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: PLA2G12B

Gene summary for PLA2G12B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLA2G12B

Gene ID

84647

Gene namephospholipase A2 group XIIB
Gene AliasFKSG71
Cytomap10q22.1
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

Q9BX93


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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
84647PLA2G12BHCC1_MengHumanLiverHCC2.95e-532.05e-010.0246
84647PLA2G12BHCC2HumanLiverHCC9.69e-052.74e+000.5341
84647PLA2G12BS014HumanLiverHCC2.44e-281.12e+000.2254
84647PLA2G12BS015HumanLiverHCC5.64e-271.41e+000.2375
84647PLA2G12BS016HumanLiverHCC4.45e-311.19e+000.2243
84647PLA2G12BS027HumanLiverHCC3.85e-023.66e-010.2446
84647PLA2G12BS028HumanLiverHCC3.88e-104.88e-010.2503
84647PLA2G12BS029HumanLiverHCC7.72e-157.94e-010.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
∗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:00066444LiverHCCphospholipid metabolic process214/7958383/187237.25e-081.48e-06214
GO:00550882LiverHCClipid homeostasis103/7958167/187234.27e-077.18e-06103
GO:001604221LiverHCClipid catabolic process175/7958320/187236.50e-067.88e-05175
GO:001087621LiverHCClipid localization228/7958448/187231.80e-041.41e-03228
GO:005509221LiverHCCsterol homeostasis59/795897/187232.06e-041.58e-0359
GO:004263221LiverHCCcholesterol homeostasis58/795896/187232.99e-042.13e-0358
GO:000686921LiverHCClipid transport198/7958398/187231.92e-039.78e-03198
GO:00550902LiverHCCacylglycerol homeostasis27/795842/187233.60e-031.60e-0227
GO:00703282LiverHCCtriglyceride homeostasis27/795842/187233.60e-031.60e-0227
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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
PLA2G12BSNVMissense_Mutationc.121N>Ap.Gly41Argp.G41RQ9BX93protein_codingdeleterious(0.02)possibly_damaging(0.832)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLA2G12BSNVMissense_Mutationnovelc.534G>Ap.Met178Ilep.M178IQ9BX93protein_codingdeleterious(0.01)probably_damaging(0.992)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PLA2G12BSNVMissense_Mutationc.565G>Cp.Glu189Glnp.E189QQ9BX93protein_codingtolerated(0.43)probably_damaging(0.958)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PLA2G12BSNVMissense_Mutationc.505N>Ap.Val169Metp.V169MQ9BX93protein_codingdeleterious(0)probably_damaging(0.968)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
PLA2G12BSNVMissense_Mutationnovelc.143N>Tp.Ser48Ilep.S48IQ9BX93protein_codingtolerated(0.06)possibly_damaging(0.478)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PLA2G12BSNVMissense_Mutationc.329N>Cp.Lys110Thrp.K110TQ9BX93protein_codingdeleterious(0)probably_damaging(0.967)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PLA2G12BSNVMissense_Mutationrs375272873c.436N>Tp.Arg146Trpp.R146WQ9BX93protein_codingdeleterious(0)probably_damaging(0.932)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
PLA2G12BSNVMissense_Mutationnovelc.377N>Cp.Lys126Thrp.K126TQ9BX93protein_codingdeleterious(0.03)probably_damaging(1)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PLA2G12BSNVMissense_Mutationrs376569180c.119G>Ap.Arg40Glnp.R40QQ9BX93protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-BG-A0MQ-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PLA2G12BSNVMissense_Mutationrs745439702c.262T>Cp.Cys88Argp.C88RQ9BX93protein_codingdeleterious(0)possibly_damaging(0.88)TCGA-EY-A1G8-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
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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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