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: GATB

Gene summary for GATB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GATB

Gene ID

5188

Gene nameglutamyl-tRNA amidotransferase subunit B
Gene AliasCOXPD41
Cytomap4q31.3
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

O75879


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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
5188GATBLZE24THumanEsophagusESCC2.49e-041.16e-010.0596
5188GATBP2T-EHumanEsophagusESCC9.19e-102.71e-010.1177
5188GATBP4T-EHumanEsophagusESCC1.27e-041.30e-010.1323
5188GATBP5T-EHumanEsophagusESCC1.70e-031.16e-010.1327
5188GATBP8T-EHumanEsophagusESCC4.49e-039.05e-020.0889
5188GATBP9T-EHumanEsophagusESCC9.93e-059.49e-020.1131
5188GATBP10T-EHumanEsophagusESCC4.19e-087.09e-020.116
5188GATBP11T-EHumanEsophagusESCC3.24e-021.66e-010.1426
5188GATBP12T-EHumanEsophagusESCC6.36e-183.68e-010.1122
5188GATBP15T-EHumanEsophagusESCC4.05e-071.42e-010.1149
5188GATBP16T-EHumanEsophagusESCC8.25e-122.81e-010.1153
5188GATBP20T-EHumanEsophagusESCC1.42e-091.07e-010.1124
5188GATBP21T-EHumanEsophagusESCC4.30e-071.90e-010.1617
5188GATBP22T-EHumanEsophagusESCC4.65e-102.30e-010.1236
5188GATBP24T-EHumanEsophagusESCC1.27e-041.68e-010.1287
5188GATBP26T-EHumanEsophagusESCC4.97e-092.03e-010.1276
5188GATBP27T-EHumanEsophagusESCC1.09e-041.74e-010.1055
5188GATBP30T-EHumanEsophagusESCC5.12e-072.02e-010.137
5188GATBP31T-EHumanEsophagusESCC3.01e-101.88e-010.1251
5188GATBP32T-EHumanEsophagusESCC6.81e-183.81e-010.1666
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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
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: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
GO:003466011Oral cavityLPncRNA metabolic process205/4623485/187236.46e-181.09e-15205
GO:003254313Oral cavityLPmitochondrial translation43/462376/187232.85e-091.26e-0743
GO:014005312Oral cavityLPmitochondrial gene expression53/4623108/187233.54e-081.27e-0653
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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
GATBSNVMissense_Mutationrs575592914c.827G>Ap.Arg276Glnp.R276QO75879protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GATBSNVMissense_Mutationc.257A>Cp.Gln86Prop.Q86PO75879protein_codingtolerated(0.34)benign(0.007)TCGA-AO-A03R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
GATBSNVMissense_Mutationc.401N>Ap.Ser134Tyrp.S134YO75879protein_codingdeleterious(0)probably_damaging(1)TCGA-C8-A1HN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GATBSNVMissense_Mutationnovelc.890A>Gp.Gln297Argp.Q297RO75879protein_codingdeleterious(0.05)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GATBSNVMissense_Mutationnovelc.111C>Gp.Asn37Lysp.N37KO75879protein_codingtolerated_low_confidence(0.19)benign(0.011)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GATBSNVMissense_Mutationc.418N>Tp.His140Tyrp.H140YO75879protein_codingdeleterious(0)probably_damaging(0.999)TCGA-Q1-A5R3-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPR
GATBSNVMissense_Mutationnovelc.214N>Tp.His72Tyrp.H72YO75879protein_codingdeleterious(0)probably_damaging(0.999)TCGA-VS-A9U6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
GATBSNVMissense_Mutationc.992N>Ap.Gly331Glup.G331EO75879protein_codingtolerated(1)possibly_damaging(0.792)TCGA-AA-3489-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
GATBSNVMissense_Mutationc.591N>Ap.Ser197Argp.S197RO75879protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GATBSNVMissense_Mutationc.1384N>Cp.Thr462Prop.T462PO75879protein_codingtolerated(0.25)benign(0.072)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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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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