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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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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. |
format | Online Article Text |
id | pubmed-9825742 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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