Embrapa Rice and Beans, Santo Antonio de Goiás, Goiás, Brazil.
Embrapa Rondonia, Vilhena, Rondônia, Brazil.
Heredity (Edinb). 2023 Sep;131(3):201-210. doi: 10.1038/s41437-023-00636-3. Epub 2023 Jul 5.
One of the main challenges of breeding programs is to identify superior genotypes from a large number of candidates. By gradually increasing the frequency of favorable alleles in the breeding population, recurrent selection improves the population mean for target traits, increasing the chance to identify promising genotypes. In rice, population improvement through recurrent selection has been used very little to date, except in Latin America. At Embrapa (Brazilian Agricultural Research Corporation), the upland rice breeding program is conducted in two phases: population improvement followed by product development. In this study, the CNA6 population, evaluated over five cycles (3 to 7) of selection, including 20 field trials, was used to assess the realized genetic gain. A high rate of genetic gain was observed for grain yield, at 215 kg.ha per cycle or 67.8 kg.ha per year (3.08%). The CNA6 population outperformed the controls only for the last cycle, with a yield difference of 1128 kg.ha. An analysis of the product development pipeline, based on 29 advanced yield trials with lines derived from cycles 3 to 6, showed that lines derived from the CNA6 population had high grain yield, but did not outperform the controls. These results demonstrate that the application of recurrent selection to a breeding population with sufficient genetic variability can result in significant genetic gains for quantitative traits, such as grain yield. The integration of this strategy into a two-phase breeding program also makes it possible to increase quantitative traits while selecting for other traits of interest.
培育计划的主要挑战之一是从大量候选者中识别出优秀的基因型。通过在培育群体中逐渐增加有利等位基因的频率,轮回选择可以提高目标性状的群体平均值,从而增加识别有前途基因型的机会。在水稻中,除了在拉丁美洲,目前为止通过轮回选择进行的群体改良应用非常少。在巴西农业研究公司(Embrapa),旱地水稻的培育计划分两个阶段进行:群体改良和产品开发。在这项研究中,评估了经过五轮(3 至 7 轮)选择,包括 20 个田间试验的 CNA6 群体,以评估实现的遗传增益。观察到粒产量的遗传增益率很高,每轮增加 215 公斤/公顷,即每年增加 67.8 公斤/公顷(3.08%)。CNA6 群体仅在最后一轮的表现优于对照,产量差异为 1128 公斤/公顷。基于源自第 3 至 6 轮的 29 个高级产量试验的产品开发管道分析表明,源自 CNA6 群体的系具有高粒产量,但并不优于对照。这些结果表明,将轮回选择应用于具有足够遗传变异性的培育群体可以导致数量性状(如粒产量)的显著遗传增益。将这种策略整合到两阶段的培育计划中,也可以在选择其他感兴趣的性状的同时提高数量性状。