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: LPL

Gene summary for LPL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LPL

Gene ID

4023

Gene namelipoprotein lipase
Gene AliasHDLCQ11
Cytomap8p21.3
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

A0A1B1RVA9


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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
4023LPLRNA-P25T1-P25T1-1HumanLungAIS2.29e-034.08e-02-0.2116
4023LPLRNA-P6T2-P6T2-1HumanLungIAC2.36e-05-5.78e-01-0.0166
4023LPLRNA-P6T2-P6T2-2HumanLungIAC1.37e-03-5.63e-01-0.0132
4023LPLRNA-P6T2-P6T2-3HumanLungIAC5.69e-03-5.50e-01-0.013
4023LPLRNA-P6T2-P6T2-4HumanLungIAC1.36e-05-5.78e-01-0.0121
4023LPLmale-WTAHumanThyroidPTC3.77e-152.04e-010.1037
4023LPLPTC01HumanThyroidPTC2.66e-051.47e-010.1899
4023LPLPTC04HumanThyroidPTC1.25e-052.52e-010.1927
4023LPLPTC06HumanThyroidPTC1.81e-258.61e-010.2057
4023LPLPTC07HumanThyroidPTC3.77e-155.29e-010.2044
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:0090150110EsophagusESCCestablishment of protein localization to membrane182/8552260/187231.27e-158.19e-14182
GO:0072659110EsophagusESCCprotein localization to plasma membrane193/8552284/187231.95e-141.03e-12193
GO:199077819EsophagusESCCprotein localization to cell periphery217/8552333/187234.08e-131.88e-11217
GO:0031667111EsophagusESCCresponse to nutrient levels289/8552474/187239.25e-123.47e-10289
GO:001631110EsophagusESCCdephosphorylation251/8552417/187231.26e-092.99e-08251
GO:0048545111EsophagusESCCresponse to steroid hormone204/8552339/187234.47e-088.11e-07204
GO:000758410EsophagusESCCresponse to nutrient114/8552174/187239.43e-081.56e-06114
GO:000206420EsophagusESCCepithelial cell development136/8552220/187239.50e-071.21e-05136
GO:000164918EsophagusESCCosteoblast differentiation140/8552229/187231.63e-061.95e-05140
GO:000150317EsophagusESCCossification232/8552408/187233.00e-063.40e-05232
GO:006195114EsophagusESCCestablishment of protein localization to plasma membrane44/855260/187231.25e-051.15e-0444
GO:003249619EsophagusESCCresponse to lipopolysaccharide191/8552343/187231.11e-047.73e-04191
GO:00332734EsophagusESCCresponse to vitamin60/855293/187231.89e-041.21e-0360
GO:00466774EsophagusESCCresponse to antibiotic34/855247/187231.91e-041.21e-0334
GO:000223719EsophagusESCCresponse to molecule of bacterial origin194/8552363/187231.64e-037.61e-03194
GO:00603485EsophagusESCCbone development115/8552205/187231.67e-037.72e-03115
GO:0033280EsophagusESCCresponse to vitamin D25/855235/187231.82e-038.35e-0325
GO:003196020EsophagusESCCresponse to corticosteroid95/8552167/187232.27e-039.99e-0395
GO:005138420EsophagusESCCresponse to glucocorticoid85/8552148/187232.60e-031.11e-0285
GO:00487052EsophagusESCCskeletal system morphogenesis120/8552220/187234.90e-031.89e-02120
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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
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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
LPLSNVMissense_Mutationnovelc.817C>Tp.His273Tyrp.H273YP06858protein_codingdeleterious(0.03)probably_damaging(0.991)TCGA-BH-A0BW-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinCR
LPLSNVMissense_Mutationnovelc.146C>Tp.Thr49Ilep.T49IP06858protein_codingtolerated(0.1)benign(0.012)TCGA-E2-A14V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
LPLinsertionFrame_Shift_Insnovelc.1050_1051insTCTCCTAGGCTGGAGGAGAp.Gly351SerfsTer9p.G351Sfs*9P06858protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
LPLSNVMissense_Mutationrs557015233c.112N>Ap.Glu38Lysp.E38KP06858protein_codingtolerated(0.31)benign(0.202)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LPLSNVMissense_Mutationrs199675233c.373N>Ap.Ala125Thrp.A125TP06858protein_codingdeleterious(0.02)probably_damaging(0.982)TCGA-EK-A2PI-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
LPLSNVMissense_Mutationc.1120N>Cp.Glu374Glnp.E374QP06858protein_codingtolerated(0.38)possibly_damaging(0.673)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LPLSNVMissense_Mutationc.277N>Tp.Pro93Serp.P93SP06858protein_codingtolerated(0.4)possibly_damaging(0.678)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
LPLSNVMissense_Mutationc.1213N>Gp.Leu405Valp.L405VP06858protein_codingtolerated(0.47)benign(0.029)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
LPLSNVMissense_Mutationc.1423G>Tp.Gly475Cysp.G475CP06858protein_codingdeleterious_low_confidence(0)probably_damaging(0.971)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LPLSNVMissense_Mutationc.1344N>Tp.Glu448Aspp.E448DP06858protein_codingtolerated(1)benign(0.005)TCGA-AA-3977-01Colorectumcolon 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
4023LPLDRUGGABLE GENOME, LIPASE, PHOSPHOLIPASE, CELL SURFACEINSULININSULIN15202783,8727949
4023LPLDRUGGABLE GENOME, LIPASE, PHOSPHOLIPASE, CELL SURFACENADOLOLNADOLOL1681747
4023LPLDRUGGABLE GENOME, LIPASE, PHOSPHOLIPASE, CELL SURFACELAK8895065
4023LPLDRUGGABLE GENOME, LIPASE, PHOSPHOLIPASE, CELL SURFACEACARBOSEACARBOSE8886823
4023LPLDRUGGABLE GENOME, LIPASE, PHOSPHOLIPASE, CELL SURFACEIbrolipimIBROLIPIM
4023LPLDRUGGABLE GENOME, LIPASE, PHOSPHOLIPASE, CELL SURFACEfenofibrateFENOFIBRATE19207029
4023LPLDRUGGABLE GENOME, LIPASE, PHOSPHOLIPASE, CELL SURFACEGemfibrozilGEMFIBROZIL
4023LPLDRUGGABLE GENOME, LIPASE, PHOSPHOLIPASE, CELL SURFACERU 4867627771
4023LPLDRUGGABLE GENOME, LIPASE, PHOSPHOLIPASE, CELL SURFACEL-ASPARAGINASEASPARAGINASE9264396
4023LPLDRUGGABLE GENOME, LIPASE, PHOSPHOLIPASE, CELL SURFACEDIAZOXIDEDIAZOXIDE14499880
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