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: LXN

Gene summary for LXN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LXN

Gene ID

56925

Gene namelatexin
Gene AliasECI
Cytomap3q25.32
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q9BS40


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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
56925LXNLZE4THumanEsophagusESCC6.78e-091.20e-010.0811
56925LXNLZE7THumanEsophagusESCC9.96e-061.02e-010.0667
56925LXNP2T-EHumanEsophagusESCC5.83e-286.82e-010.1177
56925LXNP4T-EHumanEsophagusESCC2.91e-308.25e-010.1323
56925LXNP8T-EHumanEsophagusESCC1.30e-306.25e-010.0889
56925LXNP10T-EHumanEsophagusESCC3.50e-125.28e-020.116
56925LXNP11T-EHumanEsophagusESCC2.53e-02-8.39e-030.1426
56925LXNP16T-EHumanEsophagusESCC6.16e-03-1.74e-010.1153
56925LXNP22T-EHumanEsophagusESCC9.68e-304.16e-010.1236
56925LXNP23T-EHumanEsophagusESCC3.16e-02-2.33e-020.108
56925LXNP26T-EHumanEsophagusESCC9.85e-18-1.84e-020.1276
56925LXNP28T-EHumanEsophagusESCC1.09e-091.32e-010.1149
56925LXNP32T-EHumanEsophagusESCC7.39e-13-2.01e-020.1666
56925LXNP38T-EHumanEsophagusESCC1.76e-067.51e-020.127
56925LXNP42T-EHumanEsophagusESCC6.73e-04-8.97e-020.1175
56925LXNP44T-EHumanEsophagusESCC4.37e-085.31e-010.1096
56925LXNP47T-EHumanEsophagusESCC1.27e-021.23e-010.1067
56925LXNP48T-EHumanEsophagusESCC8.36e-053.19e-010.0959
56925LXNP49T-EHumanEsophagusESCC2.45e-022.18e-010.1768
56925LXNP52T-EHumanEsophagusESCC3.19e-069.57e-030.1555
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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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:00226044ColorectumFAPregulation of cell morphogenesis87/2622309/187234.89e-111.87e-0887
GO:00343293ColorectumFAPcell junction assembly105/2622420/187231.03e-092.18e-07105
GO:00064174ColorectumFAPregulation of translation111/2622468/187238.47e-091.13e-06111
GO:00430873ColorectumFAPregulation of GTPase activity85/2622348/187231.20e-077.68e-0685
GO:00615643ColorectumFAPaxon development106/2622467/187231.98e-071.21e-05106
GO:00109753ColorectumFAPregulation of neuron projection development102/2622445/187232.04e-071.24e-05102
GO:00074093ColorectumFAPaxonogenesis97/2622418/187232.20e-071.30e-0597
GO:00107203ColorectumFAPpositive regulation of cell development72/2622298/187231.67e-066.99e-0572
GO:00313463ColorectumFAPpositive regulation of cell projection organization82/2622353/187231.78e-067.35e-0582
GO:00083603ColorectumFAPregulation of cell shape43/2622154/187234.55e-061.52e-0443
GO:00507672ColorectumFAPregulation of neurogenesis82/2622364/187236.28e-061.96e-0482
GO:00507702ColorectumFAPregulation of axonogenesis42/2622154/187231.11e-053.10e-0442
GO:00435472ColorectumFAPpositive regulation of GTPase activity61/2622255/187231.39e-053.73e-0461
GO:00508083ColorectumFAPsynapse organization91/2622426/187231.90e-054.74e-0491
GO:00605622ColorectumFAPepithelial tube morphogenesis71/2622325/187237.23e-051.33e-0371
GO:00507691ColorectumFAPpositive regulation of neurogenesis53/2622225/187237.65e-051.37e-0353
GO:00351482ColorectumFAPtube formation38/2622148/187231.17e-041.91e-0338
