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: LILRB1

Gene summary for LILRB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LILRB1

Gene ID

10859

Gene nameleukocyte immunoglobulin like receptor B1
Gene AliasCD85J
Cytomap19q13.42
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

A0A087WSV6


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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
10859LILRB1HCC1HumanLiverHCC1.17e-098.65e-010.5336
10859LILRB1HCC2HumanLiverHCC6.10e-251.82e+000.5341
10859LILRB1HCC5HumanLiverHCC2.21e-111.57e+000.4932
10859LILRB1Pt13.cHumanLiverHCC2.85e-032.59e-010.0076
10859LILRB1Pt14.dHumanLiverHCC4.57e-041.62e-010.0143
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:000961511LiverHCCresponse to virus210/7958367/187237.32e-091.86e-07210
GO:00516071LiverHCCdefense response to virus151/7958265/187231.27e-061.85e-05151
GO:01405461LiverHCCdefense response to symbiont151/7958265/187231.27e-061.85e-05151
GO:0045786LiverHCCnegative regulation of cell cycle204/7958385/187231.84e-051.99e-04204
GO:0032479LiverHCCregulation of type I interferon production60/795895/187233.84e-053.80e-0460
GO:0032606LiverHCCtype I interferon production60/795895/187233.84e-053.80e-0460
GO:003009922LiverHCCmyeloid cell differentiation200/7958381/187234.64e-054.49e-04200
GO:004311221LiverHCCreceptor metabolic process96/7958166/187234.69e-054.50e-0496
GO:000689821LiverHCCreceptor-mediated endocytosis134/7958244/187235.73e-055.31e-04134
GO:00028321LiverHCCnegative regulation of response to biotic stimulus66/7958108/187237.24e-056.50e-0466
GO:00028312LiverHCCregulation of response to biotic stimulus173/7958327/187238.55e-057.48e-04173
GO:003010021LiverHCCregulation of endocytosis117/7958211/187239.56e-058.32e-04117
GO:003249611LiverHCCresponse to lipopolysaccharide174/7958343/187231.19e-036.62e-03174
GO:00712166LiverHCCcellular response to biotic stimulus128/7958246/187231.53e-038.10e-03128
GO:00712226LiverHCCcellular response to lipopolysaccharide110/7958209/187231.92e-039.77e-03110
GO:004578512LiverHCCpositive regulation of cell adhesion215/7958437/187232.53e-031.22e-02215
GO:000223711LiverHCCresponse to molecule of bacterial origin181/7958363/187232.58e-031.24e-02181
GO:00450881LiverHCCregulation of innate immune response113/7958218/187233.27e-031.50e-02113
GO:0050688LiverHCCregulation of defense response to virus41/795869/187233.38e-031.54e-0241
GO:00458241LiverHCCnegative regulation of innate immune response42/795871/187233.41e-031.55e-0242
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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
HLA-FLILRB1HLA-F_LILRB1MHC-IBreastDCIS
HLA-FLILRB1HLA-F_LILRB1MHC-IBreastHealthy
HLA-FLILRB1HLA-F_LILRB1MHC-ICervixCC
HLA-FLILRB1HLA-F_LILRB1MHC-ICervixPrecancer
HLA-FLILRB1HLA-F_LILRB1MHC-ICRCAD
HLA-FLILRB1HLA-F_LILRB1MHC-ICRCSER
HLA-FLILRB1HLA-F_LILRB1MHC-IEndometriumADJ
HLA-FLILRB1HLA-F_LILRB1MHC-IEndometriumEEC
HLA-FLILRB1HLA-F_LILRB1MHC-IEndometriumHealthy
HLA-FLILRB1HLA-F_LILRB1MHC-IHNSCCOSCC
HLA-FLILRB1HLA-F_LILRB1MHC-ILiverHCC
HLA-FLILRB1HLA-F_LILRB1MHC-ILiverHealthy
HLA-FLILRB1HLA-F_LILRB1MHC-ILiverPrecancer
HLA-FLILRB1HLA-F_LILRB1MHC-ISkincSCC
HLA-FLILRB1HLA-F_LILRB1MHC-ITHCAADJ
HLA-FLILRB1HLA-F_LILRB1MHC-ITHCACancer
HLA-FLILRB1HLA-F_LILRB1MHC-ITHCAPrecancer
HLA-FLILRB1HLA-F_LILRB1MHC-ITHCAPTC
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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
LILRB1SNVMissense_Mutationnovelc.761G>Ap.Arg254Lysp.R254Kprotein_codingdeleterious(0.03)possibly_damaging(0.474)TCGA-AC-A3W7-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
LILRB1SNVMissense_Mutationc.118N>Tp.Thr40Serp.T40Sprotein_codingtolerated(0.37)benign(0)TCGA-D8-A1XW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamideSD
LILRB1SNVMissense_Mutationrs376255659c.1103G>Tp.Arg368Leup.R368Lprotein_codingdeleterious(0.03)benign(0.313)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
LILRB1SNVMissense_Mutationc.1597N>Ap.Leu533Ilep.L533Iprotein_codingtolerated(0.06)possibly_damaging(0.784)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LILRB1SNVMissense_Mutationnovelc.330C>Ap.Ser110Argp.S110Rprotein_codingtolerated(0.59)benign(0.011)TCGA-FU-A3HY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LILRB1SNVMissense_Mutationnovelc.1315N>Ap.Gly439Serp.G439Sprotein_codingtolerated(0.15)benign(0.142)TCGA-VS-A9V1-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
LILRB1insertionFrame_Shift_Insrs747328267c.1336_1337insCp.Thr448HisfsTer54p.T448Hfs*54protein_codingTCGA-MA-AA42-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
LILRB1SNVMissense_Mutationrs776452488c.1047N>Tp.Gln349Hisp.Q349Hprotein_codingtolerated(0.14)possibly_damaging(0.754)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LILRB1SNVMissense_Mutationc.733C>Ap.Gln245Lysp.Q245Kprotein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
LILRB1SNVMissense_Mutationnovelc.181T>Cp.Tyr61Hisp.Y61Hprotein_codingtolerated(0.52)benign(0.062)TCGA-AA-3984-01Colorectumcolon 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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