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: LGR5

Gene summary for LGR5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LGR5

Gene ID

8549

Gene nameleucine rich repeat containing G protein-coupled receptor 5
Gene AliasFEX
Cytomap12q21.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

O75473


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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
8549LGR5HTA11_3410_2000001011HumanColorectumAD1.63e-106.91e-010.0155
8549LGR5HTA11_2951_2000001011HumanColorectumAD2.75e-049.37e-010.0216
8549LGR5HTA11_347_2000001011HumanColorectumAD6.76e-04-2.88e-01-0.1954
8549LGR5HTA11_866_3004761011HumanColorectumAD1.27e-209.94e-010.096
8549LGR5HTA11_9408_2000001011HumanColorectumAD2.15e-028.35e-010.0451
8549LGR5HTA11_7663_2000001011HumanColorectumSER6.38e-031.11e+000.0131
8549LGR5HTA11_10711_2000001011HumanColorectumAD3.59e-057.21e-010.0338
8549LGR5HTA11_7696_3000711011HumanColorectumAD1.57e-301.31e+000.0674
8549LGR5HTA11_6818_2000001011HumanColorectumAD1.46e-061.13e+000.0112
8549LGR5HTA11_6818_2000001021HumanColorectumAD2.12e-311.72e+000.0588
8549LGR5HTA11_99999970781_79442HumanColorectumMSS1.20e-269.92e-010.294
8549LGR5HTA11_99999965062_69753HumanColorectumMSI-H2.86e-082.39e+000.3487
8549LGR5HTA11_99999965104_69814HumanColorectumMSS2.69e-251.76e+000.281
8549LGR5HTA11_99999974143_84620HumanColorectumMSS1.84e-027.11e-020.3005
8549LGR5F007HumanColorectumFAP1.69e-036.84e-010.1176
8549LGR5A002-C-010HumanColorectumFAP2.25e-249.24e-010.242
8549LGR5A001-C-207HumanColorectumFAP2.16e-159.55e-010.1278
8549LGR5A015-C-203HumanColorectumFAP4.13e-097.02e-01-0.1294
8549LGR5A002-C-201HumanColorectumFAP8.74e-056.15e-010.0324
8549LGR5A002-C-203HumanColorectumFAP1.95e-168.49e-010.2786
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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:0030111ColorectumADregulation of Wnt signaling pathway102/3918328/187238.51e-062.03e-04102
GO:0016055ColorectumADWnt signaling pathway130/3918444/187231.60e-053.37e-04130
GO:0198738ColorectumADcell-cell signaling by wnt130/3918446/187232.02e-054.10e-04130
GO:0009755ColorectumADhormone-mediated signaling pathway64/3918190/187232.78e-055.24e-0464
GO:0060070ColorectumADcanonical Wnt signaling pathway90/3918303/187231.76e-042.38e-0390
GO:0060828ColorectumADregulation of canonical Wnt signaling pathway77/3918253/187232.19e-042.87e-0377
GO:0060562ColorectumADepithelial tube morphogenesis93/3918325/187235.65e-046.00e-0393
GO:0050673ColorectumADepithelial cell proliferation119/3918437/187238.75e-048.51e-03119
GO:0030177ColorectumADpositive regulation of Wnt signaling pathway45/3918140/187231.23e-031.09e-0245
GO:0008544ColorectumADepidermis development87/3918324/187235.99e-033.76e-0287
GO:00097551ColorectumSERhormone-mediated signaling pathway49/2897190/187231.54e-043.00e-0349
GO:00160551ColorectumSERWnt signaling pathway97/2897444/187232.02e-043.68e-0397
GO:01987381ColorectumSERcell-cell signaling by wnt97/2897446/187232.39e-044.11e-0397
GO:00301111ColorectumSERregulation of Wnt signaling pathway75/2897328/187232.47e-044.20e-0375
GO:00600701ColorectumSERcanonical Wnt signaling pathway66/2897303/187232.10e-032.06e-0266
GO:00608281ColorectumSERregulation of canonical Wnt signaling pathway56/2897253/187233.03e-032.67e-0256
GO:0090263ColorectumSERpositive regulation of canonical Wnt signaling pathway27/2897106/187235.12e-033.92e-0227
GO:00301112ColorectumMSSregulation of Wnt signaling pathway98/3467328/187233.37e-071.36e-0598
GO:00160552ColorectumMSSWnt signaling pathway124/3467444/187236.06e-072.26e-05124
