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: LNX2

Gene summary for LNX2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LNX2

Gene ID

222484

Gene nameligand of numb-protein X 2
Gene AliasPDZRN1
Cytomap13q12.2
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q8N448


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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
222484LNX2CCI_1HumanCervixCC9.91e-076.00e-010.528
222484LNX2CCI_2HumanCervixCC6.17e-089.04e-010.5249
222484LNX2CCI_3HumanCervixCC4.31e-085.08e-010.516
222484LNX2NAFLD1HumanLiverNAFLD5.33e-057.92e-01-0.04
222484LNX2HCC1_MengHumanLiverHCC5.10e-28-8.38e-020.0246
222484LNX2HCC2_MengHumanLiverHCC1.18e-09-6.89e-020.0107
222484LNX2HCC2HumanLiverHCC2.43e-031.98e+000.5341
222484LNX2RNA-P25T1-P25T1-1HumanLungAIS4.48e-137.01e-01-0.2116
222484LNX2RNA-P25T1-P25T1-2HumanLungAIS2.69e-037.14e-01-0.1941
222484LNX2RNA-P25T1-P25T1-4HumanLungAIS5.58e-097.04e-01-0.2119
222484LNX2RNA-P6T2-P6T2-1HumanLungIAC2.78e-073.27e-01-0.0166
222484LNX2RNA-P6T2-P6T2-2HumanLungIAC4.10e-082.90e-01-0.0132
222484LNX2RNA-P6T2-P6T2-3HumanLungIAC1.41e-114.13e-01-0.013
222484LNX2RNA-P6T2-P6T2-4HumanLungIAC1.12e-053.86e-01-0.0121
222484LNX2RNA-P7T1-P7T1-1HumanLungAIS7.41e-034.78e-01-0.0961
222484LNX2RNA-P7T1-P7T1-2HumanLungAIS4.18e-065.65e-01-0.0876
222484LNX2RNA-P7T1-P7T1-3HumanLungAIS1.16e-067.15e-01-0.0822
222484LNX2RNA-P7T1-P7T1-4HumanLungAIS5.29e-034.76e-01-0.0809
222484LNX2RNA-P8T2-P8T2-3HumanLungAIS3.10e-048.58e-01-0.1284
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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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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
LNX2SNVMissense_Mutationc.1256C>Ap.Ala419Aspp.A419DQ8N448protein_codingtolerated(0.24)benign(0.222)TCGA-A2-A25E-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
LNX2SNVMissense_Mutationc.1660N>Ap.Glu554Lysp.E554KQ8N448protein_codingdeleterious(0.01)benign(0.119)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
LNX2SNVMissense_Mutationc.703G>Cp.Glu235Glnp.E235QQ8N448protein_codingdeleterious(0.03)probably_damaging(0.975)TCGA-D8-A1XW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamideSD
LNX2insertionNonsense_Mutationnovelc.759_760insTTATCTCTATAGTGCTTTGTTGTTGTTTCTAAGGAATTCACAGTGp.Asn253_Glu254insLeuSerLeuTerCysPheValValValSerLysGluPheThrValp.N253_E254insLSL*CFVVVSKEFTVQ8N448protein_codingTCGA-A8-A0A1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
LNX2SNVMissense_Mutationnovelc.785T>Gp.Ile262Serp.I262SQ8N448protein_codingdeleterious(0)probably_damaging(0.995)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LNX2SNVMissense_Mutationc.478N>Cp.Glu160Glnp.E160QQ8N448protein_codingtolerated(0.37)benign(0.01)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
LNX2SNVMissense_Mutationc.1950G>Cp.Met650Ilep.M650IQ8N448protein_codingtolerated(0.48)benign(0.023)TCGA-EA-A3HR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LNX2SNVMissense_Mutationc.956N>Ap.Arg319Hisp.R319HQ8N448protein_codingtolerated(0.07)probably_damaging(0.943)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
LNX2SNVMissense_Mutationc.1054N>Tp.Gly352Cysp.G352CQ8N448protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3818-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
LNX2SNVMissense_Mutationrs199501730c.568N>Tp.Arg190Trpp.R190WQ8N448protein_codingdeleterious(0)possibly_damaging(0.586)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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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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