eUTOPIA : solUTion for Omics data PreprocessIng and Analysis

Show simple item record Marwah, Veer Singh Scala, Giovanni Kinaret, Pia Anneli Sofia Serra, Angela Alenius, Harri Fortino, Vittorio Greco, Dario 2019-08-29T12:36:01Z 2019-08-29T12:36:01Z 2019-01-29
dc.identifier.citation Marwah , V S , Scala , G , Kinaret , P A S , Serra , A , Alenius , H , Fortino , V & Greco , D 2019 , ' eUTOPIA : solUTion for Omics data PreprocessIng and Analysis ' , Source Code for Biology and Medicine , vol. 14 , 1 .
dc.identifier.other PURE: 126369254
dc.identifier.other PURE UUID: 5f8fafc8-e309-4aa2-a5a4-565ec5385c5d
dc.identifier.other RIS: urn:89A83796E093DF40CDBFD036FB97E273
dc.identifier.other RIS: Marwah2019
dc.identifier.other WOS: 000457229300001
dc.identifier.other ORCID: /0000-0001-9195-9003/work/61109360
dc.identifier.other ORCID: /0000-0002-3312-5331/work/61111029
dc.description.abstract BackgroundApplication of microarrays in omics technologies enables quantification of many biomolecules simultaneously. It is widely applied to observe the positive or negative effect on biomolecule activity in perturbed versus the steady state by quantitative comparison. Community resources, such as Bioconductor and CRAN, host tools based on R language that have become standard for high-throughput analytics. However, application of these tools is technically challenging for generic users and require specific computational skills. There is a need for intuitive and easy-to-use platform to process omics data, visualize, and interpret results.ResultsWe propose an integrated software solution, eUTOPIA, that implements a set of essential processing steps as a guided workflow presented to the user as an R Shiny application.ConclusionseUTOPIA allows researchers to perform preprocessing and analysis of microarray data via a simple and intuitive graphical interface while using state of the art methods. en
dc.format.extent 12
dc.language.iso eng
dc.relation.ispartof Source Code for Biology and Medicine
dc.rights cc_by
dc.rights.uri info:eu-repo/semantics/openAccess
dc.subject 1182 Biochemistry, cell and molecular biology
dc.subject 113 Computer and information sciences
dc.subject Transcriptomics analysis
dc.subject Microarray
dc.subject Gene expression
dc.subject R shiny
dc.subject PACKAGE
dc.title eUTOPIA : solUTion for Omics data PreprocessIng and Analysis en
dc.type Article
dc.contributor.organization Institute of Biotechnology
dc.contributor.organization Department of Bacteriology and Immunology
dc.contributor.organization HUMI - Human Microbiome Research
dc.contributor.organization Research Programs Unit
dc.contributor.organization University Management
dc.description.reviewstatus Peer reviewed
dc.relation.issn 1751-0473
dc.rights.accesslevel openAccess
dc.type.version publishedVersion

Files in this item

Total number of downloads: Loading...

Files Size Format View
10.1186_s13029_019_0071_7.pdf 4.107Mb PDF View/Open

This item appears in the following Collection(s)

Show simple item record