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: LYAR

Gene summary for LYAR

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LYAR

Gene ID

55646

Gene nameLy1 antibody reactive
Gene AliasZC2HC2
Cytomap4p16.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9NX58


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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
55646LYARLZE4THumanEsophagusESCC1.08e-02-1.25e-010.0811
55646LYARLZE7THumanEsophagusESCC2.16e-085.23e-010.0667
55646LYARLZE22THumanEsophagusESCC3.25e-02-6.49e-020.068
55646LYARLZE24THumanEsophagusESCC3.82e-031.28e-010.0596
55646LYARLZE6THumanEsophagusESCC4.90e-061.50e-010.0845
55646LYARP1T-EHumanEsophagusESCC7.82e-064.34e-020.0875
55646LYARP2T-EHumanEsophagusESCC3.30e-225.09e-010.1177
55646LYARP4T-EHumanEsophagusESCC2.75e-084.59e-010.1323
55646LYARP5T-EHumanEsophagusESCC2.80e-193.57e-010.1327
55646LYARP8T-EHumanEsophagusESCC5.92e-181.86e-010.0889
55646LYARP9T-EHumanEsophagusESCC1.23e-051.76e-010.1131
55646LYARP10T-EHumanEsophagusESCC9.46e-101.34e-010.116
55646LYARP11T-EHumanEsophagusESCC7.02e-07-2.14e-020.1426
55646LYARP12T-EHumanEsophagusESCC5.04e-179.27e-020.1122
55646LYARP15T-EHumanEsophagusESCC4.42e-09-2.42e-020.1149
55646LYARP16T-EHumanEsophagusESCC1.89e-153.48e-010.1153
55646LYARP20T-EHumanEsophagusESCC1.35e-031.19e-010.1124
55646LYARP21T-EHumanEsophagusESCC2.63e-103.24e-010.1617
55646LYARP22T-EHumanEsophagusESCC8.41e-07-5.37e-020.1236
55646LYARP23T-EHumanEsophagusESCC2.38e-093.33e-010.108
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:000636424SkincSCCrRNA processing156/4864225/187231.42e-421.48e-39156
GO:001607224SkincSCCrRNA metabolic process158/4864236/187234.06e-402.83e-37158
GO:003447017SkincSCCncRNA processing215/4864395/187236.83e-344.28e-31215
GO:003466013SkincSCCncRNA metabolic process234/4864485/187231.37e-264.77e-24234
GO:003009929SkincSCCmyeloid cell differentiation146/4864381/187236.38e-081.61e-06146
GO:00063565SkincSCCregulation of transcription by RNA polymerase I22/486434/187232.33e-063.77e-0522
GO:000226229SkincSCCmyeloid cell homeostasis67/4864157/187233.79e-065.70e-0567
GO:004887229SkincSCChomeostasis of number of cells104/4864272/187235.34e-067.71e-05104
GO:003410129SkincSCCerythrocyte homeostasis57/4864129/187235.45e-067.84e-0557
GO:00063603SkincSCCtranscription by RNA polymerase I30/486455/187236.13e-068.70e-0530
GO:003021828SkincSCCerythrocyte differentiation53/4864120/187231.16e-051.50e-0453
GO:00459433SkincSCCpositive regulation of transcription by RNA polymerase I15/486423/187238.72e-058.21e-0415
GO:000283122SkincSCCregulation of response to biotic stimulus112/4864327/187235.00e-043.76e-03112
GO:00028326SkincSCCnegative regulation of response to biotic stimulus43/4864108/187231.12e-037.36e-0343
GO:004508812SkincSCCregulation of innate immune response75/4864218/187233.40e-031.84e-0275
GO:00458246SkincSCCnegative regulation of innate immune response28/486471/187238.86e-034.07e-0228
GO:0022613113ThyroidPTCribonucleoprotein complex biogenesis292/5968463/187233.24e-442.05e-40292
GO:0042254113ThyroidPTCribosome biogenesis202/5968299/187233.47e-375.47e-34202
GO:0006364112ThyroidPTCrRNA processing156/5968225/187235.58e-315.03e-28156
GO:0016072112ThyroidPTCrRNA metabolic process160/5968236/187235.68e-303.58e-27160
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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
LYARSNVMissense_Mutationc.572N>Cp.Arg191Thrp.R191TQ9NX58protein_codingdeleterious(0.01)possibly_damaging(0.798)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
LYARinsertionNonsense_Mutationnovelc.250_251insGCTGGTGCCAGCCCAGTATGTAATGATTTGCTTAGp.Leu84CysfsTer8p.L84Cfs*8Q9NX58protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
LYARSNVMissense_Mutationc.35N>Tp.Ser12Leup.S12LQ9NX58protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
LYARSNVMissense_Mutationrs757496286c.775G>Ap.Ala259Thrp.A259TQ9NX58protein_codingtolerated(0.5)benign(0.011)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
LYARSNVMissense_Mutationrs756569454c.763N>Tp.Arg255Cysp.R255CQ9NX58protein_codingdeleterious(0.02)possibly_damaging(0.799)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LYARSNVMissense_Mutationc.927C>Ap.Phe309Leup.F309LQ9NX58protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
LYARdeletionFrame_Shift_Delc.12delNp.Phe4LeufsTer10p.F4Lfs*10Q9NX58protein_codingTCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LYARinsertionFrame_Shift_Insnovelc.954_955insGTACATTp.Leu319ValfsTer10p.L319Vfs*10Q9NX58protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LYARdeletionFrame_Shift_Delc.12delNp.Phe4LeufsTer10p.F4Lfs*10Q9NX58protein_codingTCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LYARdeletionFrame_Shift_Delc.12delNp.Phe4LeufsTer10p.F4Lfs*10Q9NX58protein_codingTCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<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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