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: LMBR1

Gene summary for LMBR1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LMBR1

Gene ID

64327

Gene namelimb development membrane protein 1
Gene AliasACHP
Cytomap7q36.3
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q8WVP7


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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
64327LMBR1CCI_1HumanCervixCC2.33e-025.41e-010.528
64327LMBR1CCI_2HumanCervixCC1.14e-079.35e-010.5249
64327LMBR1HTA11_3410_2000001011HumanColorectumAD8.53e-07-4.15e-010.0155
64327LMBR1HTA11_866_2000001011HumanColorectumAD5.46e-07-3.34e-01-0.1001
64327LMBR1HTA11_866_3004761011HumanColorectumAD8.89e-07-3.75e-010.096
64327LMBR1A015-C-203HumanColorectumFAP1.33e-24-4.89e-01-0.1294
64327LMBR1A015-C-204HumanColorectumFAP3.81e-04-3.10e-01-0.0228
64327LMBR1A014-C-040HumanColorectumFAP1.28e-02-4.29e-01-0.1184
64327LMBR1A002-C-201HumanColorectumFAP7.63e-13-3.98e-010.0324
64327LMBR1A001-C-119HumanColorectumFAP9.51e-06-4.10e-01-0.1557
64327LMBR1A001-C-108HumanColorectumFAP1.29e-13-3.41e-01-0.0272
64327LMBR1A002-C-205HumanColorectumFAP8.60e-19-3.70e-01-0.1236
64327LMBR1A015-C-005HumanColorectumFAP2.20e-04-3.51e-01-0.0336
64327LMBR1A015-C-006HumanColorectumFAP2.21e-12-3.96e-01-0.0994
64327LMBR1A015-C-106HumanColorectumFAP5.34e-10-2.98e-01-0.0511
64327LMBR1A002-C-114HumanColorectumFAP7.34e-17-4.42e-01-0.1561
64327LMBR1A015-C-104HumanColorectumFAP2.35e-27-5.44e-01-0.1899
64327LMBR1A001-C-014HumanColorectumFAP9.65e-13-3.05e-010.0135
64327LMBR1A002-C-016HumanColorectumFAP3.68e-16-3.71e-010.0521
64327LMBR1A015-C-002HumanColorectumFAP8.06e-12-5.41e-01-0.0763
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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
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:00487365CervixCCappendage development35/2311172/187231.88e-031.39e-0235
GO:00601735CervixCClimb development35/2311172/187231.88e-031.39e-0235
GO:0048736ColorectumADappendage development51/3918172/187234.20e-032.89e-0251
GO:0060173ColorectumADlimb development51/3918172/187234.20e-032.89e-0251
GO:00351071ColorectumFAPappendage morphogenesis35/2622138/187232.74e-043.66e-0335
GO:00351081ColorectumFAPlimb morphogenesis35/2622138/187232.74e-043.66e-0335
GO:00487363ColorectumFAPappendage development40/2622172/187237.15e-047.66e-0340
GO:00601733ColorectumFAPlimb development40/2622172/187237.15e-047.66e-0340
GO:00351072ColorectumCRCappendage morphogenesis32/2078138/187233.77e-059.26e-0432
GO:00351082ColorectumCRClimb morphogenesis32/2078138/187233.77e-059.26e-0432
GO:00487364ColorectumCRCappendage development34/2078172/187235.80e-047.89e-0334
GO:00601734ColorectumCRClimb development34/2078172/187235.80e-047.89e-0334
GO:00351073EndometriumAEHappendage morphogenesis29/2100138/187236.06e-045.94e-0329
GO:00351083EndometriumAEHlimb morphogenesis29/2100138/187236.06e-045.94e-0329
GO:00487366EndometriumAEHappendage development33/2100172/187231.41e-031.18e-0233
GO:00601736EndometriumAEHlimb development33/2100172/187231.41e-031.18e-0233
GO:0030326EndometriumAEHembryonic limb morphogenesis23/2100116/187234.58e-032.95e-0223
GO:0035113EndometriumAEHembryonic appendage morphogenesis23/2100116/187234.58e-032.95e-0223
GO:003510711EndometriumEECappendage morphogenesis29/2168138/187231.01e-038.89e-0329
GO:003510811EndometriumEEClimb morphogenesis29/2168138/187231.01e-038.89e-0329
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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
LMBR1SNVMissense_Mutationnovelc.616N>Tp.Leu206Phep.L206FQ8WVP7protein_codingdeleterious(0)probably_damaging(0.998)TCGA-D8-A73U-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
LMBR1deletionFrame_Shift_Delnovelc.436delNp.Arg146AlafsTer3p.R146Afs*3Q8WVP7protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
LMBR1SNVMissense_Mutationc.1072N>Ap.Leu358Ilep.L358IQ8WVP7protein_codingtolerated(0.05)benign(0.433)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
LMBR1SNVMissense_Mutationc.131G>Tp.Arg44Ilep.R44IQ8WVP7protein_codingdeleterious(0)possibly_damaging(0.609)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
LMBR1SNVMissense_Mutationrs371100043c.1214N>Tp.Ser405Leup.S405LQ8WVP7protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
LMBR1SNVMissense_Mutationnovelc.1369G>Ap.Glu457Lysp.E457KQ8WVP7protein_codingdeleterious(0.01)benign(0.257)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
LMBR1SNVMissense_Mutationnovelc.1382N>Tp.Ala461Valp.A461VQ8WVP7protein_codingdeleterious(0.04)benign(0.007)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
LMBR1SNVMissense_Mutationnovelc.708A>Cp.Gln236Hisp.Q236HQ8WVP7protein_codingdeleterious(0.02)probably_damaging(0.996)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
LMBR1SNVMissense_Mutationc.869G>Tp.Arg290Ilep.R290IQ8WVP7protein_codingdeleterious(0)possibly_damaging(0.602)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LMBR1SNVMissense_Mutationc.688C>Ap.Leu230Ilep.L230IQ8WVP7protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<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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