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: ANGPTL1

Gene summary for ANGPTL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANGPTL1

Gene ID

9068

Gene nameangiopoietin like 1
Gene AliasANG3
Cytomap1q25.2
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

A0A024R908


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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
9068ANGPTL1PTCwithHT_6HumanThyroidHT4.82e-02-2.11e-010.02
9068ANGPTL1male-WTAHumanThyroidPTC2.78e-10-6.19e-020.1037
9068ANGPTL1PTC01HumanThyroidPTC5.01e-042.04e-010.1899
9068ANGPTL1PTC03HumanThyroidPTC1.13e-02-8.63e-020.1784
9068ANGPTL1PTC04HumanThyroidPTC1.39e-04-1.19e-010.1927
9068ANGPTL1PTC05HumanThyroidPTC1.56e-104.98e-020.2065
9068ANGPTL1PTC06HumanThyroidPTC1.07e-084.68e-010.2057
9068ANGPTL1PTC07HumanThyroidPTC1.47e-141.76e-010.2044
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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
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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
ANGPTL1ITGA1_ITGB1ANGPTL1_ITGA1_ITGB1ANGPTLBreastDCIS
ANGPTL1LILRB3ANGPTL1_PIRBANGPTLBreastDCIS
ANGPTL1ITGA1_ITGB1ANGPTL1_ITGA1_ITGB1ANGPTLBreastHealthy
ANGPTL1ITGA1_ITGB1ANGPTL1_ITGA1_ITGB1ANGPTLBreastPrecancer
ANGPTL1ITGA1_ITGB1ANGPTL1_ITGA1_ITGB1ANGPTLCervixADJ
ANGPTL1ITGA1_ITGB1ANGPTL1_ITGA1_ITGB1ANGPTLEndometriumHealthy
ANGPTL1LILRB3ANGPTL1_PIRBANGPTLEndometriumHealthy
ANGPTL1ITGA1_ITGB1ANGPTL1_ITGA1_ITGB1ANGPTLEsophagusESCC
ANGPTL1ITGA1_ITGB1ANGPTL1_ITGA1_ITGB1ANGPTLGCADJ
ANGPTL1ITGA1_ITGB1ANGPTL1_ITGA1_ITGB1ANGPTLGCGC
ANGPTL1ITGA1_ITGB1ANGPTL1_ITGA1_ITGB1ANGPTLHNSCCADJ
ANGPTL1LILRB3ANGPTL1_PIRBANGPTLHNSCCADJ
ANGPTL1ITGA1_ITGB1ANGPTL1_ITGA1_ITGB1ANGPTLHNSCCOSCC
ANGPTL1LILRB3ANGPTL1_PIRBANGPTLHNSCCOSCC
ANGPTL1ITGA1_ITGB1ANGPTL1_ITGA1_ITGB1ANGPTLHNSCCPrecancer
ANGPTL1LILRB3ANGPTL1_PIRBANGPTLHNSCCPrecancer
ANGPTL1ITGA1_ITGB1ANGPTL1_ITGA1_ITGB1ANGPTLLiverPrecancer
ANGPTL1LILRB3ANGPTL1_PIRBANGPTLLiverPrecancer
ANGPTL1ITGA1_ITGB1ANGPTL1_ITGA1_ITGB1ANGPTLLungAAH
ANGPTL1LILRB3ANGPTL1_PIRBANGPTLLungAAH
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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
ANGPTL1SNVMissense_Mutationc.490N>Cp.Glu164Glnp.E164QO95841protein_codingtolerated(0.22)benign(0.141)TCGA-A8-A081-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANGPTL1SNVMissense_Mutationc.1182N>Gp.Phe394Leup.F394LO95841protein_codingtolerated(0.61)benign(0.099)TCGA-AO-A0JC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
ANGPTL1SNVMissense_Mutationc.274N>Tp.Leu92Phep.L92FO95841protein_codingdeleterious(0.02)probably_damaging(0.979)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ANGPTL1SNVMissense_Mutationc.714G>Tp.Glu238Aspp.E238DO95841protein_codingtolerated(0.26)probably_damaging(0.956)TCGA-AR-A24H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ANGPTL1SNVMissense_Mutationc.160N>Gp.Leu54Valp.L54VO95841protein_codingtolerated(0.73)benign(0.019)TCGA-C8-A12Z-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ANGPTL1insertionNonsense_Mutationnovelc.174_175insTGCTCATAATAAATGCTTATTCATTTTGCGATGTTATATATGp.Gln58_Arg59insCysSerTerTerMetLeuIleHisPheAlaMetLeuTyrMetp.Q58_R59insCS**MLIHFAMLYMO95841protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANGPTL1SNVMissense_Mutationnovelc.751N>Tp.Pro251Serp.P251SO95841protein_codingtolerated(0.21)benign(0.04)TCGA-DS-A7WH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANGPTL1SNVMissense_Mutationnovelc.1010A>Cp.Asn337Thrp.N337TO95841protein_codingtolerated(1)benign(0.01)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ANGPTL1SNVMissense_Mutationrs371498898c.377N>Cp.Met126Thrp.M126TO95841protein_codingdeleterious(0)possibly_damaging(0.901)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
ANGPTL1SNVMissense_Mutationc.403N>Gp.Met135Valp.M135VO95841protein_codingtolerated(0.07)possibly_damaging(0.81)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=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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