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: LMBRD1

Gene summary for LMBRD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LMBRD1

Gene ID

55788

Gene nameLMBR1 domain containing 1
Gene AliasC6orf209
Cytomap6q13
Gene Typeprotein-coding
GO ID

GO:0006725

UniProtAcc

Q9NUN5


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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
55788LMBRD1HTA11_3410_2000001011HumanColorectumAD1.26e-08-4.68e-010.0155
55788LMBRD1HTA11_696_2000001011HumanColorectumAD8.19e-06-3.41e-01-0.1464
55788LMBRD1HTA11_866_3004761011HumanColorectumAD1.15e-03-3.75e-010.096
55788LMBRD1HTA11_7696_3000711011HumanColorectumAD6.52e-05-3.71e-010.0674
55788LMBRD1HTA11_99999974143_84620HumanColorectumMSS3.18e-08-3.87e-010.3005
55788LMBRD1A002-C-010HumanColorectumFAP5.84e-06-2.36e-010.242
55788LMBRD1A001-C-207HumanColorectumFAP3.84e-05-3.98e-010.1278
55788LMBRD1A015-C-203HumanColorectumFAP1.98e-23-4.71e-01-0.1294
55788LMBRD1A015-C-204HumanColorectumFAP3.51e-06-4.04e-01-0.0228
55788LMBRD1A014-C-040HumanColorectumFAP7.46e-03-4.29e-01-0.1184
55788LMBRD1A002-C-201HumanColorectumFAP2.18e-10-3.91e-010.0324
55788LMBRD1A002-C-203HumanColorectumFAP3.39e-04-2.14e-010.2786
55788LMBRD1A001-C-119HumanColorectumFAP1.18e-11-5.46e-01-0.1557
55788LMBRD1A001-C-108HumanColorectumFAP5.01e-20-4.17e-01-0.0272
55788LMBRD1A002-C-205HumanColorectumFAP5.09e-17-4.93e-01-0.1236
55788LMBRD1A001-C-104HumanColorectumFAP1.81e-09-3.98e-010.0184
55788LMBRD1A015-C-005HumanColorectumFAP8.81e-07-3.63e-01-0.0336
55788LMBRD1A015-C-006HumanColorectumFAP5.65e-12-5.00e-01-0.0994
55788LMBRD1A015-C-106HumanColorectumFAP5.41e-13-3.61e-01-0.0511
55788LMBRD1A002-C-114HumanColorectumFAP9.39e-15-4.77e-01-0.1561
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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:0043112ColorectumADreceptor metabolic process62/3918166/187238.18e-072.85e-0562
GO:0072583ColorectumADclathrin-dependent endocytosis24/391847/187234.60e-061.22e-0424
GO:0006898ColorectumADreceptor-mediated endocytosis76/3918244/187231.07e-041.59e-0376
GO:0072665ColorectumADprotein localization to vacuole27/391867/187232.40e-043.04e-0327
GO:0061462ColorectumADprotein localization to lysosome19/391846/187231.36e-031.19e-0219
GO:0007369ColorectumADgastrulation53/3918185/187237.60e-034.60e-0253
GO:0031623ColorectumADreceptor internalization35/3918113/187237.72e-034.66e-0235
GO:00431121ColorectumMSSreceptor metabolic process57/3467166/187238.47e-072.97e-0557
GO:00725831ColorectumMSSclathrin-dependent endocytosis22/346747/187238.74e-062.16e-0422
GO:00068981ColorectumMSSreceptor-mediated endocytosis69/3467244/187231.18e-041.82e-0369
GO:00726652ColorectumMSSprotein localization to vacuole23/346767/187231.51e-031.39e-0223
GO:00316231ColorectumMSSreceptor internalization32/3467113/187237.02e-034.50e-0232
GO:00725832ColorectumFAPclathrin-dependent endocytosis21/262247/187233.45e-071.87e-0521
GO:00068982ColorectumFAPreceptor-mediated endocytosis62/2622244/187231.47e-066.39e-0562
GO:00431122ColorectumFAPreceptor metabolic process46/2622166/187232.70e-061.02e-0446
GO:00073692ColorectumFAPgastrulation42/2622185/187238.97e-049.10e-0342
GO:00316232ColorectumFAPreceptor internalization28/2622113/187231.56e-031.39e-0228
GO:00725833ColorectumCRCclathrin-dependent endocytosis18/207847/187231.16e-066.75e-0518
GO:00068983ColorectumCRCreceptor-mediated endocytosis50/2078244/187231.27e-054.08e-0450
GO:00431123ColorectumCRCreceptor metabolic process36/2078166/187235.86e-051.31e-0336
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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
LMBRD1SNVMissense_Mutationc.1300N>Ap.Gln434Lysp.Q434KQ9NUN5protein_codingdeleterious(0.01)possibly_damaging(0.8)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
LMBRD1SNVMissense_Mutationc.686N>Ap.Ser229Asnp.S229NQ9NUN5protein_codingtolerated(0.21)benign(0.005)TCGA-B6-A0IB-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
LMBRD1SNVMissense_Mutationc.160C>Gp.Leu54Valp.L54VQ9NUN5protein_codingdeleterious(0.01)possibly_damaging(0.832)TCGA-BH-A0H5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
LMBRD1SNVMissense_Mutationc.370N>Ap.Glu124Lysp.E124KQ9NUN5protein_codingdeleterious(0)benign(0.276)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
LMBRD1SNVMissense_Mutationc.1382N>Tp.Ser461Phep.S461FQ9NUN5protein_codingtolerated(0.7)benign(0)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
LMBRD1SNVMissense_Mutationc.177C>Gp.Ile59Metp.I59MQ9NUN5protein_codingtolerated(0.23)benign(0.159)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
LMBRD1SNVMissense_Mutationc.379N>Tp.Asp127Tyrp.D127YQ9NUN5protein_codingdeleterious(0)probably_damaging(0.975)TCGA-JW-A5VI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapytopotecanPD
LMBRD1insertionFrame_Shift_Insnovelc.1236dupTp.Leu413SerfsTer13p.L413Sfs*13Q9NUN5protein_codingTCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LMBRD1SNVMissense_Mutationc.1264N>Ap.Leu422Ilep.L422IQ9NUN5protein_codingtolerated(0.12)possibly_damaging(0.817)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
LMBRD1SNVMissense_Mutationc.143N>Cp.Ile48Thrp.I48TQ9NUN5protein_codingtolerated(0.07)benign(0.048)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
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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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