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: GATC

Gene summary for GATC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GATC

Gene ID

283459

Gene nameglutamyl-tRNA amidotransferase subunit C
Gene Alias15E1.2
Cytomap12q24.31
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

O43716


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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
283459GATCLZE4THumanEsophagusESCC6.12e-042.45e-030.0811
283459GATCLZE20THumanEsophagusESCC7.46e-03-5.63e-030.0662
283459GATCLZE24THumanEsophagusESCC1.22e-143.53e-010.0596
283459GATCP1T-EHumanEsophagusESCC8.77e-031.43e-010.0875
283459GATCP2T-EHumanEsophagusESCC1.56e-376.73e-010.1177
283459GATCP4T-EHumanEsophagusESCC3.14e-183.64e-010.1323
283459GATCP5T-EHumanEsophagusESCC3.36e-109.72e-020.1327
283459GATCP8T-EHumanEsophagusESCC2.28e-142.22e-010.0889
283459GATCP9T-EHumanEsophagusESCC3.35e-045.77e-020.1131
283459GATCP10T-EHumanEsophagusESCC4.22e-201.34e-010.116
283459GATCP11T-EHumanEsophagusESCC7.88e-061.24e-010.1426
283459GATCP12T-EHumanEsophagusESCC5.81e-119.94e-020.1122
283459GATCP15T-EHumanEsophagusESCC4.13e-106.06e-020.1149
283459GATCP16T-EHumanEsophagusESCC3.59e-222.13e-010.1153
283459GATCP19T-EHumanEsophagusESCC1.88e-054.28e-010.1662
283459GATCP20T-EHumanEsophagusESCC6.60e-121.66e-010.1124
283459GATCP21T-EHumanEsophagusESCC1.33e-184.21e-010.1617
283459GATCP22T-EHumanEsophagusESCC1.85e-121.58e-010.1236
283459GATCP23T-EHumanEsophagusESCC1.42e-122.61e-010.108
283459GATCP24T-EHumanEsophagusESCC7.81e-192.08e-010.1287
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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
∗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:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:014005313EsophagusESCCmitochondrial gene expression93/8552108/187231.96e-182.03e-1693
GO:003254314EsophagusESCCmitochondrial translation68/855276/187231.02e-156.86e-1468
GO:00063992EsophagusESCCtRNA metabolic process122/8552179/187239.03e-102.19e-08122
GO:00346601LiverHCCncRNA metabolic process332/7958485/187231.48e-317.80e-29332
GO:01400531LiverHCCmitochondrial gene expression82/7958108/187231.49e-127.20e-1182
GO:00325431LiverHCCmitochondrial translation62/795876/187232.95e-121.34e-1062
GO:00065202LiverHCCcellular amino acid metabolic process167/7958284/187231.91e-084.56e-07167
GO:0006399LiverHCCtRNA metabolic process108/7958179/187231.07e-061.59e-05108
GO:00346605Oral cavityOSCCncRNA metabolic process296/7305485/187232.94e-236.65e-21296
GO:01400533Oral cavityOSCCmitochondrial gene expression78/7305108/187232.37e-129.86e-1178
GO:00325434Oral cavityOSCCmitochondrial translation59/730576/187237.21e-122.70e-1059
GO:00063991Oral cavityOSCCtRNA metabolic process101/7305179/187231.65e-062.15e-05101
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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
GATCSNVMissense_Mutationc.269N>Cp.Arg90Thrp.R90TO43716protein_codingdeleterious(0)probably_damaging(0.995)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
GATCSNVMissense_Mutationc.292A>Gp.Asn98Aspp.N98DO43716protein_codingtolerated(0.18)benign(0.013)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GATCSNVMissense_Mutationc.326N>Ap.Arg109Hisp.R109HO43716protein_codingtolerated(0.38)benign(0.003)TCGA-AJ-A3BG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
GATCSNVMissense_Mutationnovelc.11N>Ap.Arg4Glnp.R4QO43716protein_codingtolerated(0.07)benign(0.015)TCGA-KP-A3VZ-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
GATCSNVMissense_Mutationc.76C>Tp.Pro26Serp.P26SO43716protein_codingtolerated(0.15)benign(0.001)TCGA-DD-A3A2-01Liverliver hepatocellular carcinomaFemale>=65I/IIUnknownUnknownSD
GATCSNVMissense_Mutationc.203N>Tp.Arg68Leup.R68LO43716protein_codingtolerated(0.45)possibly_damaging(0.489)TCGA-64-5779-01Lunglung adenocarcinomaMale<65III/IVChemotherapycisplatinPD
GATCSNVMissense_Mutationc.154G>Ap.Glu52Lysp.E52KO43716protein_codingdeleterious(0.04)possibly_damaging(0.619)TCGA-CN-5374-01Oral cavityhead & neck squamous cell carcinomaFemale<65I/IIChemotherapycisplatinPD
GATCSNVMissense_Mutationc.326N>Ap.Arg109Hisp.R109HO43716protein_codingtolerated(0.38)benign(0.003)TCGA-CG-4442-01Stomachstomach adenocarcinomaMale>=65I/IIUnknownUnknownSD
GATCSNVMissense_Mutationnovelc.224N>Gp.Val75Glyp.V75GO43716protein_codingdeleterious(0)probably_damaging(0.989)TCGA-CG-5718-01Stomachstomach adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GATCSNVMissense_Mutationc.299N>Tp.Ala100Valp.A100VO43716protein_codingtolerated(0.27)benign(0.062)TCGA-HF-A5NB-01Stomachstomach adenocarcinomaFemale>=65III/IVChemotherapyfluorouracilSD
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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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