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: APOBEC3B

Gene summary for APOBEC3B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

APOBEC3B

Gene ID

9582

Gene nameapolipoprotein B mRNA editing enzyme catalytic subunit 3B
Gene AliasA3B
Cytomap22q13.1
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q9UH17


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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
9582APOBEC3BLZE2THumanEsophagusESCC3.94e-075.56e-010.082
9582APOBEC3BLZE4THumanEsophagusESCC8.35e-062.56e-010.0811
9582APOBEC3BLZE7THumanEsophagusESCC3.90e-021.53e-010.0667
9582APOBEC3BLZE21THumanEsophagusESCC6.52e-033.60e-010.0655
9582APOBEC3BP2T-EHumanEsophagusESCC1.76e-122.73e-010.1177
9582APOBEC3BP4T-EHumanEsophagusESCC4.90e-051.38e-010.1323
9582APOBEC3BP5T-EHumanEsophagusESCC7.98e-132.65e-010.1327
9582APOBEC3BP8T-EHumanEsophagusESCC3.75e-031.07e-010.0889
9582APOBEC3BP15T-EHumanEsophagusESCC1.35e-041.64e-010.1149
9582APOBEC3BP17T-EHumanEsophagusESCC9.15e-126.63e-010.1278
9582APOBEC3BP21T-EHumanEsophagusESCC9.53e-092.11e-010.1617
9582APOBEC3BP22T-EHumanEsophagusESCC4.44e-082.28e-010.1236
9582APOBEC3BP23T-EHumanEsophagusESCC2.13e-093.05e-010.108
9582APOBEC3BP26T-EHumanEsophagusESCC1.97e-102.30e-010.1276
9582APOBEC3BP27T-EHumanEsophagusESCC4.17e-051.48e-010.1055
9582APOBEC3BP28T-EHumanEsophagusESCC9.56e-082.58e-010.1149
9582APOBEC3BP30T-EHumanEsophagusESCC3.85e-063.01e-010.137
9582APOBEC3BP32T-EHumanEsophagusESCC7.31e-143.53e-010.1666
9582APOBEC3BP37T-EHumanEsophagusESCC1.93e-092.56e-010.1371
9582APOBEC3BP38T-EHumanEsophagusESCC6.95e-062.58e-010.127
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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:0016032111EsophagusESCCviral process301/8552415/187233.34e-291.32e-26301
GO:0019058111EsophagusESCCviral life cycle226/8552317/187231.17e-201.76e-18226
GO:0034655110EsophagusESCCnucleobase-containing compound catabolic process272/8552407/187232.92e-182.90e-16272
GO:004670018EsophagusESCCheterocycle catabolic process286/8552445/187231.12e-157.47e-14286
GO:004427019EsophagusESCCcellular nitrogen compound catabolic process288/8552451/187233.03e-151.79e-13288
GO:001943918EsophagusESCCaromatic compound catabolic process295/8552467/187231.09e-145.98e-13295
GO:0019079111EsophagusESCCviral genome replication102/8552131/187234.31e-142.19e-12102
GO:000961518EsophagusESCCresponse to virus238/8552367/187236.65e-143.32e-12238
GO:190136118EsophagusESCCorganic cyclic compound catabolic process307/8552495/187239.99e-144.80e-12307
GO:0050792111EsophagusESCCregulation of viral process119/8552164/187232.19e-129.03e-11119
GO:1903900111EsophagusESCCregulation of viral life cycle106/8552148/187231.26e-103.72e-09106
GO:0045069110EsophagusESCCregulation of viral genome replication67/855285/187233.81e-101.04e-0867
GO:00516075EsophagusESCCdefense response to virus171/8552265/187233.91e-101.05e-08171
GO:01405465EsophagusESCCdefense response to symbiont171/8552265/187233.91e-101.05e-08171
GO:00094512EsophagusESCCRNA modification114/8552167/187232.76e-096.04e-08114
GO:004852516EsophagusESCCnegative regulation of viral process66/855292/187233.49e-074.88e-0666
GO:004507114EsophagusESCCnegative regulation of viral genome replication44/855256/187234.84e-076.50e-0644
GO:003969411EsophagusESCCviral RNA genome replication27/855235/187231.48e-049.88e-0427
GO:19016574EsophagusESCCglycosyl compound metabolic process57/855288/187232.32e-041.44e-0357
GO:00725273EsophagusESCCpyrimidine-containing compound metabolic process52/855282/187239.03e-044.61e-0352
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa032509EsophagusESCCViral life cycle - HIV-154/420563/84652.01e-092.17e-081.11e-0854
hsa05170210EsophagusESCCHuman immunodeficiency virus 1 infection147/4205212/84653.37e-093.53e-081.81e-08147
hsa0325014EsophagusESCCViral life cycle - HIV-154/420563/84652.01e-092.17e-081.11e-0854
hsa0517038EsophagusESCCHuman immunodeficiency virus 1 infection147/4205212/84653.37e-093.53e-081.81e-08147
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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
APOBEC3BSNVMissense_Mutationrs377377948c.932G>Ap.Arg311Hisp.R311HQ9UH17protein_codingdeleterious(0.04)benign(0.233)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
APOBEC3BSNVMissense_Mutationrs766117548c.395G>Ap.Arg132Glnp.R132QQ9UH17protein_codingtolerated(1)benign(0.011)TCGA-BH-A0BP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
APOBEC3BSNVMissense_Mutationc.196N>Tp.His66Tyrp.H66YQ9UH17protein_codingdeleterious(0.03)probably_damaging(0.988)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
APOBEC3BSNVMissense_Mutationrs749965333c.629N>Ap.Arg210Glnp.R210QQ9UH17protein_codingdeleterious(0.02)benign(0.007)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
APOBEC3BSNVMissense_Mutationnovelc.897N>Tp.Glu299Aspp.E299DQ9UH17protein_codingtolerated(0.22)benign(0.097)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
APOBEC3BSNVMissense_Mutationrs747995529c.1121N>Ap.Arg374Glnp.R374QQ9UH17protein_codingtolerated(0.97)benign(0)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
APOBEC3BSNVMissense_Mutationc.970C>Ap.Gln324Lysp.Q324KQ9UH17protein_codingtolerated(0.53)benign(0.012)TCGA-CA-5254-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyoxaliplatinCR
APOBEC3BSNVMissense_Mutationrs747498277c.916C>Tp.Arg306Cysp.R306CQ9UH17protein_codingtolerated(0.15)benign(0.014)TCGA-CK-5912-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
APOBEC3BSNVMissense_Mutationrs772434543c.907G>Ap.Val303Metp.V303MQ9UH17protein_codingdeleterious(0.02)benign(0.264)TCGA-G4-6320-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyoxaliplatinSD
APOBEC3BinsertionNonsense_Mutationnovelc.573_574insTGAGGCAp.Leu192Terp.L192*Q9UH17protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<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
9582APOBEC3BENZYMEcorticosteroids30697902
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