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: LMBR1L

Gene summary for LMBR1L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LMBR1L

Gene ID

55716

Gene namelimb development membrane protein 1 like
Gene AliasLIMR
Cytomap12q13.12
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

A0A024R0Z6


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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
55716LMBR1LLZE7THumanEsophagusESCC3.24e-021.64e-010.0667
55716LMBR1LLZE8THumanEsophagusESCC9.75e-031.18e-010.067
55716LMBR1LLZE24THumanEsophagusESCC7.24e-173.12e-010.0596
55716LMBR1LP1T-EHumanEsophagusESCC7.02e-124.30e-010.0875
55716LMBR1LP2T-EHumanEsophagusESCC9.56e-284.06e-010.1177
55716LMBR1LP4T-EHumanEsophagusESCC1.32e-052.36e-010.1323
55716LMBR1LP8T-EHumanEsophagusESCC1.91e-122.44e-010.0889
55716LMBR1LP9T-EHumanEsophagusESCC6.71e-041.13e-010.1131
55716LMBR1LP10T-EHumanEsophagusESCC1.31e-122.48e-010.116
55716LMBR1LP11T-EHumanEsophagusESCC5.01e-073.66e-010.1426
55716LMBR1LP12T-EHumanEsophagusESCC1.58e-182.79e-010.1122
55716LMBR1LP15T-EHumanEsophagusESCC1.04e-072.14e-010.1149
55716LMBR1LP16T-EHumanEsophagusESCC6.96e-142.88e-010.1153
55716LMBR1LP20T-EHumanEsophagusESCC4.06e-081.16e-010.1124
55716LMBR1LP21T-EHumanEsophagusESCC2.84e-041.07e-010.1617
55716LMBR1LP22T-EHumanEsophagusESCC9.90e-081.45e-010.1236
55716LMBR1LP23T-EHumanEsophagusESCC3.14e-122.21e-010.108
55716LMBR1LP24T-EHumanEsophagusESCC1.52e-061.49e-010.1287
55716LMBR1LP26T-EHumanEsophagusESCC4.22e-152.17e-010.1276
55716LMBR1LP27T-EHumanEsophagusESCC2.11e-173.05e-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
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:001605517EsophagusESCCWnt signaling pathway268/8552444/187232.32e-106.58e-09268
GO:019873817EsophagusESCCcell-cell signaling by wnt269/8552446/187232.41e-106.79e-09269
GO:003011117EsophagusESCCregulation of Wnt signaling pathway194/8552328/187235.39e-077.14e-06194
GO:006007016EsophagusESCCcanonical Wnt signaling pathway180/8552303/187239.15e-071.17e-05180
GO:006082817EsophagusESCCregulation of canonical Wnt signaling pathway153/8552253/187231.38e-061.67e-05153
GO:000689818EsophagusESCCreceptor-mediated endocytosis142/8552244/187235.22e-054.05e-04142
GO:00488638EsophagusESCCstem cell differentiation122/8552206/187235.95e-054.59e-04122
GO:00718871EsophagusESCCleukocyte apoptotic process65/8552106/187238.39e-044.32e-0365
GO:004211018EsophagusESCCT cell activation256/8552487/187231.18e-035.87e-03256
GO:19031317EsophagusESCCmononuclear cell differentiation226/8552426/187231.20e-035.88e-03226
GO:00702271EsophagusESCClymphocyte apoptotic process46/855272/187231.39e-036.62e-0346
GO:00301788EsophagusESCCnegative regulation of Wnt signaling pathway97/8552170/187231.81e-038.31e-0397
GO:00602185EsophagusESCChematopoietic stem cell differentiation22/855230/187231.98e-038.90e-0322
GO:00900905EsophagusESCCnegative regulation of canonical Wnt signaling pathway78/8552137/187235.17e-031.95e-0278
GO:00022446EsophagusESCChematopoietic progenitor cell differentiation66/8552114/187235.74e-032.13e-0266
GO:00302176EsophagusESCCT cell differentiation137/8552257/187238.09e-032.87e-02137
GO:0070231EsophagusESCCT cell apoptotic process31/855250/187231.48e-024.79e-0231
GO:00300984EsophagusESCClymphocyte differentiation192/8552374/187231.52e-024.93e-02192
GO:0016055110ThyroidPTCWnt signaling pathway217/5968444/187233.71e-142.30e-12217
GO:0198738110ThyroidPTCcell-cell signaling by wnt217/5968446/187236.68e-143.73e-12217
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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
LMBR1LSNVMissense_Mutationnovelc.176N>Tp.Thr59Ilep.T59IQ6UX01protein_codingtolerated(0.61)benign(0.001)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LMBR1LSNVMissense_Mutationnovelc.770N>Tp.Asn257Ilep.N257IQ6UX01protein_codingdeleterious(0.04)benign(0.04)TCGA-BH-A0H6-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LMBR1LSNVMissense_Mutationc.1448N>Ap.Ser483Tyrp.S483YQ6UX01protein_codingtolerated(0.07)benign(0.011)TCGA-E2-A156-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
LMBR1LSNVMissense_Mutationc.181N>Gp.Asn61Aspp.N61DQ6UX01protein_codingtolerated(0.47)possibly_damaging(0.721)TCGA-E2-A15S-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
LMBR1LinsertionFrame_Shift_Insnovelc.612_613insACAAAAAp.Gly205ThrfsTer45p.G205Tfs*45Q6UX01protein_codingTCGA-A8-A08T-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
LMBR1LinsertionFrame_Shift_Insnovelc.611_612insGAGCAACATGGTGAAACCCGGCCTCp.Gly205SerfsTer51p.G205Sfs*51Q6UX01protein_codingTCGA-A8-A08T-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
LMBR1LinsertionFrame_Shift_Insnovelc.374_375insGCAGGGACp.Ile125MetfsTer35p.I125Mfs*35Q6UX01protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
LMBR1LinsertionFrame_Shift_Insnovelc.373_374insGGGAGAGGGGAGGCAAp.Ile125ArgfsTer17p.I125Rfs*17Q6UX01protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
LMBR1LinsertionNonsense_Mutationnovelc.1341_1342insTATGAGTACTAGCCATAGAGTGTGGTGAGGGGAp.Thr447_Thr448insTyrGluTyrTerProTerSerValValArgGlyp.T447_T448insYEY*P*SVVRGQ6UX01protein_codingTCGA-BH-A0H7-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
LMBR1LSNVMissense_Mutationrs371228926c.1378N>Tp.Arg460Trpp.R460WQ6UX01protein_codingdeleterious(0)possibly_damaging(0.548)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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