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: LYPD3

Gene summary for LYPD3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LYPD3

Gene ID

27076

Gene nameLY6/PLAUR domain containing 3
Gene AliasC4.4A
Cytomap19q13.31
Gene Typeprotein-coding
GO ID

GO:0007155

UniProtAcc

B2RBR3


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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
27076LYPD3P39T-EHumanEsophagusESCC3.59e-201.04e+000.0894
27076LYPD3P40T-EHumanEsophagusESCC1.25e-149.18e-010.109
27076LYPD3P42T-EHumanEsophagusESCC1.01e-131.25e+000.1175
27076LYPD3P44T-EHumanEsophagusESCC9.32e-079.04e-010.1096
27076LYPD3P47T-EHumanEsophagusESCC8.89e-339.79e-010.1067
27076LYPD3P48T-EHumanEsophagusESCC6.74e-238.84e-010.0959
27076LYPD3P49T-EHumanEsophagusESCC8.09e-072.13e+000.1768
27076LYPD3P52T-EHumanEsophagusESCC1.17e-301.81e+000.1555
27076LYPD3P54T-EHumanEsophagusESCC1.20e-411.69e+000.0975
27076LYPD3P57T-EHumanEsophagusESCC2.75e-035.48e-010.0926
27076LYPD3P61T-EHumanEsophagusESCC8.74e-147.23e-010.099
27076LYPD3P62T-EHumanEsophagusESCC9.71e-381.35e+000.1302
27076LYPD3P65T-EHumanEsophagusESCC9.40e-238.28e-010.0978
27076LYPD3P74T-EHumanEsophagusESCC2.31e-221.16e+000.1479
27076LYPD3P75T-EHumanEsophagusESCC2.87e-074.65e-010.1125
27076LYPD3P76T-EHumanEsophagusESCC1.02e-074.85e-010.1207
27076LYPD3P79T-EHumanEsophagusESCC4.04e-034.35e-010.1154
27076LYPD3P82T-EHumanEsophagusESCC4.08e-037.23e-010.1072
27076LYPD3P83T-EHumanEsophagusESCC2.73e-462.33e+000.1738
27076LYPD3P84T-EHumanEsophagusESCC5.29e-151.48e+000.0933
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:00315898CervixCCcell-substrate adhesion96/2311363/187231.48e-138.85e-1196
GO:00071608CervixCCcell-matrix adhesion60/2311233/187231.58e-081.23e-0660
GO:003158924CervixN_HPVcell-substrate adhesion23/534363/187233.24e-044.84e-0323
GO:000716013CervixN_HPVcell-matrix adhesion14/534233/187237.21e-034.74e-0214
GO:003158919EsophagusESCCcell-substrate adhesion221/8552363/187233.06e-096.62e-08221
GO:000716018EsophagusESCCcell-matrix adhesion141/8552233/187233.33e-063.71e-05141
GO:003158917Oral cavityOSCCcell-substrate adhesion193/7305363/187232.48e-084.82e-07193
GO:000716016Oral cavityOSCCcell-matrix adhesion125/7305233/187233.76e-064.45e-05125
GO:003158918Oral cavityLPcell-substrate adhesion111/4623363/187235.94e-033.53e-02111
GO:003158925Oral cavityEOLPcell-substrate adhesion84/2218363/187238.71e-106.29e-0884
GO:000716017Oral cavityEOLPcell-matrix adhesion56/2218233/187231.44e-074.68e-0656
GO:003158932Oral cavityNEOLPcell-substrate adhesion93/2005363/187234.93e-162.93e-1393
GO:000716023Oral cavityNEOLPcell-matrix adhesion62/2005233/187236.73e-121.14e-0962
GO:003158920SkinAKcell-substrate adhesion74/1910363/187234.40e-093.30e-0774
GO:000716019SkinAKcell-matrix adhesion53/1910233/187231.56e-089.40e-0753
GO:003158926SkincSCCcell-substrate adhesion130/4864363/187231.87e-052.23e-04130
GO:000716024SkincSCCcell-matrix adhesion85/4864233/187232.43e-041.98e-0385
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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
LYPD3SNVMissense_Mutationrs745685365c.701N>Ap.Arg234Glnp.R234QO95274protein_codingtolerated(0.09)benign(0.08)TCGA-AO-A0JC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
LYPD3deletionFrame_Shift_Delnovelc.930delNp.Gln311SerfsTer93p.Q311Sfs*93O95274protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
LYPD3SNVMissense_Mutationrs754129433c.193G>Ap.Val65Metp.V65MO95274protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-C5-A1M6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
LYPD3SNVMissense_Mutationc.752N>Tp.Ser251Leup.S251LO95274protein_codingtolerated(0.24)benign(0.007)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
LYPD3SNVMissense_Mutationnovelc.635N>Ap.Ser212Asnp.S212NO95274protein_codingdeleterious(0.02)possibly_damaging(0.902)TCGA-VS-A8QF-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LYPD3SNVMissense_Mutationc.76N>Ap.Gly26Argp.G26RO95274protein_codingtolerated(0.52)benign(0)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LYPD3SNVMissense_Mutationnovelc.137C>Tp.Pro46Leup.P46LO95274protein_codingtolerated(0.09)benign(0.207)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LYPD3SNVMissense_Mutationnovelc.641C>Ap.Ser214Tyrp.S214YO95274protein_codingtolerated(0.05)probably_damaging(0.995)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
LYPD3SNVMissense_Mutationrs779677919c.916C>Tp.Arg306Cysp.R306CO95274protein_codingdeleterious_low_confidence(0)probably_damaging(0.996)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LYPD3SNVMissense_Mutationc.472N>Ap.Val158Ilep.V158IO95274protein_codingtolerated(0.3)possibly_damaging(0.579)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<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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