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: APBA3

Gene summary for APBA3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

APBA3

Gene ID

9546

Gene nameamyloid beta precursor protein binding family A member 3
Gene AliasMGC:15815
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0001701

UniProtAcc

O96018


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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
9546APBA3LZE4THumanEsophagusESCC4.20e-027.51e-020.0811
9546APBA3LZE8THumanEsophagusESCC4.80e-041.43e-010.067
9546APBA3LZE22THumanEsophagusESCC5.98e-031.98e-010.068
9546APBA3LZE24THumanEsophagusESCC6.55e-113.36e-010.0596
9546APBA3P2T-EHumanEsophagusESCC1.24e-071.67e-010.1177
9546APBA3P4T-EHumanEsophagusESCC2.79e-081.52e-010.1323
9546APBA3P8T-EHumanEsophagusESCC6.98e-071.48e-010.0889
9546APBA3P9T-EHumanEsophagusESCC8.28e-091.77e-010.1131
9546APBA3P10T-EHumanEsophagusESCC6.97e-132.02e-010.116
9546APBA3P11T-EHumanEsophagusESCC6.15e-093.25e-010.1426
9546APBA3P12T-EHumanEsophagusESCC1.41e-152.80e-010.1122
9546APBA3P15T-EHumanEsophagusESCC1.68e-031.62e-010.1149
9546APBA3P16T-EHumanEsophagusESCC2.13e-231.72e-010.1153
9546APBA3P17T-EHumanEsophagusESCC2.15e-093.48e-010.1278
9546APBA3P20T-EHumanEsophagusESCC2.12e-071.96e-010.1124
9546APBA3P21T-EHumanEsophagusESCC1.34e-101.71e-010.1617
9546APBA3P22T-EHumanEsophagusESCC4.02e-122.01e-010.1236
9546APBA3P23T-EHumanEsophagusESCC7.90e-123.82e-010.108
9546APBA3P24T-EHumanEsophagusESCC6.06e-081.99e-010.1287
9546APBA3P26T-EHumanEsophagusESCC6.73e-152.88e-010.1276
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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:000170119EsophagusESCCin utero embryonic development243/8552367/187231.00e-156.86e-14243
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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
APBA3SNVMissense_Mutationnovelc.1118N>Ap.Pro373Glnp.P373QO96018protein_codingtolerated(0.46)benign(0)TCGA-AC-A3W6-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
APBA3SNVMissense_Mutationnovelc.556G>Ap.Glu186Lysp.E186KO96018protein_codingtolerated(0.13)benign(0.02)TCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
APBA3SNVMissense_Mutationc.899N>Gp.Ile300Serp.I300SO96018protein_codingdeleterious(0)probably_damaging(0.996)TCGA-E9-A1RH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilSD
APBA3deletionFrame_Shift_Delnovelc.1511delNp.Gly504AlafsTer113p.G504Afs*113O96018protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
APBA3SNVMissense_Mutationnovelc.343N>Ap.Leu115Ilep.L115IO96018protein_codingdeleterious_low_confidence(0)possibly_damaging(0.563)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
APBA3SNVMissense_Mutationc.466N>Ap.Glu156Lysp.E156KO96018protein_codingtolerated(0.06)benign(0.014)TCGA-EK-A2RA-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
APBA3SNVMissense_Mutationc.541N>Gp.Leu181Valp.L181VO96018protein_codingtolerated(0.06)possibly_damaging(0.646)TCGA-VS-A8QC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapypaclitaxelPD
APBA3deletionFrame_Shift_Delnovelc.472delGp.Ala158ProfsTer24p.A158Pfs*24O96018protein_codingTCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
APBA3SNVMissense_Mutationrs376088061c.1432G>Ap.Val478Ilep.V478IO96018protein_codingtolerated(0.07)benign(0.009)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
APBA3SNVMissense_Mutationnovelc.790A>Gp.Thr264Alap.T264AO96018protein_codingdeleterious(0.03)benign(0.236)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
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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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