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: ADARB2

Gene summary for ADARB2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADARB2

Gene ID

105

Gene nameadenosine deaminase RNA specific B2 (inactive)
Gene AliasADAR3
Cytomap10p15.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9NS39


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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
105ADARB2CCI_2HumanCervixCC2.23e-252.66e+000.5249
105ADARB2CCI_3HumanCervixCC3.64e-037.02e-010.516
105ADARB2CCII_1HumanCervixCC9.25e-042.22e-010.3249
105ADARB2T1HumanCervixCC1.54e-122.97e-010.0918
105ADARB2LZE6THumanEsophagusESCC9.61e-052.35e-010.0845
105ADARB2P2T-EHumanEsophagusESCC6.36e-335.84e-010.1177
105ADARB2P8T-EHumanEsophagusESCC9.67e-183.73e-010.0889
105ADARB2P11T-EHumanEsophagusESCC4.74e-032.22e-010.1426
105ADARB2P16T-EHumanEsophagusESCC3.75e-036.45e-020.1153
105ADARB2P21T-EHumanEsophagusESCC3.19e-235.95e-010.1617
105ADARB2P23T-EHumanEsophagusESCC4.42e-052.07e-010.108
105ADARB2P24T-EHumanEsophagusESCC7.90e-031.39e-010.1287
105ADARB2P26T-EHumanEsophagusESCC6.62e-204.58e-010.1276
105ADARB2P30T-EHumanEsophagusESCC4.44e-042.42e-010.137
105ADARB2P36T-EHumanEsophagusESCC7.72e-032.65e-010.1187
105ADARB2P37T-EHumanEsophagusESCC3.40e-102.70e-010.1371
105ADARB2P40T-EHumanEsophagusESCC1.20e-041.62e-010.109
105ADARB2P47T-EHumanEsophagusESCC7.98e-132.78e-010.1067
105ADARB2P56T-EHumanEsophagusESCC2.17e-078.30e-010.1613
105ADARB2P61T-EHumanEsophagusESCC2.11e-112.86e-010.099
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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:00094512EsophagusESCCRNA modification114/8552167/187232.76e-096.04e-08114
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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
ADARB2SNVMissense_Mutationc.391G>Cp.Val131Leup.V131LQ9NS39protein_codingdeleterious(0.01)possibly_damaging(0.566)TCGA-A7-A26I-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
ADARB2SNVMissense_Mutationnovelc.1258C>Ap.His420Asnp.H420NQ9NS39protein_codingtolerated(0.07)benign(0.071)TCGA-AR-A2LR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ADARB2SNVMissense_Mutationnovelc.2085N>Ap.Met695Ilep.M695IQ9NS39protein_codingtolerated(0.3)benign(0.038)TCGA-C8-A27B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ADARB2SNVMissense_Mutationnovelc.100N>Cp.Asp34Hisp.D34HQ9NS39protein_codingdeleterious_low_confidence(0.01)benign(0.387)TCGA-LL-A8F5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ADARB2SNVMissense_Mutationnovelc.268C>Tp.Arg90Trpp.R90WQ9NS39protein_codingdeleterious(0.01)probably_damaging(0.918)TCGA-PL-A8LV-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ADARB2insertionIn_Frame_Insnovelc.1506_1507insGATGGAGGTGAGp.Thr502_Thr503insAspGlyGlyGlup.T502_T503insDGGEQ9NS39protein_codingTCGA-A8-A085-01Breastbreast invasive carcinomaMale<65I/IIHormone TherapytamoxiphenSD
ADARB2insertionFrame_Shift_Insnovelc.1505_1506insTGCAAACCCGCCCTGTGAGCATTTATp.Thr503AlafsTer57p.T503Afs*57Q9NS39protein_codingTCGA-A8-A085-01Breastbreast invasive carcinomaMale<65I/IIHormone TherapytamoxiphenSD
ADARB2SNVMissense_Mutationnovelc.82C>Tp.Arg28Trpp.R28WQ9NS39protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.998)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ADARB2SNVMissense_Mutationnovelc.445N>Ap.Gly149Serp.G149SQ9NS39protein_codingdeleterious(0)probably_damaging(1)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
ADARB2SNVMissense_Mutationnovelc.1802N>Gp.His601Argp.H601RQ9NS39protein_codingtolerated(0.75)benign(0.003)TCGA-VS-A9UJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
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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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