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RNA-seq reveals differentially expressed genes in rice (Oryza sativa) roots during interactions with plant-growth promoting bacteria, Azospirillum brasilense

Major non-legume crops can form beneficial associations with nitrogen-fixing bacteria like Azospirillum brasilense. Our current understanding of the molecular aspects and signaling that occur between important crops like rice and these nitrogen-fixing bacteria is limited. In this study, we used an e...

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Autores principales: Thomas, Jacklyn, Kim, Ha Ram, Rahmatallah, Yasir, Wiggins, Grant, Yang, Qinqing, Singh, Raj, Glazko, Galina, Mukherjee, Arijit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6532919/
https://www.ncbi.nlm.nih.gov/pubmed/31120967
http://dx.doi.org/10.1371/journal.pone.0217309
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author Thomas, Jacklyn
Kim, Ha Ram
Rahmatallah, Yasir
Wiggins, Grant
Yang, Qinqing
Singh, Raj
Glazko, Galina
Mukherjee, Arijit
author_facet Thomas, Jacklyn
Kim, Ha Ram
Rahmatallah, Yasir
Wiggins, Grant
Yang, Qinqing
Singh, Raj
Glazko, Galina
Mukherjee, Arijit
author_sort Thomas, Jacklyn
collection PubMed
description Major non-legume crops can form beneficial associations with nitrogen-fixing bacteria like Azospirillum brasilense. Our current understanding of the molecular aspects and signaling that occur between important crops like rice and these nitrogen-fixing bacteria is limited. In this study, we used an experimental system where the bacteria could colonize the plant roots and promote plant growth in wild type rice and symbiotic mutants (dmi3 and pollux) in rice. Our data suggest that plant growth promotion and root penetration is not dependent on these genes. We then used this colonization model to identify regulation of gene expression at two different time points during this interaction: at 1day post inoculation (dpi), we identified 1622 differentially expressed genes (DEGs) in rice roots, and at 14dpi, we identified 1995 DEGs. We performed a comprehensive data mining to classify the DEGs into the categories of transcription factors (TFs), protein kinases (PKs), and transporters (TRs). Several of these DEGs encode proteins that are involved in the flavonoid biosynthetic pathway, defense, and hormone signaling pathways. We identified genes that are involved in nitrate and sugar transport and are also implicated to play a role in other plant-microbe interactions. Overall, findings from this study will serve as an excellent resource to characterize the host genetic pathway controlling the interactions between non-legumes and beneficial bacteria which can have long-term implications towards sustainably improving agriculture.
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spelling pubmed-65329192019-06-05 RNA-seq reveals differentially expressed genes in rice (Oryza sativa) roots during interactions with plant-growth promoting bacteria, Azospirillum brasilense Thomas, Jacklyn Kim, Ha Ram Rahmatallah, Yasir Wiggins, Grant Yang, Qinqing Singh, Raj Glazko, Galina Mukherjee, Arijit PLoS One Research Article Major non-legume crops can form beneficial associations with nitrogen-fixing bacteria like Azospirillum brasilense. Our current understanding of the molecular aspects and signaling that occur between important crops like rice and these nitrogen-fixing bacteria is limited. In this study, we used an experimental system where the bacteria could colonize the plant roots and promote plant growth in wild type rice and symbiotic mutants (dmi3 and pollux) in rice. Our data suggest that plant growth promotion and root penetration is not dependent on these genes. We then used this colonization model to identify regulation of gene expression at two different time points during this interaction: at 1day post inoculation (dpi), we identified 1622 differentially expressed genes (DEGs) in rice roots, and at 14dpi, we identified 1995 DEGs. We performed a comprehensive data mining to classify the DEGs into the categories of transcription factors (TFs), protein kinases (PKs), and transporters (TRs). Several of these DEGs encode proteins that are involved in the flavonoid biosynthetic pathway, defense, and hormone signaling pathways. We identified genes that are involved in nitrate and sugar transport and are also implicated to play a role in other plant-microbe interactions. Overall, findings from this study will serve as an excellent resource to characterize the host genetic pathway controlling the interactions between non-legumes and beneficial bacteria which can have long-term implications towards sustainably improving agriculture. Public Library of Science 2019-05-23 /pmc/articles/PMC6532919/ /pubmed/31120967 http://dx.doi.org/10.1371/journal.pone.0217309 Text en © 2019 Thomas et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Thomas, Jacklyn
Kim, Ha Ram
Rahmatallah, Yasir
Wiggins, Grant
Yang, Qinqing
Singh, Raj
Glazko, Galina
Mukherjee, Arijit
RNA-seq reveals differentially expressed genes in rice (Oryza sativa) roots during interactions with plant-growth promoting bacteria, Azospirillum brasilense
title RNA-seq reveals differentially expressed genes in rice (Oryza sativa) roots during interactions with plant-growth promoting bacteria, Azospirillum brasilense
title_full RNA-seq reveals differentially expressed genes in rice (Oryza sativa) roots during interactions with plant-growth promoting bacteria, Azospirillum brasilense
title_fullStr RNA-seq reveals differentially expressed genes in rice (Oryza sativa) roots during interactions with plant-growth promoting bacteria, Azospirillum brasilense
title_full_unstemmed RNA-seq reveals differentially expressed genes in rice (Oryza sativa) roots during interactions with plant-growth promoting bacteria, Azospirillum brasilense
title_short RNA-seq reveals differentially expressed genes in rice (Oryza sativa) roots during interactions with plant-growth promoting bacteria, Azospirillum brasilense
title_sort rna-seq reveals differentially expressed genes in rice (oryza sativa) roots during interactions with plant-growth promoting bacteria, azospirillum brasilense
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6532919/
https://www.ncbi.nlm.nih.gov/pubmed/31120967
http://dx.doi.org/10.1371/journal.pone.0217309
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