000644617EsophagusESCCregulation of translational initiation65/855279/187232.04e-117.07e-1065
GO:0009408110EsophagusESCCresponse to heat77/8552110/187232.01e-073.11e-0677
GO:0061458110EsophagusESCCreproductive system development247/8552427/187232.24e-073.42e-06247
GO:000756820EsophagusESCCaging201/8552339/187232.64e-073.94e-06201
GO:004860818EsophagusESCCreproductive structure development245/8552424/187232.82e-074.14e-06245
GO:0043434111EsophagusESCCresponse to peptide hormone234/8552414/187234.93e-065.21e-05234
GO:00425524EsophagusESCCmyelination85/8552134/187232.51e-052.13e-0485
GO:00072724EsophagusESCCensheathment of neurons86/8552136/187232.68e-052.24e-0486
GO:00083664EsophagusESCCaxon ensheathment86/8552136/187232.68e-052.24e-0486
GO:00420636EsophagusESCCgliogenesis172/8552301/187233.75e-053.04e-04172
GO:001003827EsophagusESCCresponse to metal ion208/8552373/187235.02e-053.90e-04208
GO:000926619EsophagusESCCresponse to temperature stimulus106/8552178/187231.30e-048.84e-04106
GO:00100016EsophagusESCCglial cell differentiation129/8552225/187232.73e-041.65e-03129
GO:00459483EsophagusESCCpositive regulation of translational initiation23/855230/187235.47e-043.00e-0323
GO:00508528EsophagusESCCT cell receptor signaling pathway73/8552123/187231.54e-037.24e-0373
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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
EIF2B5SNVMissense_Mutationc.512N>Ap.Arg171Lysp.R171KQ13144protein_codingtolerated(0.08)probably_damaging(0.991)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
EIF2B5SNVMissense_Mutationnovelc.2155G>Ap.Glu719Lysp.E719KQ13144protein_codingtolerated_low_confidence(0.12)benign(0.371)TCGA-AC-A2QI-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
EIF2B5SNVMissense_Mutationrs755584111c.1031G>Ap.Arg344Glnp.R344QQ13144protein_codingtolerated(0.11)possibly_damaging(0.511)TCGA-AN-A03Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EIF2B5SNVMissense_Mutationc.706G>Ap.Asp236Asnp.D236NQ13144protein_codingtolerated(0.16)benign(0.003)TCGA-E2-A14P-01Breastbreast invasive carcinomaFemale>=65III/IVTargeted Molecular therapytrastuzumabSD
EIF2B5insertionNonsense_Mutationnovelc.748_749insTATAGTTCATAATACTCTTTGAAGTTGAAGACGCTGp.Ser250delinsIleTerPheIleIleLeuPheGluValGluAspAlaGlyp.S250delinsI*FIILFEVEDAGQ13144protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
EIF2B5insertionIn_Frame_Insnovelc.1029_1030insTCCTGGTCTp.Tyr343_Arg344insSerTrpSerp.Y343_R344insSWSQ13144protein_codingTCGA-AN-A03Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EIF2B5insertionIn_Frame_Insnovelc.1810_1811insGAAAGGCCAGTGAAGGCCCTGGTGTCACCCCAGTCTp.Pro604delinsArgLysAlaSerGluGlyProGlyValThrProValSerp.P604delinsRKASEGPGVTPVSQ13144protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
EIF2B5deletionFrame_Shift_Delnovelc.1179delNp.Thr394ProfsTer30p.T394Pfs*30Q13144protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
EIF2B5deletionFrame_Shift_Delnovelc.1706delNp.Ser570LeufsTer18p.S570Lfs*18Q13144protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
EIF2B5SNVMissense_Mutationnovelc.403C>Ap.Leu135Ilep.L135IQ13144protein_codingtolerated(0.06)probably_damaging(0.991)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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