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: EIF2B2

Gene summary for EIF2B2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EIF2B2

Gene ID

8892

Gene nameeukaryotic translation initiation factor 2B subunit beta
Gene AliasEIF-2Bbeta
Cytomap14q24.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P49770


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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
8892EIF2B2LZE4THumanEsophagusESCC1.17e-093.77e-010.0811
8892EIF2B2LZE5THumanEsophagusESCC2.77e-032.84e-010.0514
8892EIF2B2LZE8THumanEsophagusESCC7.53e-046.22e-020.067
8892EIF2B2LZE20THumanEsophagusESCC4.11e-052.17e-010.0662
8892EIF2B2LZE21D1HumanEsophagusHGIN3.64e-021.92e-010.0632
8892EIF2B2LZE22D1HumanEsophagusHGIN4.94e-025.78e-020.0595
8892EIF2B2LZE22THumanEsophagusESCC1.23e-063.61e-010.068
8892EIF2B2LZE24THumanEsophagusESCC4.08e-124.13e-010.0596
8892EIF2B2LZE6THumanEsophagusESCC3.41e-051.91e-010.0845
8892EIF2B2P1T-EHumanEsophagusESCC2.43e-073.74e-010.0875
8892EIF2B2P2T-EHumanEsophagusESCC9.27e-203.94e-010.1177
8892EIF2B2P4T-EHumanEsophagusESCC2.54e-265.58e-010.1323
8892EIF2B2P5T-EHumanEsophagusESCC1.82e-164.52e-010.1327
8892EIF2B2P8T-EHumanEsophagusESCC4.33e-214.40e-010.0889
8892EIF2B2P9T-EHumanEsophagusESCC2.31e-091.85e-010.1131
8892EIF2B2P10T-EHumanEsophagusESCC4.14e-275.51e-010.116
8892EIF2B2P11T-EHumanEsophagusESCC6.35e-166.42e-010.1426
8892EIF2B2P12T-EHumanEsophagusESCC7.00e-204.49e-010.1122
8892EIF2B2P15T-EHumanEsophagusESCC2.69e-358.09e-010.1149
8892EIF2B2P16T-EHumanEsophagusESCC1.73e-225.41e-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
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
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: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:000940819EsophagusHGINresponse to heat34/2587110/187232.94e-061.01e-0434
GO:000926618EsophagusHGINresponse to temperature stimulus42/2587178/187232.91e-044.98e-0342
GO:004343420EsophagusHGINresponse to peptide hormone79/2587414/187231.60e-031.79e-0279
GO:000974326EsophagusHGINresponse to carbohydrate50/2587253/187235.27e-034.35e-0250
GO:006145819EsophagusHGINreproductive system development78/2587427/187235.53e-034.52e-0278
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:0009408110EsophagusESCCresponse to heat77/8552110/187232.01e-073.11e-0677
GO:0061458110EsophagusESCCreproductive system development247/8552427/187232.24e-073.42e-06247
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:000926619EsophagusESCCresponse to temperature stimulus106/8552178/187231.30e-048.84e-04106
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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
EIF2B2SNVMissense_Mutationc.301N>Ap.Asp101Asnp.D101NP49770protein_codingtolerated(0.11)possibly_damaging(0.595)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
EIF2B2SNVMissense_Mutationrs779106104c.132N>Cp.Gln44Hisp.Q44HP49770protein_codingtolerated(0.26)benign(0.001)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
EIF2B2SNVMissense_Mutationrs779106104c.132N>Cp.Gln44Hisp.Q44HP49770protein_codingtolerated(0.26)benign(0.001)TCGA-C5-A3HL-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
EIF2B2SNVMissense_Mutationc.466N>Gp.Leu156Valp.L156VP49770protein_codingtolerated(0.27)benign(0.213)TCGA-EK-A2R8-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
EIF2B2SNVMissense_Mutationc.769N>Ap.Ala257Thrp.A257TP49770protein_codingdeleterious(0)probably_damaging(0.973)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
EIF2B2SNVMissense_Mutationc.196N>Tp.Arg66Trpp.R66WP49770protein_codingdeleterious(0.01)probably_damaging(0.928)TCGA-AG-A036-01Colorectumrectum adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilCR
EIF2B2SNVMissense_Mutationc.51N>Ap.Ser17Argp.S17RP49770protein_codingtolerated(0.23)benign(0.019)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
EIF2B2SNVMissense_Mutationc.462N>Tp.Gln154Hisp.Q154HP49770protein_codingdeleterious(0)probably_damaging(0.919)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
EIF2B2SNVMissense_Mutationnovelc.439N>Gp.Thr147Alap.T147AP49770protein_codingtolerated(0.26)benign(0.065)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EIF2B2SNVMissense_Mutationnovelc.1013N>Ap.Arg338Hisp.R338HP49770protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<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
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