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: PPP2R4

Gene summary for PPP2R4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PPP2R4

Gene ID

5524

Gene nameprotein phosphatase 2 phosphatase activator
Gene AliasPP2A
Cytomap9q34.11
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

F6WIT2


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
5524PPP2R4C30HumanOral cavityOSCC8.41e-673.01e+000.3055
5524PPP2R4C38HumanOral cavityOSCC4.68e-097.29e-010.172
5524PPP2R4C43HumanOral cavityOSCC6.51e-265.09e-010.1704
5524PPP2R4C46HumanOral cavityOSCC1.99e-255.40e-010.1673
5524PPP2R4C51HumanOral cavityOSCC2.73e-251.12e+000.2674
5524PPP2R4C57HumanOral cavityOSCC6.44e-113.74e-010.1679
5524PPP2R4C06HumanOral cavityOSCC1.80e-121.91e+000.2699
5524PPP2R4C07HumanOral cavityOSCC8.60e-046.39e-010.2491
5524PPP2R4C08HumanOral cavityOSCC1.26e-285.79e-010.1919
5524PPP2R4C09HumanOral cavityOSCC6.69e-124.30e-010.1431
5524PPP2R4LN22HumanOral cavityOSCC2.10e-047.51e-010.1733
5524PPP2R4LN46HumanOral cavityOSCC8.33e-155.68e-010.1666
5524PPP2R4LP15HumanOral cavityLP4.03e-081.22e+000.2174
5524PPP2R4LP16HumanOral cavityLP2.06e-026.98e-010.1055
5524PPP2R4LP17HumanOral cavityLP1.69e-055.28e-010.2349
5524PPP2R4SYSMH1HumanOral cavityOSCC2.87e-246.23e-010.1127
5524PPP2R4SYSMH2HumanOral cavityOSCC1.32e-246.54e-010.2326
5524PPP2R4SYSMH3HumanOral cavityOSCC3.96e-287.01e-010.2442
5524PPP2R4SYSMH5HumanOral cavityOSCC5.67e-052.36e-010.0647
5524PPP2R4SYSMH6HumanOral cavityOSCC1.16e-092.86e-010.1275
Page: 1 2 3 4 5 

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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05415ColorectumADDiabetic cardiomyopathy114/2092203/84653.65e-223.06e-201.95e-20114
hsa054151ColorectumADDiabetic cardiomyopathy114/2092203/84653.65e-223.06e-201.95e-20114
hsa054152ColorectumSERDiabetic cardiomyopathy103/1580203/84651.45e-251.61e-231.17e-23103
hsa054153ColorectumSERDiabetic cardiomyopathy103/1580203/84651.45e-251.61e-231.17e-23103
hsa054154ColorectumMSSDiabetic cardiomyopathy106/1875203/84652.47e-211.62e-199.92e-20106
hsa04931ColorectumMSSInsulin resistance36/1875108/84654.74e-032.01e-021.23e-0236
hsa054155ColorectumMSSDiabetic cardiomyopathy106/1875203/84652.47e-211.62e-199.92e-20106
hsa049311ColorectumMSSInsulin resistance36/1875108/84654.74e-032.01e-021.23e-0236
hsa054156ColorectumMSI-HDiabetic cardiomyopathy57/797203/84651.15e-143.11e-132.61e-1357
hsa054157ColorectumMSI-HDiabetic cardiomyopathy57/797203/84651.15e-143.11e-132.61e-1357
hsa0541525EndometriumAEHDiabetic cardiomyopathy86/1197203/84652.62e-231.22e-218.90e-2286
hsa05415111EndometriumAEHDiabetic cardiomyopathy86/1197203/84652.62e-231.22e-218.90e-2286
hsa0541526EndometriumEECDiabetic cardiomyopathy86/1237203/84652.59e-229.46e-217.05e-2186
hsa0541535EndometriumEECDiabetic cardiomyopathy86/1237203/84652.59e-229.46e-217.05e-2186
hsa0541522LiverHCCDiabetic cardiomyopathy151/4020203/84652.72e-151.01e-135.63e-14151
hsa0541532LiverHCCDiabetic cardiomyopathy151/4020203/84652.72e-151.01e-135.63e-14151
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
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