GO:01987382ColorectumMSScell-cell signaling by wnt124/3467446/187237.83e-072.77e-05124
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04310ColorectumADWnt signaling pathway56/2092171/84651.03e-023.93e-022.51e-0256
hsa043101ColorectumADWnt signaling pathway56/2092171/84651.03e-023.93e-022.51e-0256
hsa043102ColorectumMSSWnt signaling pathway53/1875171/84654.24e-031.86e-021.14e-0253
hsa043103ColorectumMSSWnt signaling pathway53/1875171/84654.24e-031.86e-021.14e-0253
hsa043104ColorectumFAPWnt signaling pathway46/1404171/84653.94e-043.06e-031.86e-0346
hsa043105ColorectumFAPWnt signaling pathway46/1404171/84653.94e-043.06e-031.86e-0346
hsa043106ColorectumCRCWnt signaling pathway40/1091171/84651.01e-041.57e-031.07e-0340
hsa043107ColorectumCRCWnt signaling pathway40/1091171/84651.01e-041.57e-031.07e-0340
hsa0431010EndometriumAEHWnt signaling pathway37/1197171/84654.68e-032.53e-021.86e-0237
hsa0431013EndometriumAEHWnt signaling pathway37/1197171/84654.68e-032.53e-021.86e-0237
hsa0431022EndometriumEECWnt signaling pathway40/1237171/84651.37e-038.99e-036.70e-0340
hsa0431032EndometriumEECWnt signaling pathway40/1237171/84651.37e-038.99e-036.70e-0340
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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
LGR5SNVMissense_Mutationc.2579N>Gp.Gln860Argp.Q860RO75473protein_codingtolerated(0.1)benign(0.001)TCGA-A2-A4RW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
LGR5SNVMissense_Mutationc.2523N>Tp.Trp841Cysp.W841CO75473protein_codingtolerated(0.07)benign(0.005)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
LGR5SNVMissense_Mutationnovelc.2662N>Ap.Pro888Thrp.P888TO75473protein_codingdeleterious(0.01)benign(0.024)TCGA-B6-A400-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
LGR5SNVMissense_Mutationc.1567N>Cp.Glu523Glnp.E523QO75473protein_codingdeleterious(0.04)possibly_damaging(0.616)TCGA-BH-A0W7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
LGR5SNVMissense_Mutationrs779176913c.185N>Gp.Ser62Cysp.S62CO75473protein_codingdeleterious(0.02)possibly_damaging(0.781)TCGA-BH-A8FZ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LGR5SNVMissense_Mutationnovelc.1115N>Cp.Val372Alap.V372AO75473protein_codingtolerated(0.44)benign(0.001)TCGA-GI-A2C9-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificSD
LGR5insertionFrame_Shift_Insnovelc.1196_1197insAAAGTTGAGAAACATAGATAATATTATTTTTTp.Ser399ArgfsTer16p.S399Rfs*16O75473protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LGR5insertionIn_Frame_Insnovelc.279_280insTTCTGCTTAAAGTGGCTTGTTGTTTCCTGTGCCAGGAACTACTGTp.Glu93_Glu94insPheCysLeuLysTrpLeuValValSerCysAlaArgAsnTyrCysp.E93_E94insFCLKWLVVSCARNYCO75473protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LGR5deletionFrame_Shift_Delnovelc.82delNp.Gly28ValfsTer4p.G28Vfs*4O75473protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
LGR5SNVMissense_Mutationc.1360C>Gp.His454Aspp.H454DO75473protein_codingtolerated(0.23)benign(0.028)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
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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
8549LGR5G PROTEIN COUPLED RECEPTOR, CLINICALLY ACTIONABLE, DRUGGABLE GENOMEfluorouracilFLUOROURACIL25665511
8549LGR5G PROTEIN COUPLED RECEPTOR, CLINICALLY ACTIONABLE, DRUGGABLE GENOMEagonist178100588
8549LGR5G PROTEIN COUPLED RECEPTOR, CLINICALLY ACTIONABLE, DRUGGABLE GENOMEagonist178100587
8549LGR5G PROTEIN COUPLED RECEPTOR, CLINICALLY ACTIONABLE, DRUGGABLE GENOMEagonist178100586
8549LGR5G PROTEIN COUPLED RECEPTOR, CLINICALLY ACTIONABLE, DRUGGABLE GENOMEagonist178100589
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