2018
Metaviz: interactive statistical and visual analysis of metagenomic data
Wagner J, Chelaru F, Kancherla J, Paulson J, Zhang A, Felix V, Mahurkar A, Elmqvist N, Bravo H. Metaviz: interactive statistical and visual analysis of metagenomic data. Nucleic Acids Research 2018, 46: gky136-. PMID: 29529268, PMCID: PMC5887897, DOI: 10.1093/nar/gky136.Peer-Reviewed Original ResearchConceptsWeb servicesInteractive exploratory data analysisMetagenomic shotgun sequencingState-of-the-artState-of-the-art analysis toolsMetagenomic samplesShotgun sequencingUser navigationMicrobial communitiesCommunity profilesData featuresData valuesDisease phenotypeMarker genesMetavizUsersData resourcesProcess dataVisual analysisAnalysis toolsHierarchical structureSignificant effortBioconductorMetagenomicsMicrobiome
2016
Privacy-preserving microbiome analysis using secure computation
Wagner J, Paulson J, Wang X, Bhattacharjee B, Corrada Bravo H. Privacy-preserving microbiome analysis using secure computation. Bioinformatics 2016, 32: 1873-1879. PMID: 26873931, PMCID: PMC4908319, DOI: 10.1093/bioinformatics/btw073.Peer-Reviewed Original ResearchConceptsDNA of micro-organismsMicrobiome research communityPrivacy concernsSensitive attributesResearch participant dataFeature countsSharing dataSupplementary dataMetagenomic analysisResearch datasetsMicrobiome sequencingSequencing studiesMicrobial DNAHuman DNAResearch communityMicrobiome analysisMicrobiomeDNAAnalysis toolsDatasetComputerMicro-organismsBioinformaticsImplementationIndividual collections