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: ANGPTL3

Gene summary for ANGPTL3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANGPTL3

Gene ID

27329

Gene nameangiopoietin like 3
Gene AliasANG-5
Cytomap1p31.3
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

Q9Y5C1


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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
27329ANGPTL3NAFLD1HumanLiverNAFLD6.37e-096.29e-01-0.04
27329ANGPTL3S41HumanLiverCirrhotic4.37e-044.27e-01-0.0343
27329ANGPTL3S43HumanLiverCirrhotic2.96e-021.67e-01-0.0187
27329ANGPTL3HCC1_MengHumanLiverHCC2.33e-868.85e-010.0246
27329ANGPTL3HCC2_MengHumanLiverHCC2.05e-03-1.66e-010.0107
27329ANGPTL3HCC1HumanLiverHCC2.04e-375.55e+000.5336
27329ANGPTL3HCC2HumanLiverHCC4.95e-243.30e+000.5341
27329ANGPTL3HCC5HumanLiverHCC5.29e-053.28e+000.4932
27329ANGPTL3Pt13.aHumanLiverHCC3.30e-337.44e-010.021
27329ANGPTL3Pt13.bHumanLiverHCC2.35e-616.54e-010.0251
27329ANGPTL3Pt13.cHumanLiverHCC6.54e-034.20e-010.0076
27329ANGPTL3Pt14.aHumanLiverHCC4.25e-074.45e-010.0169
27329ANGPTL3Pt14.bHumanLiverHCC2.52e-197.03e-010.018
27329ANGPTL3Pt14.dHumanLiverHCC2.21e-063.09e-010.0143
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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:00098967LiverNAFLDpositive regulation of catabolic process108/1882492/187232.68e-153.14e-12108
GO:00066316LiverNAFLDfatty acid metabolic process92/1882390/187233.38e-153.29e-1292
GO:00082023LiverNAFLDsteroid metabolic process69/1882319/187235.90e-101.28e-0769
GO:00442425LiverNAFLDcellular lipid catabolic process52/1882214/187231.15e-092.17e-0752
GO:00550883LiverNAFLDlipid homeostasis44/1882167/187231.48e-092.54e-0744
GO:00160426LiverNAFLDlipid catabolic process63/1882320/187231.35e-071.02e-0563
GO:0055090LiverNAFLDacylglycerol homeostasis17/188242/187232.22e-071.53e-0517
GO:0070328LiverNAFLDtriglyceride homeostasis17/188242/187232.22e-071.53e-0517
GO:00071606LiverNAFLDcell-matrix adhesion49/1882233/187234.36e-072.74e-0549
GO:00108765LiverNAFLDlipid localization79/1882448/187234.75e-072.92e-0579
GO:00442623LiverNAFLDcellular carbohydrate metabolic process55/1882283/187231.27e-066.01e-0555
GO:00426323LiverNAFLDcholesterol homeostasis26/188296/187231.83e-067.86e-0526
GO:00192163LiverNAFLDregulation of lipid metabolic process61/1882331/187232.18e-069.24e-0561
GO:00550923LiverNAFLDsterol homeostasis26/188297/187232.26e-069.51e-0526
GO:00315896LiverNAFLDcell-substrate adhesion65/1882363/187232.84e-061.18e-0465
GO:0008203LiverNAFLDcholesterol metabolic process32/1882137/187234.28e-061.66e-0432
GO:0016125LiverNAFLDsterol metabolic process34/1882152/187236.02e-062.11e-0434
GO:1902652LiverNAFLDsecondary alcohol metabolic process33/1882147/187237.57e-062.56e-0433
GO:00060666LiverNAFLDalcohol metabolic process62/1882353/187239.01e-062.96e-0462
GO:00513467LiverNAFLDnegative regulation of hydrolase activity62/1882379/187238.11e-051.66e-0362
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa049796LiverNAFLDCholesterol metabolism20/104351/84659.73e-074.56e-053.67e-0520
hsa0497911LiverNAFLDCholesterol metabolism20/104351/84659.73e-074.56e-053.67e-0520
hsa049792LiverCirrhoticCholesterol metabolism30/253051/84651.59e-051.39e-048.60e-0530
hsa049793LiverCirrhoticCholesterol metabolism30/253051/84651.59e-051.39e-048.60e-0530
hsa049794LiverHCCCholesterol metabolism41/402051/84651.33e-061.35e-057.49e-0641
hsa049795LiverHCCCholesterol metabolism41/402051/84651.33e-061.35e-057.49e-0641
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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
ANGPTL3SNVMissense_Mutationnovelc.923G>Tp.Arg308Metp.R308MQ9Y5C1protein_codingdeleterious(0.02)possibly_damaging(0.657)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
ANGPTL3SNVMissense_Mutationc.500N>Cp.Phe167Serp.F167SQ9Y5C1protein_codingdeleterious(0.01)possibly_damaging(0.447)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ANGPTL3SNVMissense_Mutationc.592G>Cp.Glu198Glnp.E198QQ9Y5C1protein_codingtolerated(0.17)possibly_damaging(0.608)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ANGPTL3SNVMissense_Mutationrs766843384c.253C>Ap.Leu85Ilep.L85IQ9Y5C1protein_codingtolerated(0.05)possibly_damaging(0.858)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANGPTL3SNVMissense_Mutationc.662N>Cp.Arg221Thrp.R221TQ9Y5C1protein_codingtolerated(0.35)benign(0.301)TCGA-C8-A135-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ANGPTL3SNVMissense_Mutationnovelc.302G>Tp.Arg101Ilep.R101IQ9Y5C1protein_codingdeleterious(0.02)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANGPTL3SNVMissense_Mutationnovelc.954G>Tp.Glu318Aspp.E318DQ9Y5C1protein_codingtolerated(0.07)benign(0.388)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANGPTL3SNVMissense_Mutationc.693G>Cp.Leu231Phep.L231FQ9Y5C1protein_codingtolerated(0.72)benign(0.006)TCGA-FU-A40J-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
ANGPTL3insertionIn_Frame_Insnovelc.1005_1006insTTTAGTCTTp.Leu335_Glu336insPheSerLeup.L335_E336insFSLQ9Y5C1protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ANGPTL3SNVMissense_Mutationrs375934830c.397N>Ap.Leu133Ilep.L133IQ9Y5C1protein_codingtolerated(0.19)benign(0.031)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=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
27329ANGPTL3DRUGGABLE GENOME, FIBRINOGEN, CELL SURFACE, GROWTH FACTORAKCEA-ANGPTL3-LRXVUPANORSEN
27329ANGPTL3DRUGGABLE GENOME, FIBRINOGEN, CELL SURFACE, GROWTH FACTOREvinacumabEVINACUMAB
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