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: INE1

Gene summary for INE1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

INE1

Gene ID

8552

Gene nameinactivation escape 1
Gene AliasNCRNA00010
CytomapXp11.3
Gene TypencRNA
GO ID

NA

UniProtAcc

NA


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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
8552INE1HCC1HumanLiverHCC2.10e-061.87e+000.5336
8552INE1HCC2HumanLiverHCC2.78e-047.61e-010.5341
8552INE1HCC5HumanLiverHCC2.57e-024.34e-010.4932
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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:00316383Oral cavityLPzymogen activation26/462360/187231.19e-039.62e-0326
GO:000223718Oral cavityLPresponse to molecule of bacterial origin115/4623363/187231.42e-031.13e-02115
GO:00109551Oral cavityLPnegative regulation of protein processing15/462329/187231.55e-031.20e-0215
GO:19033181Oral cavityLPnegative regulation of protein maturation15/462329/187231.55e-031.20e-0215
GO:001095118Oral cavityLPnegative regulation of endopeptidase activity83/4623252/187231.86e-031.39e-0283
GO:007122214Oral cavityLPcellular response to lipopolysaccharide69/4623209/187233.99e-032.59e-0269
GO:190204116Oral cavityLPregulation of extrinsic apoptotic signaling pathway via death domain receptors21/462349/187234.00e-032.59e-0221
GO:0010810110Oral cavityLPregulation of cell-substrate adhesion72/4623221/187234.80e-033.03e-0272
GO:000756914Oral cavityLPcell aging46/4623132/187235.64e-033.40e-0246
GO:003158918Oral cavityLPcell-substrate adhesion111/4623363/187235.94e-033.53e-02111
GO:004580717Oral cavityLPpositive regulation of endocytosis36/4623100/187237.54e-034.16e-0236
GO:004206033Oral cavityNEOLPwound healing106/2005422/187231.93e-171.91e-14106
GO:200123334Oral cavityNEOLPregulation of apoptotic signaling pathway94/2005356/187234.19e-173.11e-1494
GO:003158932Oral cavityNEOLPcell-substrate adhesion93/2005363/187234.93e-162.93e-1393
GO:001081033Oral cavityNEOLPregulation of cell-substrate adhesion60/2005221/187235.88e-121.03e-0960
GO:000716023Oral cavityNEOLPcell-matrix adhesion62/2005233/187236.73e-121.14e-0962
GO:005254733Oral cavityNEOLPregulation of peptidase activity98/2005461/187231.77e-112.56e-0998
GO:200123433Oral cavityNEOLPnegative regulation of apoptotic signaling pathway59/2005224/187233.40e-114.59e-0959
GO:000195223Oral cavityNEOLPregulation of cell-matrix adhesion41/2005128/187235.14e-116.30e-0941
GO:200123632Oral cavityNEOLPregulation of extrinsic apoptotic signaling pathway44/2005151/187233.30e-102.97e-0844
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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
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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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