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PoDCall: positive droplet calling and normalization of droplet digital PCR DNA methylation data

MOTIVATION: Droplet digital PCR (ddPCR) holds great promises for investigating DNA methylation with high sensitivity. Yet, the lack of methods for analyzing ddPCR DNA methylation data has resulted in users processing the data manually at the expense of standardization. RESULTS: PoDCall is an R packa...

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Autores principales: Jeanmougin, Marine, Brodal, Hans Petter, Dietrichson Pharo, Heidi, Vedeld, Hege Marie, Lind, Guro Elisabeth
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825742/
https://www.ncbi.nlm.nih.gov/pubmed/36448696
http://dx.doi.org/10.1093/bioinformatics/btac766
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author Jeanmougin, Marine
Brodal, Hans Petter
Dietrichson Pharo, Heidi
Vedeld, Hege Marie
Lind, Guro Elisabeth
author_facet Jeanmougin, Marine
Brodal, Hans Petter
Dietrichson Pharo, Heidi
Vedeld, Hege Marie
Lind, Guro Elisabeth
author_sort Jeanmougin, Marine
collection PubMed
description MOTIVATION: Droplet digital PCR (ddPCR) holds great promises for investigating DNA methylation with high sensitivity. Yet, the lack of methods for analyzing ddPCR DNA methylation data has resulted in users processing the data manually at the expense of standardization. RESULTS: PoDCall is an R package performing automated calling of positive droplets, quantification and normalization of methylation levels in ddPCR experiments. A Shiny application provides users with an intuitive and interactive interface to access PoDCall functionalities. AVAILABILITY AND IMPLEMENTATION: The PoDCall R package is freely available on Bioconductor at https://bioconductor.org/packages/PoDCall/. The Shiny application can be executed from the R console using the wrapper function PoDCall::podcallShiny(). SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-98257422023-01-10 PoDCall: positive droplet calling and normalization of droplet digital PCR DNA methylation data Jeanmougin, Marine Brodal, Hans Petter Dietrichson Pharo, Heidi Vedeld, Hege Marie Lind, Guro Elisabeth Bioinformatics Applications Note MOTIVATION: Droplet digital PCR (ddPCR) holds great promises for investigating DNA methylation with high sensitivity. Yet, the lack of methods for analyzing ddPCR DNA methylation data has resulted in users processing the data manually at the expense of standardization. RESULTS: PoDCall is an R package performing automated calling of positive droplets, quantification and normalization of methylation levels in ddPCR experiments. A Shiny application provides users with an intuitive and interactive interface to access PoDCall functionalities. AVAILABILITY AND IMPLEMENTATION: The PoDCall R package is freely available on Bioconductor at https://bioconductor.org/packages/PoDCall/. The Shiny application can be executed from the R console using the wrapper function PoDCall::podcallShiny(). SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2022-11-30 /pmc/articles/PMC9825742/ /pubmed/36448696 http://dx.doi.org/10.1093/bioinformatics/btac766 Text en © The Author(s) 2022. 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
Jeanmougin, Marine
Brodal, Hans Petter
Dietrichson Pharo, Heidi
Vedeld, Hege Marie
Lind, Guro Elisabeth
PoDCall: positive droplet calling and normalization of droplet digital PCR DNA methylation data
title PoDCall: positive droplet calling and normalization of droplet digital PCR DNA methylation data
title_full PoDCall: positive droplet calling and normalization of droplet digital PCR DNA methylation data
title_fullStr PoDCall: positive droplet calling and normalization of droplet digital PCR DNA methylation data
title_full_unstemmed PoDCall: positive droplet calling and normalization of droplet digital PCR DNA methylation data
title_short PoDCall: positive droplet calling and normalization of droplet digital PCR DNA methylation data
title_sort podcall: positive droplet calling and normalization of droplet digital pcr dna methylation data
topic Applications Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825742/
https://www.ncbi.nlm.nih.gov/pubmed/36448696
http://dx.doi.org/10.1093/bioinformatics/btac766
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