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: LCE3D

Gene summary for LCE3D

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LCE3D

Gene ID

84648

Gene namelate cornified envelope 3D
Gene AliasLEP16
Cytomap1q21.3
Gene Typeprotein-coding
GO ID

GO:0007275

UniProtAcc

Q9BYE3


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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
84648LCE3DC43HumanOral cavityOSCC6.42e-031.03e+000.1704
84648LCE3DSYSMH3HumanOral cavityOSCC1.48e-355.76e-010.2442
84648LCE3DSYSMH5HumanOral cavityOSCC2.77e-236.71e-010.0647
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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:00435887Oral cavityOSCCskin development143/7305263/187232.77e-074.27e-06143
GO:00085449Oral cavityOSCCepidermis development171/7305324/187232.89e-074.43e-06171
GO:00302166Oral cavityOSCCkeratinocyte differentiation81/7305139/187233.16e-063.81e-0581
GO:00099139Oral cavityOSCCepidermal cell differentiation109/7305202/187231.08e-051.14e-04109
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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
LCE3DSNVMissense_Mutationrs147417899c.193C>Tp.Arg65Cysp.R65CQ9BYE3protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.649)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LCE3DSNVMissense_Mutationrs754669874c.185N>Ap.Arg62Glnp.R62QQ9BYE3protein_codingtolerated_low_confidence(0.22)benign(0.024)TCGA-V7-A7HQ-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyletrozoleCR
LCE3DSNVMissense_Mutationnovelc.101C>Ap.Ser34Tyrp.S34YQ9BYE3protein_codingdeleterious_low_confidence(0.03)possibly_damaging(0.648)TCGA-VS-A9UV-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownPD
LCE3DSNVMissense_Mutationnovelc.62N>Tp.Cys21Phep.C21FQ9BYE3protein_codingdeleterious_low_confidence(0)probably_damaging(0.994)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LCE3DSNVMissense_Mutationc.152N>Tp.Gly51Valp.G51VQ9BYE3protein_codingdeleterious_low_confidence(0)possibly_damaging(0.666)TCGA-QG-A5Z2-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
LCE3DSNVMissense_Mutationrs145962377c.151G>Ap.Gly51Serp.G51SQ9BYE3protein_codingtolerated_low_confidence(0.08)benign(0.036)TCGA-AF-3913-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapyxelodaPD
LCE3DSNVMissense_Mutationrs371301948c.191G>Ap.Arg64Glnp.R64QQ9BYE3protein_codingtolerated_low_confidence(0.12)benign(0.005)TCGA-DC-6683-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilSD
LCE3DSNVMissense_Mutationrs749727744c.176N>Ap.Arg59Hisp.R59HQ9BYE3protein_codingtolerated_low_confidence(0.18)benign(0)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LCE3DSNVMissense_Mutationc.221N>Ap.Gly74Aspp.G74DQ9BYE3protein_codingdeleterious_low_confidence(0.03)benign(0.094)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
LCE3DSNVMissense_Mutationnovelc.85N>Gp.Cys29Glyp.C29GQ9BYE3protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.605)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
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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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