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beadplexr: reproducible and automated analysis of multiplex bead assays

Multiplex bead assays are an extension of the commonly used sandwich ELISA. The advantage over ELISA is that they make simultaneous evaluation of several analytes possible. Several commercial assay systems, where the beads are acquired on a standard flow cytometer, exist. These assay systems come wi...

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Detalles Bibliográficos
Autores principales: Stervbo, Ulrik, Westhoff, Timm H., Babel, Nina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6241392/
https://www.ncbi.nlm.nih.gov/pubmed/30479885
http://dx.doi.org/10.7717/peerj.5794
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author Stervbo, Ulrik
Westhoff, Timm H.
Babel, Nina
author_facet Stervbo, Ulrik
Westhoff, Timm H.
Babel, Nina
author_sort Stervbo, Ulrik
collection PubMed
description Multiplex bead assays are an extension of the commonly used sandwich ELISA. The advantage over ELISA is that they make simultaneous evaluation of several analytes possible. Several commercial assay systems, where the beads are acquired on a standard flow cytometer, exist. These assay systems come with their own software tool for analysis and evaluation of the concentration of the analyzed analytes. However, these tools are either tied to particular commercial software or impose other limitations to their licenses, such as the number of events which can be analyzed. In addition, all these solutions are ‘point and click’ which potentially obscures the steps taken in the analysis. Here we present beadplexer, an open-source R-package for the reproducible analysis of multiplex bead assay data. The package makes it possible to automatically identify bead clusters, and provides functionality to easily fit a standard curve and calculate the concentrations of the analyzed analytes. beadplexer is available from CRAN and from https://gitlab.com/ustervbo/beadplexr.
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spelling pubmed-62413922018-11-26 beadplexr: reproducible and automated analysis of multiplex bead assays Stervbo, Ulrik Westhoff, Timm H. Babel, Nina PeerJ Immunology Multiplex bead assays are an extension of the commonly used sandwich ELISA. The advantage over ELISA is that they make simultaneous evaluation of several analytes possible. Several commercial assay systems, where the beads are acquired on a standard flow cytometer, exist. These assay systems come with their own software tool for analysis and evaluation of the concentration of the analyzed analytes. However, these tools are either tied to particular commercial software or impose other limitations to their licenses, such as the number of events which can be analyzed. In addition, all these solutions are ‘point and click’ which potentially obscures the steps taken in the analysis. Here we present beadplexer, an open-source R-package for the reproducible analysis of multiplex bead assay data. The package makes it possible to automatically identify bead clusters, and provides functionality to easily fit a standard curve and calculate the concentrations of the analyzed analytes. beadplexer is available from CRAN and from https://gitlab.com/ustervbo/beadplexr. PeerJ Inc. 2018-11-16 /pmc/articles/PMC6241392/ /pubmed/30479885 http://dx.doi.org/10.7717/peerj.5794 Text en ©2018 Stervbo et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Immunology
Stervbo, Ulrik
Westhoff, Timm H.
Babel, Nina
beadplexr: reproducible and automated analysis of multiplex bead assays
title beadplexr: reproducible and automated analysis of multiplex bead assays
title_full beadplexr: reproducible and automated analysis of multiplex bead assays
title_fullStr beadplexr: reproducible and automated analysis of multiplex bead assays
title_full_unstemmed beadplexr: reproducible and automated analysis of multiplex bead assays
title_short beadplexr: reproducible and automated analysis of multiplex bead assays
title_sort beadplexr: reproducible and automated analysis of multiplex bead assays
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6241392/
https://www.ncbi.nlm.nih.gov/pubmed/30479885
http://dx.doi.org/10.7717/peerj.5794
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