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: LRIG3

Gene summary for LRIG3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LRIG3

Gene ID

121227

Gene nameleucine rich repeats and immunoglobulin like domains 3
Gene AliasLIG3
Cytomap12q14.1
Gene Typeprotein-coding
GO ID

GO:0007275

UniProtAcc

Q6UXM1


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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
121227LRIG3HTA11_3410_2000001011HumanColorectumAD4.33e-26-8.06e-010.0155
121227LRIG3HTA11_2487_2000001011HumanColorectumSER1.85e-11-7.23e-01-0.1808
121227LRIG3HTA11_1938_2000001011HumanColorectumAD5.93e-09-7.20e-01-0.0811
121227LRIG3HTA11_3361_2000001011HumanColorectumAD3.17e-14-8.43e-01-0.1207
121227LRIG3HTA11_696_2000001011HumanColorectumAD9.83e-19-5.72e-01-0.1464
121227LRIG3HTA11_866_2000001011HumanColorectumAD4.11e-13-5.35e-01-0.1001
121227LRIG3HTA11_1391_2000001011HumanColorectumAD2.24e-03-4.93e-01-0.059
121227LRIG3HTA11_5212_2000001011HumanColorectumAD1.37e-02-6.08e-01-0.2061
121227LRIG3HTA11_866_3004761011HumanColorectumAD2.30e-09-6.00e-010.096
121227LRIG3HTA11_9408_2000001011HumanColorectumAD3.11e-03-8.88e-010.0451
121227LRIG3HTA11_10711_2000001011HumanColorectumAD4.34e-08-6.63e-010.0338
121227LRIG3HTA11_7696_3000711011HumanColorectumAD1.09e-18-5.75e-010.0674
121227LRIG3HTA11_6818_2000001021HumanColorectumAD2.65e-04-6.08e-010.0588
121227LRIG3HTA11_99999970781_79442HumanColorectumMSS8.71e-27-6.67e-010.294
121227LRIG3HTA11_99999965104_69814HumanColorectumMSS8.99e-03-4.28e-010.281
121227LRIG3HTA11_99999971662_82457HumanColorectumMSS1.01e-19-6.00e-010.3859
121227LRIG3HTA11_99999973899_84307HumanColorectumMSS1.33e-09-8.04e-010.2585
121227LRIG3HTA11_99999974143_84620HumanColorectumMSS1.22e-42-8.59e-010.3005
121227LRIG3F007HumanColorectumFAP2.18e-04-3.27e-010.1176
121227LRIG3A002-C-010HumanColorectumFAP3.40e-11-4.16e-010.242
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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
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
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
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:0048568ColorectumADembryonic organ development112/3918427/187234.60e-033.14e-02112
GO:00485681ColorectumMSSembryonic organ development100/3467427/187236.00e-034.03e-02100
GO:00485682ColorectumFAPembryonic organ development79/2622427/187235.32e-033.49e-0279
GO:00485683ColorectumCRCembryonic organ development65/2078427/187235.15e-033.94e-0265
GO:0090596ColorectumCRCsensory organ morphogenesis42/2078256/187236.22e-034.54e-0242
GO:00485687EsophagusESCCembryonic organ development228/8552427/187237.28e-043.79e-03228
GO:00485684LungIACembryonic organ development64/2061427/187236.46e-034.59e-0264
GO:00485686Oral cavityNEOLPembryonic organ development71/2005427/187231.12e-041.34e-0371
GO:00485688ThyroidATCembryonic organ development172/6293427/187232.08e-039.84e-03172
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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
LRIG3SNVMissense_Mutationrs754028410c.1889C>Tp.Pro630Leup.P630LQ6UXM1protein_codingdeleterious(0)probably_damaging(1)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
LRIG3SNVMissense_Mutationc.2451N>Gp.Cys817Trpp.C817WQ6UXM1protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A8-A075-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyepirubicinCR
LRIG3SNVMissense_Mutationrs60376933c.1672N>Ap.Glu558Lysp.E558KQ6UXM1protein_codingtolerated(0.08)probably_damaging(0.97)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LRIG3SNVMissense_Mutationrs780470271c.612C>Gp.Ile204Metp.I204MQ6UXM1protein_codingdeleterious(0.03)possibly_damaging(0.522)TCGA-BH-A0AZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
LRIG3SNVMissense_Mutationc.2369N>Ap.Cys790Tyrp.C790YQ6UXM1protein_codingdeleterious(0)probably_damaging(0.996)TCGA-BH-A0HB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
LRIG3insertionNonsense_Mutationnovelc.536_537insATTCTCATAAACp.Val179_Thr180insPheSerTerThrp.V179_T180insFS*TQ6UXM1protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LRIG3deletionFrame_Shift_Delnovelc.1785delNp.Lys596SerfsTer4p.K596Sfs*4Q6UXM1protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
LRIG3deletionFrame_Shift_Delnovelc.1608delNp.Asp537ThrfsTer23p.D537Tfs*23Q6UXM1protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
LRIG3deletionFrame_Shift_Delc.2099delNp.Leu700CysfsTer9p.L700Cfs*9Q6UXM1protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
LRIG3SNVMissense_Mutationrs374158553c.2143N>Ap.Val715Ilep.V715IQ6UXM1protein_codingdeleterious(0.01)probably_damaging(0.928)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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