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: LIME1

Gene summary for LIME1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LIME1

Gene ID

54923

Gene nameLck interacting transmembrane adaptor 1
Gene AliasLIME
Cytomap20q13.33
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

A0A087WT39


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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
54923LIME1Pat02-BHumanStomachGC1.98e-091.92e-010.0368
54923LIME1Pat03-BHumanStomachGC8.68e-031.10e-010.3693
54923LIME1Pat04-BHumanStomachGC1.01e-245.18e-01-0.1483
54923LIME1Pat05-BHumanStomachGC3.56e-133.58e-01-0.0353
54923LIME1Pat06-BHumanStomachGC1.17e-274.49e-01-0.1961
54923LIME1Pat07-BHumanStomachGC1.10e-072.97e-010.0935
54923LIME1Pat08-BHumanStomachGC1.69e-022.00e-010.0182
54923LIME1Pat09-BHumanStomachGC8.28e-031.20e-01-0.0359
54923LIME1Pat10-BHumanStomachGC1.01e-084.06e-010.084
54923LIME1Pat11-BHumanStomachGC8.08e-265.90e-01-0.182
54923LIME1Pat13-BHumanStomachGC9.64e-052.04e-010.0555
54923LIME1Pat15-BHumanStomachGC7.16e-112.94e-01-0.0778
54923LIME1Pat18-BHumanStomachGC7.19e-203.78e-01-0.0432
54923LIME1Pat19-BHumanStomachGC1.08e-031.69e-010.0826
54923LIME1Pat22-BHumanStomachGC1.15e-183.09e-01-0.1042
54923LIME1Pat24-BHumanStomachGC2.66e-083.20e-01-0.1184
54923LIME1Pat25-AHumanStomachCAG with IM1.87e-354.78e-01-0.1648
54923LIME1Pat26-AHumanStomachCSG1.85e-274.37e-01-0.2402
54923LIME1Pat28-AHumanStomachCSG1.48e-174.03e-01-0.2594
54923LIME1Pat29-AHumanStomachCAG with IM1.22e-104.01e-01-0.2769
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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:004312220EsophagusHGINregulation of I-kappaB kinase/NF-kappaB signaling63/2587249/187238.91e-073.61e-0563
GO:000724918EsophagusHGINI-kappaB kinase/NF-kappaB signaling67/2587281/187233.84e-061.29e-0467
GO:005165126EsophagusHGINmaintenance of location in cell53/2587214/187231.22e-053.45e-0453
GO:005123520EsophagusHGINmaintenance of location73/2587327/187231.73e-054.71e-0473
GO:0043122110EsophagusESCCregulation of I-kappaB kinase/NF-kappaB signaling167/8552249/187236.11e-122.32e-10167
GO:007190016EsophagusESCCregulation of protein serine/threonine kinase activity227/8552359/187231.12e-114.10e-10227
GO:000724919EsophagusESCCI-kappaB kinase/NF-kappaB signaling183/8552281/187233.02e-111.01e-09183
GO:0051235110EsophagusESCCmaintenance of location200/8552327/187231.01e-082.02e-07200
GO:0051651111EsophagusESCCmaintenance of location in cell126/8552214/187236.57e-055.00e-04126
GO:00434055EsophagusESCCregulation of MAP kinase activity102/8552177/187238.89e-044.55e-03102
GO:00508528EsophagusESCCT cell receptor signaling pathway73/8552123/187231.54e-037.24e-0373
GO:00380615EsophagusESCCNIK/NF-kappaB signaling81/8552143/187235.33e-032.00e-0281
GO:005123521LiverHCCmaintenance of location185/7958327/187231.70e-073.12e-06185
GO:000724912LiverHCCI-kappaB kinase/NF-kappaB signaling156/7958281/187236.66e-068.00e-05156
GO:004312212LiverHCCregulation of I-kappaB kinase/NF-kappaB signaling138/7958249/187232.47e-052.58e-04138
GO:007190021LiverHCCregulation of protein serine/threonine kinase activity189/7958359/187235.97e-055.47e-04189
GO:005165112LiverHCCmaintenance of location in cell119/7958214/187237.11e-056.39e-04119
GO:00380611LiverHCCNIK/NF-kappaB signaling77/7958143/187233.98e-031.76e-0277
GO:19012221LiverHCCregulation of NIK/NF-kappaB signaling60/7958112/187231.17e-024.28e-0260
GO:0051235StomachGCmaintenance of location41/1159327/187231.33e-054.35e-0441
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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
LIME1SNVMissense_Mutationc.580N>Ap.Ala194Thrp.A194TQ9H400protein_codingtolerated(0.67)benign(0.006)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
LIME1SNVMissense_Mutationnovelc.445N>Tp.Gly149Trpp.G149WQ9H400protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AJ-A3OJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
LIME1SNVMissense_Mutationnovelc.646G>Tp.Asp216Tyrp.D216YQ9H400protein_codingdeleterious(0.01)possibly_damaging(0.808)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LIME1SNVMissense_Mutationrs776251119c.716C>Tp.Pro239Leup.P239LQ9H400protein_codingdeleterious(0.03)benign(0.014)TCGA-D1-A1NZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LIME1SNVMissense_Mutationnovelc.517C>Tp.Arg173Cysp.R173CQ9H400protein_codingtolerated(0.12)possibly_damaging(0.735)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LIME1deletionFrame_Shift_Delnovelc.487delGp.Val163TrpfsTer28p.V163Wfs*28Q9H400protein_codingTCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
LIME1SNVMissense_Mutationc.127N>Tp.Arg43Trpp.R43WQ9H400protein_codingdeleterious(0.01)benign(0.038)TCGA-86-8358-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownSD
LIME1SNVMissense_Mutationnovelc.86C>Tp.Thr29Ilep.T29IQ9H400protein_codingdeleterious(0)possibly_damaging(0.744)TCGA-NC-A5HG-01Lunglung squamous cell carcinomaMale<65III/IVChemotherapycisplatinCR
LIME1SNVMissense_Mutationrs774768440c.592N>Ap.Val198Ilep.V198IQ9H400protein_codingtolerated(1)benign(0.003)TCGA-BA-A6DI-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIChemotherapycisplatinPD
LIME1SNVMissense_Mutationc.656N>Gp.Asp219Glyp.D219GQ9H400protein_codingtolerated(0.11)benign(0.003)TCGA-EJ-A65M-01Prostateprostate adenocarcinomaMale>=656UnknownUnknownSD
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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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