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:200102211LiverHCCpositive regulation of response to DNA damage stimulus64/7958105/187231.03e-048.88e-0464
GO:1901988LiverHCCnegative regulation of cell cycle phase transition132/7958249/187234.97e-043.25e-03132
GO:00062824LiverHCCregulation of DNA repair74/7958130/187236.27e-043.89e-0374
GO:0010948LiverHCCnegative regulation of cell cycle process152/7958294/187238.50e-045.08e-03152
GO:00063021LiverHCCdouble-strand break repair131/7958251/187231.17e-036.54e-03131
GO:1902806LiverHCCregulation of cell cycle G1/S phase transition91/7958168/187231.47e-037.79e-0391
GO:001097511LiverHCCregulation of neuron projection development220/7958445/187231.68e-038.78e-03220
GO:0010976LiverHCCpositive regulation of neuron projection development88/7958163/187231.98e-031.00e-0288
GO:004578512LiverHCCpositive regulation of cell adhesion215/7958437/187232.53e-031.22e-02215
GO:00457393LiverHCCpositive regulation of DNA repair43/795873/187233.43e-031.55e-0243
GO:003559212LiverHCCestablishment of protein localization to extracellular region176/7958360/187237.96e-033.15e-02176
GO:000930612LiverHCCprotein secretion175/7958359/187239.32e-033.57e-02175
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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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