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: EPRS1

Gene summary for EPRS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EPRS1

Gene ID

2058

Gene nameglutamyl-prolyl-tRNA synthetase 1
Gene AliasEARS
Cytomap1q41
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

P07814


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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
2058EPRS1HTA11_3410_2000001011HumanColorectumAD1.22e-132.83e-010.0155
2058EPRS1HTA11_2487_2000001011HumanColorectumSER7.90e-112.66e-01-0.1808
2058EPRS1HTA11_1938_2000001011HumanColorectumAD4.60e-246.66e-01-0.0811
2058EPRS1HTA11_78_2000001011HumanColorectumAD3.57e-327.90e-01-0.1088
2058EPRS1HTA11_347_2000001011HumanColorectumAD1.10e-468.18e-01-0.1954
2058EPRS1HTA11_411_2000001011HumanColorectumSER5.61e-034.38e-01-0.2602
2058EPRS1HTA11_2112_2000001011HumanColorectumSER1.50e-043.07e-01-0.2196
2058EPRS1HTA11_3361_2000001011HumanColorectumAD8.67e-123.79e-01-0.1207
2058EPRS1HTA11_83_2000001011HumanColorectumSER8.95e-144.65e-01-0.1526
2058EPRS1HTA11_696_2000001011HumanColorectumAD4.02e-183.82e-01-0.1464
2058EPRS1HTA11_866_2000001011HumanColorectumAD3.52e-132.74e-01-0.1001
2058EPRS1HTA11_1391_2000001011HumanColorectumAD2.25e-236.66e-01-0.059
2058EPRS1HTA11_2992_2000001011HumanColorectumSER2.44e-095.85e-01-0.1706
2058EPRS1HTA11_5212_2000001011HumanColorectumAD1.00e-073.63e-01-0.2061
2058EPRS1HTA11_5216_2000001011HumanColorectumSER3.22e-054.15e-01-0.1462
2058EPRS1HTA11_546_2000001011HumanColorectumAD1.01e-165.31e-01-0.0842
2058EPRS1HTA11_7862_2000001011HumanColorectumAD3.18e-155.27e-01-0.0179
2058EPRS1HTA11_866_3004761011HumanColorectumAD5.80e-173.95e-010.096
2058EPRS1HTA11_4255_2000001011HumanColorectumSER2.49e-084.15e-010.0446
2058EPRS1HTA11_8622_2000001021HumanColorectumSER1.95e-073.65e-010.0528
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:0032868ColorectumADresponse to insulin91/3918264/187232.02e-078.48e-0691
GO:1901653ColorectumADcellular response to peptide114/3918359/187238.32e-072.88e-05114
GO:0032869ColorectumADcellular response to insulin stimulus72/3918203/187231.10e-063.68e-0572
GO:0006417ColorectumADregulation of translation141/3918468/187231.32e-064.22e-05141
GO:0071375ColorectumADcellular response to peptide hormone stimulus95/3918290/187231.50e-064.66e-0595
GO:0043434ColorectumADresponse to peptide hormone126/3918414/187232.70e-067.86e-05126
GO:0006418ColorectumADtRNA aminoacylation for protein translation19/391841/187232.37e-043.03e-0319
GO:0043039ColorectumADtRNA aminoacylation19/391844/187237.13e-047.21e-0319
GO:0043038ColorectumADamino acid activation19/391845/187239.94e-049.28e-0319
GO:0006520ColorectumADcellular amino acid metabolic process81/3918284/187231.37e-031.19e-0281
GO:0010876ColorectumADlipid localization120/3918448/187231.59e-031.33e-02120
GO:0006869ColorectumADlipid transport108/3918398/187231.67e-031.39e-02108
GO:2000191ColorectumADregulation of fatty acid transport14/391832/187233.03e-032.25e-0214
GO:00064181ColorectumSERtRNA aminoacylation for protein translation17/289741/187235.75e-051.35e-0317
GO:00328681ColorectumSERresponse to insulin65/2897264/187236.70e-051.53e-0365
GO:19016531ColorectumSERcellular response to peptide83/2897359/187238.03e-051.77e-0383
GO:00434341ColorectumSERresponse to peptide hormone93/2897414/187239.61e-052.04e-0393
GO:00430391ColorectumSERtRNA aminoacylation17/289744/187231.64e-043.12e-0317
GO:00713751ColorectumSERcellular response to peptide hormone stimulus68/2897290/187232.20e-043.89e-0368
GO:00430381ColorectumSERamino acid activation17/289745/187232.25e-043.91e-0317
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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
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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
2058EPRS1DRUGGABLE GENOME, ENZYMEHALOFUGINONEHALOFUGINONE
2058EPRS1DRUGGABLE GENOME, ENZYMEHT-100HALOFUGINONE
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