GO:00507721ColorectumFAPpositive regulation of axonogenesis24/262279/187231.35e-042.16e-0324
GO:00519601ColorectumFAPregulation of nervous system development89/2622443/187232.32e-043.25e-0389
GO:00018413ColorectumFAPneural tube formation28/2622102/187232.71e-043.64e-0328
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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
SEMA3DNRP1_PLXNA2SEMA3D_NRP1_PLXNA2SEMA3BreastADJ
SEMA3DNRP2_PLXNA2SEMA3D_NRP2_PLXNA2SEMA3BreastADJ
SEMA6APLXNA2SEMA6A_PLXNA2SEMA6BreastADJ
SEMA4ANRP1_PLXNA4SEMA4A_NRP1_PLXNA4SEMA4BreastDCIS
SEMA4APLXNB2SEMA4A_PLXNB2SEMA4BreastDCIS
SEMA4DPLXNB2SEMA4D_PLXNB2SEMA4BreastDCIS
SEMA3CNRP1_PLXNA4SEMA3C_NRP1_PLXNA4SEMA3BreastDCIS
SEMA3DNRP1_PLXNA4SEMA3D_NRP1_PLXNA4SEMA3BreastDCIS
SEMA3CPLXND1SEMA3C_PLXND1SEMA3BreastDCIS
SEMA7APLXNC1SEMA7A_PLXNC1SEMA7BreastDCIS
SEMA6APLXNA4SEMA6A_PLXNA4SEMA6BreastDCIS
SEMA3CNRP1_PLXNA2SEMA3C_NRP1_PLXNA2SEMA3BreastHealthy
SEMA3DNRP1_PLXNA2SEMA3D_NRP1_PLXNA2SEMA3BreastHealthy
SEMA3CNRP2_PLXNA2SEMA3C_NRP2_PLXNA2SEMA3BreastHealthy
SEMA3DNRP2_PLXNA2SEMA3D_NRP2_PLXNA2SEMA3BreastHealthy
SEMA3CPLXND1SEMA3C_PLXND1SEMA3BreastHealthy
SEMA4DPLXNB2SEMA4D_PLXNB2SEMA4BreastHealthy
SEMA6APLXNA2SEMA6A_PLXNA2SEMA6BreastHealthy
SEMA6BPLXNA2SEMA6B_PLXNA2SEMA6BreastHealthy
SEMA4DPLXNB2SEMA4D_PLXNB2SEMA4BreastIDC
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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
LXNSNVMissense_Mutationnovelc.326N>Cp.Arg109Thrp.R109TQ9BS40protein_codingdeleterious(0.01)benign(0.118)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
LXNSNVMissense_Mutationrs758509037c.250N>Ap.Ala84Thrp.A84TQ9BS40protein_codingtolerated(0.11)benign(0.245)TCGA-BH-A0WA-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LXNSNVMissense_Mutationc.356N>Ap.Ala119Glup.A119EQ9BS40protein_codingtolerated(0.06)probably_damaging(0.997)TCGA-VS-A9UU-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LXNSNVMissense_Mutationrs758088046c.101T>Cp.Val34Alap.V34AQ9BS40protein_codingdeleterious(0.01)benign(0.12)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
LXNSNVMissense_Mutationc.595G>Cp.Val199Leup.V199LQ9BS40protein_codingtolerated(0.08)benign(0.117)TCGA-A6-5657-01Colorectumcolon adenocarcinomaMale>=65III/IVAncillaryleucovorinSD
LXNSNVMissense_Mutationnovelc.189N>Cp.Gln63Hisp.Q63HQ9BS40protein_codingtolerated(0.25)benign(0.003)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
LXNSNVMissense_Mutationnovelc.471N>Cp.Trp157Cysp.W157CQ9BS40protein_codingtolerated(0.19)benign(0.068)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
LXNSNVMissense_Mutationnovelc.180N>Cp.Glu60Aspp.E60DQ9BS40protein_codingtolerated(0.78)benign(0.026)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
LXNSNVMissense_Mutationc.651N>Tp.Lys217Asnp.K217NQ9BS40protein_codingdeleterious(0)possibly_damaging(0.604)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
LXNSNVMissense_Mutationnovelc.486A>Cp.Lys162Asnp.K162NQ9BS40protein_codingdeleterious(0.01)possibly_damaging(0.811)TCGA-E6-A1LX-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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