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: LMNB1

Gene summary for LMNB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LMNB1

Gene ID

4001

Gene namelamin B1
Gene AliasADLD
Cytomap5q23.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

B4DZT3


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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
4001LMNB1LZE2THumanEsophagusESCC1.86e-058.01e-010.082
4001LMNB1LZE24THumanEsophagusESCC3.13e-032.05e-010.0596
4001LMNB1LZE21THumanEsophagusESCC2.93e-021.99e-010.0655
4001LMNB1P2T-EHumanEsophagusESCC4.99e-321.01e+000.1177
4001LMNB1P4T-EHumanEsophagusESCC5.55e-176.51e-010.1323
4001LMNB1P5T-EHumanEsophagusESCC4.18e-073.02e-010.1327
4001LMNB1P8T-EHumanEsophagusESCC2.18e-042.11e-010.0889
4001LMNB1P9T-EHumanEsophagusESCC3.03e-063.01e-010.1131
4001LMNB1P10T-EHumanEsophagusESCC4.46e-093.23e-010.116
4001LMNB1P12T-EHumanEsophagusESCC1.02e-143.73e-010.1122
4001LMNB1P15T-EHumanEsophagusESCC1.20e-115.45e-010.1149
4001LMNB1P16T-EHumanEsophagusESCC2.53e-114.68e-010.1153
4001LMNB1P17T-EHumanEsophagusESCC3.77e-024.28e-010.1278
4001LMNB1P20T-EHumanEsophagusESCC1.17e-074.24e-010.1124
4001LMNB1P21T-EHumanEsophagusESCC6.87e-103.61e-010.1617
4001LMNB1P22T-EHumanEsophagusESCC3.57e-032.06e-010.1236
4001LMNB1P23T-EHumanEsophagusESCC2.97e-053.34e-010.108
4001LMNB1P24T-EHumanEsophagusESCC1.14e-063.21e-010.1287
4001LMNB1P26T-EHumanEsophagusESCC2.26e-073.10e-010.1276
4001LMNB1P27T-EHumanEsophagusESCC6.75e-255.72e-010.1055
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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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0421027EsophagusESCCApoptosis102/4205136/84651.05e-091.21e-086.21e-09102
hsa0421037EsophagusESCCApoptosis102/4205136/84651.05e-091.21e-086.21e-09102
hsa042102LiverHCCApoptosis83/4020136/84659.51e-043.58e-031.99e-0383
hsa042103LiverHCCApoptosis83/4020136/84659.51e-043.58e-031.99e-0383
hsa0421018Oral cavityOSCCApoptosis101/3704136/84653.34e-137.00e-123.56e-12101
hsa0421019Oral cavityOSCCApoptosis101/3704136/84653.34e-137.00e-123.56e-12101
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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
LMNB1SNVMissense_Mutationnovelc.1562N>Tp.Trp521Leup.W521LP20700protein_codingdeleterious(0)possibly_damaging(0.73)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
LMNB1SNVMissense_Mutationc.786N>Cp.Glu262Aspp.E262DP20700protein_codingtolerated(0.39)benign(0.034)TCGA-BH-A18Q-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LMNB1insertionNonsense_Mutationnovelc.1141_1142insAACTCACp.Leu381Terp.L381*P20700protein_codingTCGA-A8-A09N-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
LMNB1SNVMissense_Mutationnovelc.887G>Ap.Ser296Asnp.S296NP20700protein_codingdeleterious(0.03)possibly_damaging(0.474)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LMNB1SNVMissense_Mutationc.269G>Ap.Arg90Glnp.R90QP20700protein_codingdeleterious(0)probably_damaging(0.997)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
LMNB1SNVMissense_Mutationnovelc.743A>Tp.Glu248Valp.E248VP20700protein_codingdeleterious(0)probably_damaging(0.962)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LMNB1SNVMissense_Mutationnovelc.67N>Gp.Ser23Glyp.S23GP20700protein_codingdeleterious(0)possibly_damaging(0.508)TCGA-EK-A2RA-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
LMNB1SNVMissense_Mutationc.550T>Gp.Leu184Valp.L184VP20700protein_codingdeleterious(0)possibly_damaging(0.456)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
LMNB1SNVMissense_Mutationnovelc.1601N>Ap.Ser534Tyrp.S534YP20700protein_codingdeleterious(0)possibly_damaging(0.455)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LMNB1SNVMissense_Mutationc.1036N>Cp.Met346Leup.M346LP20700protein_codingtolerated(0.07)benign(0.001)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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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