{"title":"Genetic gain of grain yield and quality in bread wheat cultivars representing 40 years of breeding in Morocco","authors":"S. Bennani, M. Taghouti, F. Gaboun","doi":"10.30901/2227-8834-2023-3-21-31","DOIUrl":null,"url":null,"abstract":"Background. Knowledge about the genetic gain for fundamental traits over time is essential for a critical assessment and improvement of breeding programs, especially regarding staple crops like bread wheat. Materials and methods. To estimate the genetic gain in bread wheat breeding in Morocco, grain yield (GY) and grain protein content (GPC) data were collected from 12 multi-environment field trials for 20 bread wheat cultivars released between 1980 and 2022. Results and discussion. Analysis of variance highlighted a high significant variability between environments (E), cultivars (G), and a significant G × E interaction ( P < 0.001). Based on stability analysis, the modern cultivars released during the two last decades (2002–2012 and 2013–2022) showed the highest performances and wider stability than old ones, especially in low-yielding environments. Genetic gain (GG) for GY was 21.4 kg ha −1 yr −1 (0.75% yr –1 ) over 4 decades of breeding. This progress was declining when advancing in decades and ranged from 11% (from 1980–1990 to 1991–2001) to less than 7% (from 2002–2012 to 2013–2022). The GG in low and intermediate yielding environments were the most important (17.34% and 6.88% yr –1 respectively), while GG was nonsignificant in high-yielding environments (4.62% yr –1 ). Within the same period, GPC showed a nonsignificant negative trend of –0.007% (–0.002% yr –1 ), while derivative parameters from GY and GPC indicated high positive genetic progress. More efforts should be deployed to implement a good balance between yield performance and quality in the new released cultivars despite the negative correlation between these two traits (r = –0.36; P < 0.001). Conclusion. Adopting advanced technologies, like genomic selection, adequate agronomic practices, and more efficient selection criteria are essential steps to further increase simultaneously grain yield and quality traits.","PeriodicalId":36512,"journal":{"name":"Proceedings on Applied Botany, Genetics and Breeding","volume":"8 3-4","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings on Applied Botany, Genetics and Breeding","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.30901/2227-8834-2023-3-21-31","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Biochemistry, Genetics and Molecular Biology","Score":null,"Total":0}
引用次数: 0
Abstract
Background. Knowledge about the genetic gain for fundamental traits over time is essential for a critical assessment and improvement of breeding programs, especially regarding staple crops like bread wheat. Materials and methods. To estimate the genetic gain in bread wheat breeding in Morocco, grain yield (GY) and grain protein content (GPC) data were collected from 12 multi-environment field trials for 20 bread wheat cultivars released between 1980 and 2022. Results and discussion. Analysis of variance highlighted a high significant variability between environments (E), cultivars (G), and a significant G × E interaction ( P < 0.001). Based on stability analysis, the modern cultivars released during the two last decades (2002–2012 and 2013–2022) showed the highest performances and wider stability than old ones, especially in low-yielding environments. Genetic gain (GG) for GY was 21.4 kg ha −1 yr −1 (0.75% yr –1 ) over 4 decades of breeding. This progress was declining when advancing in decades and ranged from 11% (from 1980–1990 to 1991–2001) to less than 7% (from 2002–2012 to 2013–2022). The GG in low and intermediate yielding environments were the most important (17.34% and 6.88% yr –1 respectively), while GG was nonsignificant in high-yielding environments (4.62% yr –1 ). Within the same period, GPC showed a nonsignificant negative trend of –0.007% (–0.002% yr –1 ), while derivative parameters from GY and GPC indicated high positive genetic progress. More efforts should be deployed to implement a good balance between yield performance and quality in the new released cultivars despite the negative correlation between these two traits (r = –0.36; P < 0.001). Conclusion. Adopting advanced technologies, like genomic selection, adequate agronomic practices, and more efficient selection criteria are essential steps to further increase simultaneously grain yield and quality traits.
背景。随着时间的推移,了解基本性状的遗传增益对于育种计划的关键评估和改进至关重要,特别是对于面包小麦等主要作物。材料和方法。为了估计摩洛哥面包小麦育种的遗传增益,收集了1980年至2022年间发布的20个面包小麦品种的12个多环境大田试验的籽粒产量(GY)和籽粒蛋白质含量(GPC)数据。结果和讨论。方差分析强调了环境(E)、品种(G)之间的高度显著变异性,以及显著的G × E相互作用(P <0.001)。稳定性分析表明,近20年(2002-2012年和2013-2022年)发布的现代品种表现出比老品种表现出最高的性能和更广泛的稳定性,特别是在低产环境中。经过40年的育种,GY的遗传增益(GG)为21.4 kg ha -1 yr -1 (0.75% yr -1)。这一进展在过去几十年里呈下降趋势,从11%(1980-1990年至1991-2001年)到不足7%(2002-2012年至2013-2022年)不等。低产和中产环境下GG最重要(分别为17.34%和6.88%),高产环境下GG不显著(4.62%)。同期GPC呈-0.007% (-0.002% yr -1)的不显著负向趋势,而GY和GPC的衍生参数显示较高的正遗传进展。尽管新发布品种的产量性能和品质之间存在负相关关系(r = -0.36;P & lt;0.001)。结论。采用先进的技术,如基因组选择、适当的农艺实践和更有效的选择标准,是进一步提高粮食产量和品质性状的必要步骤。