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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...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
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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. |
format | Online Article Text |
id | pubmed-8590642 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
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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