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:000756917ThyroidPTCcell aging68/5968132/187232.09e-062.84e-0568
GO:0006898110ThyroidPTCreceptor-mediated endocytosis112/5968244/187232.87e-063.74e-05112
GO:0052547113ThyroidPTCregulation of peptidase activity191/5968461/187237.82e-069.02e-05191
GO:2001237113ThyroidPTCnegative regulation of extrinsic apoptotic signaling pathway51/596897/187231.83e-051.88e-0451
GO:004825918ThyroidPTCregulation of receptor-mediated endocytosis55/5968110/187235.64e-054.99e-0455
GO:190204120ThyroidPTCregulation of extrinsic apoptotic signaling pathway via death domain receptors29/596849/187237.32e-056.31e-0429
GO:004826017ThyroidPTCpositive regulation of receptor-mediated endocytosis30/596852/187231.06e-048.56e-0430
GO:0052548113ThyroidPTCregulation of endopeptidase activity174/5968432/187231.20e-049.55e-04174
GO:00164859ThyroidPTCprotein processing95/5968225/187236.60e-044.15e-0395
GO:003210316ThyroidPTCpositive regulation of response to external stimulus167/5968427/187238.31e-045.13e-03167
GO:005092115ThyroidPTCpositive regulation of chemotaxis62/5968141/187231.67e-039.16e-0362
GO:001481212ThyroidPTCmuscle cell migration50/5968110/187231.93e-031.04e-0250
GO:0051346112ThyroidPTCnegative regulation of hydrolase activity146/5968379/187233.33e-031.62e-02146
GO:0045861113ThyroidPTCnegative regulation of proteolysis136/5968351/187233.54e-031.71e-02136
GO:00149095ThyroidPTCsmooth muscle cell migration44/596897/187233.65e-031.76e-0244
GO:004576612ThyroidPTCpositive regulation of angiogenesis75/5968181/187234.09e-031.95e-0275
GO:190401812ThyroidPTCpositive regulation of vasculature development75/5968181/187234.09e-031.95e-0275
GO:000269015ThyroidPTCpositive regulation of leukocyte chemotaxis42/596894/187236.16e-032.74e-0242
GO:00107554ThyroidPTCregulation of plasminogen activation9/596813/187236.33e-032.79e-029
GO:190401913ThyroidPTCepithelial cell apoptotic process52/5968121/187236.56e-032.86e-0252
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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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