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: LIPG

Gene summary for LIPG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LIPG

Gene ID

9388

Gene namelipase G, endothelial type
Gene AliasEDL
Cytomap18q21.1
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

B4DTR8


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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
9388LIPGHTA11_1391_2000001011HumanColorectumAD6.69e-066.66e-01-0.059
9388LIPGHTA11_7663_2000001011HumanColorectumSER1.48e-047.39e-010.0131
9388LIPGHTA11_7696_3000711011HumanColorectumAD1.63e-094.45e-010.0674
9388LIPGHTA11_6818_2000001011HumanColorectumAD1.03e-024.72e-010.0112
9388LIPGHTA11_6818_2000001021HumanColorectumAD4.64e-023.55e-010.0588
9388LIPGHTA11_99999965062_69753HumanColorectumMSI-H6.11e-048.75e-010.3487
9388LIPGHTA11_99999965104_69814HumanColorectumMSS5.29e-065.28e-010.281
9388LIPGAdj_PTCwithHT_6HumanThyroidHT1.57e-08-5.85e-010.02
9388LIPGAdj_PTCwithHT_8HumanThyroidHT4.82e-03-4.96e-010.0267
9388LIPGPTCwithHT_6HumanThyroidHT5.45e-11-5.91e-010.02
9388LIPGPTCwithHT_8HumanThyroidHT6.59e-08-5.61e-010.0351
9388LIPGPTCwithoutHT_2HumanThyroidPTC1.16e-04-4.97e-010.0419
9388LIPGmale-WTAHumanThyroidPTC6.71e-462.27e-010.1037
9388LIPGPTC01HumanThyroidPTC1.63e-12-1.08e-010.1899
9388LIPGPTC05HumanThyroidPTC3.30e-04-6.77e-020.2065
9388LIPGPTC06HumanThyroidPTC1.47e-061.18e-010.2057
9388LIPGPTC07HumanThyroidPTC2.36e-121.61e-010.2044
9388LIPGATC08HumanThyroidATC3.87e-02-5.98e-010.0541
9388LIPGATC09HumanThyroidATC4.12e-03-3.96e-010.2871
9388LIPGATC12HumanThyroidATC2.20e-12-5.76e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
GO:0031667ColorectumADresponse to nutrient levels138/3918474/187231.22e-052.68e-04138
GO:0016042ColorectumADlipid catabolic process97/3918320/187234.31e-057.56e-0497
GO:0006631ColorectumADfatty acid metabolic process114/3918390/187235.58e-059.44e-04114
GO:0044242ColorectumADcellular lipid catabolic process66/3918214/187233.96e-044.50e-0366
GO:0010876ColorectumADlipid localization120/3918448/187231.59e-031.33e-02120
GO:0006869ColorectumADlipid transport108/3918398/187231.67e-031.39e-02108
GO:0006644ColorectumADphospholipid metabolic process101/3918383/187235.80e-033.67e-02101
GO:00160421ColorectumSERlipid catabolic process77/2897320/187233.52e-059.18e-0477
GO:00316671ColorectumSERresponse to nutrient levels106/2897474/187233.94e-051.00e-03106
GO:00442421ColorectumSERcellular lipid catabolic process51/2897214/187238.60e-041.05e-0251
GO:0046486ColorectumSERglycerolipid metabolic process82/2897392/187232.26e-032.17e-0282
GO:00066441ColorectumSERphospholipid metabolic process79/2897383/187233.94e-033.24e-0279
GO:00066311ColorectumSERfatty acid metabolic process79/2897390/187236.34e-034.56e-0279
GO:00316672ColorectumMSSresponse to nutrient levels125/3467474/187231.24e-052.88e-04125
GO:00066312ColorectumMSSfatty acid metabolic process95/3467390/187232.20e-031.84e-0295
GO:0046394ColorectumMSScarboxylic acid biosynthetic process76/3467314/187236.71e-034.38e-0276
GO:00108761ColorectumMSSlipid localization104/3467448/187236.76e-034.38e-02104
GO:00160422ColorectumMSSlipid catabolic process77/3467320/187237.43e-034.71e-0277
GO:0016053ColorectumMSSorganic acid biosynthetic process76/3467316/187237.88e-034.84e-0276
GO:00463941ColorectumMSI-Hcarboxylic acid biosynthetic process36/1319314/187232.68e-033.48e-0236
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa005612ColorectumMSSGlycerolipid metabolism23/187563/84656.55e-032.64e-021.62e-0223
hsa005613ColorectumMSSGlycerolipid metabolism23/187563/84656.55e-032.64e-021.62e-0223
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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
LIPGSNVMissense_Mutationnovelc.1276N>Ap.Leu426Metp.L426MQ9Y5X9protein_codingtolerated(0.1)possibly_damaging(0.577)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LIPGSNVMissense_Mutationnovelc.1160T>Gp.Val387Glyp.V387GQ9Y5X9protein_codingtolerated(0.09)possibly_damaging(0.601)TCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LIPGSNVMissense_Mutationc.364G>Cp.Asp122Hisp.D122HQ9Y5X9protein_codingdeleterious(0)probably_damaging(0.963)TCGA-AR-A0TS-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
LIPGinsertionNonsense_Mutationnovelc.900_901insTGCTGCACAGCTGGTCTGCATCACCCTACTTAGCACTTATTp.Asn301CysfsTer11p.N301Cfs*11Q9Y5X9protein_codingTCGA-A8-A07O-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyCR
LIPGinsertionFrame_Shift_Insnovelc.1197_1198insATAAGTGGGGTGGAGGGGGTGCCCAGGAATCATTTTGATAAp.Val400IlefsTer25p.V400Ifs*25Q9Y5X9protein_codingTCGA-A8-A0A6-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyepirubicinCR
LIPGSNVMissense_Mutationc.944N>Ap.Arg315Hisp.R315HQ9Y5X9protein_codingdeleterious(0.01)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LIPGSNVMissense_Mutationrs756501637c.1451N>Ap.Arg484Glnp.R484QQ9Y5X9protein_codingtolerated(0.17)benign(0.011)TCGA-C5-A7X3-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinSD
LIPGSNVMissense_Mutationrs750648857c.766N>Ap.Asp256Asnp.D256NQ9Y5X9protein_codingtolerated(0.28)benign(0.21)TCGA-EK-A3GM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
LIPGSNVMissense_Mutationc.313C>Gp.Leu105Valp.L105VQ9Y5X9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LIPGSNVMissense_Mutationrs750648857c.766N>Ap.Asp256Asnp.D256NQ9Y5X9protein_codingtolerated(0.28)benign(0.21)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
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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
9388LIPGDRUGGABLE GENOME, ENZYME, LIPASE, CELL SURFACE, PHOSPHOLIPASEGSK-264220A
9388LIPGDRUGGABLE GENOME, ENZYME, LIPASE, CELL SURFACE, PHOSPHOLIPASEinhibitor404859111
9388LIPGDRUGGABLE GENOME, ENZYME, LIPASE, CELL SURFACE, PHOSPHOLIPASEinhibitor178103308
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