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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: NUPR2

Gene summary for NUPR2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NUPR2

Gene ID

389493

Gene namenuclear protein 2, transcriptional regulator
Gene AliasNUPR1L
Cytomap7p11.2
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

A6NF83


Top

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
389493NUPR2P4T-EHumanEsophagusESCC4.80e-048.54e-020.1323
389493NUPR2P10T-EHumanEsophagusESCC8.84e-043.95e-020.116
389493NUPR2P16T-EHumanEsophagusESCC1.84e-387.97e-010.1153
389493NUPR2P27T-EHumanEsophagusESCC7.75e-101.03e-010.1055
389493NUPR2P44T-EHumanEsophagusESCC1.66e-021.05e-010.1096
389493NUPR2P56T-EHumanEsophagusESCC2.46e-131.10e+000.1613
389493NUPR2P57T-EHumanEsophagusESCC2.09e-062.60e-010.0926
389493NUPR2P61T-EHumanEsophagusESCC1.22e-062.51e-010.099
389493NUPR2P65T-EHumanEsophagusESCC8.77e-091.24e-010.0978
389493NUPR2P74T-EHumanEsophagusESCC2.60e-112.80e-010.1479
389493NUPR2P76T-EHumanEsophagusESCC3.41e-184.32e-010.1207
389493NUPR2P79T-EHumanEsophagusESCC1.03e-429.33e-010.1154
389493NUPR2P83T-EHumanEsophagusESCC9.14e-092.73e-010.1738
389493NUPR2P130T-EHumanEsophagusESCC2.51e-225.57e-010.1676
389493NUPR2male-WTAHumanThyroidPTC1.22e-08-5.59e-020.1037
389493NUPR2PTC01HumanThyroidPTC9.51e-03-1.29e-010.1899
389493NUPR2PTC05HumanThyroidPTC1.46e-033.28e-010.2065
389493NUPR2PTC06HumanThyroidPTC5.13e-071.00e-010.2057
389493NUPR2PTC07HumanThyroidPTC4.27e-152.90e-010.2044
389493NUPR2ATC12HumanThyroidATC4.82e-02-1.57e-010.34
Page: 1 2 

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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0071496111EsophagusESCCcellular response to external stimulus215/8552320/187234.29e-152.43e-13215
GO:0031668111EsophagusESCCcellular response to extracellular stimulus168/8552246/187234.93e-132.23e-11168
GO:0031669110EsophagusESCCcellular response to nutrient levels148/8552215/187234.58e-121.76e-10148
GO:0031667111EsophagusESCCresponse to nutrient levels289/8552474/187239.25e-123.47e-10289
GO:0009267110EsophagusESCCcellular response to starvation110/8552156/187232.63e-107.37e-09110
GO:00457865EsophagusESCCnegative regulation of cell cycle236/8552385/187233.62e-109.93e-09236
GO:004259419EsophagusESCCresponse to starvation133/8552197/187234.31e-101.14e-08133
GO:0071496113ThyroidPTCcellular response to external stimulus158/5968320/187234.12e-111.47e-09158
GO:0031668113ThyroidPTCcellular response to extracellular stimulus120/5968246/187232.13e-084.91e-07120
GO:0031669112ThyroidPTCcellular response to nutrient levels106/5968215/187236.96e-081.44e-06106
GO:0042594111ThyroidPTCresponse to starvation98/5968197/187231.24e-072.41e-0698
GO:0009267112ThyroidPTCcellular response to starvation80/5968156/187233.52e-075.90e-0680
GO:0031667113ThyroidPTCresponse to nutrient levels201/5968474/187237.00e-071.10e-05201
GO:00457867ThyroidPTCnegative regulation of cell cycle166/5968385/187231.93e-062.64e-05166
GO:0071496210ThyroidATCcellular response to external stimulus165/6293320/187232.01e-117.23e-10165
GO:003166927ThyroidATCcellular response to nutrient levels112/6293215/187231.57e-083.20e-07112
GO:003166827ThyroidATCcellular response to extracellular stimulus125/6293246/187231.65e-083.31e-07125
GO:004578614ThyroidATCnegative regulation of cell cycle181/6293385/187232.64e-085.07e-07181
GO:004259424ThyroidATCresponse to starvation103/6293197/187234.59e-088.31e-07103
GO:000926724ThyroidATCcellular response to starvation85/6293156/187236.14e-081.09e-0685
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
NUPR2SNVMissense_Mutationnovelc.217G>Ap.Ala73Thrp.A73TA6NF83protein_codingtolerated(0.16)benign(0.007)TCGA-A5-AB3J-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
NUPR2SNVMissense_Mutationrs190448728c.113G>Tp.Arg38Leup.R38LA6NF83protein_codingtolerated(0.26)probably_damaging(0.96)TCGA-AP-A05O-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
Page: 1 

Top

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
Page: 1