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:0072331113ThyroidPTCsignal transduction by p53 class mediator92/5968163/187237.29e-112.54e-0992
GO:2001020112ThyroidPTCregulation of response to DNA damage stimulus113/5968219/187239.37e-102.77e-08113
GO:1901796113ThyroidPTCregulation of signal transduction by p53 class mediator58/596893/187231.38e-093.95e-0858
GO:0007568111ThyroidPTCaging153/5968339/187231.80e-073.34e-06153
GO:000756917ThyroidPTCcell aging68/5968132/187232.09e-062.84e-0568
GO:0006898110ThyroidPTCreceptor-mediated endocytosis112/5968244/187232.87e-063.74e-05112
GO:0072593110ThyroidPTCreactive oxygen species metabolic process108/5968239/187231.02e-051.13e-04108
GO:004277010ThyroidPTCsignal transduction in response to DNA damage81/5968172/187232.07e-052.08e-0481
GO:1901798113ThyroidPTCpositive regulation of signal transduction by p53 class mediator18/596825/187234.48e-054.05e-0418
GO:20010229ThyroidPTCpositive regulation of response to DNA damage stimulus53/5968105/187235.51e-054.89e-0453
GO:00903986ThyroidPTCcellular senescence47/596893/187231.37e-041.07e-0347
GO:0030330112ThyroidPTCDNA damage response, signal transduction by p53 class mediator38/596872/187231.85e-041.40e-0338
GO:004351617ThyroidPTCregulation of DNA damage response, signal transduction by p53 class mediator19/596834/187233.21e-031.57e-0219
GO:0051346112ThyroidPTCnegative regulation of hydrolase activity146/5968379/187233.33e-031.62e-02146
GO:00510518ThyroidPTCnegative regulation of transport176/5968470/187235.44e-032.49e-02176
GO:190401913ThyroidPTCepithelial cell apoptotic process52/5968121/187236.56e-032.86e-0252
GO:000697934ThyroidATCresponse to oxidative stress246/6293446/187232.98e-216.09e-19246
GO:006219734ThyroidATCcellular response to chemical stress188/6293337/187233.16e-173.07e-15188
GO:007233135ThyroidATCsignal transduction by p53 class mediator102/6293163/187233.16e-141.75e-12102
GO:003459934ThyroidATCcellular response to oxidative stress158/6293288/187237.35e-143.94e-12158
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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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