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flowPloidy: An R package for genome size and ploidy assessment of flow cytometry data

PREMISE OF THE STUDY: Despite advantages in terms of reproducibility, histogram analysis based on nonlinear regression is rarely used in genome size assessments in plant biology. This is due in part to the lack of a freely available program to implement the procedure. We have developed such a progra...

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Detalles Bibliográficos
Autores principales: Smith, Tyler William, Kron, Paul, Martin, Sara L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6055564/
https://www.ncbi.nlm.nih.gov/pubmed/30131906
http://dx.doi.org/10.1002/aps3.1164
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author Smith, Tyler William
Kron, Paul
Martin, Sara L.
author_facet Smith, Tyler William
Kron, Paul
Martin, Sara L.
author_sort Smith, Tyler William
collection PubMed
description PREMISE OF THE STUDY: Despite advantages in terms of reproducibility, histogram analysis based on nonlinear regression is rarely used in genome size assessments in plant biology. This is due in part to the lack of a freely available program to implement the procedure. We have developed such a program, the R package flowPloidy. METHODS AND RESULTS: flowPloidy builds on the existing statistical tools provided with the R environment. This base provides tools for importing flow cytometry data, fitting nonlinear regressions, and interactively visualizing data. flowPloidy adds tools for building flow cytometry models, fitting the models to histogram data, and producing visual and tabular summaries of the results. CONCLUSIONS: flowPloidy fills an important gap in the study of plant genome size. This package will enable plant scientists to apply a more powerful statistical technique for assessing genome size. flowPloidy improves on existing software options by providing a no‐cost workflow streamlined for genome size and ploidy determination.
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spelling pubmed-60555642018-08-21 flowPloidy: An R package for genome size and ploidy assessment of flow cytometry data Smith, Tyler William Kron, Paul Martin, Sara L. Appl Plant Sci Software Notes PREMISE OF THE STUDY: Despite advantages in terms of reproducibility, histogram analysis based on nonlinear regression is rarely used in genome size assessments in plant biology. This is due in part to the lack of a freely available program to implement the procedure. We have developed such a program, the R package flowPloidy. METHODS AND RESULTS: flowPloidy builds on the existing statistical tools provided with the R environment. This base provides tools for importing flow cytometry data, fitting nonlinear regressions, and interactively visualizing data. flowPloidy adds tools for building flow cytometry models, fitting the models to histogram data, and producing visual and tabular summaries of the results. CONCLUSIONS: flowPloidy fills an important gap in the study of plant genome size. This package will enable plant scientists to apply a more powerful statistical technique for assessing genome size. flowPloidy improves on existing software options by providing a no‐cost workflow streamlined for genome size and ploidy determination. John Wiley and Sons Inc. 2018-07-23 /pmc/articles/PMC6055564/ /pubmed/30131906 http://dx.doi.org/10.1002/aps3.1164 Text en Applications in Plant Sciences is published by Wiley Periodicals, Inc. on behalf of the Botanical Society of America This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Software Notes
Smith, Tyler William
Kron, Paul
Martin, Sara L.
flowPloidy: An R package for genome size and ploidy assessment of flow cytometry data
title flowPloidy: An R package for genome size and ploidy assessment of flow cytometry data
title_full flowPloidy: An R package for genome size and ploidy assessment of flow cytometry data
title_fullStr flowPloidy: An R package for genome size and ploidy assessment of flow cytometry data
title_full_unstemmed flowPloidy: An R package for genome size and ploidy assessment of flow cytometry data
title_short flowPloidy: An R package for genome size and ploidy assessment of flow cytometry data
title_sort flowploidy: an r package for genome size and ploidy assessment of flow cytometry data
topic Software Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6055564/
https://www.ncbi.nlm.nih.gov/pubmed/30131906
http://dx.doi.org/10.1002/aps3.1164
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