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:0007568110SkinSCCISaging41/919339/187239.54e-081.29e-0541
GO:009752916SkinSCCISmyeloid leukocyte migration31/919220/187231.20e-071.52e-0531
GO:0007160110SkinSCCIScell-matrix adhesion32/919233/187231.38e-071.70e-0532
GO:004001315SkinSCCISnegative regulation of locomotion44/919391/187232.61e-072.61e-0544
GO:2001236112SkinSCCISregulation of extrinsic apoptotic signaling pathway24/919151/187233.42e-073.03e-0524
GO:005092114SkinSCCISpositive regulation of chemotaxis23/919141/187233.72e-073.23e-0523
GO:0010810111SkinSCCISregulation of cell-substrate adhesion30/919221/187234.35e-073.67e-0530
GO:000268517SkinSCCISregulation of leukocyte migration29/919210/187234.69e-073.77e-0529
GO:2001234112SkinSCCISnegative regulation of apoptotic signaling pathway30/919224/187235.83e-074.62e-0530
GO:0045861112SkinSCCISnegative regulation of proteolysis40/919351/187236.58e-075.13e-0540
GO:000268717SkinSCCISpositive regulation of leukocyte migration22/919135/187236.75e-075.19e-0522
GO:000716217SkinSCCISnegative regulation of cell adhesion36/919303/187238.82e-076.24e-0536
GO:200014616SkinSCCISnegative regulation of cell motility40/919359/187231.17e-067.78e-0540
GO:003362714SkinSCCIScell adhesion mediated by integrin15/91972/187231.73e-069.54e-0515
GO:005127116SkinSCCISnegative regulation of cellular component movement40/919367/187232.04e-061.09e-0440
GO:006104119SkinSCCISregulation of wound healing21/919134/187232.31e-061.17e-0421
GO:190204119SkinSCCISregulation of extrinsic apoptotic signaling pathway via death domain receptors12/91949/187233.12e-061.49e-0412
GO:0052547112SkinSCCISregulation of peptidase activity46/919461/187234.09e-061.82e-0446
GO:000195219SkinSCCISregulation of cell-matrix adhesion20/919128/187234.19e-061.82e-0420
GO:003033615SkinSCCISnegative regulation of cell migration37/919344/187236.66e-062.64e-0437
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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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