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: TARSL2

Gene summary for TARSL2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TARSL2

Gene ID

123283

Gene namethreonyl-tRNA synthetase 3
Gene AliasTARSL2
Cytomap15q26.3
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

A2RTX5


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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
123283TARSL2LZE4THumanEsophagusESCC1.75e-032.23e-010.0811
123283TARSL2LZE20THumanEsophagusESCC1.12e-021.60e-010.0662
123283TARSL2LZE21THumanEsophagusESCC3.94e-031.83e-010.0655
123283TARSL2P1T-EHumanEsophagusESCC1.23e-116.22e-010.0875
123283TARSL2P2T-EHumanEsophagusESCC3.56e-212.43e-010.1177
123283TARSL2P4T-EHumanEsophagusESCC2.29e-163.95e-010.1323
123283TARSL2P5T-EHumanEsophagusESCC1.63e-589.95e-010.1327
123283TARSL2P8T-EHumanEsophagusESCC2.76e-091.93e-010.0889
123283TARSL2P9T-EHumanEsophagusESCC1.23e-215.74e-010.1131
123283TARSL2P10T-EHumanEsophagusESCC5.56e-172.96e-010.116
123283TARSL2P11T-EHumanEsophagusESCC1.42e-105.14e-010.1426
123283TARSL2P12T-EHumanEsophagusESCC3.79e-265.58e-010.1122
123283TARSL2P15T-EHumanEsophagusESCC2.70e-173.67e-010.1149
123283TARSL2P16T-EHumanEsophagusESCC2.01e-163.31e-010.1153
123283TARSL2P17T-EHumanEsophagusESCC3.74e-032.22e-010.1278
123283TARSL2P19T-EHumanEsophagusESCC1.20e-097.65e-010.1662
123283TARSL2P20T-EHumanEsophagusESCC3.47e-172.60e-010.1124
123283TARSL2P21T-EHumanEsophagusESCC3.00e-162.89e-010.1617
123283TARSL2P22T-EHumanEsophagusESCC1.30e-132.44e-010.1236
123283TARSL2P23T-EHumanEsophagusESCC1.97e-246.36e-010.108
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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
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
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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
TARSL2SNVMissense_Mutationc.2395G>Ap.Glu799Lysp.E799KA2RTX5protein_codingdeleterious(0)probably_damaging(0.928)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TARSL2SNVMissense_Mutationc.1819G>Ap.Glu607Lysp.E607KA2RTX5protein_codingtolerated(0.69)benign(0)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TARSL2SNVMissense_Mutationc.319N>Ap.Asp107Asnp.D107NA2RTX5protein_codingtolerated(0.26)benign(0.015)TCGA-BH-A201-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TARSL2SNVMissense_Mutationrs145946175c.1165G>Ap.Asp389Asnp.D389NA2RTX5protein_codingtolerated(0.05)benign(0)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
TARSL2SNVMissense_Mutationnovelc.1001G>Ap.Gly334Aspp.G334DA2RTX5protein_codingdeleterious(0)probably_damaging(1)TCGA-C5-A1MN-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
TARSL2SNVMissense_Mutationnovelc.2150N>Gp.Ser717Cysp.S717CA2RTX5protein_codingtolerated(0.51)benign(0.012)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TARSL2SNVMissense_Mutationnovelc.2284N>Cp.Asp762Hisp.D762HA2RTX5protein_codingdeleterious(0.02)benign(0.015)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TARSL2SNVMissense_Mutationc.2242N>Gp.Gln748Glup.Q748EA2RTX5protein_codingdeleterious(0)probably_damaging(0.968)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
TARSL2SNVMissense_Mutationc.2180C>Tp.Ala727Valp.A727VA2RTX5protein_codingtolerated(0.55)benign(0.023)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TARSL2SNVMissense_Mutationc.1070T>Gp.Phe357Cysp.F357CA2RTX5protein_codingdeleterious(0.02)possibly_damaging(0.852)TCGA-AA-3977-01Colorectumcolon 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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