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: LZTR1

Gene summary for LZTR1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LZTR1

Gene ID

8216

Gene nameleucine zipper like transcription regulator 1
Gene AliasBTBD29
Cytomap22q11.21
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q8N653


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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
8216LZTR1C04HumanOral cavityOSCC1.35e-115.53e-010.2633
8216LZTR1C21HumanOral cavityOSCC3.90e-062.56e-010.2678
8216LZTR1C30HumanOral cavityOSCC1.06e-135.72e-010.3055
8216LZTR1C43HumanOral cavityOSCC4.17e-021.13e-010.1704
8216LZTR1C46HumanOral cavityOSCC5.02e-059.39e-020.1673
8216LZTR1C51HumanOral cavityOSCC7.72e-134.33e-010.2674
8216LZTR1SYSMH2HumanOral cavityOSCC8.93e-123.43e-010.2326
8216LZTR1SYSMH3HumanOral cavityOSCC4.64e-082.46e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00072659Oral cavityOSCCRas protein signal transduction185/7305337/187231.95e-094.60e-08185
GO:00465788Oral cavityOSCCregulation of Ras protein signal transduction90/7305189/187239.58e-033.40e-0290
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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
LZTR1SNVMissense_Mutationc.1862N>Tp.Ser621Phep.S621FQ8N653protein_codingdeleterious(0.03)possibly_damaging(0.804)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
LZTR1SNVMissense_Mutationrs587777180c.1397N>Ap.Arg466Glnp.R466QQ8N653protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
LZTR1SNVMissense_Mutationrs766345180c.1852N>Ap.Glu618Lysp.E618KQ8N653protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
LZTR1SNVMissense_Mutationrs757502214c.508C>Tp.Arg170Trpp.R170WQ8N653protein_codingdeleterious(0)possibly_damaging(0.849)TCGA-B6-A0I2-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LZTR1SNVMissense_Mutationrs773016962c.856N>Ap.Gly286Argp.G286RQ8N653protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1JN-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozolumSD
LZTR1insertionFrame_Shift_Insnovelc.288_289insATTAp.Arg97IlefsTer50p.R97Ifs*50Q8N653protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
LZTR1insertionFrame_Shift_Insnovelc.289_290insAGGCGCCTGCCACCATGCCAp.Arg97GlnfsTer11p.R97Qfs*11Q8N653protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
LZTR1insertionNonsense_Mutationnovelc.2233_2234insGGGTCATTGCTTTGTGTGACAGTTGAGCACAGACATGGAGGTACTp.Ala745delinsGlyValIleAlaLeuCysAspSerTerAlaGlnThrTrpArgTyrSerp.A745delinsGVIALCDS*AQTWRYSQ8N653protein_codingTCGA-B6-A0I5-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LZTR1insertionFrame_Shift_Insnovelc.2351_2352insGGCACTGGACATGp.Lys789GlyfsTer66p.K789Gfs*66Q8N653protein_codingTCGA-E9-A1N8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
LZTR1deletionFrame_Shift_Delnovelc.245delTp.Val82AspfsTer19p.V82Dfs*19Q8N653protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
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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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