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: EIF2B1

Gene summary for EIF2B1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EIF2B1

Gene ID

1967

Gene nameeukaryotic translation initiation factor 2B subunit alpha
Gene AliasEIF2B
Cytomap12q24.31
Gene Typeprotein-coding
GO ID

GO:0002253

UniProtAcc

Q14232


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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
1967EIF2B1LZE4THumanEsophagusESCC5.47e-111.95e-010.0811
1967EIF2B1LZE7THumanEsophagusESCC5.11e-074.97e-010.0667
1967EIF2B1LZE8THumanEsophagusESCC2.95e-026.09e-020.067
1967EIF2B1LZE20THumanEsophagusESCC1.20e-031.35e-010.0662
1967EIF2B1LZE22THumanEsophagusESCC2.21e-023.46e-010.068
1967EIF2B1LZE24THumanEsophagusESCC6.65e-236.28e-010.0596
1967EIF2B1LZE21THumanEsophagusESCC1.17e-042.49e-010.0655
1967EIF2B1LZE6THumanEsophagusESCC7.04e-052.16e-010.0845
1967EIF2B1P1T-EHumanEsophagusESCC2.27e-114.46e-010.0875
1967EIF2B1P2T-EHumanEsophagusESCC4.93e-581.08e+000.1177
1967EIF2B1P4T-EHumanEsophagusESCC2.31e-256.56e-010.1323
1967EIF2B1P5T-EHumanEsophagusESCC8.63e-193.17e-010.1327
1967EIF2B1P8T-EHumanEsophagusESCC1.71e-355.72e-010.0889
1967EIF2B1P9T-EHumanEsophagusESCC1.61e-132.26e-010.1131
1967EIF2B1P10T-EHumanEsophagusESCC2.86e-314.99e-010.116
1967EIF2B1P11T-EHumanEsophagusESCC1.08e-207.51e-010.1426
1967EIF2B1P12T-EHumanEsophagusESCC1.47e-233.98e-010.1122
1967EIF2B1P15T-EHumanEsophagusESCC1.09e-224.36e-010.1149
1967EIF2B1P16T-EHumanEsophagusESCC2.05e-305.64e-010.1153
1967EIF2B1P17T-EHumanEsophagusESCC1.35e-084.01e-010.1278
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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:0006413110EsophagusESCCtranslational initiation100/8552118/187231.16e-181.25e-16100
GO:0009408110EsophagusESCCresponse to heat77/8552110/187232.01e-073.11e-0677
GO:0043434111EsophagusESCCresponse to peptide hormone234/8552414/187234.93e-065.21e-05234
GO:00420636EsophagusESCCgliogenesis172/8552301/187233.75e-053.04e-04172
GO:000926619EsophagusESCCresponse to temperature stimulus106/8552178/187231.30e-048.84e-04106
GO:00100016EsophagusESCCglial cell differentiation129/8552225/187232.73e-041.65e-03129
GO:00508528EsophagusESCCT cell receptor signaling pathway73/8552123/187231.54e-037.24e-0373
GO:0009743111EsophagusESCCresponse to carbohydrate135/8552253/187238.16e-032.89e-02135
GO:00487092EsophagusESCColigodendrocyte differentiation55/855295/187231.10e-023.72e-0255
GO:000641312LiverCirrhotictranslational initiation76/4634118/187238.36e-202.18e-1776
GO:000974312LiverCirrhoticresponse to carbohydrate101/4634253/187236.24e-081.92e-06101
GO:004343412LiverCirrhoticresponse to peptide hormone149/4634414/187231.70e-074.49e-06149
GO:003428412LiverCirrhoticresponse to monosaccharide90/4634225/187232.87e-077.01e-0690
GO:000974612LiverCirrhoticresponse to hexose86/4634219/187231.30e-062.59e-0586
GO:00094087LiverCirrhoticresponse to heat49/4634110/187234.47e-067.42e-0549
GO:00097497LiverCirrhoticresponse to glucose82/4634212/187234.54e-067.51e-0582
GO:00092666LiverCirrhoticresponse to temperature stimulus63/4634178/187239.38e-046.66e-0363
GO:0042063LiverCirrhoticgliogenesis98/4634301/187231.28e-038.60e-0398
GO:0010001LiverCirrhoticglial cell differentiation75/4634225/187232.24e-031.36e-0275
GO:0048709LiverCirrhoticoligodendrocyte differentiation34/463495/187231.06e-024.66e-0234
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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
EIF2B1SNVMissense_Mutationc.307N>Gp.Arg103Glyp.R103GQ14232protein_codingdeleterious(0)benign(0.294)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
EIF2B1SNVMissense_Mutationnovelc.431C>Gp.Ala144Glyp.A144GQ14232protein_codingtolerated(0.35)benign(0.027)TCGA-C8-A3M8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
EIF2B1SNVMissense_Mutationrs767097089c.532N>Cp.Val178Leup.V178LQ14232protein_codingdeleterious(0.03)benign(0.017)TCGA-E2-A1IU-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
EIF2B1insertionNonsense_Mutationnovelc.247_248insTAACTTCATTTTAGATGCTATTACAGAGATGTAAAGCp.Tyr83LeufsTer5p.Y83Lfs*5Q14232protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EIF2B1SNVMissense_Mutationnovelc.685G>Ap.Val229Ilep.V229IQ14232protein_codingtolerated(0.13)benign(0.03)TCGA-DG-A2KJ-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
EIF2B1SNVMissense_Mutationnovelc.102N>Cp.Leu34Phep.L34FQ14232protein_codingdeleterious(0.01)benign(0.347)TCGA-ZJ-AAXU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
EIF2B1SNVMissense_Mutationc.251N>Tp.Ser84Phep.S84FQ14232protein_codingdeleterious(0.05)possibly_damaging(0.81)TCGA-AA-A01I-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
EIF2B1SNVMissense_Mutationc.832N>Gp.Pro278Alap.P278AQ14232protein_codingdeleterious(0.03)possibly_damaging(0.658)TCGA-AG-3901-01Colorectumrectum adenocarcinomaFemale>=65III/IVUnknownUnknownSD
EIF2B1SNVMissense_Mutationnovelc.647N>Ap.Ala216Aspp.A216DQ14232protein_codingdeleterious(0)probably_damaging(0.995)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
EIF2B1SNVMissense_Mutationrs553936477c.713T>Cp.Leu238Prop.L238PQ14232protein_codingdeleterious(0.03)probably_damaging(0.984)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
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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
1967EIF2B1NAWORTMANNINWORTMANNIN10764740
1967EIF2B1NAHORMONES7893823
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