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: EEF1A2

Gene summary for EEF1A2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EEF1A2

Gene ID

1917

Gene nameeukaryotic translation elongation factor 1 alpha 2
Gene AliasDEE33
Cytomap20q13.33
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

Q05639


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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
1917EEF1A2GSM4909293HumanBreastIDC1.42e-021.33e-010.1581
1917EEF1A2GSM4909304HumanBreastIDC2.89e-578.84e-010.1636
1917EEF1A2GSM4909316HumanBreastIDC2.49e-033.60e-010.21
1917EEF1A2GSM4909321HumanBreastIDC1.49e-062.75e-010.1559
1917EEF1A2brca3HumanBreastPrecancer1.59e-112.62e-01-0.0263
1917EEF1A2M2HumanBreastIDC4.93e-033.87e-010.21
1917EEF1A2M5HumanBreastIDC1.76e-086.31e-010.1598
1917EEF1A2NCCBC2HumanBreastDCIS6.53e-108.02e-010.1554
1917EEF1A2P3HumanBreastIDC1.06e-065.16e-010.1542
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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
∗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:00421769BreastPrecancerregulation of protein catabolic process47/1080391/187231.50e-065.58e-0547
GO:00192164BreastPrecancerregulation of lipid metabolic process34/1080331/187238.14e-049.55e-0334
GO:00064147BreastPrecancertranslational elongation10/108055/187231.06e-031.18e-0210
GO:00616846BreastPrecancerchaperone-mediated autophagy5/108016/187231.62e-031.64e-025
GO:00336749BreastPrecancerpositive regulation of kinase activity42/1080467/187232.94e-032.54e-0242
GO:004217614BreastIDCregulation of protein catabolic process63/1434391/187231.32e-089.61e-0763
GO:001921612BreastIDCregulation of lipid metabolic process45/1434331/187231.21e-042.24e-0345
GO:006168411BreastIDCchaperone-mediated autophagy6/143416/187238.18e-049.64e-036
GO:004217624BreastDCISregulation of protein catabolic process62/1390391/187239.98e-097.53e-0762
GO:001921621BreastDCISregulation of lipid metabolic process43/1390331/187232.37e-043.71e-0343
GO:006168421BreastDCISchaperone-mediated autophagy6/139016/187236.93e-048.45e-036
GO:000641413BreastDCIStranslational elongation10/139055/187236.66e-034.62e-0210
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0513441BreastDCISLegionellosis19/84657/84651.30e-062.10e-051.55e-0519
hsa0514021BreastDCISLeishmaniasis17/84677/84651.29e-039.06e-036.67e-0317
hsa0513451BreastDCISLegionellosis19/84657/84651.30e-062.10e-051.55e-0519
hsa0514031BreastDCISLeishmaniasis17/84677/84651.29e-039.06e-036.67e-0317
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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
EEF1A2SNVMissense_Mutationc.1012N>Tp.Ala338Serp.A338SQ05639protein_codingtolerated_low_confidence(0.11)benign(0.022)TCGA-A7-A4SF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
EEF1A2SNVMissense_Mutationc.30C>Gp.Ile10Metp.I10MQ05639protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.665)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
EEF1A2SNVMissense_Mutationnovelc.917N>Tp.Asp306Valp.D306VQ05639protein_codingdeleterious_low_confidence(0)probably_damaging(0.976)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
EEF1A2SNVMissense_Mutationnovelc.1196N>Ap.Ala399Glup.A399EQ05639protein_codingdeleterious_low_confidence(0)probably_damaging(0.993)TCGA-BH-A0BW-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinCR
EEF1A2SNVMissense_Mutationnovelc.718C>Tp.Arg240Cysp.R240CQ05639protein_codingtolerated_low_confidence(0.08)benign(0.007)TCGA-OL-A5RX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
EEF1A2SNVMissense_Mutationrs778585590c.667N>Ap.Ala223Thrp.A223TQ05639protein_codingtolerated_low_confidence(0.05)benign(0.079)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EEF1A2SNVMissense_Mutationnovelc.662N>Ap.Gly221Aspp.G221DQ05639protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.777)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
EEF1A2SNVMissense_Mutationc.901G>Ap.Glu301Lysp.E301KQ05639protein_codingtolerated_low_confidence(0.06)benign(0.117)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EEF1A2SNVMissense_Mutationc.391N>Ap.Gly131Argp.G131RQ05639protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.5)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
EEF1A2SNVMissense_Mutationc.454G>Ap.Val152Metp.V152MQ05639protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.902)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=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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