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: ADAT3

Gene summary for ADAT3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADAT3

Gene ID

113179

Gene nameadenosine deaminase tRNA specific 3
Gene AliasFWP005
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q96EY9


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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
113179ADAT3LZE24THumanEsophagusESCC3.62e-102.70e-010.0596
113179ADAT3P1T-EHumanEsophagusESCC2.39e-043.11e-010.0875
113179ADAT3P2T-EHumanEsophagusESCC7.65e-071.15e-010.1177
113179ADAT3P4T-EHumanEsophagusESCC1.92e-062.14e-010.1323
113179ADAT3P8T-EHumanEsophagusESCC5.66e-071.71e-010.0889
113179ADAT3P9T-EHumanEsophagusESCC3.27e-143.19e-010.1131
113179ADAT3P10T-EHumanEsophagusESCC3.69e-051.83e-010.116
113179ADAT3P11T-EHumanEsophagusESCC1.67e-052.78e-010.1426
113179ADAT3P12T-EHumanEsophagusESCC4.05e-102.79e-010.1122
113179ADAT3P15T-EHumanEsophagusESCC1.89e-082.18e-010.1149
113179ADAT3P16T-EHumanEsophagusESCC9.20e-051.01e-010.1153
113179ADAT3P20T-EHumanEsophagusESCC2.72e-072.06e-010.1124
113179ADAT3P21T-EHumanEsophagusESCC1.89e-041.34e-010.1617
113179ADAT3P22T-EHumanEsophagusESCC9.86e-132.28e-010.1236
113179ADAT3P23T-EHumanEsophagusESCC4.61e-194.66e-010.108
113179ADAT3P24T-EHumanEsophagusESCC8.78e-092.53e-010.1287
113179ADAT3P26T-EHumanEsophagusESCC2.74e-113.35e-010.1276
113179ADAT3P27T-EHumanEsophagusESCC6.58e-102.75e-010.1055
113179ADAT3P28T-EHumanEsophagusESCC6.24e-295.15e-010.1149
113179ADAT3P30T-EHumanEsophagusESCC1.75e-145.57e-010.137
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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
∗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:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:00080333EsophagusESCCtRNA processing92/8552127/187237.83e-101.93e-0892
GO:00063992EsophagusESCCtRNA metabolic process122/8552179/187239.03e-102.19e-08122
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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
ADAT3SNVMissense_Mutationnovelc.190N>Tp.Ala64Serp.A64Sprotein_codingdeleterious(0.02)possibly_damaging(0.726)TCGA-A2-A3XS-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
ADAT3SNVMissense_Mutationnovelc.1043N>Tp.Arg348Leup.R348Lprotein_codingdeleterious(0.01)possibly_damaging(0.548)TCGA-C5-A8XH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ADAT3SNVMissense_Mutationrs773656522c.1030N>Ap.Asp344Asnp.D344Nprotein_codingtolerated(0.12)benign(0.185)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
ADAT3SNVMissense_Mutationnovelc.832N>Ap.Ala278Thrp.A278Tprotein_codingtolerated(0.55)benign(0.131)TCGA-B5-A11H-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVHormone TherapymegaceSD
ADAT3SNVMissense_Mutationnovelc.868N>Ap.Gly290Serp.G290Sprotein_codingtolerated(0.16)benign(0.019)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ADAT3SNVMissense_Mutationnovelc.137N>Tp.Pro46Leup.P46Lprotein_codingtolerated(0.07)probably_damaging(0.998)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ADAT3SNVMissense_Mutationrs756591965c.845N>Ap.Arg282Hisp.R282Hprotein_codingtolerated(0.13)benign(0.043)TCGA-BB-A6UO-01Oral cavityhead & neck squamous cell carcinomaFemale<65I/IIUnknownUnknownPD
ADAT3SNVMissense_Mutationc.1063N>Ap.Val355Metp.V355Mprotein_codingdeleterious(0)benign(0.396)TCGA-BR-4361-01Stomachstomach adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ADAT3SNVMissense_Mutationc.931N>Ap.Ala311Thrp.A311Tprotein_codingdeleterious(0)probably_damaging(0.976)TCGA-BR-8361-01Stomachstomach adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ADAT3SNVMissense_Mutationnovelc.1027C>Tp.Pro343Serp.P343Sprotein_codingtolerated(0.13)benign(0.056)TCGA-CG-5721-01Stomachstomach adenocarcinomaMale<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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