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: APBB1

Gene summary for APBB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

APBB1

Gene ID

322

Gene nameamyloid beta precursor protein binding family B member 1
Gene AliasFE65
Cytomap11p15.4
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

O00213


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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
322APBB1HCC1_MengHumanLiverHCC2.77e-09-4.56e-020.0246
322APBB1S014HumanLiverHCC1.44e-166.08e-010.2254
322APBB1S015HumanLiverHCC6.33e-095.27e-010.2375
322APBB1S016HumanLiverHCC4.40e-175.19e-010.2243
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
∗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:00457857LiverCirrhoticpositive regulation of cell adhesion141/4634437/187232.05e-041.89e-03141
GO:001657021LiverHCChistone modification283/7958463/187232.68e-162.33e-14283
GO:190495122LiverHCCpositive regulation of establishment of protein localization207/7958319/187233.95e-163.29e-14207
GO:005122222LiverHCCpositive regulation of protein transport194/7958303/187232.41e-141.56e-12194
GO:00182052LiverHCCpeptidyl-lysine modification230/7958376/187231.51e-138.32e-12230
GO:00064732LiverHCCprotein acetylation135/7958201/187231.20e-125.92e-11135
GO:00435432LiverHCCprotein acylation157/7958243/187232.40e-121.12e-10157
GO:00183942LiverHCCpeptidyl-lysine acetylation116/7958169/187235.11e-122.23e-10116
GO:00064752LiverHCCinternal protein amino acid acetylation107/7958160/187233.77e-101.23e-08107
GO:00183932LiverHCCinternal peptidyl-lysine acetylation105/7958158/187239.48e-102.90e-08105
GO:00165732LiverHCChistone acetylation101/7958152/187231.99e-095.63e-08101
GO:00439671LiverHCChistone H4 acetylation50/795867/187239.14e-081.82e-0650
GO:001003822LiverHCCresponse to metal ion208/7958373/187231.35e-072.56e-06208
GO:005105221LiverHCCregulation of DNA metabolic process198/7958359/187237.62e-071.17e-05198
GO:200102021LiverHCCregulation of response to DNA damage stimulus128/7958219/187231.31e-061.90e-05128
GO:19019871LiverHCCregulation of cell cycle phase transition211/7958390/187232.11e-062.89e-05211
GO:003134611LiverHCCpositive regulation of cell projection organization193/7958353/187232.28e-063.08e-05193
GO:0045786LiverHCCnegative regulation of cell cycle204/7958385/187231.84e-051.99e-04204
GO:00448432LiverHCCcell cycle G1/S phase transition134/7958241/187232.60e-052.70e-04134
GO:005105411LiverHCCpositive regulation of DNA metabolic process113/7958201/187235.76e-055.33e-04113
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0501022LiverHCCAlzheimer disease254/4020384/84653.75e-148.97e-134.99e-13254
hsa0501032LiverHCCAlzheimer disease254/4020384/84653.75e-148.97e-134.99e-13254
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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
APBB1SNVMissense_Mutationrs373569914c.1081N>Tp.Arg361Trpp.R361WO00213protein_codingtolerated(0.18)benign(0.442)TCGA-A2-A3KD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
APBB1SNVMissense_Mutationnovelc.1195N>Tp.Arg399Cysp.R399CO00213protein_codingdeleterious(0)probably_damaging(0.979)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
APBB1SNVMissense_Mutationrs144100830c.1757N>Tp.Ala586Valp.A586VO00213protein_codingdeleterious(0)probably_damaging(0.998)TCGA-C8-A26W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
APBB1insertionFrame_Shift_Insnovelc.120_121insAGCTCTTGGCCCCGTGTTATGCTGCCGCCAATGCATAp.Gln41SerfsTer33p.Q41Sfs*33O00213protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
APBB1SNVMissense_Mutationrs781050131c.1144N>Ap.Glu382Lysp.E382KO00213protein_codingdeleterious(0)probably_damaging(0.992)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
APBB1SNVMissense_Mutationnovelc.863N>Tp.Pro288Leup.P288LO00213protein_codingtolerated(0.09)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
APBB1SNVMissense_Mutationrs781050131c.1144N>Ap.Glu382Lysp.E382KO00213protein_codingdeleterious(0)probably_damaging(0.992)TCGA-C5-A1BL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
APBB1SNVMissense_Mutationrs766162217c.637C>Tp.Arg213Trpp.R213WO00213protein_codingdeleterious(0.01)possibly_damaging(0.853)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
APBB1SNVMissense_Mutationc.1415N>Cp.Lys472Thrp.K472TO00213protein_codingdeleterious(0.01)possibly_damaging(0.837)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
APBB1SNVMissense_Mutationrs766381978c.152N>Ap.Arg51Hisp.R51HO00213protein_codingtolerated(0.14)benign(0.018)TCGA-ZJ-AAXT-01Cervixcervical & endocervical cancerFemale<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
322APBB1ENZYME, TRANSCRIPTION FACTOR, TRANSCRIPTION FACTOR BINDINGTrimidoxTRIMETHOPRIM/SULFADOXINE
322APBB1ENZYME, TRANSCRIPTION FACTOR, TRANSCRIPTION FACTOR BINDINGG-207 virus construct
322APBB1ENZYME, TRANSCRIPTION FACTOR, TRANSCRIPTION FACTOR BINDINGClofarabineCLOFARABINE
322APBB1ENZYME, TRANSCRIPTION FACTOR, TRANSCRIPTION FACTOR BINDINGCOH29COH-29
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