6533b7d3fe1ef96bd1260a43

RESEARCH PRODUCT

iSEE: Interactive SummarizedExperiment Explorer

Federico MariniKevin Rue-albrechtAaron T. L. LunCharlotte SonesonCharlotte Soneson

subject

0301 basic medicineBioconductorcomputer.software_genreGeneral Biochemistry Genetics and Molecular BiologyBioconductor03 medical and health sciencestranscriptomicsproteomicsCode trackinggenomicsinteractiveGeneral Pharmacology Toxicology and PharmaceuticsInteractive visualizationvisualizationBiological dataGeneral Immunology and MicrobiologySoftware Tool ArticleshinyRGeneral MedicineArticlesSoftware packageObject (computer science)Visualization030104 developmental biologyData miningVisual interfacecomputer

description

Data exploration is critical to the comprehension of large biological data sets generated by high-throughput assays such as sequencing. However, most existing tools for interactive visualisation are limited to specific assays or analyses. Here, we present the iSEE (Interactive SummarizedExperiment Explorer) software package, which provides a general visual interface for exploring data in a SummarizedExperiment object. iSEE is directly compatible with many existing R/Bioconductor packages for analysing high-throughput biological data, and provides useful features such as simultaneous examination of (meta)data and analysis results, dynamic linking between plots and code tracking for reproducibility. We demonstrate the utility and flexibility of iSEE by applying it to explore a range of real transcriptomics and proteomics data sets.

10.12688/f1000research.14966.1http://ora.ox.ac.uk/objects/uuid: