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: EEF1B2

Gene summary for EEF1B2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EEF1B2

Gene ID

1933

Gene nameeukaryotic translation elongation factor 1 beta 2
Gene AliasEEF1B
Cytomap2q33.3
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

A0A024R3W7


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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
1933EEF1B2GSM4909281HumanBreastIDC4.43e-02-1.06e-010.21
1933EEF1B2GSM4909282HumanBreastIDC9.23e-34-5.17e-01-0.0288
1933EEF1B2GSM4909287HumanBreastIDC2.93e-03-3.39e-010.2057
1933EEF1B2GSM4909293HumanBreastIDC2.46e-38-4.70e-010.1581
1933EEF1B2GSM4909294HumanBreastIDC9.22e-07-3.60e-010.2022
1933EEF1B2GSM4909295HumanBreastIDC3.52e-02-3.55e-010.0898
1933EEF1B2GSM4909296HumanBreastIDC4.95e-13-3.68e-010.1524
1933EEF1B2GSM4909297HumanBreastIDC1.70e-17-3.59e-010.1517
1933EEF1B2GSM4909298HumanBreastIDC2.96e-25-3.14e-010.1551
1933EEF1B2GSM4909301HumanBreastIDC5.75e-24-4.59e-010.1577
1933EEF1B2GSM4909302HumanBreastIDC1.21e-16-5.47e-010.1545
1933EEF1B2GSM4909304HumanBreastIDC1.30e-49-5.83e-010.1636
1933EEF1B2GSM4909306HumanBreastIDC2.82e-20-3.42e-010.1564
1933EEF1B2GSM4909307HumanBreastIDC2.22e-09-2.86e-010.1569
1933EEF1B2GSM4909308HumanBreastIDC1.53e-14-2.37e-010.158
1933EEF1B2GSM4909309HumanBreastIDC2.78e-05-4.04e-010.0483
1933EEF1B2GSM4909311HumanBreastIDC8.32e-46-7.41e-010.1534
1933EEF1B2GSM4909312HumanBreastIDC8.93e-06-3.13e-010.1552
1933EEF1B2GSM4909315HumanBreastIDC1.20e-12-3.79e-010.21
1933EEF1B2GSM4909316HumanBreastIDC9.78e-06-6.02e-010.21
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:00064147BreastPrecancertranslational elongation10/108055/187231.06e-031.18e-0210
GO:00973058BreastPrecancerresponse to alcohol25/1080253/187236.16e-034.35e-0225
GO:009730514BreastIDCresponse to alcohol36/1434253/187232.29e-043.64e-0336
GO:00454713BreastIDCresponse to ethanol21/1434137/187231.72e-031.67e-0221
GO:009730524BreastDCISresponse to alcohol34/1390253/187235.54e-047.09e-0334
GO:004547111BreastDCISresponse to ethanol20/1390137/187232.73e-032.40e-0220
GO:000641413BreastDCIStranslational elongation10/139055/187236.66e-034.62e-0210
GO:00973059CervixCCresponse to alcohol46/2311253/187234.40e-032.69e-0246
GO:00064148CervixHSIL_HPVtranslational elongation7/73755/187235.59e-034.47e-027
GO:0006414ColorectumADtranslational elongation21/391855/187232.53e-031.93e-0221
GO:0097305ColorectumADresponse to alcohol71/3918253/187234.01e-032.80e-0271
GO:00064141ColorectumSERtranslational elongation17/289755/187233.00e-032.65e-0217
GO:00973051ColorectumMSSresponse to alcohol66/3467253/187231.73e-031.54e-0266
GO:00064142ColorectumMSStranslational elongation19/346755/187233.47e-032.59e-0219
GO:00973052ColorectumMSI-Hresponse to alcohol33/1319253/187234.53e-049.61e-0333
GO:00064143ColorectumCRCtranslational elongation14/207855/187232.21e-032.15e-0214
GO:00973054ColorectumCRCresponse to alcohol43/2078253/187232.96e-032.66e-0243
GO:009730510EndometriumAEHresponse to alcohol48/2100253/187231.80e-042.31e-0348
GO:00064149EndometriumAEHtranslational elongation13/210055/187236.76e-033.94e-0213
GO:009730516EndometriumEECresponse to alcohol49/2168253/187231.99e-042.42e-0349
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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
EEF1B2SNVMissense_Mutationnovelc.245C>Tp.Ala82Valp.A82VP24534protein_codingtolerated(0.1)benign(0.021)TCGA-A2-A4S3-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
EEF1B2SNVMissense_Mutationrs767990866c.675N>Gp.Ile225Metp.I225MP24534protein_codingdeleterious(0)possibly_damaging(0.685)TCGA-BH-A18J-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
EEF1B2SNVMissense_Mutationc.610N>Cp.Glu204Glnp.E204QP24534protein_codingtolerated(0.68)benign(0.035)TCGA-EK-A2RN-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
EEF1B2SNVMissense_Mutationnovelc.281N>Gp.Asp94Glyp.D94GP24534protein_codingtolerated(0.14)benign(0)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
EEF1B2SNVMissense_Mutationc.66G>Tp.Lys22Asnp.K22NP24534protein_codingtolerated(0.07)benign(0.072)TCGA-CM-4752-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
EEF1B2SNVMissense_Mutationc.601N>Cp.Asp201Hisp.D201HP24534protein_codingdeleterious(0)probably_damaging(0.987)TCGA-AF-2687-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapyxelodaPD
EEF1B2SNVMissense_Mutationnovelc.203N>Tp.Ser68Ilep.S68IP24534protein_codingdeleterious(0.02)possibly_damaging(0.474)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EEF1B2SNVMissense_Mutationnovelc.219N>Tp.Lys73Asnp.K73NP24534protein_codingdeleterious(0.03)benign(0.052)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
EEF1B2SNVMissense_Mutationc.365N>Ap.Arg122Hisp.R122HP24534protein_codingtolerated(0.06)benign(0.24)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
EEF1B2SNVMissense_Mutationnovelc.541N>Ap.Gly181Argp.G181RP24534protein_codingdeleterious(0.03)probably_damaging(0.99)TCGA-AX-A3G8-01Endometriumuterine 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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