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Digital PCR cluster predictor: a universal R-package and shiny app for the automated analysis of multiplex digital PCR data

Digital polymerase chain reaction (dPCR) is an emerging technology that enables accurate and sensitive quantification of nucleic acids. Most available dPCR systems have two channel optics, with ad hoc software limited to the analysis of single and duplex assays. Although multiplexing strategies were...

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Detalles Bibliográficos
Autores principales: De Falco, Alfonso, Olinger, Christophe M, Klink, Barbara, Mittelbronn, Michel, Stieber, Daniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10168580/
https://www.ncbi.nlm.nih.gov/pubmed/37086434
http://dx.doi.org/10.1093/bioinformatics/btad282
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author De Falco, Alfonso
Olinger, Christophe M
Klink, Barbara
Mittelbronn, Michel
Stieber, Daniel
author_facet De Falco, Alfonso
Olinger, Christophe M
Klink, Barbara
Mittelbronn, Michel
Stieber, Daniel
author_sort De Falco, Alfonso
collection PubMed
description Digital polymerase chain reaction (dPCR) is an emerging technology that enables accurate and sensitive quantification of nucleic acids. Most available dPCR systems have two channel optics, with ad hoc software limited to the analysis of single and duplex assays. Although multiplexing strategies were developed, variable assay designs, dPCR systems, and the analysis of low DNA input data restricted the ability for a universal automated clustering approach. To overcome these issues, we developed dPCR Cluster Predictor (dPCP), an R package and a Shiny app for automated analysis of up to 4-plex dPCR data. dPCP can analyse and visualize data generated by multiple dPCR systems carrying out accurate and fast clustering not influenced by the amount and integrity of input of nucleic acids. With the companion Shiny app, the functionalities of dPCP can be accessed through a web browser.
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spelling pubmed-101685802023-05-10 Digital PCR cluster predictor: a universal R-package and shiny app for the automated analysis of multiplex digital PCR data De Falco, Alfonso Olinger, Christophe M Klink, Barbara Mittelbronn, Michel Stieber, Daniel Bioinformatics Applications Note Digital polymerase chain reaction (dPCR) is an emerging technology that enables accurate and sensitive quantification of nucleic acids. Most available dPCR systems have two channel optics, with ad hoc software limited to the analysis of single and duplex assays. Although multiplexing strategies were developed, variable assay designs, dPCR systems, and the analysis of low DNA input data restricted the ability for a universal automated clustering approach. To overcome these issues, we developed dPCR Cluster Predictor (dPCP), an R package and a Shiny app for automated analysis of up to 4-plex dPCR data. dPCP can analyse and visualize data generated by multiple dPCR systems carrying out accurate and fast clustering not influenced by the amount and integrity of input of nucleic acids. With the companion Shiny app, the functionalities of dPCP can be accessed through a web browser. Oxford University Press 2023-04-22 /pmc/articles/PMC10168580/ /pubmed/37086434 http://dx.doi.org/10.1093/bioinformatics/btad282 Text en © The Author(s) 2023. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Note
De Falco, Alfonso
Olinger, Christophe M
Klink, Barbara
Mittelbronn, Michel
Stieber, Daniel
Digital PCR cluster predictor: a universal R-package and shiny app for the automated analysis of multiplex digital PCR data
title Digital PCR cluster predictor: a universal R-package and shiny app for the automated analysis of multiplex digital PCR data
title_full Digital PCR cluster predictor: a universal R-package and shiny app for the automated analysis of multiplex digital PCR data
title_fullStr Digital PCR cluster predictor: a universal R-package and shiny app for the automated analysis of multiplex digital PCR data
title_full_unstemmed Digital PCR cluster predictor: a universal R-package and shiny app for the automated analysis of multiplex digital PCR data
title_short Digital PCR cluster predictor: a universal R-package and shiny app for the automated analysis of multiplex digital PCR data
title_sort digital pcr cluster predictor: a universal r-package and shiny app for the automated analysis of multiplex digital pcr data
topic Applications Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10168580/
https://www.ncbi.nlm.nih.gov/pubmed/37086434
http://dx.doi.org/10.1093/bioinformatics/btad282
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