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: LRP5L

Gene summary for LRP5L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LRP5L

Gene ID

91355

Gene nameLDL receptor related protein 5 like
Gene AliasLRP5L
Cytomap22q11.23
Gene Typepseudo
GO ID

GO:0001501

UniProtAcc

NA


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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
91355LRP5Lmale-WTAHumanThyroidPTC1.93e-101.55e-010.1037
91355LRP5LPTC01HumanThyroidPTC2.24e-235.03e-010.1899
91355LRP5LPTC04HumanThyroidPTC1.63e-123.07e-010.1927
91355LRP5LPTC05HumanThyroidPTC7.45e-104.64e-010.2065
91355LRP5LPTC06HumanThyroidPTC9.69e-399.28e-010.2057
91355LRP5LPTC07HumanThyroidPTC4.27e-274.89e-010.2044
91355LRP5LATC2HumanThyroidATC2.29e-032.84e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:0048732113ThyroidPTCgland development193/5968436/187232.88e-086.42e-07193
GO:0001503110ThyroidPTCossification176/5968408/187239.26e-071.40e-05176
GO:006056219ThyroidPTCepithelial tube morphogenesis141/5968325/187237.52e-068.73e-05141
GO:0001649111ThyroidPTCosteoblast differentiation102/5968229/187233.66e-053.40e-04102
GO:0009743113ThyroidPTCresponse to carbohydrate111/5968253/187233.77e-053.48e-04111
GO:000736910ThyroidPTCgastrulation84/5968185/187237.58e-056.52e-0484
GO:0034284112ThyroidPTCresponse to monosaccharide99/5968225/187238.42e-057.03e-0499
GO:00603486ThyroidPTCbone development90/5968205/187231.89e-041.42e-0390
GO:0009746112ThyroidPTCresponse to hexose94/5968219/187233.62e-042.45e-0394
GO:0009749111ThyroidPTCresponse to glucose91/5968212/187234.44e-042.95e-0391
GO:000176316ThyroidPTCmorphogenesis of a branching structure81/5968196/187233.20e-031.57e-0281
GO:002261219ThyroidPTCgland morphogenesis52/5968118/187233.56e-031.72e-0252
GO:0001678110ThyroidPTCcellular glucose homeostasis72/5968172/187233.58e-031.73e-0272
GO:0033500110ThyroidPTCcarbohydrate homeostasis103/5968259/187234.19e-031.99e-02103
GO:0071322111ThyroidPTCcellular response to carbohydrate stimulus68/5968163/187235.00e-032.31e-0268
GO:0042593110ThyroidPTCglucose homeostasis102/5968258/187235.34e-032.46e-02102
GO:0071333110ThyroidPTCcellular response to glucose stimulus63/5968151/187236.69e-032.89e-0263
GO:00611387ThyroidPTCmorphogenesis of a branching epithelium74/5968182/187237.45e-033.18e-0274
GO:007169216ThyroidPTCprotein localization to extracellular region139/5968368/187238.95e-033.72e-02139
GO:0071331110ThyroidPTCcellular response to hexose stimulus63/5968153/187239.35e-033.85e-0263
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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
LRP5LSNVMissense_Mutationrs781105141c.137G>Ap.Arg46Glnp.R46QA4QPB2protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LRP5LinsertionFrame_Shift_Insnovelc.727_728insCCGGCp.Leu243SerfsTer14p.L243Sfs*14A4QPB2protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LRP5LinsertionFrame_Shift_Insnovelc.726_727insGGGGCTGAAGTGGAGCTCGGCAGCCp.Leu243GlyfsTer14p.L243Gfs*14A4QPB2protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LRP5LSNVMissense_Mutationrs371884124c.13G>Ap.Val5Ilep.V5IA4QPB2protein_codingtolerated(0.99)benign(0.015)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LRP5LSNVMissense_Mutationrs756148751c.31N>Ap.Glu11Lysp.E11KA4QPB2protein_codingtolerated(0.42)benign(0.039)TCGA-IR-A3LL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LRP5LSNVMissense_Mutationrs868414818c.601N>Ap.Asp201Asnp.D201NA4QPB2protein_codingdeleterious(0.03)benign(0.084)TCGA-MU-A5YI-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
LRP5LSNVMissense_Mutationc.419C>Ap.Ala140Aspp.A140DA4QPB2protein_codingdeleterious(0)probably_damaging(0.977)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
LRP5LSNVMissense_Mutationnovelc.485N>Gp.Lys162Argp.K162RA4QPB2protein_codingtolerated(0.22)benign(0.405)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
LRP5LSNVMissense_Mutationrs140732594c.586C>Tp.Arg196Trpp.R196WA4QPB2protein_codingdeleterious(0)probably_damaging(0.968)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LRP5LSNVMissense_Mutationc.704N>Tp.Ser235Phep.S235FA4QPB2protein_codingtolerated(0.29)benign(0)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=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
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