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Comparative transcriptomics with self-organizing map reveals cryptic photosynthetic differences between two accessions of North American Lake cress

Because natural variation in wild species is likely the result of local adaptation, it provides a valuable resource for understanding plant-environmental interactions. Rorippa aquatica (Brassicaceae) is a semi-aquatic North American plant with morphological differences between several accessions, bu...

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Autores principales: Nakayama, Hokuto, Sakamoto, Tomoaki, Okegawa, Yuki, Kaminoyama, Kaori, Fujie, Manabu, Ichihashi, Yasunori, Kurata, Tetsuya, Motohashi, Ken, Al-Shehbaz, Ihsan, Sinha, Neelima, Kimura, Seisuke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5818620/
https://www.ncbi.nlm.nih.gov/pubmed/29459626
http://dx.doi.org/10.1038/s41598-018-21646-w
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author Nakayama, Hokuto
Sakamoto, Tomoaki
Okegawa, Yuki
Kaminoyama, Kaori
Fujie, Manabu
Ichihashi, Yasunori
Kurata, Tetsuya
Motohashi, Ken
Al-Shehbaz, Ihsan
Sinha, Neelima
Kimura, Seisuke
author_facet Nakayama, Hokuto
Sakamoto, Tomoaki
Okegawa, Yuki
Kaminoyama, Kaori
Fujie, Manabu
Ichihashi, Yasunori
Kurata, Tetsuya
Motohashi, Ken
Al-Shehbaz, Ihsan
Sinha, Neelima
Kimura, Seisuke
author_sort Nakayama, Hokuto
collection PubMed
description Because natural variation in wild species is likely the result of local adaptation, it provides a valuable resource for understanding plant-environmental interactions. Rorippa aquatica (Brassicaceae) is a semi-aquatic North American plant with morphological differences between several accessions, but little information available on any physiological differences. Here, we surveyed the transcriptomes of two R. aquatica accessions and identified cryptic physiological differences between them. We first reconstructed a Rorippa phylogeny to confirm relationships between the accessions. We performed large-scale RNA-seq and de novo assembly; the resulting 87,754 unigenes were then annotated via comparisons to different databases. Between-accession physiological variation was identified with transcriptomes from both accessions. Transcriptome data were analyzed with principal component analysis and self-organizing map. Results of analyses suggested that photosynthetic capability differs between the accessions. Indeed, physiological experiments revealed between-accession variation in electron transport rate and the redox state of the plastoquinone pool. These results indicated that one accession may have adapted to differences in temperature or length of the growing season.
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spelling pubmed-58186202018-02-26 Comparative transcriptomics with self-organizing map reveals cryptic photosynthetic differences between two accessions of North American Lake cress Nakayama, Hokuto Sakamoto, Tomoaki Okegawa, Yuki Kaminoyama, Kaori Fujie, Manabu Ichihashi, Yasunori Kurata, Tetsuya Motohashi, Ken Al-Shehbaz, Ihsan Sinha, Neelima Kimura, Seisuke Sci Rep Article Because natural variation in wild species is likely the result of local adaptation, it provides a valuable resource for understanding plant-environmental interactions. Rorippa aquatica (Brassicaceae) is a semi-aquatic North American plant with morphological differences between several accessions, but little information available on any physiological differences. Here, we surveyed the transcriptomes of two R. aquatica accessions and identified cryptic physiological differences between them. We first reconstructed a Rorippa phylogeny to confirm relationships between the accessions. We performed large-scale RNA-seq and de novo assembly; the resulting 87,754 unigenes were then annotated via comparisons to different databases. Between-accession physiological variation was identified with transcriptomes from both accessions. Transcriptome data were analyzed with principal component analysis and self-organizing map. Results of analyses suggested that photosynthetic capability differs between the accessions. Indeed, physiological experiments revealed between-accession variation in electron transport rate and the redox state of the plastoquinone pool. These results indicated that one accession may have adapted to differences in temperature or length of the growing season. Nature Publishing Group UK 2018-02-19 /pmc/articles/PMC5818620/ /pubmed/29459626 http://dx.doi.org/10.1038/s41598-018-21646-w Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Nakayama, Hokuto
Sakamoto, Tomoaki
Okegawa, Yuki
Kaminoyama, Kaori
Fujie, Manabu
Ichihashi, Yasunori
Kurata, Tetsuya
Motohashi, Ken
Al-Shehbaz, Ihsan
Sinha, Neelima
Kimura, Seisuke
Comparative transcriptomics with self-organizing map reveals cryptic photosynthetic differences between two accessions of North American Lake cress
title Comparative transcriptomics with self-organizing map reveals cryptic photosynthetic differences between two accessions of North American Lake cress
title_full Comparative transcriptomics with self-organizing map reveals cryptic photosynthetic differences between two accessions of North American Lake cress
title_fullStr Comparative transcriptomics with self-organizing map reveals cryptic photosynthetic differences between two accessions of North American Lake cress
title_full_unstemmed Comparative transcriptomics with self-organizing map reveals cryptic photosynthetic differences between two accessions of North American Lake cress
title_short Comparative transcriptomics with self-organizing map reveals cryptic photosynthetic differences between two accessions of North American Lake cress
title_sort comparative transcriptomics with self-organizing map reveals cryptic photosynthetic differences between two accessions of north american lake cress
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5818620/
https://www.ncbi.nlm.nih.gov/pubmed/29459626
http://dx.doi.org/10.1038/s41598-018-21646-w
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