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: LMNB2

Gene summary for LMNB2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LMNB2

Gene ID

84823

Gene namelamin B2
Gene AliasEPM9
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q03252


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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
84823LMNB2LZE7THumanEsophagusESCC1.12e-041.68e-010.0667
84823LMNB2LZE8THumanEsophagusESCC2.39e-103.70e-010.067
84823LMNB2LZE20THumanEsophagusESCC1.18e-042.18e-010.0662
84823LMNB2LZE24THumanEsophagusESCC1.34e-103.34e-010.0596
84823LMNB2LZE21THumanEsophagusESCC1.40e-064.65e-010.0655
84823LMNB2LZE6THumanEsophagusESCC1.10e-064.27e-010.0845
84823LMNB2P1T-EHumanEsophagusESCC4.95e-085.21e-010.0875
84823LMNB2P2T-EHumanEsophagusESCC1.29e-214.16e-010.1177
84823LMNB2P4T-EHumanEsophagusESCC8.69e-184.86e-010.1323
84823LMNB2P5T-EHumanEsophagusESCC2.62e-143.18e-010.1327
84823LMNB2P8T-EHumanEsophagusESCC6.87e-061.11e-010.0889
84823LMNB2P9T-EHumanEsophagusESCC1.95e-123.44e-010.1131
84823LMNB2P10T-EHumanEsophagusESCC5.33e-165.23e-010.116
84823LMNB2P11T-EHumanEsophagusESCC1.16e-053.12e-010.1426
84823LMNB2P12T-EHumanEsophagusESCC2.06e-102.87e-010.1122
84823LMNB2P15T-EHumanEsophagusESCC6.14e-124.35e-010.1149
84823LMNB2P16T-EHumanEsophagusESCC4.61e-122.83e-010.1153
84823LMNB2P17T-EHumanEsophagusESCC5.71e-228.89e-010.1278
84823LMNB2P19T-EHumanEsophagusESCC1.12e-055.34e-010.1662
84823LMNB2P20T-EHumanEsophagusESCC1.16e-083.05e-010.1124
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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
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
hsa0421018Oral cavityOSCCApoptosis101/3704136/84653.34e-137.00e-123.56e-12101
hsa0421019Oral cavityOSCCApoptosis101/3704136/84653.34e-137.00e-123.56e-12101
hsa0421026Oral cavityLPApoptosis65/2418136/84651.33e-061.48e-059.53e-0665
hsa0421036Oral cavityLPApoptosis65/2418136/84651.33e-061.48e-059.53e-0665
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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
LMNB2SNVMissense_Mutationnovelc.1053N>Cp.Lys351Asnp.K351NQ03252protein_codingdeleterious(0.03)benign(0.029)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LMNB2SNVMissense_Mutationrs367908162c.1288C>Tp.Arg430Cysp.R430CQ03252protein_codingdeleterious(0)probably_damaging(0.969)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
LMNB2SNVMissense_Mutationrs774978600c.1700C>Tp.Ala567Valp.A567VQ03252protein_codingdeleterious(0.03)benign(0.084)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
LMNB2SNVMissense_Mutationc.800N>Gp.His267Argp.H267RQ03252protein_codingdeleterious(0)possibly_damaging(0.662)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
LMNB2SNVMissense_Mutationrs777408921c.1540G>Ap.Ala514Thrp.A514TQ03252protein_codingtolerated(0.84)benign(0.001)TCGA-G5-6235-01Colorectumrectum adenocarcinomaMale>=65III/IVChemotherapyoxaliplatinPD
LMNB2insertionFrame_Shift_Insrs776267567c.1629_1630insCp.Ser544LeufsTer23p.S544Lfs*23Q03252protein_codingTCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LMNB2deletionIn_Frame_Delc.1843_1845delNNNp.Arg615delp.R615delQ03252protein_codingTCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LMNB2SNVMissense_Mutationnovelc.631C>Tp.Arg211Cysp.R211CQ03252protein_codingdeleterious(0)probably_damaging(0.969)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
LMNB2SNVMissense_Mutationnovelc.895N>Ap.Ala299Thrp.A299TQ03252protein_codingtolerated(0.54)probably_damaging(0.976)TCGA-A5-A3LP-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
LMNB2SNVMissense_Mutationrs771415464c.1420G>Ap.Val474Ilep.V474IQ03252protein_codingtolerated(0.43)benign(0.003)TCGA-AJ-A3OK-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
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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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