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Novel method for the quantification of rosette area from images of Arabidopsis seedlings grown on agar plates

PREMISE: The agar‐based culture of Arabidopsis seedlings is widely used for quantifying root traits. Shoot traits are generally overlooked in these studies, probably because the rosettes are often askew. A technique to assess the shoot surface area of seedlings grown inside agar culture dishes would...

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Detalles Bibliográficos
Autores principales: Knapp, Anna, Stefani, Jordan, Katz, Ella, Bloom, Arnold J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9742823/
https://www.ncbi.nlm.nih.gov/pubmed/36518946
http://dx.doi.org/10.1002/aps3.11504
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author Knapp, Anna
Stefani, Jordan
Katz, Ella
Bloom, Arnold J.
author_facet Knapp, Anna
Stefani, Jordan
Katz, Ella
Bloom, Arnold J.
author_sort Knapp, Anna
collection PubMed
description PREMISE: The agar‐based culture of Arabidopsis seedlings is widely used for quantifying root traits. Shoot traits are generally overlooked in these studies, probably because the rosettes are often askew. A technique to assess the shoot surface area of seedlings grown inside agar culture dishes would facilitate simultaneous root and shoot phenotyping. METHODS: We developed an image processing workflow in Python that estimates rosette area of Arabidopsis seedlings on agar culture dishes. We validated this method by comparing its output with other metrics of seedling growth. As part of a larger study on genetic variation in plant responses to nitrogen form and concentration, we measured the rosette areas from more than 2000 plate images. RESULTS: The rosette area measured from plate images was strongly correlated with the rosette area measured from directly overhead and moderately correlated with seedling mass. Rosette area in the large image set was significantly influenced by genotype and nitrogen treatment. The broad‐sense heritability of leaf area measured using this method was 0.28. DISCUSSION: These results indicated that this approach for estimating rosette area produces accurate shoot phenotype data. It can be used with image sets for which other methods of leaf area quantification prove unsuitable.
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spelling pubmed-97428232022-12-13 Novel method for the quantification of rosette area from images of Arabidopsis seedlings grown on agar plates Knapp, Anna Stefani, Jordan Katz, Ella Bloom, Arnold J. Appl Plant Sci Application Articles PREMISE: The agar‐based culture of Arabidopsis seedlings is widely used for quantifying root traits. Shoot traits are generally overlooked in these studies, probably because the rosettes are often askew. A technique to assess the shoot surface area of seedlings grown inside agar culture dishes would facilitate simultaneous root and shoot phenotyping. METHODS: We developed an image processing workflow in Python that estimates rosette area of Arabidopsis seedlings on agar culture dishes. We validated this method by comparing its output with other metrics of seedling growth. As part of a larger study on genetic variation in plant responses to nitrogen form and concentration, we measured the rosette areas from more than 2000 plate images. RESULTS: The rosette area measured from plate images was strongly correlated with the rosette area measured from directly overhead and moderately correlated with seedling mass. Rosette area in the large image set was significantly influenced by genotype and nitrogen treatment. The broad‐sense heritability of leaf area measured using this method was 0.28. DISCUSSION: These results indicated that this approach for estimating rosette area produces accurate shoot phenotype data. It can be used with image sets for which other methods of leaf area quantification prove unsuitable. John Wiley and Sons Inc. 2022-12-08 /pmc/articles/PMC9742823/ /pubmed/36518946 http://dx.doi.org/10.1002/aps3.11504 Text en © 2022 The Authors. Applications in Plant Sciences published by Wiley Periodicals LLC on behalf of Botanical Society of America. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Application Articles
Knapp, Anna
Stefani, Jordan
Katz, Ella
Bloom, Arnold J.
Novel method for the quantification of rosette area from images of Arabidopsis seedlings grown on agar plates
title Novel method for the quantification of rosette area from images of Arabidopsis seedlings grown on agar plates
title_full Novel method for the quantification of rosette area from images of Arabidopsis seedlings grown on agar plates
title_fullStr Novel method for the quantification of rosette area from images of Arabidopsis seedlings grown on agar plates
title_full_unstemmed Novel method for the quantification of rosette area from images of Arabidopsis seedlings grown on agar plates
title_short Novel method for the quantification of rosette area from images of Arabidopsis seedlings grown on agar plates
title_sort novel method for the quantification of rosette area from images of arabidopsis seedlings grown on agar plates
topic Application Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9742823/
https://www.ncbi.nlm.nih.gov/pubmed/36518946
http://dx.doi.org/10.1002/aps3.11504
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