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: NPM2

Gene summary for NPM2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NPM2

Gene ID

10361

Gene namenucleophosmin/nucleoplasmin 2
Gene AliasNPM2
Cytomap8p21.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q86SE8


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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
10361NPM2LZE24THumanEsophagusESCC1.24e-256.38e-010.0596
10361NPM2P8T-EHumanEsophagusESCC2.56e-092.46e-010.0889
10361NPM2P9T-EHumanEsophagusESCC1.09e-132.75e-010.1131
10361NPM2P10T-EHumanEsophagusESCC2.37e-131.75e-010.116
10361NPM2P12T-EHumanEsophagusESCC3.44e-021.11e-010.1122
10361NPM2P16T-EHumanEsophagusESCC3.94e-025.65e-020.1153
10361NPM2P20T-EHumanEsophagusESCC5.73e-038.65e-020.1124
10361NPM2P23T-EHumanEsophagusESCC3.36e-039.72e-020.108
10361NPM2P26T-EHumanEsophagusESCC3.42e-092.08e-010.1276
10361NPM2P27T-EHumanEsophagusESCC5.59e-079.20e-020.1055
10361NPM2P28T-EHumanEsophagusESCC5.51e-041.46e-010.1149
10361NPM2P30T-EHumanEsophagusESCC4.84e-021.26e-010.137
10361NPM2P31T-EHumanEsophagusESCC1.09e-021.00e-010.1251
10361NPM2P36T-EHumanEsophagusESCC5.72e-041.17e-010.1187
10361NPM2P48T-EHumanEsophagusESCC3.09e-108.87e-020.0959
10361NPM2P61T-EHumanEsophagusESCC3.11e-122.70e-010.099
10361NPM2P74T-EHumanEsophagusESCC4.95e-143.27e-010.1479
10361NPM2P75T-EHumanEsophagusESCC1.50e-051.16e-010.1125
10361NPM2P76T-EHumanEsophagusESCC5.56e-081.98e-010.1207
10361NPM2P89T-EHumanEsophagusESCC4.86e-053.24e-010.1752
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
∗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
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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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