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Identification of an Elite Core Panel as a Key Breeding Resource to Accelerate the Rate of Genetic Improvement for Irrigated Rice

Rice genetic improvement is a key component of achieving and maintaining food security in Asia and Africa in the face of growing populations and climate change. In this effort, the International Rice Research Institute (IRRI) continues to play a critical role in creating and disseminating rice varie...

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Autores principales: Juma, Roselyne U., Bartholomé, Jérôme, Thathapalli Prakash, Parthiban, Hussain, Waseem, Platten, John D., Lopena, Vitaliano, Verdeprado, Holden, Murori, Rosemary, Ndayiragije, Alexis, Katiyar, Sanjay Kumar, Islam, Md Rafiqul, Biswas, Partha S., Rutkoski, Jessica E., Arbelaez, Juan D., Mbute, Felister N., Miano, Douglas W., Cobb, Joshua N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8590642/
https://www.ncbi.nlm.nih.gov/pubmed/34773509
http://dx.doi.org/10.1186/s12284-021-00533-5
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author Juma, Roselyne U.
Bartholomé, Jérôme
Thathapalli Prakash, Parthiban
Hussain, Waseem
Platten, John D.
Lopena, Vitaliano
Verdeprado, Holden
Murori, Rosemary
Ndayiragije, Alexis
Katiyar, Sanjay Kumar
Islam, Md Rafiqul
Biswas, Partha S.
Rutkoski, Jessica E.
Arbelaez, Juan D.
Mbute, Felister N.
Miano, Douglas W.
Cobb, Joshua N.
author_facet Juma, Roselyne U.
Bartholomé, Jérôme
Thathapalli Prakash, Parthiban
Hussain, Waseem
Platten, John D.
Lopena, Vitaliano
Verdeprado, Holden
Murori, Rosemary
Ndayiragije, Alexis
Katiyar, Sanjay Kumar
Islam, Md Rafiqul
Biswas, Partha S.
Rutkoski, Jessica E.
Arbelaez, Juan D.
Mbute, Felister N.
Miano, Douglas W.
Cobb, Joshua N.
author_sort Juma, Roselyne U.
collection PubMed
description Rice genetic improvement is a key component of achieving and maintaining food security in Asia and Africa in the face of growing populations and climate change. In this effort, the International Rice Research Institute (IRRI) continues to play a critical role in creating and disseminating rice varieties with higher productivity. Due to increasing demand for rice, especially in Africa, there is a strong need to accelerate the rate of genetic improvement for grain yield. In an effort to identify and characterize the elite breeding pool of IRRI’s irrigated rice breeding program, we analyzed 102 historical yield trials conducted in the Philippines during the period 2012–2016 and representing 15,286 breeding lines (including released varieties). A mixed model approach based on the pedigree relationship matrix was used to estimate breeding values for grain yield, which ranged from 2.12 to 6.27 t·ha(−1). The rate of genetic gain for grain yield was estimated at 8.75 kg·ha(−1) year(−1) (0.23%) for crosses made in the period from 1964 to 2014. Reducing the data to only IRRI released varieties, the rate doubled to 17.36 kg·ha(−1) year(−1) (0.46%). Regressed against breeding cycle the rate of gain for grain yield was 185 kg·ha(−1) cycle(−1) (4.95%). We selected 72 top performing lines based on breeding values for grain yield to create an elite core panel (ECP) representing the genetic diversity in the breeding program with the highest heritable yield values from which new products can be derived. The ECP closely aligns with the indica 1B sub-group of Oryza sativa that includes most modern varieties for irrigated systems. Agronomic performance of the ECP under multiple environments in Asia and Africa confirmed its high yield potential. We found that the rate of genetic gain for grain yield found in this study was limited primarily by long cycle times and the direct introduction of non-improved material into the elite pool. Consequently, the current breeding scheme for irrigated rice at IRRI is based on rapid recurrent selection among highly elite lines. In this context, the ECP constitutes an important resource for IRRI and NAREs breeders to carefully characterize and manage that elite diversity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12284-021-00533-5.
