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eUTOPIA: solUTion for Omics data PreprocessIng and Analysis

BACKGROUND: Application 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...

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Detalles Bibliográficos
Autores principales: Marwah, Veer Singh, Scala, Giovanni, Kinaret, Pia Anneli Sofia, Serra, Angela, Alenius, Harri, Fortino, Vittorio, Greco, Dario
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6352382/
https://www.ncbi.nlm.nih.gov/pubmed/30728855
http://dx.doi.org/10.1186/s13029-019-0071-7
Descripción
Sumario:BACKGROUND: Application 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. RESULTS: We 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. CONCLUSIONS: eUTOPIA allows researchers to perform preprocessing and analysis of microarray data via a simple and intuitive graphical interface while using state of the art methods. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13029-019-0071-7) contains supplementary material, which is available to authorized users.