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: LNX1

Gene summary for LNX1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LNX1

Gene ID

84708

Gene nameligand of numb-protein X 1
Gene AliasLNX
Cytomap4q12
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q8TBB1


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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
84708LNX1LZE7THumanEsophagusESCC3.82e-022.76e-010.0667
84708LNX1LZE24THumanEsophagusESCC2.70e-063.55e-020.0596
84708LNX1P1T-EHumanEsophagusESCC1.16e-021.71e-010.0875
84708LNX1P2T-EHumanEsophagusESCC4.25e-193.99e-010.1177
84708LNX1P4T-EHumanEsophagusESCC1.36e-051.02e-010.1323
84708LNX1P8T-EHumanEsophagusESCC4.80e-212.96e-010.0889
84708LNX1P9T-EHumanEsophagusESCC3.58e-088.19e-020.1131
84708LNX1P10T-EHumanEsophagusESCC5.73e-091.54e-020.116
84708LNX1P11T-EHumanEsophagusESCC4.55e-022.42e-020.1426
84708LNX1P12T-EHumanEsophagusESCC1.74e-307.62e-010.1122
84708LNX1P15T-EHumanEsophagusESCC6.25e-174.89e-010.1149
84708LNX1P16T-EHumanEsophagusESCC1.76e-151.90e-010.1153
84708LNX1P17T-EHumanEsophagusESCC3.70e-026.70e-020.1278
84708LNX1P20T-EHumanEsophagusESCC2.95e-061.01e-010.1124
84708LNX1P22T-EHumanEsophagusESCC3.81e-081.34e-010.1236
84708LNX1P23T-EHumanEsophagusESCC3.37e-153.18e-010.108
84708LNX1P24T-EHumanEsophagusESCC5.68e-09-1.83e-020.1287
84708LNX1P26T-EHumanEsophagusESCC3.58e-316.41e-010.1276
84708LNX1P27T-EHumanEsophagusESCC3.03e-152.51e-010.1055
84708LNX1P28T-EHumanEsophagusESCC3.30e-155.18e-010.1149
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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
∗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
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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
LNX1SNVMissense_Mutationrs759216838c.1958T>Cp.Ile653Thrp.I653TQ8TBB1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A7-A4SE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
LNX1SNVMissense_Mutationc.812N>Gp.Glu271Glyp.E271GQ8TBB1protein_codingdeleterious(0)possibly_damaging(0.791)TCGA-A8-A08F-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
LNX1SNVMissense_Mutationc.1123N>Tp.Pro375Serp.P375SQ8TBB1protein_codingtolerated(0.24)benign(0.007)TCGA-A8-A09I-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
LNX1SNVMissense_Mutationc.1693N>Ap.Glu565Lysp.E565KQ8TBB1protein_codingdeleterious(0)benign(0.12)TCGA-AC-A23C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapychemoCR
LNX1SNVMissense_Mutationrs766762059c.1256G>Ap.Arg419Glnp.R419QQ8TBB1protein_codingtolerated(0.53)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LNX1SNVMissense_Mutationc.828G>Cp.Lys276Asnp.K276NQ8TBB1protein_codingtolerated(0.1)probably_damaging(0.992)TCGA-BH-A0H5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
LNX1SNVMissense_Mutationc.1102N>Ap.Gln368Lysp.Q368KQ8TBB1protein_codingtolerated(0.84)benign(0.021)TCGA-C8-A138-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
LNX1SNVMissense_Mutationc.1121N>Cp.Arg374Thrp.R374TQ8TBB1protein_codingtolerated(0.41)benign(0)TCGA-D8-A1XL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamide+tamoxifenSD
LNX1SNVMissense_Mutationnovelc.705N>Cp.Lys235Asnp.K235NQ8TBB1protein_codingtolerated(0.13)probably_damaging(0.999)TCGA-EW-A3E8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
LNX1insertionNonsense_Mutationnovelc.1076_1077insAATGATAAATAGTACCTGGAGCCTGGGGTGTGTATTTTAAAAAGCAGCp.Gln359_Lys360insMetIleAsnSerThrTrpSerLeuGlyCysValPheTerLysAlaAlap.Q359_K360insMINSTWSLGCVF*KAAQ8TBB1protein_codingTCGA-B6-A0I8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
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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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