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spelling pubmed-85906422021-11-24 Identification of an Elite Core Panel as a Key Breeding Resource to Accelerate the Rate of Genetic Improvement for Irrigated Rice Juma, Roselyne U. Bartholomé, Jérôme Thathapalli Prakash, Parthiban Hussain, Waseem Platten, John D. Lopena, Vitaliano Verdeprado, Holden Murori, Rosemary Ndayiragije, Alexis Katiyar, Sanjay Kumar Islam, Md Rafiqul Biswas, Partha S. Rutkoski, Jessica E. Arbelaez, Juan D. Mbute, Felister N. Miano, Douglas W. Cobb, Joshua N. Rice (N Y) Original Article Rice genetic improvement is a key component of achieving and maintaining food security in Asia and Africa in the face of growing populations and climate change. In this effort, the International Rice Research Institute (IRRI) continues to play a critical role in creating and disseminating rice varieties with higher productivity. Due to increasing demand for rice, especially in Africa, there is a strong need to accelerate the rate of genetic improvement for grain yield. In an effort to identify and characterize the elite breeding pool of IRRI’s irrigated rice breeding program, we analyzed 102 historical yield trials conducted in the Philippines during the period 2012–2016 and representing 15,286 breeding lines (including released varieties). A mixed model approach based on the pedigree relationship matrix was used to estimate breeding values for grain yield, which ranged from 2.12 to 6.27 t·ha(−1). The rate of genetic gain for grain yield was estimated at 8.75 kg·ha(−1) year(−1) (0.23%) for crosses made in the period from 1964 to 2014. Reducing the data to only IRRI released varieties, the rate doubled to 17.36 kg·ha(−1) year(−1) (0.46%). Regressed against breeding cycle the rate of gain for grain yield was 185 kg·ha(−1) cycle(−1) (4.95%). We selected 72 top performing lines based on breeding values for grain yield to create an elite core panel (ECP) representing the genetic diversity in the breeding program with the highest heritable yield values from which new products can be derived. The ECP closely aligns with the indica 1B sub-group of Oryza sativa that includes most modern varieties for irrigated systems. Agronomic performance of the ECP under multiple environments in Asia and Africa confirmed its high yield potential. We found that the rate of genetic gain for grain yield found in this study was limited primarily by long cycle times and the direct introduction of non-improved material into the elite pool. Consequently, the current breeding scheme for irrigated rice at IRRI is based on rapid recurrent selection among highly elite lines. In this context, the ECP constitutes an important resource for IRRI and NAREs breeders to carefully characterize and manage that elite diversity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12284-021-00533-5. Springer US 2021-11-13 /pmc/articles/PMC8590642/ /pubmed/34773509 http://dx.doi.org/10.1186/s12284-021-00533-5 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Article
Juma, Roselyne U.
Bartholomé, Jérôme
Thathapalli Prakash, Parthiban
Hussain, Waseem
Platten, John D.
Lopena, Vitaliano
Verdeprado, Holden
Murori, Rosemary
Ndayiragije, Alexis
Katiyar, Sanjay Kumar
Islam, Md Rafiqul
Biswas, Partha S.
Rutkoski, Jessica E.
Arbelaez, Juan D.
Mbute, Felister N.
Miano, Douglas W.
Cobb, Joshua N.
Identification of an Elite Core Panel as a Key Breeding Resource to Accelerate the Rate of Genetic Improvement for Irrigated Rice
title Identification of an Elite Core Panel as a Key Breeding Resource to Accelerate the Rate of Genetic Improvement for Irrigated Rice
title_full Identification of an Elite Core Panel as a Key Breeding Resource to Accelerate the Rate of Genetic Improvement for Irrigated Rice
title_fullStr Identification of an Elite Core Panel as a Key Breeding Resource to Accelerate the Rate of Genetic Improvement for Irrigated Rice
title_full_unstemmed Identification of an Elite Core Panel as a Key Breeding Resource to Accelerate the Rate of Genetic Improvement for Irrigated Rice
title_short Identification of an Elite Core Panel as a Key Breeding Resource to Accelerate the Rate of Genetic Improvement for Irrigated Rice
title_sort identification of an elite core panel as a key breeding resource to accelerate the rate of genetic improvement for irrigated rice
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8590642/
https://www.ncbi.nlm.nih.gov/pubmed/34773509
http://dx.doi.org/10.1186/s12284-021-00533-5
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