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: PLA2R1

Gene summary for PLA2R1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLA2R1

Gene ID

22925

Gene namephospholipase A2 receptor 1
Gene AliasCLEC13C
Cytomap2q24.2
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

Q13018


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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
22925PLA2R1LZE4THumanEsophagusESCC1.11e-238.71e-010.0811
22925PLA2R1LZE22THumanEsophagusESCC1.59e-021.93e-010.068
22925PLA2R1P1T-EHumanEsophagusESCC2.47e-021.26e-010.0875
22925PLA2R1P2T-EHumanEsophagusESCC1.21e-022.71e-020.1177
22925PLA2R1P4T-EHumanEsophagusESCC1.60e-102.57e-010.1323
22925PLA2R1P5T-EHumanEsophagusESCC3.73e-035.18e-020.1327
22925PLA2R1P8T-EHumanEsophagusESCC3.49e-061.36e-010.0889
22925PLA2R1P9T-EHumanEsophagusESCC2.75e-047.71e-020.1131
22925PLA2R1P10T-EHumanEsophagusESCC3.67e-051.63e-010.116
22925PLA2R1P11T-EHumanEsophagusESCC9.31e-116.58e-010.1426
22925PLA2R1P12T-EHumanEsophagusESCC2.69e-286.38e-010.1122
22925PLA2R1P15T-EHumanEsophagusESCC9.43e-174.90e-010.1149
22925PLA2R1P16T-EHumanEsophagusESCC6.09e-069.47e-020.1153
22925PLA2R1P17T-EHumanEsophagusESCC4.68e-022.11e-010.1278
22925PLA2R1P20T-EHumanEsophagusESCC6.95e-192.61e-010.1124
22925PLA2R1P21T-EHumanEsophagusESCC1.36e-132.07e-010.1617
22925PLA2R1P22T-EHumanEsophagusESCC2.62e-111.43e-010.1236
22925PLA2R1P23T-EHumanEsophagusESCC2.67e-052.91e-010.108
22925PLA2R1P24T-EHumanEsophagusESCC2.11e-114.41e-020.1287
22925PLA2R1P26T-EHumanEsophagusESCC6.41e-254.89e-010.1276
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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.

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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:0006979111EsophagusESCCresponse to oxidative stress303/8552446/187237.15e-221.30e-19303
GO:0062197111EsophagusESCCcellular response to chemical stress234/8552337/187235.37e-195.97e-17234
GO:0034599111EsophagusESCCcellular response to oxidative stress197/8552288/187233.76e-152.15e-13197
GO:0072331111EsophagusESCCsignal transduction by p53 class mediator121/8552163/187239.61e-144.69e-12121
GO:2001020110EsophagusESCCregulation of response to DNA damage stimulus145/8552219/187235.97e-101.50e-08145
GO:004277014EsophagusESCCsignal transduction in response to DNA damage117/8552172/187232.38e-095.32e-08117
GO:1901796111EsophagusESCCregulation of signal transduction by p53 class mediator70/855293/187235.69e-091.18e-0770
GO:000756820EsophagusESCCaging201/8552339/187232.64e-073.94e-06201
GO:0030330110EsophagusESCCDNA damage response, signal transduction by p53 class mediator53/855272/187231.34e-061.63e-0553
GO:20010228EsophagusESCCpositive regulation of response to DNA damage stimulus69/8552105/187232.66e-052.22e-0469
GO:000689818EsophagusESCCreceptor-mediated endocytosis142/8552244/187235.22e-054.05e-04142
GO:0051346110EsophagusESCCnegative regulation of hydrolase activity208/8552379/187231.76e-041.14e-03208
GO:007259318EsophagusESCCreactive oxygen species metabolic process137/8552239/187231.82e-041.16e-03137
GO:00075699EsophagusESCCcell aging81/8552132/187232.00e-041.27e-0381
GO:000181916EsophagusESCCpositive regulation of cytokine production244/8552467/187232.29e-031.01e-02244
GO:1901798111EsophagusESCCpositive regulation of signal transduction by p53 class mediator18/855225/187237.04e-032.56e-0218
GO:004351615EsophagusESCCregulation of DNA damage response, signal transduction by p53 class mediator23/855234/187238.06e-032.86e-0223
GO:00903984EsophagusESCCcellular senescence54/855293/187231.08e-023.67e-0254
GO:19040197EsophagusESCCepithelial cell apoptotic process68/8552121/187231.27e-024.21e-0268
GO:000697930ThyroidHTresponse to oxidative stress81/1272446/187232.53e-161.17e-1381
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414530EsophagusESCCPhagosome100/4205152/84653.81e-051.72e-048.82e-05100
hsa051527EsophagusESCCTuberculosis111/4205180/84657.14e-042.32e-031.19e-03111
hsa04145114EsophagusESCCPhagosome100/4205152/84653.81e-051.72e-048.82e-05100
hsa0515212EsophagusESCCTuberculosis111/4205180/84657.14e-042.32e-031.19e-03111
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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
PLA2R1SNVMissense_Mutationc.2424N>Ap.Phe808Leup.F808LQ13018protein_codingtolerated(0.81)benign(0.003)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
PLA2R1SNVMissense_Mutationnovelc.3556N>Cp.Asp1186Hisp.D1186HQ13018protein_codingdeleterious(0.03)possibly_damaging(0.866)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PLA2R1SNVMissense_Mutationnovelc.3794N>Ap.Ser1265Tyrp.S1265YQ13018protein_codingdeleterious(0)probably_damaging(0.972)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLA2R1SNVMissense_Mutationrs757654265c.1487N>Tp.Arg496Ilep.R496IQ13018protein_codingtolerated(0.07)benign(0.049)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLA2R1SNVMissense_Mutationrs762241008c.1826N>Cp.His609Prop.H609PQ13018protein_codingdeleterious(0)possibly_damaging(0.765)TCGA-BH-A0BS-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinCR
PLA2R1SNVMissense_Mutationc.938N>Gp.Tyr313Cysp.Y313CQ13018protein_codingdeleterious(0.01)possibly_damaging(0.907)TCGA-BH-A0HX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadrimycinSD
PLA2R1SNVMissense_Mutationc.2059N>Gp.Leu687Valp.L687VQ13018protein_codingdeleterious(0)probably_damaging(0.996)TCGA-BH-A18V-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PLA2R1SNVMissense_Mutationnovelc.3919N>Cp.Gly1307Argp.G1307RQ13018protein_codingtolerated(0.19)benign(0.027)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
PLA2R1SNVMissense_Mutationrs756774429c.1942N>Ap.Glu648Lysp.E648KQ13018protein_codingtolerated(0.78)benign(0)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
PLA2R1SNVMissense_Mutationc.2728C>Gp.Gln910Glup.Q910EQ13018protein_codingtolerated(0.35)benign(0.007)TCGA-EW-A1PB-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
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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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