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 Breeding Innovations Platform, International Rice Research Institute, 1301 Los Baños, Metro, DAPO Box 7777, Manila, Philippines.
Kenya Agricultural and Livestock Research Organization, 50100-169, Kakamega, Kenya.
Rice (N Y). 2021 Nov 13;14(1):92. doi: 10.1186/s12284-021-00533-5.
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. The rate of genetic gain for grain yield was estimated at 8.75 kg·ha year (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 year (0.46%). Regressed against breeding cycle the rate of gain for grain yield was 185 kg·ha cycle (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.
面对人口增长和气候变化,水稻遗传改良是实现和维持亚洲及非洲粮食安全的关键组成部分。在此过程中,国际水稻研究所(IRRI)在培育和推广高产水稻品种方面继续发挥着关键作用。由于对水稻的需求不断增加,尤其是在非洲,迫切需要加快提高谷物产量的遗传改良速度。为了识别和描述IRRI灌溉水稻育种计划的优良育种群体,我们分析了2012年至2016年期间在菲律宾进行的102次历史产量试验,这些试验代表了15286个育种系(包括已发布品种)。采用基于系谱关系矩阵的混合模型方法来估计谷物产量的育种值,其范围为2.12至6.27吨/公顷。1964年至2014年期间杂交的谷物产量遗传增益率估计为每年8.75千克/公顷(0.23%)。仅将数据缩减为IRRI发布的品种,该速率翻倍至每年17.36千克/公顷(0.46%)。与育种周期进行回归分析,谷物产量的增益率为每周期185千克/公顷(4.95%)。我们根据谷物产量的育种值选择了72个表现最佳的品系,以创建一个优良核心群体(ECP),该群体代表了育种计划中的遗传多样性,具有最高的可遗传产量值,可从中衍生出新的产品。ECP与包括大多数现代灌溉系统品种的亚洲栽培稻籼稻1B亚组密切相关。ECP在亚洲和非洲多种环境下的农艺性能证实了其高产潜力。我们发现,本研究中发现的谷物产量遗传增益率主要受到长周期时间以及将未改良材料直接引入优良群体的限制。因此,IRRI目前的灌溉水稻育种方案基于在高度优良品系之间进行快速轮回选择。在此背景下,ECP构成了IRRI和国家农业研究机构(NAREs)育种者仔细表征和管理该优良多样性的重要资源。