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: LBP

Gene summary for LBP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LBP

Gene ID

3929

Gene namelipopolysaccharide binding protein
Gene AliasBPIFD2
Cytomap20q11.23
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

P18428


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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
3929LBPNAFLD1HumanLiverNAFLD1.07e-121.14e+00-0.04
3929LBPS43HumanLiverCirrhotic2.63e-037.42e-02-0.0187
3929LBPHCC1_MengHumanLiverHCC1.47e-889.14e-010.0246
3929LBPHCC2_MengHumanLiverHCC3.31e-07-2.61e-010.0107
3929LBPcirrhotic1HumanLiverCirrhotic1.49e-07-2.51e-010.0202
3929LBPcirrhotic2HumanLiverCirrhotic1.11e-04-2.33e-010.0201
3929LBPHCC1HumanLiverHCC5.58e-093.73e+000.5336
3929LBPHCC2HumanLiverHCC2.68e-055.21e+000.5341
3929LBPPt13.aHumanLiverHCC2.28e-062.59e-010.021
3929LBPPt13.bHumanLiverHCC1.93e-233.97e-010.0251
3929LBPPt14.bHumanLiverHCC2.79e-051.30e-010.018
3929LBPS027HumanLiverHCC3.51e-253.04e+000.2446
3929LBPS028HumanLiverHCC9.12e-503.19e+000.2503
3929LBPS029HumanLiverHCC1.08e-624.08e+000.2581
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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:00002662EsophagusESCCmitochondrial fission28/855242/187234.90e-031.89e-0228
GO:004308715EsophagusESCCregulation of GTPase activity183/8552348/187235.34e-032.00e-02183
GO:005105610EsophagusESCCregulation of small GTPase mediated signal transduction157/8552302/187231.55e-024.98e-02157
GO:00082023LiverNAFLDsteroid metabolic process69/1882319/187235.90e-101.28e-0769
GO:00108765LiverNAFLDlipid localization79/1882448/187234.75e-072.92e-0579
GO:00068694LiverNAFLDlipid transport71/1882398/187231.16e-065.59e-0571
GO:0008203LiverNAFLDcholesterol metabolic process32/1882137/187234.28e-061.66e-0432
GO:0016125LiverNAFLDsterol metabolic process34/1882152/187236.02e-062.11e-0434
GO:1902652LiverNAFLDsecondary alcohol metabolic process33/1882147/187237.57e-062.56e-0433
GO:00060666LiverNAFLDalcohol metabolic process62/1882353/187239.01e-062.96e-0462
GO:0002526LiverNAFLDacute inflammatory response26/1882112/187233.68e-059.23e-0426
GO:0006953LiverNAFLDacute-phase response13/188249/187238.43e-041.03e-0213
GO:00028313LiverNAFLDregulation of response to biotic stimulus49/1882327/187232.94e-032.66e-0249
GO:0045088LiverNAFLDregulation of innate immune response34/1882218/187236.47e-034.69e-0234
GO:000820211LiverCirrhoticsteroid metabolic process143/4634319/187232.79e-153.18e-13143
GO:19026521LiverCirrhoticsecondary alcohol metabolic process75/4634147/187235.62e-123.91e-1075
GO:000640312LiverCirrhoticRNA localization94/4634201/187238.57e-125.66e-1094
GO:00082031LiverCirrhoticcholesterol metabolic process70/4634137/187232.59e-111.55e-0970
GO:00161251LiverCirrhoticsterol metabolic process75/4634152/187234.54e-112.61e-0975
GO:000606612LiverCirrhoticalcohol metabolic process141/4634353/187231.57e-108.03e-09141
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0541714LiverNAFLDLipid and atherosclerosis42/1043215/84651.46e-031.71e-021.38e-0242
hsa0541715LiverNAFLDLipid and atherosclerosis42/1043215/84651.46e-031.71e-021.38e-0242
hsa04936LiverCirrhoticAlcoholic liver disease60/2530142/84651.07e-035.85e-033.61e-0360
hsa0541722LiverCirrhoticLipid and atherosclerosis80/2530215/84651.18e-023.81e-022.35e-0280
hsa049361LiverCirrhoticAlcoholic liver disease60/2530142/84651.07e-035.85e-033.61e-0360
hsa0541732LiverCirrhoticLipid and atherosclerosis80/2530215/84651.18e-023.81e-022.35e-0280
hsa049362LiverHCCAlcoholic liver disease89/4020142/84651.73e-048.53e-044.75e-0489
hsa0541742LiverHCCLipid and atherosclerosis118/4020215/84651.66e-023.92e-022.18e-02118
hsa049363LiverHCCAlcoholic liver disease89/4020142/84651.73e-048.53e-044.75e-0489
hsa0541752LiverHCCLipid and atherosclerosis118/4020215/84651.66e-023.92e-022.18e-02118
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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
LBPSNVMissense_Mutationc.799A>Gp.Met267Valp.M267VP18428protein_codingtolerated(0.05)benign(0.199)TCGA-A8-A08J-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
LBPSNVMissense_Mutationc.1237G>Ap.Glu413Lysp.E413KP18428protein_codingdeleterious(0.03)possibly_damaging(0.577)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
LBPinsertionFrame_Shift_Insnovelc.312_313insGTTTCCTTCATTCCTGCCTTCTTTTATTCAGTCCATCAGCAAAAp.Ile105ValfsTer89p.I105Vfs*89P18428protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
LBPSNVMissense_Mutationnovelc.1090N>Cp.Ile364Leup.I364LP18428protein_codingtolerated(0.05)benign(0.05)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LBPSNVMissense_Mutationnovelc.388N>Ap.Asp130Asnp.D130NP18428protein_codingtolerated(0.08)possibly_damaging(0.679)TCGA-VS-A8QC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapypaclitaxelPD
LBPSNVMissense_Mutationrs374882159c.217N>Tp.Arg73Cysp.R73CP18428protein_codingdeleterious(0)probably_damaging(0.93)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
LBPSNVMissense_Mutationc.913G>Ap.Asp305Asnp.D305NP18428protein_codingtolerated(0.28)benign(0.136)TCGA-AA-3872-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownSD
LBPSNVMissense_Mutationrs545550026c.676N>Ap.Ala226Thrp.A226TP18428protein_codingtolerated(0.13)benign(0.086)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LBPSNVMissense_Mutationc.1096N>Ap.Ala366Thrp.A366TP18428protein_codingdeleterious(0.04)possibly_damaging(0.681)TCGA-CA-5797-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
LBPSNVMissense_Mutationrs374549700c.1040C>Tp.Pro347Leup.P347LP18428protein_codingdeleterious(0.02)possibly_damaging(0.906)TCGA-CK-5913-01Colorectumcolon adenocarcinomaFemale<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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