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16S rRNA Gene Amplicon Based Metagenomic Signatures of Rhizobiome Community in Rice Field During Various Growth Stages

Rice is a major staple food across the globe. Its growth and productivity is highly dependent on the rhizobiome where crosstalk takes place between plant and the microbial community. Such interactions lead to selective enrichment of plant beneficial microbes which ultimately defines the crop health...

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Autores principales: Imchen, Madangchanok, Kumavath, Ranjith, Vaz, Aline B. M., Góes-Neto, Aristóteles, Barh, Debmalya, Ghosh, Preetam, Kozyrovska, Natalia, Podolich, Olga, Azevedo, Vasco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6764247/
https://www.ncbi.nlm.nih.gov/pubmed/31616390
http://dx.doi.org/10.3389/fmicb.2019.02103
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author Imchen, Madangchanok
Kumavath, Ranjith
Vaz, Aline B. M.
Góes-Neto, Aristóteles
Barh, Debmalya
Ghosh, Preetam
Kozyrovska, Natalia
Podolich, Olga
Azevedo, Vasco
author_facet Imchen, Madangchanok
Kumavath, Ranjith
Vaz, Aline B. M.
Góes-Neto, Aristóteles
Barh, Debmalya
Ghosh, Preetam
Kozyrovska, Natalia
Podolich, Olga
Azevedo, Vasco
author_sort Imchen, Madangchanok
collection PubMed
description Rice is a major staple food across the globe. Its growth and productivity is highly dependent on the rhizobiome where crosstalk takes place between plant and the microbial community. Such interactions lead to selective enrichment of plant beneficial microbes which ultimately defines the crop health and productivity. In this study, rhizobiome modulation is documented throughout the development of rice plant. Based on 16S rRNA gene affiliation at genus level, abundance, and diversity of plant growth promoting bacteria increased during the growth stages. The observed α diversity and rhizobiome complexity increased significantly (p < 0.05) during plantation. PCoA indicates that different geographical locations shared similar rhizobiome diversity but exerted differential enrichment (p < 0.001). Diversity of enriched genera represented a sigmoid curve and subsequently declined after harvest. A major proportion of dominant enriched genera (p < 0.05, abundance > 0.1%), based on 16S rRNA gene, were plant growth promoting bacteria that produces siderophore, indole-3-acetic acid, aminocyclopropane-1-carboxylic acid, and antimicrobials. Hydrogenotrophic methanogens dominated throughout cultivation. Type I methanotrophs (n = 12) had higher diversity than type II methanotrophs (n = 6). However, the later had significantly higher abundance (p = 0.003). Strong enrichment pattern was also observed in type I methanotrophs being enriched during water logged stages. Ammonia oxidizing Archaea were several folds more abundant than ammonia oxidizing bacteria. K-strategists Nitrosospira and Nitrospira dominated ammonia and nitrite oxidizing bacteria, respectively. The study clarifies the modulation of rhizobiome according to the rice developmental stages, thereby opening up the possibilities of bio-fertilizer treatment based on each cultivation stages.
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spelling pubmed-67642472019-10-15 16S rRNA Gene Amplicon Based Metagenomic Signatures of Rhizobiome Community in Rice Field During Various Growth Stages Imchen, Madangchanok Kumavath, Ranjith Vaz, Aline B. M. Góes-Neto, Aristóteles Barh, Debmalya Ghosh, Preetam Kozyrovska, Natalia Podolich, Olga Azevedo, Vasco Front Microbiol Microbiology Rice is a major staple food across the globe. Its growth and productivity is highly dependent on the rhizobiome where crosstalk takes place between plant and the microbial community. Such interactions lead to selective enrichment of plant beneficial microbes which ultimately defines the crop health and productivity. In this study, rhizobiome modulation is documented throughout the development of rice plant. Based on 16S rRNA gene affiliation at genus level, abundance, and diversity of plant growth promoting bacteria increased during the growth stages. The observed α diversity and rhizobiome complexity increased significantly (p < 0.05) during plantation. PCoA indicates that different geographical locations shared similar rhizobiome diversity but exerted differential enrichment (p < 0.001). Diversity of enriched genera represented a sigmoid curve and subsequently declined after harvest. A major proportion of dominant enriched genera (p < 0.05, abundance > 0.1%), based on 16S rRNA gene, were plant growth promoting bacteria that produces siderophore, indole-3-acetic acid, aminocyclopropane-1-carboxylic acid, and antimicrobials. Hydrogenotrophic methanogens dominated throughout cultivation. Type I methanotrophs (n = 12) had higher diversity than type II methanotrophs (n = 6). However, the later had significantly higher abundance (p = 0.003). Strong enrichment pattern was also observed in type I methanotrophs being enriched during water logged stages. Ammonia oxidizing Archaea were several folds more abundant than ammonia oxidizing bacteria. K-strategists Nitrosospira and Nitrospira dominated ammonia and nitrite oxidizing bacteria, respectively. The study clarifies the modulation of rhizobiome according to the rice developmental stages, thereby opening up the possibilities of bio-fertilizer treatment based on each cultivation stages. Frontiers Media S.A. 2019-09-20 /pmc/articles/PMC6764247/ /pubmed/31616390 http://dx.doi.org/10.3389/fmicb.2019.02103 Text en Copyright © 2019 Imchen, Kumavath, Vaz, Góes-Neto, Barh, Ghosh, Kozyrovska, Podolich and Azevedo. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Microbiology
Imchen, Madangchanok
Kumavath, Ranjith
Vaz, Aline B. M.
Góes-Neto, Aristóteles
Barh, Debmalya
Ghosh, Preetam
Kozyrovska, Natalia
Podolich, Olga
Azevedo, Vasco
16S rRNA Gene Amplicon Based Metagenomic Signatures of Rhizobiome Community in Rice Field During Various Growth Stages
title 16S rRNA Gene Amplicon Based Metagenomic Signatures of Rhizobiome Community in Rice Field During Various Growth Stages
title_full 16S rRNA Gene Amplicon Based Metagenomic Signatures of Rhizobiome Community in Rice Field During Various Growth Stages
title_fullStr 16S rRNA Gene Amplicon Based Metagenomic Signatures of Rhizobiome Community in Rice Field During Various Growth Stages
title_full_unstemmed 16S rRNA Gene Amplicon Based Metagenomic Signatures of Rhizobiome Community in Rice Field During Various Growth Stages
title_short 16S rRNA Gene Amplicon Based Metagenomic Signatures of Rhizobiome Community in Rice Field During Various Growth Stages
title_sort 16s rrna gene amplicon based metagenomic signatures of rhizobiome community in rice field during various growth stages
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6764247/
https://www.ncbi.nlm.nih.gov/pubmed/31616390
http://dx.doi.org/10.3389/fmicb.2019.02103
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