2024
BERNN: Enhancing classification of Liquid Chromatography Mass Spectrometry data with batch effect removal neural networks
Pelletier S, Leclercq M, Roux-Dalvai F, de Geus M, Leslie S, Wang W, Lam T, Nairn A, Arnold S, Carlyle B, Precioso F, Droit A. BERNN: Enhancing classification of Liquid Chromatography Mass Spectrometry data with batch effect removal neural networks. Nature Communications 2024, 15: 3777. PMID: 38710683, PMCID: PMC11074280, DOI: 10.1038/s41467-024-48177-5.Peer-Reviewed Original ResearchConceptsLC-MS experimentsLC-MSLiquid chromatography mass spectrometry dataComplex biological samplesMass spectrometry dataLiquid chromatography mass spectrometryChromatography mass spectrometryMass spectrometrySpectrometry dataEffective removalBiological samplesExperimental conditionsBatch effect removalSample processing protocolBatch effectsSpectrometryBatch effect correction methodsCorrecting batch effectsRemoval of batch effects
2017
Proteomics data on MAP Kinase Kinase 3 knock out bone marrow derived macrophages exposed to cigarette smoke extract
Srivastava R, Mannam P, Rauniyar N, Lam TT, Luo R, Lee PJ, Srivastava A. Proteomics data on MAP Kinase Kinase 3 knock out bone marrow derived macrophages exposed to cigarette smoke extract. Data In Brief 2017, 13: 320-325. PMID: 28653025, PMCID: PMC5476452, DOI: 10.1016/j.dib.2017.05.049.Peer-Reviewed Original ResearchMAP kinase kinase 3Yale Protein Expression DatabaseKinase 3Protein Expression DatabaseAbsolute quantitation (iTRAQ) reagentsIngenuity Pathway Analysis softwarePathway Analysis softwareTotal proteomeCellular proteinsIsobaric tagsProteomic dataMAP kinaseCanonical pathwaysMolecular networksCigarette smoke extractProteome DiscovererMass spectrometry dataBone marrowExpression databaseLC-MS/MSSpectrometry dataPathwaySmoke extractPhosphoproteomeProteome
2016
SILAC based protein profiling data of MKK3 knockout mouse embryonic fibroblasts
Srivastava A, Shinn AS, Lam TT, Lee PJ, Mannam P. SILAC based protein profiling data of MKK3 knockout mouse embryonic fibroblasts. Data In Brief 2016, 7: 418-422. PMID: 26977448, PMCID: PMC4782019, DOI: 10.1016/j.dib.2016.02.034.Peer-Reviewed Original ResearchMouse embryonic fibroblastsYale Protein Expression DatabaseIngenuity Pathway AnalysisEmbryonic fibroblastsKnockout mouse embryonic fibroblastsProtein Expression DatabaseWT mouse embryonic fibroblastsQuantitative mass spectrometryWhole cell lysatesTotal proteomeIntegrated DiscoveryMAP kinasePathway analysisAltered pathwaysCell lysatesMass spectrometry dataSILACPhosphopeptide enrichmentProtein levelsExpression databaseProteinSpectrometry dataPathwayFibroblastsMass spectrometry