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: ANGPTL8

Gene summary for ANGPTL8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANGPTL8

Gene ID

55908

Gene nameangiopoietin like 8
Gene AliasC19orf80
Cytomap19p13.2
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q6UXH0


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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
55908ANGPTL8NAFLD1HumanLiverNAFLD3.48e-065.26e-01-0.04
55908ANGPTL8HCC1_MengHumanLiverHCC2.29e-1041.08e+000.0246
55908ANGPTL8S029HumanLiverHCC3.88e-022.79e-010.2581
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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:00550883LiverNAFLDlipid homeostasis44/1882167/187231.48e-092.54e-0744
GO:0055090LiverNAFLDacylglycerol homeostasis17/188242/187232.22e-071.53e-0517
GO:0070328LiverNAFLDtriglyceride homeostasis17/188242/187232.22e-071.53e-0517
GO:00192163LiverNAFLDregulation of lipid metabolic process61/1882331/187232.18e-069.24e-0561
GO:00458627LiverNAFLDpositive regulation of proteolysis65/1882372/187236.58e-062.29e-0465
GO:004586222LiverHCCpositive regulation of proteolysis232/7958372/187235.66e-153.98e-13232
GO:005160412LiverHCCprotein maturation171/7958294/187233.80e-088.30e-07171
GO:00550882LiverHCClipid homeostasis103/7958167/187234.27e-077.18e-06103
GO:00421571LiverHCClipoprotein metabolic process86/7958135/187235.21e-078.38e-0686
GO:00192162LiverHCCregulation of lipid metabolic process181/7958331/187234.58e-065.79e-05181
GO:001648511LiverHCCprotein processing121/7958225/187234.01e-042.71e-03121
GO:00454441LiverHCCfat cell differentiation120/7958229/187231.52e-038.05e-03120
GO:00550902LiverHCCacylglycerol homeostasis27/795842/187233.60e-031.60e-0227
GO:00703282LiverHCCtriglyceride homeostasis27/795842/187233.60e-031.60e-0227
GO:19033171LiverHCCregulation of protein maturation39/795867/187236.84e-032.74e-0239
GO:00706131LiverHCCregulation of protein processing37/795865/187231.33e-024.77e-0237
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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
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
ANGPTL8SNVMissense_Mutationnovelc.37N>Tp.Ala13Serp.A13SQ6UXH0protein_codingtolerated(0.13)benign(0.125)TCGA-VS-A9UV-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownPD
ANGPTL8SNVMissense_Mutationrs536232063c.253N>Tp.Arg85Trpp.R85WQ6UXH0protein_codingtolerated(0.06)benign(0.003)TCGA-D5-6932-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ANGPTL8SNVMissense_Mutationc.68N>Tp.Pro23Leup.P23LQ6UXH0protein_codingdeleterious(0)possibly_damaging(0.801)TCGA-G4-6320-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyoxaliplatinSD
ANGPTL8SNVMissense_Mutationnovelc.200T>Cp.Leu67Prop.L67PQ6UXH0protein_codingdeleterious(0)probably_damaging(0.943)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ANGPTL8SNVMissense_Mutationnovelc.233G>Ap.Gly78Glup.G78EQ6UXH0protein_codingtolerated(0.13)benign(0.027)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
ANGPTL8SNVMissense_Mutationrs79566395c.388N>Ap.Val130Metp.V130MQ6UXH0protein_codingtolerated(0.22)benign(0.133)TCGA-B5-A11Y-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ANGPTL8SNVMissense_Mutationc.30G>Tp.Trp10Cysp.W10CQ6UXH0protein_codingtolerated(0.21)benign(0)TCGA-D1-A17A-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ANGPTL8SNVMissense_Mutationc.386N>Tp.Ser129Ilep.S129IQ6UXH0protein_codingtolerated(0.07)benign(0.112)TCGA-BC-A10R-01Liverliver hepatocellular carcinomaFemale>=65III/IVOther, specify in noteschemoembolizationunknownPD
ANGPTL8SNVMissense_Mutationnovelc.545A>Gp.His182Argp.H182RQ6UXH0protein_codingtolerated(0.16)benign(0.001)TCGA-CC-A8HT-01Liverliver hepatocellular carcinomaMale>=65III/IVUnknownUnknownPD
ANGPTL8SNVMissense_Mutationc.496C>Tp.Leu166Phep.L166FQ6UXH0protein_codingdeleterious(0)probably_damaging(0.998)TCGA-ES-A2HT-01Liverliver hepatocellular carcinomaMale<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
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