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: PLTP

Gene summary for PLTP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLTP

Gene ID

5360

Gene namephospholipid transfer protein
Gene AliasBPIFE
Cytomap20q13.12
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P55058


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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
5360PLTPAEH-subject1HumanEndometriumAEH1.12e-04-2.87e-01-0.3059
5360PLTPAEH-subject2HumanEndometriumAEH2.37e-07-3.12e-01-0.2525
5360PLTPAEH-subject3HumanEndometriumAEH2.25e-02-1.07e-01-0.2576
5360PLTPAEH-subject5HumanEndometriumAEH1.49e-25-5.53e-01-0.2953
5360PLTPEEC-subject1HumanEndometriumEEC4.44e-06-3.23e-01-0.2682
5360PLTPEEC-subject2HumanEndometriumEEC5.86e-11-3.54e-01-0.2607
5360PLTPEEC-subject3HumanEndometriumEEC1.98e-35-5.38e-01-0.2525
5360PLTPEEC-subject4HumanEndometriumEEC7.13e-11-3.70e-01-0.2571
5360PLTPEEC-subject5HumanEndometriumEEC3.35e-19-4.74e-01-0.249
5360PLTPGSM5276934HumanEndometriumEEC2.94e-08-2.81e-01-0.0913
5360PLTPGSM5276935HumanEndometriumEEC4.32e-09-3.89e-01-0.123
5360PLTPGSM5276937HumanEndometriumEEC3.73e-02-2.74e-01-0.0897
5360PLTPGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC2.26e-20-6.53e-02-0.1869
5360PLTPGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC4.94e-15-2.67e-01-0.1875
5360PLTPGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.53e-19-2.27e-01-0.1883
5360PLTPGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC4.04e-18-7.04e-02-0.1934
5360PLTPGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC7.50e-27-3.38e-01-0.1917
5360PLTPGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC3.45e-33-2.31e-01-0.1916
5360PLTPLZE4THumanEsophagusESCC5.00e-04-2.48e-010.0811
5360PLTPLZE20THumanEsophagusESCC4.72e-077.77e-010.0662
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
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
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00067661EsophagusESCCvitamin metabolic process67/8552106/187232.03e-041.28e-0367
GO:19016174EsophagusESCCorganic hydroxy compound biosynthetic process128/8552237/187235.86e-032.16e-02128
GO:0009110EsophagusESCCvitamin biosynthetic process15/855220/187237.60e-032.71e-0215
GO:001087611LiverCirrhoticlipid localization147/4634448/187236.24e-057.12e-04147
GO:00108751LiverCirrhoticpositive regulation of cholesterol efflux15/463426/187233.43e-042.93e-0315
GO:000686911LiverCirrhoticlipid transport128/4634398/187234.54e-043.69e-03128
GO:19016171LiverCirrhoticorganic hydroxy compound biosynthetic process81/4634237/187236.73e-045.06e-0381
GO:00323731LiverCirrhoticpositive regulation of sterol transport19/463438/187236.75e-045.06e-0319
GO:00323761LiverCirrhoticpositive regulation of cholesterol transport19/463438/187236.75e-045.06e-0319
GO:00343681LiverCirrhoticprotein-lipid complex remodeling16/463430/187237.20e-045.36e-0316
GO:00343691LiverCirrhoticplasma lipoprotein particle remodeling16/463430/187237.20e-045.36e-0316
GO:00333441LiverCirrhoticcholesterol efflux29/463469/187231.20e-038.12e-0329
GO:001591811LiverCirrhoticsterol transport48/4634130/187231.32e-038.83e-0348
GO:003030111LiverCirrhoticcholesterol transport44/4634117/187231.34e-038.98e-0344
GO:00343671LiverCirrhoticprotein-containing complex remodeling16/463432/187231.77e-031.13e-0216
GO:00718251LiverCirrhoticprotein-lipid complex subunit organization22/463450/187232.26e-031.37e-0222
GO:00323711LiverCirrhoticregulation of sterol transport31/463478/187232.43e-031.46e-0231
GO:00323741LiverCirrhoticregulation of cholesterol transport31/463478/187232.43e-031.46e-0231
GO:19059521LiverCirrhoticregulation of lipid localization62/4634181/187232.53e-031.51e-0262
GO:01200091LiverCirrhoticintermembrane lipid transfer21/463448/187233.06e-031.73e-0221
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa049794LiverHCCCholesterol metabolism41/402051/84651.33e-061.35e-057.49e-0641
hsa033204LiverHCCPPAR signaling pathway48/402075/84652.83e-039.37e-035.21e-0348
hsa049795LiverHCCCholesterol metabolism41/402051/84651.33e-061.35e-057.49e-0641
hsa033205LiverHCCPPAR signaling pathway48/402075/84652.83e-039.37e-035.21e-0348
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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
PLTPSNVMissense_Mutationrs758323524c.791N>Gp.Val264Glyp.V264GP55058protein_codingdeleterious(0)probably_damaging(0.995)TCGA-B6-A1KF-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLTPSNVMissense_Mutationrs776207299c.1361N>Ap.Gly454Glup.G454EP55058protein_codingdeleterious(0)probably_damaging(0.946)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
PLTPSNVMissense_Mutationrs758323524c.791N>Gp.Val264Glyp.V264GP55058protein_codingdeleterious(0)probably_damaging(0.995)TCGA-BH-A1F5-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PLTPSNVMissense_Mutationrs758323524c.791T>Gp.Val264Glyp.V264GP55058protein_codingdeleterious(0)probably_damaging(0.995)TCGA-C8-A273-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PLTPSNVMissense_Mutationc.976G>Cp.Glu326Glnp.E326QP55058protein_codingtolerated(0.49)benign(0.076)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
PLTPSNVMissense_Mutationrs758323524c.791T>Gp.Val264Glyp.V264GP55058protein_codingdeleterious(0)probably_damaging(0.995)TCGA-D8-A1JD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PLTPSNVMissense_Mutationrs758323524c.791T>Gp.Val264Glyp.V264GP55058protein_codingdeleterious(0)probably_damaging(0.995)TCGA-D8-A1JI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
PLTPSNVMissense_Mutationrs758323524c.791T>Gp.Val264Glyp.V264GP55058protein_codingdeleterious(0)probably_damaging(0.995)TCGA-E9-A1RE-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
PLTPSNVMissense_Mutationrs758323524c.791N>Gp.Val264Glyp.V264GP55058protein_codingdeleterious(0)probably_damaging(0.995)TCGA-EW-A1J3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
PLTPinsertionFrame_Shift_Insnovelc.998_999insTCTGCCTCCCGGGTTTAGGCAATTCTGCCTCAGCTTCCTGAGTAp.Arg334LeufsTer49p.R334Lfs*49P55058protein_codingTCGA-AN-A04C-01Breastbreast invasive 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
5360PLTPDRUGGABLE GENOMEVITAMIN E15734742,15576481,12105225
5360PLTPDRUGGABLE GENOMEALPHA-TOCOPHEROLVITAMIN E15576481,10224231
5360PLTPDRUGGABLE GENOMESIMVASTATINSIMVASTATIN11566255
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