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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: LRP3

Gene summary for LRP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LRP3

Gene ID

4037

Gene nameLDL receptor related protein 3
Gene AliasLRP3
Cytomap19q13.11
Gene Typeprotein-coding
GO ID

GO:0001503

UniProtAcc

O75074


Top

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
4037LRP3HCC1_MengHumanLiverHCC9.50e-244.64e-020.0246
4037LRP3HCC2_MengHumanLiverHCC1.99e-045.41e-020.0107
4037LRP3cirrhotic3HumanLiverCirrhotic1.86e-021.00e-010.0215
4037LRP3HCC2HumanLiverHCC4.35e-041.45e+000.5341
4037LRP3Pt14.aHumanLiverHCC4.24e-032.13e-010.0169
4037LRP3S015HumanLiverHCC1.32e-021.88e-010.2375
4037LRP3S027HumanLiverHCC9.06e-126.13e-010.2446
4037LRP3S028HumanLiverHCC1.57e-311.04e+000.2503
4037LRP3S029HumanLiverHCC2.75e-238.05e-010.2581
4037LRP3PTC03HumanThyroidPTC3.03e-021.61e-010.1784
4037LRP3PTC05HumanThyroidPTC4.74e-092.65e-010.2065
4037LRP3PTC06HumanThyroidPTC7.51e-143.19e-010.2057
4037LRP3PTC07HumanThyroidPTC2.42e-091.99e-010.2044
4037LRP3ATC12HumanThyroidATC2.23e-041.14e-010.34
4037LRP3ATC13HumanThyroidATC6.86e-356.84e-010.34
4037LRP3ATC2HumanThyroidATC1.72e-119.17e-010.34
4037LRP3ATC4HumanThyroidATC1.34e-081.53e-010.34
4037LRP3ATC5HumanThyroidATC2.01e-367.32e-010.34
Page: 1 

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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:000689811LiverCirrhoticreceptor-mediated endocytosis91/4634244/187238.13e-061.22e-0491
GO:00016495LiverCirrhoticosteoblast differentiation80/4634229/187233.39e-042.91e-0380
GO:00015035LiverCirrhoticossification127/4634408/187231.89e-031.19e-02127
GO:00454442LiverCirrhoticfat cell differentiation73/4634229/187238.57e-033.97e-0273
GO:000689821LiverHCCreceptor-mediated endocytosis134/7958244/187235.73e-055.31e-04134
GO:00454441LiverHCCfat cell differentiation120/7958229/187231.52e-038.05e-03120
GO:015010411LiverHCCtransport across blood-brain barrier50/795887/187233.42e-031.55e-0250
GO:001023211LiverHCCvascular transport50/795888/187234.69e-032.02e-0250
GO:000164911LiverHCCosteoblast differentiation115/7958229/187231.08e-023.99e-02115
GO:0001503110ThyroidPTCossification176/5968408/187239.26e-071.40e-05176
GO:0006898110ThyroidPTCreceptor-mediated endocytosis112/5968244/187232.87e-063.74e-05112
GO:0001649111ThyroidPTCosteoblast differentiation102/5968229/187233.66e-053.40e-04102
GO:004544418ThyroidPTCfat cell differentiation102/5968229/187233.66e-053.40e-04102
GO:004559814ThyroidPTCregulation of fat cell differentiation59/5968139/187235.50e-032.50e-0259
GO:00456697ThyroidPTCpositive regulation of osteoblast differentiation32/596869/187238.16e-033.44e-0232
GO:000150332ThyroidATCossification206/6293408/187239.23e-133.95e-11206
GO:000164932ThyroidATCosteoblast differentiation122/6293229/187236.04e-101.60e-08122
GO:000689826ThyroidATCreceptor-mediated endocytosis118/6293244/187231.17e-061.50e-05118
GO:004566721ThyroidATCregulation of osteoblast differentiation66/6293132/187237.03e-055.36e-0466
GO:004544423ThyroidATCfat cell differentiation105/6293229/187237.42e-055.62e-04105
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
LRP3SNVMissense_Mutationc.373N>Ap.Pro125Thrp.P125TO75074protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LRP3SNVMissense_Mutationnovelc.983N>Ap.Arg328Hisp.R328HO75074protein_codingtolerated(0.63)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LRP3SNVMissense_Mutationrs546341155c.1387N>Ap.Gly463Serp.G463SO75074protein_codingtolerated(0.05)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LRP3SNVMissense_Mutationrs762589974c.922N>Ap.Val308Metp.V308MO75074protein_codingdeleterious(0)possibly_damaging(0.905)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LRP3SNVMissense_Mutationc.2296N>Ap.Ala766Thrp.A766TO75074protein_codingdeleterious_low_confidence(0.01)benign(0.003)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
LRP3SNVMissense_Mutationnovelc.1744C>Ap.Leu582Ilep.L582IO75074protein_codingtolerated(0.23)benign(0.011)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LRP3SNVMissense_Mutationrs755299962c.2113G>Ap.Glu705Lysp.E705KO75074protein_codingdeleterious_low_confidence(0.04)benign(0.003)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LRP3SNVMissense_Mutationc.155N>Gp.Glu52Glyp.E52GO75074protein_codingdeleterious(0.05)benign(0.329)TCGA-AD-6901-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
LRP3SNVMissense_Mutationc.359N>Ap.Cys120Tyrp.C120YO75074protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LRP3SNVMissense_Mutationc.1411N>Tp.Thr471Serp.T471SO75074protein_codingtolerated(0.64)probably_damaging(0.925)TCGA-DM-A28A-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
Page: 1 2 3 4 5 6 7 

Top

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
Page: 1